diff --git a/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/LPR-checkpoint.ipynb b/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/LPR-checkpoint.ipynb
index 1109fa9..8ef4cf7 100644
--- a/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/LPR-checkpoint.ipynb
+++ b/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/LPR-checkpoint.ipynb
@@ -10,7 +10,7 @@
},
{
"cell_type": "code",
- "execution_count": 118,
+ "execution_count": 9,
"id": "390c33fa-ab42-4d69-ac06-604beb2c69db",
"metadata": {},
"outputs": [],
@@ -20,6 +20,9 @@
"import matplotlib.pyplot as plt\n",
"import scipy.optimize\n",
"from impedance.models.circuits import CustomCircuit\n",
+ "\n",
+ "from scipy.signal import medfilt as medfilt\n",
+ "\n",
"# from impedance.visualization import plot_nyquist # Kept if you want to switch plotting methods"
]
},
@@ -33,13 +36,9 @@
},
{
"cell_type": "code",
- "execution_count": 119,
+ "execution_count": 10,
"id": "9154f27a-5a02-4156-8105-b384205d6416",
- "metadata": {
- "jupyter": {
- "source_hidden": true
- }
- },
+ "metadata": {},
"outputs": [],
"source": [
"# --- Data Loading ---\n",
@@ -69,7 +68,7 @@
},
{
"cell_type": "code",
- "execution_count": 127,
+ "execution_count": 11,
"id": "4d796ec7-48d9-4a23-bd98-c607067d330d",
"metadata": {},
"outputs": [],
@@ -87,15 +86,12 @@
"kernel_size = 5\n",
"\n",
"for df in [HS1_1, HS1_2, HS1_3, HS1_4, HS1_5, HS1_6]:\n",
- " df[\"i\"] = np.abs(df[\"i\"]/area) # Current density\n",
- " #df[\"i\"] = medfilt(df[\"i\"], kernel_size=kernel_size)\n",
- " df.drop(df.head(60).index, inplace=True)\n",
- " df.drop(df.tail(60).index, inplace=True)"
+ " df[\"i\"] = np.abs(df[\"i\"]/area) # Current density\n"
]
},
{
"cell_type": "code",
- "execution_count": 128,
+ "execution_count": 12,
"id": "26ab42ec-9576-4335-a38b-49762228f823",
"metadata": {},
"outputs": [
@@ -127,34 +123,34 @@
" \n",
"
\n",
" \n",
- " 60 | \n",
- " -0.206243 | \n",
- " 4.571450e-11 | \n",
- " 6.1 | \n",
+ " 0 | \n",
+ " -0.206795 | \n",
+ " 7.859750e-11 | \n",
+ " 0.1 | \n",
"
\n",
" \n",
- " 61 | \n",
- " -0.206232 | \n",
- " 4.584480e-11 | \n",
- " 6.2 | \n",
+ " 1 | \n",
+ " -0.206805 | \n",
+ " 5.445100e-11 | \n",
+ " 0.2 | \n",
"
\n",
" \n",
- " 62 | \n",
- " -0.206221 | \n",
- " 4.593445e-11 | \n",
- " 6.3 | \n",
+ " 2 | \n",
+ " -0.206809 | \n",
+ " 6.106750e-11 | \n",
+ " 0.3 | \n",
"
\n",
" \n",
- " 63 | \n",
- " -0.206212 | \n",
- " 4.600095e-11 | \n",
- " 6.4 | \n",
+ " 3 | \n",
+ " -0.206795 | \n",
+ " 5.972600e-11 | \n",
+ " 0.4 | \n",
"
\n",
" \n",
- " 64 | \n",
- " -0.206202 | \n",
- " 4.606290e-11 | \n",
- " 6.5 | \n",
+ " 4 | \n",
+ " -0.206780 | \n",
+ " 5.621750e-11 | \n",
+ " 0.5 | \n",
"
\n",
" \n",
" ... | \n",
@@ -163,58 +159,58 @@
" ... | \n",
"
\n",
" \n",
- " 3939 | \n",
- " -0.167438 | \n",
- " 7.020500e-11 | \n",
- " 394.0 | \n",
+ " 3999 | \n",
+ " -0.166870 | \n",
+ " 7.752900e-11 | \n",
+ " 400.0 | \n",
"
\n",
" \n",
- " 3940 | \n",
- " -0.167428 | \n",
- " 7.005000e-11 | \n",
- " 394.1 | \n",
+ " 4000 | \n",
+ " -0.166854 | \n",
+ " 7.931000e-11 | \n",
+ " 400.1 | \n",
"
\n",
" \n",
- " 3941 | \n",
- " -0.167417 | \n",
- " 6.993800e-11 | \n",
- " 394.2 | \n",
+ " 4001 | \n",
+ " -0.166857 | \n",
+ " 7.781400e-11 | \n",
+ " 400.2 | \n",
"
\n",
" \n",
- " 3942 | \n",
- " -0.167407 | \n",
- " 6.988100e-11 | \n",
- " 394.3 | \n",
+ " 4002 | \n",
+ " -0.166850 | \n",
+ " 7.296700e-11 | \n",
+ " 400.3 | \n",
"
\n",
" \n",
- " 3943 | \n",
- " -0.167398 | \n",
- " 6.985750e-11 | \n",
- " 394.4 | \n",
+ " 4003 | \n",
+ " -0.166846 | \n",
+ " 6.987300e-11 | \n",
+ " 400.4 | \n",
"
\n",
" \n",
"\n",
- "3884 rows × 3 columns
\n",
+ "4004 rows × 3 columns
\n",
""
],
"text/plain": [
" E i T\n",
- "60 -0.206243 4.571450e-11 6.1\n",
- "61 -0.206232 4.584480e-11 6.2\n",
- "62 -0.206221 4.593445e-11 6.3\n",
- "63 -0.206212 4.600095e-11 6.4\n",
- "64 -0.206202 4.606290e-11 6.5\n",
+ "0 -0.206795 7.859750e-11 0.1\n",
+ "1 -0.206805 5.445100e-11 0.2\n",
+ "2 -0.206809 6.106750e-11 0.3\n",
+ "3 -0.206795 5.972600e-11 0.4\n",
+ "4 -0.206780 5.621750e-11 0.5\n",
"... ... ... ...\n",
- "3939 -0.167438 7.020500e-11 394.0\n",
- "3940 -0.167428 7.005000e-11 394.1\n",
- "3941 -0.167417 6.993800e-11 394.2\n",
- "3942 -0.167407 6.988100e-11 394.3\n",
- "3943 -0.167398 6.985750e-11 394.4\n",
+ "3999 -0.166870 7.752900e-11 400.0\n",
+ "4000 -0.166854 7.931000e-11 400.1\n",
+ "4001 -0.166857 7.781400e-11 400.2\n",
+ "4002 -0.166850 7.296700e-11 400.3\n",
+ "4003 -0.166846 6.987300e-11 400.4\n",
"\n",
- "[3884 rows x 3 columns]"
+ "[4004 rows x 3 columns]"
]
},
- "execution_count": 128,
+ "execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
@@ -225,13 +221,13 @@
},
{
"cell_type": "code",
- "execution_count": 129,
+ "execution_count": 13,
"id": "4d717162-2cbf-4d0b-acf5-d7b2528539c7",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
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",
"text/plain": [
""
]
@@ -273,17 +269,13 @@
},
{
"cell_type": "code",
- "execution_count": 130,
+ "execution_count": 14,
"id": "87f8f180-e850-4154-aeab-c2e6fc8d78bc",
- "metadata": {
- "jupyter": {
- "source_hidden": true
- }
- },
+ "metadata": {},
"outputs": [
{
"data": {
- "image/png": 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ZwqRJkwgLCyMoKIjExEQ+/PDDereTm5vLkiVLePDBBxk0aBAGgwFFUWqdaXv27NkoinLJl6clUwoKCnjyySeJjY3FbDYTGxvLE088QUFBQb1jF0IIIVobTdP4Lv078kqrJl9uZw71YkS+wWfGhK1cuZIZM2agqipjx44lIiKCDRs2MHv2bPbs2cOiRYvq3NbPP//MAw88UK/rjx49usZjqampJCUlERsb61qLrlJeXh4jR47kyJEjdO/enalTp7J//37eeust1qxZQ1JSEuHhbWveEyGEEKKSpmn8dPInssqyOFNocZWPj5ngxah8g08kYfn5+cyZMweHw8GKFSuYNm0aAFlZWYwePZrXX3+dKVOmMGFC3f6HRUVF8fDDDzNs2DCGDRvGyy+/fMmlV+bOncvcuXM9Hrv99ttJSkpi1qxZ1RYWfeqppzhy5AjTpk3jP//5DwaD81v6+OOP87e//Y2nn366Qb15QgghRGuQVZbFgbwDOFSNs+eTMGveeBJjO3o5Mu/ziduRS5YsobCwkFtuucWVgIEzmXrllVcA6tUTNnLkSN5++21mz55Nv379LmsixKKiIr7++msAZs2a5Xbs7NmzLFu2DKPRyOLFi10JGMCrr75KZGQky5YtIysrq8HXF0IIIVoyg8752Xg8txSbQwXAHJDNoBi5HekTSdjq1asB5xpzF5s8eTJ+fn6sX78ei8VS7XhTW7FiBeXl5QwbNozevXu7HVu7dq3r9mlUVJTbMbPZzJQpU3A4HKxdu7Y5QxZCCCF8RoR/BKM6j3L1ggHEx2awK2ebF6PyDT6RhO3duxeAwYMHVztmMpno378/FovFtcxHc/r444+B6r1gAHv27AE8x31heeV5QgghRFs0MHIg/rZE1354oJl9uftQNdWLUXmf15OwoqIi11OEXbp08XhOZbmnJxOb0qlTp9i4cSMGg4E77rij2vHKeHwtbiGEEMLXZJ/zA82ZdoT4G+gQ0AGd4vU0xKu8PjC/pKTEtR0QEODxnMDAwGrnNodly5ahqio33ngjHTp0qHa8Mp7GjLtykdGLHTt2jPj4+Dq3I4QQQviKk/llHDh3AH2As+erQ5A/Y7qM8XJU3tcoKej06dPp3bt3vV7btjnvBWuadsn263JOU6i8FXnPPfd4PF4Z18VPTF58XHhf5TxvtVmwYAGKorBgwYJqxwoKCnj++ecZNGgQgYGB+Pv707VrV8aOHcv8+fPZvXu32/kOh4PPPvuMZ555hjFjxhAYGIiiKPz2t79tUPylpaV89NFHPPbYYyQmJmI2m1EUhb/85S8Nau9C3377LbNmzaJbt24EBAQQEBBAr169uO+++1i/fv1lt38pH3zwQY3f9+akKApxcXFuZRs3bkRRFGbPnu2VmIRoLT769QQ6k/MhtWA/A0O79CTCP8LLUXlfo/SEpaen13u8VllZGQDBwcFuZSEhITWeGxQUdBlR1s++ffvYt28fISEh3HzzzR7PqYy9tLTU4/GGxL1//36P5TX1kImmd+LECcaOHUtGRgbBwcFcddVVdOjQgdzcXJKTk9m8eTN5eXn84x//cNUpLi7m9ttvb7QYjhw5wr333tto7YGzh/buu+/mq6++AuCKK65gyJAhABw+fJilS5eydOlSfvOb3/Cvf/2rwddZsGABL774Iu+//74kM0K0QRabg0/3bkYxFAIwsEs7ScDOa5QkLDk5ucF1Q0JCCA0NpbCwkJMnT9K3b99q55w8eRKArl27Nvg69VU5r9htt92Gv7+/x3Mq46mM72LeiFs0vkcffZSMjAxuuukmPv74Y0JDqx6rttvtfP/999WmITEajdxzzz2uuep2797N7373uwbHEBwczP33309iYiLDhg1jxYoV/PnPf25wew6Hg5tuuomffvqJ4cOH869//ataon/48GHmz5/PsWPHamil9UtMTOTgwYNu/8+FEHWnaRpPf/0Z5YYDABj1OobHdaZfuHQsgA+MCQMYOHAgmzZtYufOndWSMJvNRkpKCmazmYSEhGaJR1VVPvnkE6DmW5HgjBtg586dHo9Xll9xxRWNHKFoLuXl5axbtw6AN954o9qHscFg4MYbb6xWLzAwkKVLl7r2Dx06dFlxxMfHs2TJEtf+qlWrLqu9N954g59++ol+/frxww8/eBzX2KtXLz7//HN++eWXy7pWSxYQEFBtahohRN2tP7aT9WlbXfs9Izpwd98ZBJma786WL/OJxxImT54MwPLly6sdW716NRaLhYkTJ+Ln51fteFPYuHEjJ0+eJCYmhnHjxtV43g033IBOp2Pz5s1kZ2e7HauoqODrr79Gp9N5/JAWLUN+fj52ux2AyMhIL0fTOBwOh2vy47/+9a81PlhSadSoUa5tTdP45JNPuOOOO+jVqxeBgYEEBweTmJjI4sWLUVX3x83j4uJ48cUXAZgzZ47bOqwbN26sdq2MjAzuuusuIiMj8ff3Z+jQoa7Jkj1Zs2YN1157Le3bt8fPz4+EhAT+8Ic/1Lhua2lpKc8++yxdu3bFz8+P3r17s2jRohrHb15qTNjatWu56aab6NChA2azma5duzJ16lS++eabGmMWoi05knfWbf+1G++XBOwCPpGEzZ07l5CQEFatWsUXX3zhKs/OzmbevHkAPP3009XqVQ7yP3XqVKPGUzkg/+677651tv2OHTty5513YrVaefjhh10f1gDz5s0jJyeHu+66i+jo6EaNTzSfiIgIV/J/4Zivlmz37t2cPn2a8PBwrrvuunrVraio4K677uK7776jQ4cOTJkyheHDh7N//34eeeQRfvOb37idP336dFeP8ahRo7jvvvtcr4v/XaSnpzNs2DB++eUXRo8ezZVXXsmOHTuYOnUq3333XbVYXnrpJSZPnszGjRsZMmQIU6dOpaysjJdffpnhw4dXu0VcUVHBddddxyuvvEJ5eTlTpkwhLi6OP/zhDzz66KP1+j4A/P73v2fSpEmsW7eOhIQEpk2bRrdu3fjxxx959dVX692eEK1RoaVqdoAugd2Jj2gdf8w2Gs1HLF++XNPpdJqiKNr48eO16dOna+3atdMA7fHHH/dYB9AA7fjx49WODR8+3PWKiIjQAK1Hjx6ust/97nce2ywvL9dCQkI0QEtJSblk3Dk5OVp8fLwGaPHx8drtt9+u9e/f37Wfk5NTr+9DTfr27av17du31nMcDod24MAB7cCBA5rD4WiU67YWlT8rtXnhhRc0QHvhhRfcyh944AFX/aFDh2p/+tOftLVr12oFBQV1vv7777+vAdpDDz3UkPBrjPWll16qd91//vOfGqBNnDix3nVtNpu2YsUKraKiwq08OztbGzp0qAZoP/30k8dY33//fY9tVn5vAO2xxx7TbDab69gbb7yhAdqYMWPc6mzbtk3T6XRacHCwtnXrVle5xWLRZsyYoQHajBkz3Or87//+rwZoiYmJbv/vduzY4fo3Hxsb61bnxx9/1ADtvvvucyv/6KOPNEDr0qWLtmfPHrdjJSUl2oYNGzy+10ryb1W0FX/6fpnW89UntJ6vPqHd8M83vBZHXT5DvcEnxoSBcwD8pk2bWLhwIUlJSVitVvr06cMjjzzCnDlz6t3e1q1bq5UdPXqUo0ePAtR4a/Orr76iqKiIK6+8sk5PJEZERLB9+3ZeeOEFvvzyS1auXElUVBSPPvooL774ImFhYfWOvcloGlgKvR1F/fmFwiWml6irS01T4ckbb7yBxWLh448/Jjk52fUgil6vZ8yYMTz33HP17lHypry8PKBht1cNBoPb+q6VIiMjeemll7j22mtZtWoVY8eOrXfb3bt357XXXnNbg/WRRx7hxRdfdP1OMJlMAPz9739HVVWefPJJEhOrZuE2m838/e9/Z/Xq1axYsYJTp07RuXNnAN555x0AXn/9dbexfYMHD+aRRx7hpZdeqnOs//u//ws4fzYuHvMZGBjI1VdfXc93L0TrZLVX/c71N5q9GIlv8pkkDJy3K+qzzqJWyzxctR2rzcyZM5k5c2a96rRv35633nqLt956q0HXbDaWQng51ttR1N+zJ8C/XaM0dd9999V4bPfu3R6XmAoICGDp0qXMnz+f5cuX8/PPP7N9+3by8vLYuHEjGzdu5LXXXvN4y9wXNfTfxoV2797Nd999x4kTJygrK0PTNIqLiwHndBoNMX78eIxGo1uZwWCge/fu7Nixg7y8PDp27AjA5s2bAeeQgYt16NCB6667jlWrVrFlyxZmzJhBRkYGmZmZdO7cmauuuqpanTvvvLPOSdjp06c5ePAg4eHh3HbbbfV9m0K0KXa73rXtZ/CJEVA+xaeSMCGa2gcffFDjsQULFtS6zmdCQgLz588HnE/Q/vrrrzz33HNs3ryZZ599lttuu43YWN9PciMinPPz5OTk1Luu1Wpl9uzZrqeHPalMxuqrpuW/KufZq6iocJWdPn0aRVFq/H5XTrp6+vRpt681TRdTn2lkMjMzAWQFCyHqQHNUDcJXDJ7n1GzLJC0VogF0Oh2jRo1i3bp1xMTEYLfb+fbbb70dVp0MGjQIcPZm1bdXbNGiRXzyySf079+ftWvXkpWVhdVqRdM014TNDe1pa8it4rq2qV1idYuGXLsp4hWitSmzOlzbfkbp97mYfEfaEr9Q5629lsbPdyfKDAgIIDExkczMTHJzc70dTp1ceeWVdOzYkTNnzvDtt99yww031LnuypUrAVyJ2IXS0tIaNc7adOrUiePHj3PixAmP8weeOOH8Oa+8fdmpUye38prOr4uYmBgA1/hSIYRnmqZxqrTq90K4X7gXo/FN0hPWliiKc2xVS3v5eI9D5YzylR/0vk6v1/PUU08B8Mwzz7iW16rJli1bXNv5+flAVSJyoc8++8xj/crB9BdO4XK5xoxxLvy7bNmyasdycnL47rvv0Ol0rvFfsbGxdOnShVOnTvHrr79Wq/Ppp5/W+dqdOnWiT58+5OXluU2pI4Rwty59HafLqlaU6RMpq8dcTJIwIWpRUFDA8OHDWblyJTabze2YzWZj4cKF7N69G39//3r1KHnbU089xejRo9m/fz8TJ07kwIED1c5JS0vjjjvu4I9//KOrrFevXkD1OdOWL1/utkLAhSqT0/quL1ubRx55BJ1Ox5tvvum2bJrVauWxxx6jrKyMadOmuZ6MBHjooYcA5/xeRUVFrvLdu3fz9ttv1+v6f/jDHwB48sknq633Wlpayg8//FDv9yREa5JWkMberMMUlp3/vakZGdW1f+2V2iC5HSnEJWzbto1p06YREhLCkCFDiI6OpqCggN27d3PmzBn0ej3vvPNOtclHH374YdfSVZWD4FeuXMnu3btd5yQlJdU5jltvvZUzZ84AVeuSLl68mC+//BJw3nqrvF14KQaDgW+++YY777yTNWvW0L9/fwYOHEjPnj3RNI0jR464HlJ44IEHXPXmzZvHunXr+MMf/sDnn39Or169OHLkCMnJyTzzzDP89a9/rXat6667Dj8/P15//XVSUlLo1KkTiqLwX//1Xw1eiiwxMZH/9//+H/Pnz2fkyJGMHz+eiIgIfvnlFzIzM+nZsyd///vf3er813/9F6tXr+bXX38lPj6eCRMmUFxczA8//MD999/vmsKiLu699162b9/O3//+dwYOHMhVV11Fly5dOH36NLt27eLKK6+UaSpEm5Zdnk3KqaopkYKVbsRH+u7QEm+RJEyIWoSGhrJlyxbWrVvHxo0bSUtL45dffkGv19O1a1cmT57MY4895nF90AMHDlSbry47O7vaEld1tWvXrmpjlzIzM11P69X3ycyQkBC++eYb1q5dy0cffcSWLVv4+uuvURSFLl26uGa2nzBhgqvO2LFj+fnnn5k/fz67du3i8OHDDBgwgBUrVjB48GCPSVinTp1YtWoV//M//8PPP/9MSYlzBu1Zs2Zd1nqwf/zjHxk4cCCvv/4627dvp7y8nK5duzJv3jz+8Ic/0L59e7fzzWYz69ev58UXX+STTz5h1apVxMXFsXDhQn7/+9/XKwkD+Nvf/sbEiRN555132L59O1u3biU6OpqJEye6Ja5CtEW92/cmPe9L1/6A+DwqHOUE6GpfJq2tUbTGmDRINLnKiWMvvvVxIVVVXbd8EhISal1ySQjhPfJvVbR250qtDP/7/0PRO6esmTUilnsGTKVbaDevxFOXz1BvkH/5QgghhGhU3x466krAAs0GooIDiAqI8nJUvkeSMCGEEEI0mgNnz/LK5s9d+7FhQdwUfxMBRrkVeTEZEyaEEEKIy6JpGqeKs/h/33/HpvQ9OLSqSVqv6zaWzkGda6nddkkSJoQQQogGqXBUkJKbwuH8w3y17zA7TuS7HR/cMYEHh4/zUnS+T5IwIYQQQtSbXbWz/PByCisKUVWNA2eq5t8zK4E8ctX1PDh8tDx4UgtJwoQQQghRb+cs5yiscM4FlplfRrnVgWZrh6OiIz89eTcd2wVdogUhSZgQQggh6i3MLwwFBQ2NPScLUCs6Yi/uz/iESEnA6kj6CIUQQghRbwadgZiQGE7ll5OWU4qid07EfNMVLWMdXV8gSZgQQgghGsRf78++88sTKYZiBsaEcuuV8iRkXUkSJoQQQogG6dm+JwXlVtf+1f380OsUL0bUskgSJoQQQogGySs/x7mSqiSsZ5TZi9G0PJKECSGEEKLecstzWXNsI1aHCoCiwOi4Xl6OqmWRJEwIIYQQ9aZpmlsvWKi/ESvFXoyo5ZEkTAghhBD1FhkQSajSx7Uf6m9i+eHlbD+7HU3TvBhZyyFJmGgTFEVBUWofLLpgwQIURWHBggXVjhUUFPD8888zaNAgAgMD8ff3p2vXrowdO5b58+eze/dut/MdDgefffYZzzzzDGPGjCEwMBBFUfjtb3/boPhLS0v56KOPeOyxx0hMTMRsNqMoCn/5y18a1J4QQjQGtbw79pLeAASbDaiayvaz2zldetrLkbUMMlmrEJdw4sQJxo4dS0ZGBsHBwVx11VV06NCB3NxckpOT2bx5M3l5efzjH/9w1SkuLub2229vtBiOHDnCvffe22jtCSFEY8grtaJaYnAoDkL8z7nKddLHUyeShAlxCY8++igZGRncdNNNfPzxx4SGhrqO2e12vv/+e7KystzqGI1G7rnnHoYNG8awYcPYvXs3v/vd7xocQ3BwMPfffz+JiYkMGzaMFStW8Oc//7nB7QkhRGM4W1gOqCiGIswGPQCBxkCiA6O9G1gLIUmYELUoLy9n3bp1ALzxxhtuCRiAwWDgxhtvrFYvMDCQpUuXuvYPHTp0WXHEx8ezZMkS1/6qVasuqz0hhLhcNofKvtO5GEJ3ozOeIzI4BoAe7XpccviHcJIkTIha5OfnY7fbAYiMjPRyNEII4Tt+TkvHEZiETl+GXqfQIcRMZEAkQ6KGeDu0FkNu2gpRi4iICPz8/ADcxnwJIURbdqbkDK9uWYqiLwMgPMhE77BeTO0xFT+Dn5ejazmkJ6wN0TQNq2q99Ik+xqQzea1r22Qycc899/DPf/6TZ599ls8//5xJkyYxcuRIRo4cWe32pBBCtHaapvHOjk84mlPgKpvedwLXxl4rtyHrSZKwNsSqWvnXvn95O4x6u3/A/Zj1jbMURkN+QbzxxhtYLBY+/vhjkpOTSU5OBkCv1zNmzBiee+45rrvuukaJTwghfN2u7F1sT696EjI2qDdPjLpeErAGkCRMtCn33Xdfjcd2797Nnj17qpUHBASwdOlS5s+fz/Lly/n555/Zvn07eXl5bNy4kY0bN/Laa6/x9NNPN2XoQgjhE9KL0jlTWO7av7p3lCRgDSRJmGhTPvjggxqPLViwwGMSVikhIYH58+cDoKoqv/76K8899xybN2/m2Wef5bbbbiM2NraxQxZCCJ8SqutOmXWTa1/vl0lOWQ6RAfLwUn1JEtaGmHQm7h9wv7fDqDeTzuTtEKrR6XSMGjWKdevW0bt3bzIzM/n222958MEHvR2aEEI0if1nz/DGz+v4Kb3qj9V2AUaC/AwYdJJONIR819oQRVEabWyVcAoICCAxMZHMzExyc3O9HY4QQjQ6q8PKy5tW8PHObdXWhBwe25kp8VNo79feS9G1bJKECXGZjh07BkCnTp28HIkQQjS+1Ye28u9d7gmYUWdiSKde/M/VM2nvH+LF6Fo2mSdMiFoUFBQwfPhwVq5cic1mcztms9lYuHAhu3fvxt/fnxtuuMFLUQohRNNZm5qCQ61KwB4YchNbH17I0jvmSgJ2maQnTIhL2LZtG9OmTSMkJIQhQ4YQHR1NQUEBu3fv5syZM+j1et555x2io93XSnv44YfZuXMnADk5OQCsXLmS3bt3u85JSkqqcxy33norZ86cAeDkyZMALF68mC+//BKAjh07snLlyoa+TSGEqEbVVNILT7r2r4xpzyOjryLA6HtjdVsin0rCtmzZwsKFC0lKSsJqtdK3b18eeeSRWqcV8CQ3N5cvv/ySbdu2sW3bNlJSUnA4HHzyySfccccdHuvMnj2bDz/88JJtnzhxgq5du7r24+LiOHHiRI3nHzx4kN69e9crfuE7QkND2bJlC+vWrWPjxo2kpaXxyy+/oNfr6dq1K5MnT+axxx7jiiuuqFb3wIEDbN261a0sOzub7OzsBsWya9euaj9rmZmZZGZmAsiTmUKIRmN32Pn1RBqf79vKibxSV3nX8AD8Df5ejKx18ZkkbOXKlcyYMQNVVRk7diwRERFs2LCB2bNns2fPHhYtWlTntn7++WceeOCBel1/9OjRNR5LTU0lKSmJ2NhYYmJiPJ5TU6IoM6r7hosHk3qyYMECFixY4FamKIprdvz62rhxY73r1CY9Pb1R2xNCiIsVWYtIydnPgm/XkX6u0O1Y+0ATTw6/V+YEa0Q+kYTl5+czZ84cHA4HK1asYNq0aQBkZWUxevRoXn/9daZMmcKECRPq1F5UVBQPP/www4YNY9iwYbz88st89NFHtdaZO3cuc+fO9Xjs9ttvJykpiVmzZtX4w1fb/FNCCCGEL7Ordn46+ROp51I5nltaLQEz6Iz8+ZrZdA6O8lKErZNPJGFLliyhsLCQW265xZWAgTOZeuWVV5g2bRqLFi2qcxJ2cc+FTtfw5w+Kior4+uuvAZg1a1aD2xFCCCF8kaZprE5bzemS0wCk5ZScP6JDtbXjtisGMHvoVfSJkgSssflEErZ69WoApk+fXu3Y5MmT8fPzY/369VgsFvz8mnd19hUrVlBeXs6wYcNkbJcQQohW52TJSVcCZneoHD5bjqM8FkdZHK/cNpSZQz0PwxGXzyeSsL179wIwePDgasdMJhP9+/cnOTmZ1NRUBg4c2Kyxffzxx8Cle8FeffVVjh07htlspl+/ftx6661ERsoSDkIIIXyTXbWz5fQWUnJTXGWHzhZTnDMCVOfE3tf0kd6vpuT1JKyoqIiCggIAunTp4vGcLl26kJycTEZGRrMmYadOnWLjxo0YDIYan6qsNG/ePLf9p556irfeeov77295ywQJIYRo/U4Wn3RLwDRNY+eREFcCNmNIF8ICZSqKpuT1JKykpMS1HRAQ4PGcwMDAauc2h2XLlqGqKjfeeCMdOnTweM7NN9/MhAkTGDJkCJGRkaSlpfHee+/x5ptvMnfuXMLDw5k6dWqdr9mvXz+P5ceOHSM+Pr4hb0MIIYSoJsgU5LZ/ptDCOfspdGY/cATy0LhuXoqs7WiUJGz69OmkpKRc+sQLLF26lMTExDpNHVCXc5pC5a3Ie+65p8Zz3nrrLbf9fv368dprr5GQkMBDDz3Es88+W68kTAghhGgOEf4RRPhHkFvuXPc2+UQ+oGII3kdMWADbz2l0CbsVP0PzjsVuSxolCUtPTyc1NbVedcrKygAIDg52KwsJqb4EQuW5QUFB1Y41lX379rFv3z5CQkK4+eab611/7ty5PP/88xw+fJjjx4/TrVvd/qLYv3+/x/KaesgudOH0GaqqXtZToUKIpqOqqmtb5lwS3jSq8yhWHV3F6YLyC56KhP6dQsm35HO65DTd23X3YoStW6N8SicnJ6NpWr1e48ePByAkJMQ1oWnlUiwXqyy/cKb6plY5r9htt92Gv3/9ZwfW6XSu24eVS800NUVRMJmc9+9LS0svcbYQwlsq/32aTCZJwoRXVDgq2Juzl42ZGwH4NS3Pdax9gIleUUEEGYOIDoz23IBoFF4fEwYwcOBANm3axM6dO+nbt6/bMZvNRkpKCmazmYSEhGaJR1VVPvnkE6D2W5GXkp+fDzRvD15wcDB5eXlkZWUBzvF00iMmhG9QVZXS0lLXv88L7wQI0ZzWHV/HqZJTAFjtKifzy1zHRveIQFEU7ux9J0a90Vshtgk+kYRNnjyZTZs2sXz58mpTQaxevRqLxcKkSZOabY6wjRs3cvLkSWJiYhg3blyD2ti/fz+pqakEBAQ06/xi4eHhlJaWYrFYOH36dLNdVwhRP35+foSHh3s7DNFGldvLXdtZRRYqh16bDToGdo5mdOfRkoA1A5/oIpk7dy4hISGsWrWKL774wlWenZ3tmvrh6aefrlavd+/e9O7dm1OnTjVqPJUD8u++++5ae5G+/fZbduzYUa187969zJgxA03TmDt3rusWYXOoXFg6PDy8Wa8rhKgbk8lEeHg4Xbt2Ra/Xezsc0UZdG3st4X7OPwKyiiyu8qgQPzoHdybcX/5AaA6K5q1HDy+yYsUKZs6ciaZpjBs3joiICNavX09BQQGPP/44b775ZrU6lWMpjh8/TlxcnNuxESNGuLaPHTtGbm4uPXr0cP3lOXjwYBYvXlytTYvFQlRUFEVFRaSkpNQ6IH7BggW8+OKLxMbGEh8fT2RkJMePH2fnzp3Y7XbGjRvHmjVrapx6oz4q46hp4H5NKsfgCSG8T1EUGQMmfEq+JZ97P19EalYxAENi2zOmp3Oi8ZkJM4nwj/BmeI2moZ+hTc0nbkeCcwD8pk2bWLhwIUlJSVitVvr06cMjjzzCnDlz6t3e1q1bq5UdPXqUo0ePAtR4a/Orr76iqKiIK6+88pJPJF5//fVkZmayfft29uzZQ2FhISEhIYwePZq7776bOXPmeP0vXfmlL4QQoibt/dpTmNcHTd2DoqugQ3DVZ+PnqZ8zMXYivdr38mKErZvP9ISJ2vlqFi+EEKLlKq2w03/Bt2iahqIv46GbsgnxrxqG0yW4CzfH13+aJl/jq5+hPjEmTAghhBDN79DZIuegfMWGf8A5urV3Xx2mnbmdV+JqK3zmdqQQQgghmtfPR3LRmU9jCEqlQ3sjeRbV7XjvsOZ7ur8tkiRMCCGEaIMyi86wZPd/MAQ7J2rtGhbqOhbhH8GQqCF0CPC8brJoHJKECSGEEG3M0fyjvJm0ggqqZsq/onMYQ6KG0LN9T8L8wrwYXdshSZgQQgjRRthVO9vObGNPzh4OZxW5ynu0784Dg2YRag6tpbZobJKECSGEEG1AsbWY1Wmrybfkk1tSwYm8MtCM2IoG8OzNN0oC5gWShAkhhBBtwLaz28i3ONc03pqWh6pp2AqvpHNwNKN7tI5JWVsamaJCCCGEaANMOudSdifzyziSXQKaEc0eyh8n9UGvk0m9vUGSMCGEEKINGNFpBIqi8Mux84PxFRvdI/24oV+0dwNrwyQJE0IIIdoCDSpsDrIKqxbsfnJib3TSC+Y1koQJIYQQbcD+vP2cKihHPb9aodmg4/r+Mg+YN0kSJoQQQrQBGhpHs0tc+53a+fNp6r85kHfAi1G1bZKECSGEEG1Ar3YJHM+qWpaoZ4dgSm2lbMzcyOq01RRbi70XXBslSZgQQgjRBhw+W0FB9hDUimh0ikL3yEDXsYyiDD4//DkVjgovRtj2yDxhQgghRCulaiq5ZYV8d+gob27cgTH0NIqhiOhQf/yMerdzLXYLJdYSzP5mL0Xb9kgSJoQQQrQChRWFnCw5SaGlkCJrEQUVBeSW5fPx1uOcK7UCoJz/1O8Y6udWV6fo6B/RX9aMbGaShAkhhBAt3I6sHWw9s7Va+aYj2a4ErJJRr2N0t+70j4ilvbk97f3a0yGgAya9qbnCFedJEiaEEEK0cJ4SsIIyK/tOFQKgqX5o9hAevGoQN/bpy4CouGaOUHgiSZgQQgjRwnUI6EB2WbZr32pXWbXdjuVcIpo9gGA/P359biJBZvnY9yXydKQQQgjRwt3U/SZCzaGu/dSzxeTbTmIIOgg6K/Mn9ZEEzAdJEiaEEEK0cH4GP+7qfRcJ7RMAOJ7nnJRVMRQxrG8WdyR29WZ4ogaShAkhhBCtgKIoXN31amIC+nI8t9RV3q1jucyK76MkCRNCCCFaCUVRyM3riOpwTkFhNuiIaR/AxsyN7M3Z693gRDWShAkhhBCthKZpfJJ0Flv+CByWzvSKCkavUwDYl7vPy9GJi0kSJoQQQrQSm47kcjirBJ0pB73fKa7s2s51rGNgR+8FJjySRyWEEEKIVmL5jpPo/dPRBx6hc3t/wgKdSxB1DOzIuC7jvByduJj0hAkhhBCtQGmFndV7T6EPPALAlTHtXcdu6XELep2+pqrCSyQJE0IIIVqBL3aloQ9JBsCgV4iLCABgTv856BT5uPdF8n9FCCGEaAVWHPgVnbEAgJ6RwRh0Ou7qfRf+Bn/vBiZqJEmYEEII0cL9mHqaA+d2ufb7dgqhZ/uetPNr572gxCXJwHwhhBCiBXGoDn5JT2f94YMczj1JZlEWOWUFruPhQWZiw4O4qtNV3gtS1IkkYUIIIUQLkHI2gzc2/8jOM6mUWMtqPG9sj47c3eduAo2BzRidaAhJwoQQQggfZVNtpBWkcSDvIH/94VdyiitqPDfA6MeMKxJ5YtR1BJmCmjFK0VCShAkhhBA+QNM0ssuyybXkkleeR155HrnludhUGwfPFF2UgCnEhHRkQFQ3+kV1ZlCnrgzq1BGjQaahaEkkCRNCCCG8TNM0vjz6JWdKz1Q7VmF38PPRXOd59mCizL347De30Ck0pLnDFI1MkjAhhBDCy/Ir8j0mYAAHT5dRVBiFaumE4gjlvSfH0Sk0uJkjFE1BpqgQQgghvOxMiecE7IqIwexI6YGjJAHN3o5JAzrRK0oSsNbCp5KwLVu2MGnSJMLCwggKCiIxMZEPP/yw3u3k5uayZMkSHnzwQQYNGoTBYEBRFD799NNa6zkcDhYvXszw4cMJDg7GZDIRGxvLb37zG44cOVJjvYKCAp588kliY2Mxm83ExsbyxBNPUFBQUO/YhRBCtD27c3Z7LF+6cwPFps2YIjZiCjzBM9clNG9gokn5zO3IlStXMmPGDFRVZezYsURERLBhwwZmz57Nnj17WLRoUZ3b+vnnn3nggQfqdX1N05g2bRpfffUVgYGBjBkzhqCgIHbt2sX777/P559/zo8//sjQoUPd6uXl5TFy5EiOHDlC9+7dmTp1Kvv37+ett95izZo1JCUlER4eXq9YhBBCtC1dgrpQWFHoVpZfamXLsbzzeyoDe+YRFyHTTrQmPtETlp+fz5w5c3A4HCxfvpyNGzeyfPlyDh06RI8ePXj99df58ccf69xeVFQUDz/8MO+//z4pKSncc889l6zz9ddf89VXX9GtWzeOHj3K2rVr+fzzzzl8+DBPPfUUJSUl/P73v69W76mnnuLIkSNMmzaN1NRU/vOf/5CSksJjjz3G0aNHefrpp+v1vRBCCNH2jO48muvjrmdAxABX2fb0c1gdKgBGvY5bBwyoqbpooXwiCVuyZAmFhYXccsstTJs2zVUeFRXFK6+8AlCvnrCRI0fy9ttvM3v2bPr164dOd+m3uWnTJgAeeughoqOjXeU6nY7nn38egO3bt7vVOXv2LMuWLcNoNLJ48WIMhqqOxVdffZXIyEiWLVtGVlZWnWMXQgjR9ugUHccKjrEvdx8AuSUVpGYVu47f1OcK7uh7s7fCE03EJ5Kw1atXAzB9+vRqxyZPnoyfnx/r16/HYrE0WQxms7nGY4qiABAWFuZWvnbtWtft06ioqGrtTZkyBYfDwdq1axs/YCGEEK2GxWHhaMFRAByqxrr9Z3GoGgCBZgNXJ8RgsTfdZ6DwDp9Iwvbu3QvA4MGDqx0zmUz0798fi8VCampqk8Vw7bXXAvDuu+9y9uxZV7mqqrz44osA3HfffW519uzZA3iO+8LyyvOEEEIIT0w6Ex0DO6JqGqt2nyL3golZr+0TxbHCVD468BE/ZvxIibXEi5GKxuT1JKyoqMj1FGGXLl08nlNZnpGR0WRxjB8/nqeffpq0tDR69OjBjTfeyMyZM+nVqxf/+Mc/eOKJJ1zJWKXKeLwZtxBCiJZPr9MzJX4K5QUJpJ/1B80IQP/Ooa7B+A7NwcFzB1l5dCWqpnozXNFIvP50ZElJVUYfEBDg8ZzAwMBq5zaF1157jS5dujBv3jzWrVvnKh84cCDjx493G/N1YTyNGXe/fv08lh87doz4+Pg6tyOEEKJlUVUdXyQp2IsGAxrhIXb+e0IPtp7djIbmOq/YWky5vVwW6G4FGiUJmz59OikpKfWqs3TpUhITE9E07ZLn1uWcy1VRUcG9997LihUrmD9/PnPmzCE8PJzk5GQef/xxbr31Vv72t7/x6KOPVourcsyYN+IWQgjROny+I5MzhefHfekq+PNt3Smy5bolYAB9w/tKAtZKNEoSlp6eXu/xWmVlZQAEBwe7lYWEVF8Lq/LcoKCmWxX+pZde4rPPPuPJJ590u+04YcIE1qxZQ58+fXjuuee46667XAP0K2MvLS312GZD4t6/f7/H8pp6yIQQQrRsFY4KcstzeT/5JwzBp1EMhfTtbCStPAvK3c/tG96XcV3GeSdQ0egaJQlLTk5ucN2QkBBCQ0MpLCzk5MmT9O3bt9o5J0+eBKBr164Nvs6lfPTRR4DnJzRjYmIYMWIEGzZsIDk5meuuu84tnsr4LtYccQshhGgZNE2jyFpEbnkuueW55JXnkVueS4mthL0nC8goz0Z3/kH9oXEd3Or6GfyYEDOBbqHdvBC5aCpeHxMGzjFXmzZtYufOndWSMJvNRkpKCmazmYSEpluuoTJh8tQTd2H5uXPnXGUDBw4EYOfOnR7rVJZfccUVjRanEEKIliOvPI+M4gwyijLILsvGptrcjueXWtmSlseRC+YE6xjqR3iQmRBTCB2DOtI5qDPdQrth1tc8lZJomXwiCZs8eTKbNm1i+fLlzJo1y+3Y6tWrsVgsTJo0CT8/vyaLITo6moyMDJKTkxlw0azEDoeDXbt2ARAXF+cqv+GGG9DpdGzevJns7Gw6dKj6y6WiooKvv/4anU7HjTfe2GRxCyGE8D2aprE6bTWZxZkejztUje3p50hKO78skWZEtQehOQJ4ZvIEru7RR8Z9tQFen6ICYO7cuYSEhLBq1Sq++OILV3l2djbz5s0D8Lj8T+/evenduzenTp267BimTp0KwJ/+9CcOHz7sKnc4HDz33HOkp6cTGxvrtnZkx44dufPOO7FarTz88MPY7XbXsXnz5pGTk8Ndd93lNgO/EEKI1qnMVsaBvANsOrmJTw59UmMCdiJH45NfKvhlXztsRYOwnhuDNW8cXQxjWX7vXKb0GSoJWBuhaD7yCN+KFSuYOXMmmqYxbtw4IiIiWL9+PQUFBTz++OO8+eab1epUPpV4/Phxtx4qgBEjRri2jx07Rm5uLj169HAtpj148GAWL17sOicvL49Ro0aRmpqK2WzmqquuIiwsjF27dpGWloa/vz+rV6/m6quvdrtObm4uI0aMcE0hMXToUPbv309KSgrx8fEkJSURERFx2d+fyoH5NQ3cF0II4T3ZZdmsOrqq2u3GStEBHck41Yk3vj3LxTehOgSbeWhcPPeNjMWg94m+kVbHVz9DfSYJA/jll19YuHAhSUlJWK1W+vTpwyOPPMKcOXM8nl9bElbTtBGVxo0bx8aNG93KiouLee2111i5ciXHjh3DarXSsWNHJkyYwLPPPkufPn08tpWfn88LL7zAl19+SVZWFlFRUdxyyy28+OKL1ZY6aihf/QESQggBO7J2sPXMVo/HSix2Vu4+RV6xA80RiOYIQHP4o6l+TBnQjd9fM5AuIRHoFEnAmoqvfob6VBImauarP0BCCCGgsKKQdcfXkWfJcyvPKa5g5a6TlFkdbuVRoX6Mjo8gJsw52bde0RNiDqGduR0JYQl0C+l2yc4EUXe++hnqEwPzhRBCiJYs1BzKzISZFNuKySnLochaRGFFIS8mJVNqMaLonElY98hAEuPCiQ51f9DMoTnIt+STb8nneOFxJsRMoE+457svovWQJEwIIYRoBIqiEGIKIcTknNLol6O5HE8vBVR05mwmD1Ho09VSp7bK7GVNGKnwFZKECSGEEE3gg1+Oo/M/gd4/nS7hevp0jalTvYT2CVwRKfNLtgWShAkhhBCNLKe4lE1n1mIIdE7w3Sc6yuN57f3aExscS7h/OOH+4bQzt8Ogk4/mtkL+TwshhBCNRNM0iipKuOXDt9AMzgTMqNfRMyqIIGMQPdr1INgUTLApmPZ+7Qk1h3o5YuFNkoQJIYQQl6nEWsL6jPWcLjnN/tOF5FpyXMeu6BKK2eB8+vGqzld5MUrha2RSEiGEEOIy7czeyemS05RbHWw+kusqbxdgZER35yThoSbp9RLuJAkTQgghLlOYXxgVdgdf7j6FxeacjkKvU5hyRSeM52fBH9lppDdDFD5IbkcKIYQQl6CqKmU2KzklpZwsLOB0USHZxUXkl5dSVFFGcUU5+7JzyS2rmoIiMS6M8CAzACa9SWbEF9VIEiaEEKLNK7AUsCFjA7tOp7PvVCHl5f5YbCoWRwUVdisVDiuqpta5vd7RIQyNcy5b1y+8H/0j+mPSm5oqfNFCSRImhBCiTUsrTGPd8XVk5JWxcvdJnIv5FTW4vcFd2zOmZwSKonBT95voGtK10WIVrYskYUIIIdosh+pg3fF1pOeVsnrvaeqymrJRZyTIFEiIKZAgcwBBJn+CzH4Em/wZ1CWSIV0j8Tf4Exng/CpETSQJE0II0eacLT3LoXOHOFpwlMJyG9/sPYPd4czA9DqFxLgwro65jhA/f9r5B9DO358wf3/CAgII9vO7ROtC1I0kYUIIIVotq8NKia2ECnsF5Y5yKuwVJJ1JotxejqZpHM8tZdORXGyOqvFetwzqzM0JV3FV5+FejFy0BZKECSGEaJXSCtL4/sT3ODRHtWOqqvH9gSwOnnUf+zWxTxRdwwIYEDmgucIUbZgkYUIIIVqlA+cOeEzAHKrG2pQzHM0ucZUpCkzpPYz7Eq+ge7vuBBoDmzNU0UZJEiaEEKJV6tmuJ5nFmWgXjLY/U1jOuv1nKSyzuco6BnXg8VHXcHXPnrQzt0NRFG+EK9ogScKEEEK0SglhCcSFxlFiLeGbtG84WXiO/2zPdDsnLiKQmwaEkOVI5pNDyXQN6cqkbpNkYlXRLCQJE0II0WqZ9WZOldj4ZncRe86ecDvWLSKQm67ohF5X1fOVUZRBsbWYULOs8yianiRhQgghWhy7aqfcXk6ZrYzMggJ+PX6GnNJiiixllFjLKamwUGIrJ6+0lDxLbrX6g2LaMT6hQ7XyLsFdCDIGNcdbEEKSMCGEEL4vsyiT1PxUssuyKbOXUWq1sCezgJMF5aTnlta5HaNex8Q+HUiICnYrHxY9jKiAKLoEd5FbkaLZSBImhBDCJ9lUG6XWUg6eO8iu7F2UWe0czy3leE4pR3NKLt3ABYL8DESH+DEhoQPDOl1Bl6AuGPVG2pnbya1H4TWShAkhhGhyNtWGxW6pejmqvpbby7HYLVQ4Kty2bWrVE4yHs4r5dv9ZHOpF6wppRjTVRJApgG5h7Qn1CyDY7E+I2Z9QvwDa+QdyZZdIekZGEmQMQq/TN/M7F6JmkoQJIYRoMkXWItakreGc5Vy969pVleyiCnaeyHfr+XKUxeOwdMKkMzOoSzi/GR3HdX2j0elkagnRskgSJoQQoskczDtY5wTMalfJLakg41wZmfllnC20uPV8aQ5/HJYYpvQaztQrYxgZH46fUXq2RMslSZgQQogm0zGwIwoKGlXJlN2hUlBuo6DMSn6ZjfxSK1nFFs6VWtG0mttS9OVMGlZE707bOGHfR05aAEadkSBTEAntE4gJjpGJVkWLIkmYEEKIy2ZzOKiw2yiz2rDYbVTY7ZTZbOSX2QhRB7Pt1CEOZ+eRU1JCYUUZis4KqJdsV6coRIX6ER3sR8+oIDq180dDo8xeRpm9zHlSKRzJP8LQqKEkdkxs2jcqRCOSJEwI4bO0WrpFLuxZudw6tR67eBx45X9a1VdXuaa5Ha+Mp/I/VVPdy85/vfg8V7nmfj0VtarMw7VUTUVFRdM0HJrD+VV1UGq1kVdawcn8Us4WlVNht2NzOLCpDuwOFZvqwOZw4FBV7Or5clXF7nDgUB3YNRW7Q8WhObCrzjKH5sCh2XFoKg7VXuv39mK1zQBh0uuICDbTqZ0/XcMC6Bjqh1Fftykj8ix5dY5BCF8gSZhoFKqmsuX0Fvbm7PV2KEK0OJqmoWqcT3w050tVsasaNofza2XZqfxyzAa967jDoTmPn9+3OlRsdhWbQ8VqV7E61Fpv8XmLXqcQ4m+kfYCJdue/dmrnR1igqUG3FKMCohjecXgTRCpE05EkrAVRNZVSa90nJbyQSW/CqDd6PFZmK6u196A2Rr0Rk97EqeJT1RIwm8NWr7+OL6RTdBh0nn887ard1aPQ2ttVUGr8/1bZG+FL7YLzZ80TVVOxq/YGt2vUGT1+ODeoXWcnE6qmnf//pqC5ephA08Chqdgddtd5aM6bZxU2B1Z7VdJjd2g4VM0tUbKrGqqqnE+ONByqiq0yWXKorsTKcUEdX0yULp8OP4ORAKORUH8zMe2DiAkLJDo4gPBAfzRUFBQMOgN6RY9O0aHX6dErF7x058sVPSa9yfnSmQgwBhBkCnLtXzj1hMVuwaE27GdYr9PjZ/DzeKyp2q2wVzT434ZO0eFv9Pd4zOqwYnPYPB67FEVRCDAGeDxmc9iwOqwNahcg0BTosdyu2qmwVzS43QBjgMffEQ7VgaqpPjkJryRhLUheWR6vbnm1QXUn9ZxEYucLxkocWgOFJ0GnY3PaesodNjQUVEVBVXRoiuLa13D/oVYv+CHv16Ev/TsM4GxWLjvTtgNVd2+KKopwXJR8XNxW1eeO4paumfRmAs7/Yrm4TrG1FLtqg/PlF7bh2r+gsQvrG/XG879YFJwfuVXHSq1lrnmJao7zouuc39fr9AQaAz3WLbdZsKrWqvO1quMXf+5eXFdR9FW/sDT3a1sdFVQ4LhjIrHhuQ7voehoKKDoCTMFoKK6Xev6r1WHDUs9fhBe+D09LvmhU/oK1XHSk5u/FxfwN/igXvH/n7ThwqKrrA6HyvVb9DCiube389VpnslM3RoMDf7MNvU7FpEWix4BOUdDpICa0M52DozDo9Bj1zpdZb8Bo0PFL5mZU1YZOBzodGBTnV70ODDoFnQKG8/t6/fltRUOnU5jQbTzj48Z7jOftbW+TU5bToPcyrNMwJvea7PHYpymfkl6Q3qB2+0b2ZWa/mR6PfZX6FQdyDjSo3bh2ccweNNvjsfVp69l+enuD2o0MiOSRxEc8HtuSuYWN6Rsb1G6AMYB5o+Z5PLbr7C7WHFnToHYBFoxf4LE8NTeVzw983uB2/+uq//KY4GUWZZJXlkdkYGSD224qkoS1UWe2/4OVebsvu51fT23i1/Pbgy+7tYuUN3aDgA24OA9oLA3/A652DftD9tJq+MPbgYIdPXb0ONCjagoOdKjoUKncVlDRucqtGLBoJiowYrGZKNdMFBFIKX6Ua2Zsrl81nnvf6qLCWts3ovVNU6BTNHQ6DUXR0Ckais75NdgcQIVNISrEj2CzEb1OwaBXMOgU0vKPoNNp6HQq+vPn63Uqer3za+XfTwadgZ7BHd16DSb1HOj+h9oFSn7ZSpmtvj018pSiEJciSVgbtV8t83YIwkfp0dBjx1yZpdX1s7SW86yVCd2FvW6aM5Gr3L/wWNW287gdPRUYcGh6t2PqRb14qitBdK+vXnRN92vpKMNMBSbsmg4HehzoXPFe/BZ1Og29XnUmRucTJdf2BftRQZEEmfww6HUYdAoGnQ6DXgFUjpw76Fb3wiTL2RbUNCyqb2RfOgRWX3gaoLCO/67bm9pTYC1AURR06FAUhayyLE6VnHLdBjToDJj1Zox6Y4OHKwghaidJWBvVPXowhxU7aBoFlnw07fzH0vl7NxduQ82fryadEZPeiF11DgK+kF21o2kX3hzzdFPPc7lO0aFT9BfdpHSe61AdF4w18xxfzW0r6KuNC6h8Ok296MOm9vfuPFZ1L1Dn9qlZVffCJ+A8tqXVfp2L30tL7F8w4QAuGkvTkDfSzG9eA1RFd/6lVNvWzm87FB1WvZFygz9WvQG7zki3yACCAwLAFAB6syursjqsZFU0Vbdp3eRYqt8CTDqTRGZppsfz9+Xvw6E6qsZtXfTVrtox6AyEm8Mx6hre2ylEW6No8idOi9CvXz9UTSV5d3KD6nsamG+xW8gpz8Fit9Q6IOfigY7KBZ+EBr3zr2VPLHaLx7+gFQ+fpBdfw6AzYDZ4brfCXtHgwbE6na7WQbeqqtbpYYKL35dep68Wb+U5Voe1wYNuFUWpMV6rw4rdYa+82Pm4Ndf++Y2LvqigOV/+eiOa6gDVgaY5QLVzuuQM23J2odqtoNqdL01F0VRQHefrnv96wb5it4LdAnYLersVrMVQUQI26XEFQG8CczCYg9H82qGaAtD0Jme5wezcNpjBFIRmCqy5Gwznv42aBhhfzmDpykHwntT1IRuz3szMXjPdfmYrH97xpNxW3uCHVmr7HSED851kYL6TQ3XQv39/dIqO/fv3N7j9piA9YS2ITtHV+MPbEH4GP2KCYxqtPdHyxQDDe93sVmaxWzx+UHr6ZVfZ66dqKqqmojmsaKV5qGW5aA6bM+FTbeeTPgeaancmglrltnNfU+3Oc84nh5q1HM1aguawoWl2t+RRU+3n659/udo+3652UbmmVl1HU8FSiGYthvOJhna+f1NTuKi/FVeaW/WAw/nesovOcT7QUlWmYkUtL0FVzqICqsL5W6HguGDbeUyHavRDNfih+rdDNfrj0BtRdQY0vRF0xvPJmwnMIWD0B50edEZMfu2cI+YbWU1P0l5MwzmXWV1/T9WUPFyumpIdX23XbDBjxnNCeTkqnyZtbEa9sc4/E/Vh0BkwmBo/Lal8wtYXSRImhPDIoTpYm76WjKKM5ruo7vwLcN57NDhfAX5A+6a9tqad7+GzO3v5KnsCK7c1R83HHFawFDpf9nKwWVw9gw16HNNR4XxVFNavnsEM5iAwBoDB3/nV6OGrKcCZwDXyEj/DoocR4R/RqG0K0Zr5VBK2ZcsWFi5cSFJSElarlb59+/LII49w33331aud3NxcvvzyS7Zt28a2bdtISUnB4XDwySefcMcdd9RYz+Fw8H//9398+OGHHDhwgIqKCjp27MjEiRN57rnn6NmzZ7U6cXFxnDhxosY2Dx48SO/evesVv6/YkbWDrWe2ejsMIZqHooCid/YqNRZNc96SrSgCS7EzqSovAFv5+UTLCvbzCZfN4ty+HPaK823UceZ4o7+zV01vdCZo7bqCXyh6UxD6gAgMQVGuubuCjEG092uPv8Efo87ZE2LSmTDqjPgZ/IgKiJJ1G4WoJ59JwlauXMmMGTNQVZWxY8cSERHBhg0bmD17Nnv27GHRokV1buvnn3/mgQceqNf1NU1j2rRpfPXVVwQGBjJmzBiCgoLYtWsX77//Pp9//jk//vgjQ4cO9Vi/pkQxNDS0XnH4itzyXEnAhLhcigKmQOcruGPt52qas+fMVu5MpCqKnOPqVCs4bM6Xev6rwwrWEqgoBe18j1w9EziDpmG0lmLQSjFqmvOVm4ZB09ABiqahaxeLrstQlIhe6KKiAeftaatiRWfXnX+ARoeCwumS087t809cVm5XDt6vfOkVvcfyCwf6V05+bFAMrnaEaI18IgnLz89nzpw5OBwOVqxYwbRp0wDIyspi9OjRvP7660yZMoUJEybUqb2oqCgefvhhhg0bxrBhw3j55Zf56KOPaq3z9ddf89VXX9GtWze2bNlCdLTzF46qqjzzzDO8/vrr/P73v+enn37yWP+DDz6o+xtuAQIMAZj1Zioc3n2KS4g2Q1HO3zKsHCd1iaTtYnYLlOY6kzhbWe1f7RXYFQX7+XFtNSo7A4e/hsOAwQ869IGQTtChb+P2GNZCURSMOiMGxYBRbyTQGEiwMZhw/3B6te9V4+BxIVoCn0jClixZQmFhIbfccosrAQNnMvXKK68wbdo0Fi1aVOckbOTIkYwcOdK1r6vDQNVNmzYB8NBDD7kSsMq6zz//PK+//jrbtzdsRuOWKMAYwB2972BH1g7KLnzCzTnRvPt+I/D0xGRD26maDqKR2jz/V3jl044N/av8wtgq9xtDY7Xj9v+2Gf+/atWe4HRfEPvisspzL/xeui2E7Zpy5ILjF5V5OufiayqK4oq/cvvisguv76mNC7fBucRS5YMLlQtyVz7EcHGZcz3JqgW5L8ngB6FdLn0eOG99WkucPWqVr5JsKMlyJmnWEudt0wvZLXB6l/N16BtoF+Ps3Qvu5LyuufpKCY1B0zSsDitWrGCHwspxcvmw5fQW7u5zN6HmlnnHQQifSMJWr14NwPTp06sdmzx5Mn5+fqxfvx6LxYKfXxM9nWKu+cmUyl+2YWFhTXJtXxVoDGRsl7HeDkOINu/Cp049JWoOzeGx3O1J1VoSvAsTQVdZ/gnUPZ+gnTuGWnQSVXWgKVVPcWpZR1Gzj7meDFUDI1Fjrzr/RGcAmjkIR1AUmjEAxwXJZmWsDs3hft3KOOswFcaFlh1cxk3db6JrSNcm+M4L0bR8Ignbu9e58PPgwdUXvjGZTPTv35/k5GRSU1MZOHBgk8Rw7bXX8r//+7+8++673HfffW63I1988UWg5nFfAK+++irHjh3DbDbTr18/br31ViIjfW+dKiFEy1PZA9esj9l3GAQJtzi3S/Ng/xdwYBVk/Op8IvRiZRmQ43yStnJqXruiYNMbsQZEUBEUjjUwAmtIZyr8Q7H6BVPh1w5rQBhWcxAVmp0KRwUVjgosdotrHde6+Db9W37T/zc1znMmhK/yehJWVFREQUEBAF26eO5K79KlC8nJyWRkZDRZEjZ+/HiefvppFi1aRI8ePRgzZgzBwcHs3LmTU6dO8cQTT7iSMU/mzXNf6PSpp57irbfe4v7772+SeIUQvstTz5Wn3inArQeo8vyLe7Bc+xe1c3GP1sXXcjvvfG8UGh57zC7uKXOLAQ01LBJt1P1ow2ehFmag5qejnUtDPbsPh6Jg53zSpVRfRB5Koaz0fKK2s/o3TNGBX4jz9mZIZwiNgaBIZ3kdGHQGGbwvWiSvJ2ElJSWu7YAAzwMsAwMDq53bFF577TW6dOnCvHnzWLdunat84MCBjB8/HoOh+rfr5ptvZsKECQwZMoTIyEjS0tJ47733ePPNN5k7dy7h4eFMnTq1zjH069fPY/mxY8eIj4+v93sSQjS9tII01qWvu/SJrYVfEHTs73z1vQmKTsO541CW6xw7Zi11jimr6yzwmuo8v7wAsg86y/RGMAWBORhd+26Yw3tgah+H2RjomoTUrtoJ93MO0PfVyTiFqE2jJGHTp08nJSWlXnWWLl1KYmJinQacNsfKShUVFdx7772sWLGC+fPnM2fOHMLDw0lOTubxxx/n1ltv5W9/+xuPPvqoW7233nrLbb9fv3689tprJCQk8NBDD/Hss8/WKwkTQrQ8m09t9nYI3qPonAPzL34oQNPAXoFiK8Nos2C2WzBZijCVF2CuKMFkKcZUmoO57Bzm81NkmDUu2NYwa3mYNA1D+j5nmwY/iBsN1yyA6AHN/laFaGyNkoSlp6eTmpparzplZc4n7oKDg93KQkJCajw3KKhpnr4BeOmll/jss8948skn3W47TpgwgTVr1tCnTx+ee+457rrrrjoN0J87dy7PP/88hw8f5vjx43Tr1q1OcdS0rlVNPWRCCO+LCowirSDN22F4nV7RY9abMelNrq8mvcnzwt+6818dNijOwpF3lIpzadjPpqDPSaVMc2DQQI+GXgMDGv6OCgKOrkc5uh76ToXbljh7zIRooRolCUtObtii0gAhISGEhoZSWFjIyZMn6du3b7VzTp48CUDXrk339EvlPGKentCMiYlhxIgRbNiwgeTkZK677rpLtqfT6YiPjyc7O5szZ87UOQkTQrQ818dez8nwk+SW51abiuRSU2W4Pd14wdgwh+Zwjd+qHK+FVjXNReU4rovHkl04Lgzcp8Vw7Xs4t3K/8qnFhnBoDsrsZZTZG7Bwe2AgBA6AmAFgt0L5OedUGQWZUHQKis+6bm8mWK2MOrgKv4/PwR2fNNn0GEI0Na+PCQPnmKtNmzaxc+fOakmYzWYjJSUFs9lMQkJCk8VQmeh56om7sPzcuXN1bjM/Px9o2h48IYT3KYpCTHAMMcEx3g6lUWSVZrExcyN5ljouf9TYDCYIPj9fY3gP51fV7hwvdugbUk0mUk0memdtx/D3/ph6XIux780Y28U6l1TSGTHoDJj1ZqICo2S8mPBZPpGETZ48mU2bNrF8+XJmzZrldmz16tVYLBYmTZrUZHOEAURHR5ORkUFycjIDBriPNXA4HOzatQtwrhVZF/v37yc1NZWAgIAWu3akEKJtigqM4vbetwPOnjOH6sCu2XGoDhza+df5bbtqd+3bNburF09VVVev2sVfK9tUNZXU/DoOZdEZnOPAIhNg18dQks0hkwlQ4fi3zlfMcOg+3m1h8g4BHZjWc5okYsIn+UQSNnfuXP785z+zatUqvvjiC9es+dnZ2a6pH55++ulq9SqTmw0bNtC5c+fLimHq1Km89dZb/OlPf2LUqFH06tULcCZgzz33HOnp6cTGxrqtHfntt98SERHBkCFD3Nrau3cvd9xxB5qmMXfuXEwm02XFJoQQ3qJTdOj0Oow0zdirgR0Gsv7Ees5Z6niXQW+CK+6AI99BziH3Y5lbAQ3ir3YVZZdlU1BRQJhf25psW7QMitYcjx7WwYoVK5g5cyaapjFu3DgiIiJYv349BQUFPP7447z55pvV6lTOC3P8+PFqPVQjRoxwbR87dozc3Fx69OhBeHg44JwYdvHixa5z8vLyGDVqFKmpqZjNZq666irCwsLYtWsXaWlp+Pv7s3r1aq6+uuof94IFC3jxxReJjY0lPj6eyMhIjh8/zs6dO7Hb7YwbN441a9bUOPVGfVQOzK9p4L4QQrRkmqZh1+zY1eovm2qr+nrBOVsPfg6ndkDORb1ppiBoHwehXejeKZHr+96FYpI1JtsyX/0M9ZkkDOCXX35h4cKFJCUlYbVa6dOnD4888ghz5szxeH5tSdilJu4bN24cGzdudCsrLi7mtddeY+XKlRw7dgyr1UrHjh2ZMGECzz77LH369HE7/9dff2XJkiVs376d06dPU1hYSEhICFdccQV33303c+bMQa9vnBmcffUHSAghvCX5bDLbzm5zzi+24wPnHGUe+GkaQeZQQgI7EBTcmaB2cQS1jycoNIbA0K4EhsSgMzbdcBfhfb76GepTSZioma/+AAkhhDdllWax5fQWzmTvhcProPBUvdtQ0AjQ+xEUFE1gzxsI6jaOIGMQ7cztaO/XnmBTsIwpa+F89TNUkrAWwld/gIQQwhdkFGWQmp9KSdFJyrMPUp5zgIqik85esvpOudF1JHQf59o16U1M7DqRbqEy1VBL5aufoT4xMF8IIYS4HF1DutI1xH0uSYfqoLyimOK8VIpzUyk+d5TiwhOUFJ+itCyHEmsJFZ4WCs/41Tk1RqjzgS+rw8r2s9slCRONTpIwIYQQrZJepyfIvx1BXYbTsctwj+fYKoopLTzB2p//l/yMn6sO7P4YrrwXQjoCtJo54IRvkZvcQggh2iyjORgtpDP53UfDgBlVBzQN9n4KxWeICY4hzC+Mk8UnKawobJb1jEXbID1hQggh2rTM4kznRng8dJ8AaT869+0VsOdTMm2WqnOAXu17MbHrxEs+hS/EpUhPmBBCiDate2h3IvwjnDtdh0OvG6oO2itg32eQe9RVdDj/MFbV2sxRitZIesKEEEK0aUGmIGb0moFVtVJqK6U0fgplIfHk/vo39hh1zluTh76GIbPBvz3d23XHpJOVUMTlk54wIYQQbZ6iKJj1ZsL8wogJjiFh9LNcNXO5c81KcPaIpf0EILciRaORJEwIIYTwQIkdwTVDH60qyD0M1jK+Pva194ISrYrcjhRCCCEuoGoqRwuOklaQxpmgUDCYnT1hmgpn93JW1qEUjUSSMCGEEOI8h+rg67SvOV1yuqqw40DI3ObcztzKdVf9wTvBiVZHbkcKIYQQ5xVUFLgnYACdh8L5tSM7lhfjOPIdeeV5qPVdDkmIi0hPmBBCCHFeqDmUUHMohRWFVYV+IRCZANkHOWMwcGb3EtDbMPq1o3u77gzuMJj2fu29F7RosaQnTAghhDjPoDMwM2Em18ddz5UdriQqIAoFBToNrjqpogi2/RNb4UlSz6Wy4sgKymxl3gtatFjSEyaEEEJcwKgzEt8unvh28QBUOCrILc8lpyifvENfkqPXcw4L7HgfYkdh7TaGvPI8AowyYF/Uj/SECSGEELUw6810DurMoCnvMHHQA9xRXFJ18MQvUJJNRECE9wIULZYkYUIIIURdKApc9//g7hXu5XlHWbp/KV8f+5r9ufupcFR4Jz7R4kgSJoQQQtRHz2u4vs/tVfsFmTg0B5nFmfx08if+te9fbMzc6D64XwgPJAkTQggh6ql7z5u4sbSUHlYrpnNpUJrjdvxA3gE+P/w5JdaSGloQQpIwIYQQot7sMcNR/cPRVxZs/xec3ed2jtVhpaCioLlDEy2IPB0phBBCXEKxtZjD+YfJKMrA6rCSX5GPGj8cjv9UddKhb+Dcceh5HYrRn4SwBDoGdvRe0MLnSRImhBBC1KLCUcFnqZ9VH3AfOxI0B6T/DICfptL+9F5iyy3E3/4poUHRXohWtCRyO1IIIYSoRZmtrOYnHuNGwxW30ycgmsTyCgZbKog9tYeAf98BxVnNG6hocaQnTAghhKhFO3M7RnQcQdKZJM8nhHXj4NCuHNz/JeQdcZaVpeH/8TUMuuYl+sdfj1FnbLZ4RcshPWFCCCFELRRFYXDUYGb0mkGoOdTzSTo99LsVOl3pKiqvKOTX7+fxz6SXOVt6tpmiFS2J9IQJIYQQdRAZEMndfe7GrtoptZVSbC2m2FpMia2EImsRJdYSivtPp8i/PRz7wVnJWgIpn7M6IIK7+t0rSxsJN5KECSGEEPVg0BkINYfW2Ctm6TWD9759BI587ywoy8easYWc7jcSa4xtxkiFr5PbkUIIIUQj8jP4MXDQbyAyoaowbSPrdv+TMyVnvBeY8DmShAkhhBCNrH9EfzoOuMutzHFgFV8d/ZJye7mXohK+RpIwIYQQopGFmkO59Yo5zB73EgMrzk9vYSnEkX2QVUdXoWmadwMUPkGSMCGEEKKJBFx5N4ldxlUVHNvAubIckrOSvReU8BmShAkhhBBNyHjNAiaUW5w7FcVQmMn2s9spshZ5NzDhdZKECSGEEE0pqi99Og1nmOV8Ipa+GTSNTw5+QnphuldDE94lSZgQQgjR1IY9wGBLBZ3tdig8BbmHcWgO1qWvY0fWjpqXRRKtmiRhQgghRFPrezP6ntczpaSU0eXlKNkHAFA1la1ntvLRgY/ILMr0cpCiuUkSJoQQQjSHAdPRAVdUWLk1bQcBBSddh6wOK1+nfc3R/KPy5GQbIkmYEEII0Rz63gLBnQCIdjiYuen/6F3hfhvyuxPfsS93nzeiE17gU0nYli1bmDRpEmFhYQQFBZGYmMiHH35Y73Zyc3NZsmQJDz74IIMGDcJgMKAoCp9++mmt9RwOB3/7298YMmQIgYGBhIaGMm7cOFauXFlrvYKCAp588kliY2Mxm83ExsbyxBNPUFBQUO/YhRBCtFIGM9yxDExBaICqOYj76XVMFvenJI8WHPVOfKLZ+czakStXrmTGjBmoqsrYsWOJiIhgw4YNzJ49mz179rBo0aI6t/Xzzz/zwAMP1Ov6DoeDqVOnsnr1aoKCghgzZgx2u50tW7Ywbdo0XnzxRf70pz9Vq5eXl8fIkSM5cuQI3bt3Z+rUqezfv5+33nqLNWvWkJSURHh4eL1iEUII0fqUWEtINWhkjX+c7KS/U6ZTnAd2L4MrboeAMAC5HdmG+ERPWH5+PnPmzMHhcLB8+XI2btzI8uXLOXToED169OD111/nxx9/rHN7UVFRPPzww7z//vukpKRwzz33XLLOG2+8werVq+nWrRt79uxh3bp1rF+/nuTkZKKjo3nhhRfYunVrtXpPPfUUR44cYdq0aaSmpvKf//yHlJQUHnvsMY4ePcrTTz9dr++FEEKI1sGu2tmdvZv3U97ng5QPWHpgKVvPbCU9IJiyhOuqTrQUwo4PoCQbo87IlR2u9FrMonn5RBK2ZMkSCgsLueWWW5g2bZqrPCoqildeeQWgXj1hI0eO5O2332b27Nn069cPne7Sb/Odd94BYOHChXTv3t1V3rdvX/77v/8bgJdfftmtztmzZ1m2bBlGo5HFixdjMFR1LL766qtERkaybNkysrKy6hy7EEKI1uGnzJ/YcnoL5fZyyuxl7gc7D4FuYwlSVbrbbAwvKeKm9N3M6juL7u26e25QtDo+kYStXr0agOnTp1c7NnnyZPz8/Fi/fj2WyonuGllhYSHHjh0DYPz48dWOV5atW7cOq9XqKl+7dq3r9mlUVJRbHbPZzJQpU3A4HKxdu7ZJ4hZCCOG7LA7Pn1k6RceQqCHMunEx9458jhtKyxhSUUHXoz/iv6nuHQ6i5fOJJGzv3r0ADB48uNoxk8lE//79sVgspKamNsn1S0tLXdvt27evdjwszHmfvry8nMOHD7vK9+zZA3iO+8LyyvOEEEK0HWO7jKVLcJdq5aqmsiNrB8sOLGNZSDDfdIhlt9lEjl6HuukVOLDKC9EKb/B6ElZUVOR6irBLl+o/rBeWZ2RkNEkMYWFh6PV6AE6cOFHt+IVl6enpru3KeLwVtxBCCN8VbArm5vibSYxOxM/gV+24hkahrYQTA6ezJSiUz4ODWRIawpdrfsfO75+l9FyaF6IWzcnrT0eWlJS4tgMCAjyeExgYWO3cxuTn50diYiK//vorH3zwAX/5y1/cjr///vuu7eLiYtd2ZTyNGXe/fv08lh87doz4+Pg6tyOEEMI3DI0eyuCowWSXZZNZnMnJ4pPklOdgV+3OEwIjoOe1cOgb7IrCaYOB0/s/YeehL7j51mV06JLo3TcgmkyjJGHTp08nJSWlXnWWLl1KYmJinR7FbY7HdZ977jluvvlmXnvtNSIjI5k1axYOh4N//etfLFmyBIPBgN1udxvkXxmXoihei1sIIYTv0yk6ogOjiQ6MZlj0MFRNpaiiiPyKfLLKsjhlDiPn5A7UkrOuOlZHBbv2vM/1koS1Wo2ShKWnp9d7vFZZmfNJkeDgYLeykJCQGs8NCgq6jChrN2XKFP7617/yhz/8gWeeeYZnnnnGdezuu+/m+PHjbNmyxW3MWGXsF44pu9y49+/f77G8ph4yIYQQLY9O0dHOrx3t/NrRLbQbdByBredUctM38eX3T6NVOCdwLS5I926gokk1ShKWnJzc4LohISGEhoZSWFjIyZMn6du3b7VzTp50rq/VtWvXBl+nLn7/+98zdepUli9fTlpaGiEhIVx//fVcc801REdHA+7JUGU8lfF5K24hhBAtn9HgR8ce1zEgaxZ7ty8GoLws18tRiabk9TFhAAMHDmTTpk3s3LmzWhJms9lISUnBbDaTkJDQ5LHEx8fz7LPPupXt27ePrKwsevToQefOnd3iBti5c6fHtirLr7jiiiaKVgghRGvTrcMg9p7fLq4owKbaMOqMXo1JNA2vPx0JzrnAAJYvX17t2OrVq7FYLEycOBE/v+pPlzSHyoliH3zwQbfyG264AZ1Ox+bNm8nOznY7VlFRwddff41Op+PGG29stliFEEK0bJEdBlTt2CvIPnfEe8GIJuUTSdjcuXMJCQlh1apVfPHFF67y7Oxs5s2bB+Bx+Z/evXvTu3dvTp06ddkxlJaWcujQIbcyVVV59dVX+eCDD0hISODxxx93O96xY0fuvPNOrFYrDz/8MHa73XVs3rx55OTkcNddd7luZQohhBCXchY76KpuVBmLs2s5W7RkiuYjj/CtWLGCmTNnomka48aNIyIigvXr11NQUMDjjz/Om2++Wa1O5VOJx48fJy4uzu3YiBEjXNvHjh0jNzeXHj16uBbTHjx4MIsXL3adk56eTrdu3ejfvz89e/ZEr9ezbds2MjIyiIuL44cffqBbt27VYsjNzWXEiBGuKSSGDh3K/v37SUlJIT4+nqSkJCIiIi77+1M5Fq2mgftCCCFah+yybJZ/fD2U5QEwpMtoEqd9jFKHJfiEZ776Geoz/0dvu+02Nm3axPXXX8/u3btZs2YN8fHxvPfeex4TsEvZunWr65Wb6xzYePToUVfZgQMH3M4PCwvjt7/9Laqqsn79etasWUNwcDAvvPAC+/bt85iAAURERLB9+3Yee+wxrFYrK1eupLCwkEcffZRt27Y1SgImhBCi7egQ0IEOobGu/R0nfybpx+e9GJFoKj7TEyZq56tZvBBCiMZXkLWPlZ/dSrnDuV6x4t+ee+b8QpCp6aZqas189TPUZ3rChBBCCOHULmoAt03+l2tfK8/nRJasQ9zaSBImhBBC+CBjzDC4YM1JffHZWs4WLZEkYUIIIYQPsjgqwK9qVRnz2X1ejEY0BUnChBBCCB8Uag4lNKhqgvAN+5dReu64FyMSjU2SMCGEEMIH6RQd1yY+hVFxflRbHRXs3LzQy1GJxiRJmBBCCOGjOnSfQL/4qlVXzhWkeTEa0dgkCRNCCCF8WGiH/lU71lLvBSIanSRhQgghhA8LCqpa+i6rLJfSbN+a60o0nCRhQgghhA+LjhuP3mAGwK7Z+fbrB7BZirwclWgMkoQJIYQQPswcEM7IYY+69s8Wn+SHVXOQBW9aPknChBBCCB83IPFx+nYZ7do/dmY7x4//4MWIRGOQJEwIIYTwcYqiMHbq+4SZ27nKzmRs8l5AolFIEiaEEEK0ADqDmS7te7j2HZZCL0YjGoMkYUIIIUQL4TAHubZzynJkXFgLJ0mYEEII0UJEB1wwXUXpWY4UHPFiNOJySRImhBBCtBC94q6mq83m3CnMYHPmTxRbi70blGgwScKEEEKIFkLpNobRVodzx15BRW4qe3L2eDco0WCShAkhhBAthSmQ9LiRVft5R2VcWAsmSZgQQgjRQqSeS+XXsKpxYYHZqQyJHOS9gMRlkSRMCCGEaCH25OxBC+8BigLA1flZBGQd8HJUoqEkCRNCCCFaiAj/CDAFQmgMAGsDA9n5/X+hOmxejkw0hCRhQgghRAsxtstYEtonQFg3AOyKQlJxOp+9dxVns/d7OTpRX5KECSGEEC2EQWfg6q5Xc/WgB/EzBrrKz5VmsXLt70g6/SsO1eHFCEV9SBImhBBCtCCKotC76xjuuHsdCR0GouB8OlLLT2dnyr/55vg32FW7l6MUdSFJmBBCCNECBbSLZeKdXzE1Yiihlb1fx37kZGE635/4HlVTvRuguCRJwoQQQoiWSlHoeONfmVlSQbzVChVFkHOY44XH+THzR5lDzMdJEiaEEEK0ZOHxGAdM55qycmJtNshMAk0j9VwqaYVp3o5O1EKSMCGEEKKlG/4QeuC60jKiC05DQQYAP2T8QHZZtndjEzWSJEwIIYRo6TpdCd0nYATGl5VjLMwEwKbaWJ22mnxLvnfjEx5JEiaEEEK0Bt3GAtBeVeldmOMqttgtbMjY4K2oRC0M3g5ACCGEEJdH0zTywrtx3M/MYZORwqI0sFeAwQxAub3cyxEKTyQJE0IIIVooVVPZkbWDA3kHKC0/B4HB4LA5X0WnIKw7Ef4RjOsyztuhCg8kCRNCCCFaqFMlp9h+drtzx2CGoCgoPImCRpymZ2CPqXQM7IhyfsFv4VskCRNCCCFaqCBjEIqiVM0HFhBG/+xjDKqoICT3FAR18m6AolYyMF8IIYRoodr7tef6uOurCsJ7ctpgIEDV4NAaKDvnveDEJUkSJoQQQrRg3UO7MyFmgnMnPJ5z/iEcMJtAc8DR9d4NTtRKkjAhhBCihesT3oeOgR1B0UFYPNv8/LAD7P/Sy5GJ2vhUErZlyxYmTZpEWFgYQUFBJCYm8uGHH9a7ndzcXJYsWcKDDz7IoEGDMBgMKIrCp59+Wms9h8PB3/72N4YMGUJgYCChoaGMGzeOlStX1lgnLi4ORVFqfB06dKje8QshhBD1NarzKOdGRC+sikKqyQip30DmNu8GJmrkMwPzV65cyYwZM1BVlbFjxxIREcGGDRuYPXs2e/bsYdGiRXVu6+eff+aBBx6o1/UdDgdTp05l9erVBAUFMWbMGOx2O1u2bGHatGm8+OKL/OlPf6qx/n333eexPDQ0tF5xCCGEEA3RIaCDcyM8HoKj2KqdobfVhv77F+A3a70bnPDIJ5Kw/Px85syZg8PhYMWKFUybNg2ArKwsRo8ezeuvv86UKVOYMGFCndqLiori4YcfZtiwYQwbNoyXX36Zjz76qNY6b7zxBqtXr6Zbt26sX7+e7t27A3DgwAEmTpzICy+8wPXXX8/w4cM91v/ggw/q/oaFEEKIJjAochC7c3ZD96ux7PmEf4cEM+TsdnoXnkIX2tnb4YmL+MTtyCVLllBYWMgtt9ziSsDAmUy98sorAPXqCRs5ciRvv/02s2fPpl+/fuh0l36b77zzDgALFy50JWAAffv25b//+78BePnll+scgxBCCNHchnccTvfQ7tA+FsxBFOt0bAwI4NcDtQ/HEd7hE0nY6tWrAZg+fXq1Y5MnT8bPz4/169djsVia5PqFhYUcO3YMgPHjx1c7Xlm2bt06rFZrk8QghBBCXC69Ts/ErhPp2b4nhFT1fB08u8OLUYma+EQStnfvXgAGDx5c7ZjJZKJ///5YLBZSU1Ob5PqlpaWu7fbt21c7HhYWBkB5eTmHDx/22Marr77Kb3/7W5544gneffddcnJyPJ4nhBBCNCWj3sg1Xa+BwA6uMmtJFtll2V6MSnji9SSsqKiIgoICALp06eLxnMryjIyMJokhLCwMvV4PwIkTJ6odv7AsPT3dYxvz5s3j//7v/3jrrbd46KGHiIuL41//+leTxCuEEELURlEUwtrFVRWU5XC04KjX4hGeeT0JKykpcW0HBAR4PCcwMLDauY3Jz8+PxMREwPMA+/fff9+1XVxc7Hbs5ptv5osvvuDEiROUlZWRkpLC008/TUVFBXPnzuXLL7+sVyz9+vXz+Kq8XSqEEELUxYCYsVU75QWknzvivWCER43ydOT06dNJSUmpV52lS5eSmJhYtd5VLepyzuV67rnnuPnmm3nttdeIjIxk1qxZOBwO/vWvf7FkyRIMBgN2u73aIP+33nrLbb9fv3689tprJCQk8NBDD/Hss88yderUJo9fCCGEuFBs5xGgM4BqB6Ag/yh21Y5B5xMTIwgaKQlLT0+v93itsrIyAIKDg93KQkJCajw3KCjoMqKs3ZQpU/jrX//KH/7wB5555hmeeeYZ17G7776b48ePs2XLFo9jxjyZO3cuzz//PIcPH+b48eN069atTvX279/vsbxfv351qi+EEEIAnLMWQmA4FGcBYCzLlwTMxzTK/43k5OQG1w0JCSE0NJTCwkJOnjxJ3759q51z8uRJALp27drg69TF73//e6ZOncry5ctJS0sjJCSE66+/nmuuuYbo6Gig7smQTqcjPj6e7Oxszpw5U+ckTAghhGgMnYI6QUCkKwnrVl56iRqiuflESjxw4EA2bdrEzp07qyVhNpuNlJQUzGYzCQkJTR5LfHw8zz77rFvZvn37yMrKokePHnTuXPfJ7vLz84Gm7cETQgghPDHoDASGdqU0yzlc6PDZZK7RNFAUL0cmKnl9YD445wIDWL58ebVjq1evxmKxMHHiRPz8/Jo7NKBqotgHH3ywznX2799PamoqAQEB9O7du6lCE0IIIWrUJ+Hmqh1LIZbCppllQDSMTyRhc+fOJSQkhFWrVvHFF1+4yrOzs5k3bx4ATz/9dLV6vXv3pnfv3pw6deqyYygtLa222Laqqrz66qt88MEHJCQk8Pjjj7sd//bbb9mxo/oEeHv37mXGjBlomsbcuXMxmUyXHZ8QQghRX8O634jZ4O/a35f8f16MRlzMJ25HhoWF8d577zFz5kymT5/OuHHjiIiIYP369RQUFPD4448zceLEavUqHwaw2WzVjo0YMcK1XTm9w/PPP88bb7wBOCeGXbx4seucnJwc+vTpQ//+/enZsyd6vZ5t27aRkZFBXFwca9euxWw2u13j119/5cUXXyQ2Npb4+HgiIyM5fvw4O3fuxG63M27cOF566aXL/v4IIYQQDaEoCr07DWdPxkYADpz+lQF2C34G79xZEu58IgkDuO2229i0aRMLFy4kKSkJq9VKnz59eOSRR5gzZ06929u6dWu1sqNHj3L0qHOyuotvbYaFhfHb3/6WTZs2sX79ehwOB926deOFF17gmWee8Tiu6/rrryczM5Pt27ezZ88eCgsLCQkJYfTo0dx9993MmTPHNQmsEEII4Q1X9pnuSsJKy3LZl7uPYdHDvBuUAEDRmmMSLnHZKp/KrGkKCyGEEMKjvGMs/miCa3f4jE8Z0vkqLwbU/Hz1M9QnxoQJIYQQomkU+rcDperjPl6Vj35fIf8nhBBCiFbsZNlZ8K+aaNyYX32NZOEdkoQJIYQQrVg7v3YQEOba/yZjPaqmei8g4SJJmBBCCNGKdQ7qzIj2fVz7ucUnSS9K915AwkWSMCGEEKKVu7Jj1bRNlGZzqvjy59cUl0+SMCGEEKKV2x8UWrVTkkNHc/uaTxbNRpIwIYQQopXLMvmBzjlvpYJGvF1mp/IFkoQJIYQQrVx4QKTrCUkNhcKsPV6OSIAkYUIIIUSr17N9T/CvekLyx5ObvBiNqCRJmBBCCNHKBRoD6RgS49ovlIH5PkGSMCGEEKINiAnr7dpWSnO8GImoJEmYEEII0Qa0j6hKwkrLcrCWnfNiNAIkCRNCCCHahA5dRqDojM4d1cG+rW96NyAhSZgQQgjRFgQHRTEobqJr/9DhVWiqLF/kTZKECSGEEG1E/8RHXduF5efIzz/mxWiEJGFCCCFEGxEcNQCz3uzat+Qc9GI0QpIwIYQQoq1QFMKCol27J49v8GIwQpIwIYQQog2J6TTctb336BrKi057MZq2TZIwIYQQog3pM+xhTHoTAFZHBYe2vuHdgNowScKEEEKINiQwrDv942907adn/OLFaNo2ScKEEEKINqZ7n+mu7bPFmZQVZHgxmrZLkjAhhBCijYmMHUOgKRgADTi+45/eDaiNkiRMCCGEaGMUnY5uMaNc+8kHP8dmKfJiRG2TJGFCCCFEGzRw1LPodQYASu1lHNrxDy9H1PZIEiaEEEK0QaFh8fTtPNK1vzdzM5qmeTGitkeSMCGEEKKNGhg/ybVdmH+cEluJF6NpeyQJE0IIIdqokG7jCalcxLuiiOz8NK/G09ZIEiaEEEK0VcEd6aBW3YLMlQW9m5UkYUIIIURbpdMRbAp17ZaWnPFiMG2PJGFCCCFEGxbs1961fbow3XuBtEGShAkhhBBtmCkg3LVdajnnxUjaHknChBBCiDbsrF+gazvIVuHFSNoeScKEEEKINizLaHZt97CrXoyk7ZEkTAghhGijyu3l5BoMrv2YsmIvRtP2SBImhBBCtFHnLOfQjAGuff9ieTqyOUkSJoQQQrRREf4R+Id0du2vqThD8Znd3guojZEkTAghhGijzHozo+JvAqM/AIU6PV+tnovNbvVyZG2DTyVhW7ZsYdKkSYSFhREUFERiYiIffvhhvdvZsWMHCxYsYMyYMXTq1Amz2UxMTAyzZs1i7969tdY9ePAgM2bMIDIyEn9/fwYMGMDrr7+OqtY8WLGgoIAnn3yS2NhYzGYzsbGxPPHEExQUFNQ7diGEEKI59Yrsx/DBD7r2C0uzOZ652YsRtR2K5iNLpq9cuZIZM2agqipjx44lIiKCDRs2UFBQwFNPPcWiRYvq1I7dbsdoNAIQERFBYmIiAQEB7Nq1i2PHjmE0Gvn3v//N9OnTq9VNSkpi4sSJlJWVkZiYSFxcHJs2beLs2bPcdtttfP755yiK4lYnLy+PkSNHcuTIEbp3787QoUPZv38/+/fvp0ePHiQlJREeHl7tWvXVr18/APbv33/ZbQkhhBAXW/x2b7CVATBmwp8ZMPAeL0fUeHz2M1TzAefOndNCQ0M1QFuxYoWr/OzZs1qPHj00QPvhhx/q1JbNZtOGDx+urV69WnM4HK5yh8OhzZ8/XwO04OBgLScnp1q9+Ph4DdAWLVrkKi8uLtZGjhypAdp7771X7Xr33HOPBmjTpk3TbDabq/yxxx7TAO3ee++t8/ehNn379tX69u3bKG0JIYQQF1uxZIT29usx2tuvx2j/Wf+M5lAdl67UQvjqZ6hP3I5csmQJhYWF3HLLLUybNs1VHhUVxSuvvAJQ554wg8FAUlISkydPRqerens6nY7/9//+H71796a4uJhvvvnGrd7KlSs5duwYAwcO5KmnnnKVBwUF8fbbb3uM4ezZsyxbtgyj0cjixYsxXPCY76uvvkpkZCTLli0jKyurjt8JIYQQwju6B8e6tnPzj3Hw3EEvRtM2+EQStnr1agCPtwgnT56Mn58f69evx2KxXNZ1FEVhwIABAJw+fbrOMVx55ZV0796dlJQU0tPTXeVr16513T6Niopyq2M2m5kyZQoOh4O1a9deVtxCCCFEU+sVM7pqp+g0ZedvTYqm4xNJWOVg+cGDB1c7ZjKZ6N+/PxaLhdTU1Mu+VlpaGgDR0dFu5Xv27KkxhgvLK89raB0hhBDCFx0KiajaKcmie1AX7wXTRng9CSsqKnI9Rdili+f/4ZXlGRkZl3Wtn3/+mR07dmAymbjhhhvcjlW2XZ8YGlJHCCGE8EX71FLQnR9Wozpol3vMuwG1AYZLn9K0SkpKXNsBAQEezwkMDKx2bn0VFRXxm9/8BoCnnnqKjh07eoyjPjE0pM6lVD7BcbFjx44RHx9f53aEEEKI+ogIjKY0tDPknwBg6853uSpu9CVqicvRKEnY9OnTSUlJqVedpUuXkpiYiFaHGTLqck5tHA4Hd911F0eOHCExMZH/+Z//qfHci6egqC2GyrL61BFCCCF80TWx17D+6AZOnE/C9mRspPvhtUT3utHLkbVejZKEpaen13u8VlmZc8BfcHCwW1lISEiN5wYFBTUovgcffJBvvvmGhIQEvvnmG0wmU7VzgoKCyM/Pp7S0tNZ4L4yhMvb61LmUmuYwqamHTAghhGgMZr2Z68Yu4LO0DRRa8tGAndveZJIkYU2mUcaEJScno2lavV7jx48HICQkhNDQUABOnjzpsf3K8q5du9Y7tv/6r//ivffeIyYmhu+//56IiAiP51W2XZ8YGlJHCCGE8FVGvxCGDXnItX+28ARaLSvGiMvj9YH5AAMHDgRg586d1Y7ZbDZSUlIwm80kJCTUq92XXnqJv/71r3To0IHvv/+emJiYBsVwYfkVV1xxWXWEEEIIX9a152QUnMNpLLZSCopOeDmi1ssnkrDJkycDsHz58mrHVq9ejcViYeLEifj5+dW5zXfffZc//vGPtGvXjm+//faSCVxtMezatYu0tDT69u1Lt27dXOU33HADOp2OzZs3k52d7VanoqKCr7/+Gp1Ox403SleuEEKIlsEvtCuKzujat+ZLEtZUfCIJmzt3LiEhIaxatYovvvjCVZ6dnc28efMAePrpp6vV6927N7179+bUqVNu5cuXL+d3v/sdQUFBrFmzhkGDBl0yhltvvZVu3bqxZ88eXn/9dVd5aWkpjzzyiMcYOnbsyJ133onVauXhhx/Gbre7js2bN4+cnBzuuuuuanOSCSGEED5LUQj2a+faLcr2sfUWWxGfWcB7xYoVzJw5E03TGDduHBEREaxfv56CggIef/xx3nzzzWp1Kp9KPH78OHFxcYAzcYuJicFqtTJgwIAaJ1KdOnUqU6dOdSvbsmUL11xzDeXl5QwfPpzY2Fg2b97MmTNnmDp1KitWrHBbCgkgNzeXESNGuKaQqFzAOyUlhfj4eJKSkmoch1YfPrv4qBBCiFZnw2czSD29FYDunUdww4zPvBzR5fHVz1CvzxNW6bbbbmPTpk0sXLiQpKQkrFYrffr04ZFHHmHOnDl1bqesrAyr1QrAvn372Ldvn8fz4uLiqiVhV111Fdu3b+eFF15g48aN7N69m/j4eH7/+9/z5JNPVkvAACIiIlx1vvzyS1auXElUVBSPPvooL774ImFhYXX/JgghhBA+oHuXka4kLK0kk+OFx+kW2u0StUR9+UxPmKidr2bxQgghWh/12I8s/3IWuXo9mALRj3qSSd0nERNc8wNuvsxXP0N9YkyYEEIIIXyHLqInV5eWYdQ0sJbisJWx9vhaThZ7npJJNIwkYUIIIYRwF9yJCJ2Jm0pKnYlYeT521c6a42vIKs3ydnSthiRhQgghhHCn00H7bnR0OBhbXg6WQgDsqp39eb51S68l85mB+UIIIYTwHY6gCPYVmUj28wNbmas8NiTWi1G1LpKECSGEEKKaH8xGjvj7O3fKzgEwqvMo4tvFezGq1kVuRwohhBCimlMhHap28o4wvss4BkYO9F5ArZAkYUIIIYSopn3MCNf2lfln6Vth8WI0rZMkYUIIIYSopsIUCKGdAQhRNdi51MsRtT6ShAkhhBDCTVZpFrnludBxEAAd7XY4/K13g2qFJAkTQgghhJussvNzgbVzPglpUxQoPgPnjnsxqtZHkjAhhBBCuIkLjcOkN4E5GALCWB0UwDmdTnrDGpkkYUIIIYRwE2IK4drYa9Hp9NC+GxWKjvWBAZB9wNuhtSqShAkhhBCimtiQWK7qdBUERgCQq9fzY84uVE31cmSthyRhQgghhPCob3hfQkKrZsg/WH6WXVk7vRhR6yJJmBBCCCE8MugMTOl/H4Hq+d4vewXHz+7yblCtiCRhQgghhKhRaGgM7cztXfu52XvRNM2LEbUekoQJIYQQokYVjgrOhHVx7XcuL0ZRFC9G1HpIEiaEEEKIGp0oOoEaEO7av7a4xIvRtC6ShAkhhBCiRgbFAIFVi3nvPifTVDQWScKEEEIIUaNuod2Iixro2t+plrBh30fYVbsXo2odJAkTQgghRI0UReGaPnfQ3i/MVZaasZFd2fKU5OWSJEwIIYQQtTIZzFzXZVxVQeEpKhwV3guolZAkTAghhBCXlBHRzbWtFGbSO6y3F6NpHSQJE0IIIcQl5YZ0dG13Ls0nQjF5MZrWQZIwIYQQQlxS+/bdQXGmDacNesrOHfNyRC2fJGFCCCGEuKQrOgwkwBQMgIpCRvZeL0fU8kkSJoQQQohLMulNhBqDXPuatdiL0bQOkoQJIYQQok4KjVXjwMy2ci9G0jpIEiaEEEKIOtGbQ13bpeeOezGS1kGSMCGEEELUSWxYL9f2mXOHvRhJ6yBJmBBCCCHqpHPHwa7tzOJMNE3zYjQtnyRhQgghhKiTjjGjXNsV9nLKclO9GE3LJ0mYEEIIIeokoF0sQf5Va0imH/rCi9G0fJKECSGEEKLOukdV3ZJMO7HZi5G0fJKECSGEEKLOuvW4wbV9+txhHFaZqqKhJAkTQgghRJ1F95zsSh4cqo2CnP1ejaclkyRMCCGEEHWmNwfir/dz7VvKcr0YTcsmSZgQQggh6sXf6O/aLi3N9mIkLZtPJWFbtmxh0qRJhIWFERQURGJiIh9++GG929mxYwcLFixgzJgxdOrUCbPZTExMDLNmzWLv3toXHD148CAzZswgMjISf39/BgwYwOuvv46qqh7Pj4uLQ1GUGl+HDh2qd/xCCCGELws1VK0hmVGU7r1AWjiDtwOotHLlSmbMmIGqqowdO5aIiAg2bNjA7Nmz2bNnD4sWLapTO3a7naFDhwIQERFBYmIiAQEB7Nq1i2XLlvHZZ5/x73//m+nTp1erm5SUxMSJEykrKyMxMZG4uDg2bdrE008/zS+//MLnn3+Ooiger3vfffd5LA8NDfVYLoQQQrRUPQI6cKwkE4C0c6lYHVZMetMlaolqNB9w7tw5LTQ0VAO0FStWuMrPnj2r9ejRQwO0H374oU5t2Ww2bfjw4drq1as1h8PhKnc4HNr8+fM1QAsODtZycnKq1YuPj9cAbdGiRa7y4uJibeTIkRqgvffee9WuFxsbqzXHt7Fv375a3759m/w6QgghxKXYfnpFW7Kos/b26zHa2/8cov3/9u49JoqzbQP4tQssIAvlU0Cp4qKoUORQ9RXq4VMafYtGP1Gr1lfTGCzVNh6q0mLqAawabbDVSLRpbINtE9M2Qasp0HqKVo2vqQii0NYCgmiFSOMJWHA5PN8futSVXdgDMjPL9UtI5JlnZu7ling78+xs8d/FUpfUIbn+GyqL25FffvklHjx4gISEBMyePbttvG/fvkhPTwcAq6+Eubq64sKFC5g2bRrU6n9enlqtxpYtWxAWFoba2lrk5OSY7PfDDz+grKwM0dHRWL16ddu4VqvF3r17baqBiIjImbmG/R+GGpoef1N3B6V3rkpbkELJognLzs4GALO3CKdNmwYPDw+cOHECjY2NDp1HpVIhMjISAHD79m2raxgxYgQGDx6MoqIiVFRUOFQDERGR4vkNw5CWf76tvleKVmF+7TRZJosmzLhYfuTIke22aTQaREREoLGxEdeuOf4ZVdevXwcA9OvXz2S8sLDQYg1PjxvnPWvHjh1455138N5772Hfvn2oqalxuFYiIiJZUqvh99TNtObWZuib9BIWpEySL8x/+PAh7t+/DwAYMGCA2TkDBgxAXl4eKisrER0dbfe5zp07h0uXLkGj0WDKlCkm2yorKzut4el5z0pJSTH5fvXq1cjIyMBbb71lU43Dhw83O15WVoaQkBCbjkVERPS8aFRqeLW2ol6tBiDwd8Pf0Gq0ne5H/5D8SlhdXV3bn3v16mV2jpeXV7u5tnr48CEWL14M4HGDFBgYaLYOW2uYMWMGDh06hBs3bkCv16OoqAhr1qzBo0ePkJSUhMOHD9tdMxERkWyp1OjT8uSepBCo1ldLW48CdcmVsDlz5qCoqMimfb755hvExMRACNHpXGvmdKSlpQULFixASUkJYmJisHnzZotzLT2CwlINGRkZJt8PHz4cn376KUJDQ7F06VKsXbsWM2fOtLrW4mLzH/9g6QoZERGRJFQq9G9uRqWbGwCBO3o+tNVWXdKEVVRU2LxeS69/fO/Y29vbZMzHx8fiXK3WvsucS5YsQU5ODkJDQ5GTkwONpv2zTLRaLe7du4f6+voO67W2hqSkJGzcuBF//vknysvLMWjQILtqJyIikicVXmh7kLngmjA7dMntyLy8PAghbPqKi4sDAPj4+LQ90PTWrVtmj28cHzhwoM21ffDBB8jMzERQUBCOHz8OPz8/s/OMx+6qGtRqddsarqqqKlvLJiIikjeVGr1an9wlEgJ1TfYvGeqpJF8TBqBtsX1+fn67bU1NTSgqKoK7uztCQ0NtOu727dvxySefICAgAMePH0dQUJBdNTw9HhUVZfX57927B8D+K3hERESypVLD46mlOoYWA1paWzrYgZ4liyZs2rRpAICsrKx227Kzs9HY2IhJkybBw8Oj3XZL9u3bh3Xr1sHX1xdHjx7ttIHrqIaCggJcv34d4eHhVt9WLC4uxrVr19CrVy+EhYVZXTcREZEiqNSocHuyqkkIuKhcLK6rJvNk0YQlJSXBx8cHR44cwaFDh9rG79y50/bohzVr1rTbLywsDGFhYfjrr79MxrOysvDuu+9Cq9UiNzcXL7/8cqc1zJo1C4MGDUJhYSF27drVNl5fX49ly5aZreHo0aO4dOlSu2NduXIFc+fOhRACSUlJZtegERERKZEQAtcfXMcpdxec9/Q0jiK0dyjUKlm0FYqhEo6+9bCLHDx4EPPmzYMQAhMnToSfnx9OnDiB+/fvY+XKldi9e3e7fYwdd3l5OYKDgwE8btyCgoJgMBgQGRlp8eGrM2fObPeuxfPnz2Py5MloaGhAbGwsdDodzp49i6qqKsycORMHDx40+SikTZs24aOPPoJOp0NISAj8/f1RXl6O/Px8NDc3Y+LEicjNzbX42AtbGN8daendk0RERN2h4kEFcstzgf/uAR49WQf28kLMi02Gn6f5dddSk+u/oZI/rNXo9ddfx5kzZ7B161ZcuHABBoMBL730EpYtW4bExESrj6PX62EwGAAAV69exdWr5j/PKjg4uF0TNnbsWFy8eBFpaWk4ffo0Ll++jJCQECQnJ2PVqlUmDRgAxMfH4+bNm7h48SIKCwvx4MED+Pj4YPz48Vi4cCESExPh4uJi2w+CiIhIxgythid/+ufWo5/GB308+khTkILJ5koYdUyuXTwREfUsLa0tyC3Pxc3jHwKNDx8PRv8H/v3/hbgBcfDv5S9tgWbI9d9Q3rwlIiIiq7moXTBl0BRoW00X4dfoa3Cx+qJEVSkTmzAiIiKyidu9SsTdvQ2t8WGt6serm9xd3SWsSnnYhBEREZH1HtUCB+ZiYHMzoh49AlzdAW0AACCiT4TExSkLmzAiIiKy3umPgbtlqHZxwX89PYBh8YCLG4b+z1D09eordXWKwiaMiIiIrCME8PDxszlbVYCn7n+BgHB4uXlhfP/xEhenPGzCiIiIyDoqFTD3K2BhFl4cOAFz4zMQ5B2E+OB4eLp6dro7mZLNc8KIiIhIIYb+Gxj6b3gBmD54Oj+uyE68EkZERER2YwNmPzZhRERERBJgE0ZEREQkATZhRERERBJgE0ZEREQkATZhRERERBJgE0ZEREQkATZhRERERBJgE0ZEREQkATZhRERERBJgE0ZEREQkATZhRERERBJgE0ZEREQkATZhRERERBJgE0ZEREQkATZhRERERBJgE0ZEREQkAZUQQkhdBHXO29sbTU1NCAkJkboUIiIiRSkrK4Obmxtqa2ulLsUEr4QphJeXF9zc3Dqd19raipqaGrS2tjo0z9J2R8fLyspQVlbW6et4Hqz92TyP4zAXy5iL5XHmwlyeJfdcHJnzPHNxc3ODl5dXh69PEoKcSnl5uQAgysvLHZpnabuj4+Hh4SI8PNz6F9SFrP3ZPI/jMBfLmIvlcebS8T7MpXuPY80+jsxRci724pUwIiIiIgmwCSMiIiKSAJswJ+Pr64u0tDT4+vo6NM/S9q4al0JX1WLPcZiLZczFsdfwvDAXx17D8yL3XByZo+Rc7MV3R1K3Gj58OACguLhY4kroacxFnpiLPDEXeVJiLrwSRkRERCQBXgkjIiIikgCvhBERERFJgE0YERERkQTYhBERERFJgE0YERERkQTYhBERERFJgE0YERERkQTYhBERERFJgE0YydqZM2eQkJAAnU4HlUqFTZs2dbrPyZMn4eLiguDg4OdeX09lbS5ZWVmIiYlB79694eHhgSFDhmDDhg0wGAzdW3APYW0u+/fvx6uvvgp/f394e3tj1KhROHDgQPcW24NYm4s9v+/Ifrb8vI8dO4ZRo0bBw8MD/fv3x4YNG9DS0uJwDWzCSNbq6uoQHh6O9PR09OvXr9P5t2/fxqJFi/Daa691Q3U9l7W59O7dGykpKTh79iz++OMP7NixA/v27cP777/fjdX2HNbmcvLkScyYMQO5ubkoKCjA/Pnz8eabb+L777/vxmp7DmtzsfX3HTnG2p93QUEBpk+fjgkTJqCgoAAZGRnYs2cP1q9f73gRguiJvLw8sX37djFr1izx4osvCgDC3d290/0aGhpEamqqGDp0qHB3dxeBgYEiMTFR3Lx5s0vr0+l0Ii0tzeL25uZmMWHCBJGeni7S0tKETqfr0vNLRem5PGvVqlUiIiKiS2uQgrPlMnXqVDF79uwurUEKzpKLrfnJnZJzWbBggRg5cqTJ2O7du4Wnp6eora116LxswqhNQkKCAGDy1dlfkoaGBjF27FgBQAQGBop58+aJmJgYAUD4+/uL0tLSLquvs19KKSkpYurUqaK1tdWpmjCl5/K03377TYSGhooVK1Z02fml4ky5CCHEmDFjxJIlS7rs/FJxllycrQlTci46nU5s2LDBZKy0tFQAEKdPn3bovK6OX0sjZzFmzBhER0dj9OjRGD16tFWXw7dt24bz589jzJgxOHbsGLRaLQBg586dSE5OxuLFi/HLL7+0zb979y7u3r3b4TF9fHwQEBBgU+05OTk4cOAACgoKoFKpbNpX7pSci5FWq0VTUxMMBgOWLl2KXbt22XUcOXGGXIy+/vpr5OXlYc+ePQ4dRw6cKRdnouRcqqqqEBgYaDJmrP/27ds2Hasdh1o4cmro5H8qBoNB+Pr6CgAiPz+/3faoqCgBQOTl5bWNpaWltfvf0LNfixYtMns+S/9TuXnzpvD39xenTp0yOY+zXAl7llJyeVpJSYm4cuWKyMzMFAEBASI1NdWq16okSsxFCCEOHz4s3N3dRWZmZqdzlUipuTjblbBnKSkXjUYj9u7dazJWX18vAIhvv/228xfbAS7MJ7udO3cO9+/fR0hICEaMGNFu+5w5cwAAP/74Y9tYamoqmpqaOvzKzMy0qY68vDzU1NRg8uTJcHV1haurKzZv3owbN27A1dXV5uMpnVxyedqQIUMQGRmJxMREpKenY+vWraivr7f7eEokx1y+++47vPHGG/j888+RmJho93GUTI65kLxyCQwMRFVVlcmY8ftnr5DZircjyW6FhYUAgJEjR5rdbhw3zgMAtVoNtbpre/9Jkybh6tWrJmOfffYZjhw5gqNHj6J///5dej65k0suHRFCoKmpqdvOJwdyy+WLL77AihUr8NVXX2H+/PnP5RxKILdc6DE55TJu3Dj89NNP2LJlS9tYbm4uPD09MWrUKIeOzSaM7FZZWQkAGDBggNntxnHjPHvU1dWhtLQUAGAwGFBdXY3Lly9Do9EgPDwcAODt7Y2IiAiT/QICAuDm5tZuvCeQSy4AsGXLFsTGxmLw4MEQQuDXX3/F2rVrkZCQAF9fX7vPr0RyymXnzp1ISUnB3r17ERcXh+rqagCAi4sL/P397T6/EskpF2vn9QRyyiU5ORmvvPIKkpOTkZSUhN9//x2pqalYuXJl2zo1uzl0M5OcGjq5Z//2228LAGL9+vVmt5eUlAgAYtiwYXbXcOrUKbP39Ttb79WT14TJKZcPP/xQDBs2THh6egpvb28RGRkpPv74Y6HX6+0+t1wpKRedTmfX3yslUlIu9v6+UyIl5SKEED///LMYMWKE0Gg0IjAwUKxbt040NzfbfW4jXgkjuwkhAMDiuxGN2x0RFxdn13E2bdrUY582Ladctm3bhm3btjl8Pmcgp1wqKiocPpezkFMu9v6+c0ZyygUA4uPjER8f7/A5n8Wb2mQ3b29vALC4wFqv1wOA45drySbMRZ6YizwxF3nqKbmwCSO7DRw4EABw69Yts9uN48Z51D2YizwxF3liLvLUU3JhE0Z2i46OBgDk5+eb3W4cj4qK6raaiLnIFXORJ+YiTz0lFzZhZLdx48bhhRdeQFlZGQoKCtptz8rKAgBMnz69u0vr0ZiLPDEXeWIu8tRTcmETRnbTaDRYvnw5AGD58uUm9+537tyJK1euYPz48Rg9erRUJfZIzEWemIs8MRd56jG5OPz+SnIa2dnZIjY2tu0LgFCpVCZj2dnZJvs0NDS0zTV+wKrx+z59+oiSkhKJXo3zYC7yxFzkibnIE3Mxj00Ytdm/f3+nn7u1f//+dvvp9XqxceNGERISIjQajejbt69YtGiRqKys7P4X4YSYizwxF3liLvLEXMxTCcGHkhARERF1N64JIyIiIpIAmzAiIiIiCbAJIyIiIpIAmzAiIiIiCbAJIyIiIpIAmzAiIiIiCbAJIyIiIpIAmzAiIiIiCbAJIyIiIpIAmzAiIiIiCbAJIyIiIpIAmzAiIiIiCbAJIyIiIpIAmzAiIiIiCbAJIyIiIpIAmzAiIiIiCbAJIyIiIpIAmzAiIiIiCbAJIyIiIpLA/wPi00t0UaC+NAAAAABJRU5ErkJggg==",
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",
"text/plain": [
""
]
@@ -342,13 +334,13 @@
},
{
"cell_type": "code",
- "execution_count": 145,
+ "execution_count": 20,
"id": "86ed1f2e-7df6-49a3-b8fb-77401c877cdc",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
""
]
@@ -363,150 +355,214 @@
"import matplotlib.pyplot as plt\n",
"from scipy.signal import medfilt\n",
"\n",
+ "# --- 1. Initial Setup ---\n",
+ "fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
"\n",
- "# --- 1. Initial Prep ---\n",
- "fig, ax = plt.subplots(figsize=(8, 4), dpi=150) \n",
- "\n",
- "# Apply a median filter to the current data to smooth out noise\n",
- "KERNEL_SIZE_INITIAL = 49 \n",
+ "# --- 2. Data Preparation ---\n",
+ "# Apply a median filter to smooth the current data.\n",
+ "KERNEL_SIZE_INITIAL = 49\n",
"filtered_current = medfilt(HS1_1['i'], kernel_size=KERNEL_SIZE_INITIAL)\n",
"\n",
- "# Plot the filtered experimental data on a semilog x-axis\n",
- "ax.semilogx(medfilt_anodic_i, anodic_df[\"E\"], 'o', markersize=1, label=\"Anodic Data (Filtered)\")\n",
- "ax.semilogx(medfilt_cathodic_i, cathodic_df[\"E\"], 'o', markersize=1, label=\"Cathodic Data (Filtered)\")\n",
- "\n",
- "\n",
- "# --- 2. Data Segmentation for Tafel Analysis ---\n",
- "\n",
- "# Estimate the corrosion potential (Ecorr) by finding the potential\n",
- "# at the minimum value of the smoothed current.\n",
+ "# Estimate corrosion potential (Ecorr) at the minimum smoothed current.\n",
"ecorr_guess_index = np.argmin(filtered_current)\n",
"ecorr_guess = HS1_1['E'].iloc[ecorr_guess_index]\n",
"\n",
- "# Plot the estimated Ecorr as a horizontal dashed line\n",
- "ax.axhline(y=ecorr_guess, color='green', linestyle='--', linewidth=2, alpha=0.5, label='Ecorr Guess')\n",
- "\n",
- "# Split the dataset into anodic and cathodic regions based on the Ecorr guess\n",
+ "# Split data into anodic and cathodic regions based on Ecorr.\n",
"anodic_df = HS1_1[HS1_1['E'] > ecorr_guess]\n",
"cathodic_df = HS1_1[HS1_1['E'] < ecorr_guess]\n",
"\n",
- "# Check if the dataframes are empty and issue a warning if so\n",
"if anodic_df.empty or cathodic_df.empty:\n",
- " warnings.warn(\"Warning: Insufficient data for a linear Tafel fit. Your Ecorr guess may be incorrect.\")\n",
- "\n",
+ " warnings.warn(\"Insufficient data for Tafel fit. Ecorr guess may be incorrect.\")\n",
"\n",
"# --- 3. Advanced Filtering and Curve Fitting ---\n",
- "\n",
- "# Define a larger kernel size for more aggressive filtering of the segmented data\n",
+ "# Apply a stronger median filter for cleaner fitting.\n",
"KERNEL_SIZE_FIT = 299\n",
- "\n",
- "# Apply median filter to the current in both anodic and cathodic regions\n",
"medfilt_anodic_i = medfilt(anodic_df[\"i\"], kernel_size=KERNEL_SIZE_FIT)\n",
"medfilt_cathodic_i = medfilt(cathodic_df[\"i\"], kernel_size=KERNEL_SIZE_FIT)\n",
"\n",
- "# Perform a linear fit (degree 1) for the Tafel plots (E vs. log(i))\n",
- "# Note: We fit E as a function of the filtered current\n",
+ "# Perform linear fit on E vs. current (for semilog plot).\n",
"p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_df[\"E\"], 1))\n",
"p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_df[\"E\"], 1))\n",
"\n",
- "# Generate points for the fit lines for a smooth plot\n",
+ "# --- 4. Plotting ---\n",
+ "# Plot filtered experimental data.\n",
+ "ax.semilogx(medfilt_anodic_i, anodic_df[\"E\"], 'o', markersize=1, label=\"Anodic Data\")\n",
+ "ax.semilogx(medfilt_cathodic_i, cathodic_df[\"E\"], 'o', markersize=1, label=\"Cathodic Data\")\n",
+ "\n",
+ "# Plot Ecorr and Tafel fit lines.\n",
+ "ax.axhline(y=ecorr_guess, color='green', linestyle='--', linewidth=2, alpha=0.5, label='$E_{corr}$')\n",
"i_anodic_fit = np.linspace(medfilt_anodic_i.min(), medfilt_anodic_i.max(), 100)\n",
+ "#ax.plot(i_anodic_fit, p_anodic(i_anodic_fit), 'r--', label='Anodic Fit')\n",
"i_cathodic_fit = np.linspace(medfilt_cathodic_i.min(), medfilt_cathodic_i.max(), 100)\n",
+ "#ax.plot(i_cathodic_fit, p_cathodic(i_cathodic_fit), 'b--', label='Cathodic Fit')\n",
"\n",
- "# Plot the Tafel fit lines\n",
- "ax.plot(i_anodic_fit, p_anodic(i_anodic_fit), 'r--', label='Anodic Fit')\n",
- "ax.plot(i_cathodic_fit, p_cathodic(i_cathodic_fit), 'b--', label='Cathodic Fit')\n",
+ "# --- 5. Tangent Line Calculation and Plotting ---\n",
+ "# Anodic Tangent\n",
+ "i_extreme_anodic = medfilt_anodic_i.max()\n",
+ "E_extreme_anodic = p_anodic(i_extreme_anodic)\n",
+ "tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
+ "log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
+ "log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
+ "E_tangent_anodic = tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic) + E_extreme_anodic\n",
+ "ax.plot(10**log_i_tangent_anodic, E_tangent_anodic, 'm', linestyle='-.', linewidth=2, label='Anodic Tangent')\n",
"\n",
+ "# Cathodic Tangent\n",
+ "i_extreme_cathodic = medfilt_cathodic_i.max()\n",
+ "E_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
+ "tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
+ "log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
+ "log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
+ "E_tangent_cathodic = tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic) + E_extreme_cathodic\n",
+ "ax.plot(10**log_i_tangent_cathodic, E_tangent_cathodic, 'c', linestyle='-.', linewidth=2, label='Cathodic Tangent')\n",
"\n",
- "# --- 4. Tangent Line Calculation and Plotting ---\n",
- "\n",
- "def plot_tangent(p_fit, filtered_i, color, label):\n",
- " \"\"\"Calculates and plots the tangent line at the point of maximum current.\"\"\"\n",
- " # Point of tangency\n",
- " i_extreme = filtered_i.max()\n",
- " E_extreme = p_fit(i_extreme)\n",
- "\n",
- " # Slope of the tangent on a semilog plot (dE/d(log10(i)))\n",
- " # dE/di is the slope of the linear fit (p_fit.coeffs[0])\n",
- " # di/d(log10(i)) = i * ln(10)\n",
- " tangent_slope = p_fit.coeffs[0] * (i_extreme * np.log(10))\n",
- "\n",
- " # Equation of the tangent line: E = m*(log10(i) - log10(i_0)) + E_0\n",
- " log_i_extreme = np.log10(i_extreme)\n",
- " log_i_tangent = np.linspace(log_i_extreme - 0.5, log_i_extreme, 100)\n",
- " E_tangent = tangent_slope * (log_i_tangent - log_i_extreme) + E_extreme\n",
- "\n",
- " ax.plot(10**log_i_tangent, E_tangent, color=color, linestyle='-.', linewidth=2, label=label)\n",
- "\n",
- "# Plot the tangent lines for both anodic and cathodic fits\n",
- "plot_tangent(p_anodic, medfilt_anodic_i, 'm', 'Anodic Tangent')\n",
- "plot_tangent(p_cathodic, medfilt_cathodic_i, 'c', 'Cathodic Tangent')\n",
- "\n",
- "\n",
- "# --- 5. Final Plot Configuration ---\n",
- "\n",
- "# Set plot labels and title for clarity\n",
+ "# --- 6. Final Configuration ---\n",
+ "# Configure plot aesthetics.\n",
"ax.set_xlabel(\"Current (A)\")\n",
"ax.set_ylabel(\"Potential (V)\")\n",
"ax.set_title(\"Tafel Plot for HS1_1\")\n",
"ax.legend()\n",
"ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
"\n",
- "# Display the plot\n",
"plt.show()"
]
},
{
"cell_type": "code",
- "execution_count": 132,
- "id": "fef0e0c4-1f42-46a0-b731-1ed4b82e673c",
- "metadata": {},
- "outputs": [],
- "source": [
- "def linear_tafel_fit(df, overpotential_range_V=0.1):\n",
- "\n",
- " ecorr_index = df['abs_j'].idxmin()\n",
- " Ecorr_guess = df['E_V'].iloc[ecorr_index]\n",
- "\n",
- " # Select data for anodic and cathodic Tafel regions\n",
- " anodic_df = df[df['E_V'] > (Ecorr_guess + overpotential_range_V)]\n",
- " cathodic_df = df[df['E_V'] < (Ecorr_guess - overpotential_range_V)]\n",
- " \n",
- " if anodic_df.empty or cathodic_df.empty:\n",
- " print(\"Warning: Not enough data for linear Tafel fit.\")\n",
- " return None\n",
- "\n",
- " # Fit linear regions (log(j) vs E)\n",
- " # np.polyfit returns [slope, intercept] for a 1st degree polynomial\n",
- " # We want E vs log(j), so we swap x and y\n",
- " p_anodic = np.polyfit(anodic_df['log_abs_j'], anodic_df['E_V'], 1)\n",
- " p_cathodic = np.polyfit(cathodic_df['log_abs_j'], cathodic_df['E_V'], 1)\n",
- "\n",
- " beta_a = p_anodic # Anodic Tafel slope (V/decade)\n",
- " beta_c = -p_cathodic # Cathodic Tafel slope (V/decade), should be positive\n",
- "\n",
- " # Find intersection of the two lines to get Ecorr and log(icorr)\n",
- " # E = beta_a * log(j) + intercept_a\n",
- " # E = -beta_c * log(j) + intercept_c\n",
- " log_icorr = (p_cathodic - p_anodic) / (p_anodic - p_cathodic)\n",
- " icorr = 10**log_icorr\n",
- " Ecorr = p_anodic * log_icorr + p_anodic\n",
- "\n",
- " return {\n",
- " 'Ecorr_V': Ecorr,\n",
- " 'icorr_A_cm2': icorr,\n",
- " 'beta_a_V_dec': beta_a,\n",
- " 'beta_c_V_dec': beta_c\n",
- " }"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
+ "execution_count": 37,
"id": "a5159c47-93d9-4993-a073-f7b80cd4a81e",
"metadata": {},
- "outputs": [],
- "source": []
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "[ 2.42916762e+08 -1.84040974e-01]\n",
+ "[-4.99294175e+08 -1.82337841e-01]\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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r4e3tjfz8fG6iAgA8PT3x448/IjIy0sTGK6+8guXLl5uUHz582GgfkuDgYEk2pj106BB69uxp9r2KK0z27t2LHj16WF0nQRAEIT20goMgCIIg7IDBgwdj//79iIuLQ61atVBaWgp/f39MmjQJp06dQu/eva2uw9/fH7t27cKGDRsQHx+PBg0aoKioCAUFBahXrx4GDhyIr776SvKTTmzJggULsGfPHowaNQqBgYHIzc2Fp6cnevbsiR9//BE7d+6Ep6eniZ6joyN2796NyZMnIyQkBHl5eUhNTUVqaipyc3Ml9dHZ2Rm//fYb1qxZg4EDB8LPzw85OTnw8/PDwIEDsXbtWvz6669wcnKStF5bceXKFfzxxx+YMmUKOnXqxMXDGENgYCB69OiBjz/+GFevXpV0ooggCIIgVMzWu2cRBEEQBEEQBEEQBEHYGFrBQRAEQRAEQRAEQRCE3UMTHARBEARBEARBEARB2D00wUEQBEEQBEEQBEEQhN1jH9ugEwRBEARBEIQFbt26hQ4dOgjSadCgAU6cOGEjjwiCIIjqgCY4CIIgCIIgCLtGp9MhIyNDkI6Li4uNvCEIgiCqixr/iMrhw4cxaNAg+Pr6wsPDA9HR0WbPXa+KBw8eYMmSJXjhhRfQpk0bODo6QqVSYfXq1bz0d+/ejeHDhyMwMBAajQb16tXDoEGDsHHjRhPZkJAQqFQqi6+kpCTB/hMEQRAEQdgrISEhYIwJetnTcccEQRAEP2r0Co5169Zh9OjR0Ov16N69O/z9/bF7925MnDgRZ8+exYIFC3jbOnjwIJ5//nlRfrzzzjv4/PPP4ezsjK5duyIwMBC3b9/G/v37UbduXQwdOtSs3oQJE8yWe3t7i/KDIAiCIAiCIAiCIOyVGjvB8ejRI0yaNAk6nQ5r1qzByJEjAQAZGRmIiYnBwoULMWTIEPTs2ZOXvcDAQEyZMgUdOnRAhw4d8Pnnn2PFihVV6n377bf4/PPP0aFDB6xZswYNGjTg3svPz0dKSopF3WXLlvHyjSAIgiAIgiAIgiAed2rsBMeSJUug1WoxbNgwbnIDKJuomDt3LkaOHIkFCxbwnuDo3LkzOnfuzP2tVlf99E9WVhbefvtteHp6YsOGDahTp47R+25ubmjZsiXPiAiCIAiCIAiCIAii5lJj9+DYtGkTACA+Pt7kvbi4OLi4uGDXrl0oLCy0mQ+rVq1CTk4Oxo0bZzK5QRAEQRAEQRAEQRAEf2rsCo7ExEQAQNu2bU3ec3Z2RsuWLXHy5ElcvnwZkZGRNvFh9+7dAIC+ffsiIyMDK1euxJUrV+Dp6YmuXbtiyJAhcHBwsKg/b948XLt2DRqNBi1atMCIESNQu3ZtSXwLCgpCXl4eGjZsKIk9giAIgiAIgiAIgqiMmzdvwt3dHenp6aL0a+QKjuzsbGRlZQEA6tevb1bGUH7z5k2b+XHhwgUAQGpqKsLCwvD666/ju+++w/z58zFixAh06NABt2/ftqj/1ltv4bvvvsPixYvx4osvIiQkBEuXLpXEt7y8PJSUlEhiqzxFRUWKsCVWV4geX1k+clK2mz2glHjl8EMpOSFW3xY5wVdWKf1EDpQUq619kdq+3GOFUB0aK8ShpFhr0lhBn5+UjVLirUk5IVafxgrLlJSUIC8vT7wBVgO5ffs2A8AAsJKSErMyTz75JAPAfv31V1F1TJgwgQFgq1atsigTGBjIADBHR0fWrl07dvToUZadnc2OHDnCoqKiGADWqVMnptfrjfT+7//+j61du5alpqay/Px8dv78eTZ9+nTm4ODAALB169bx9jMiIsLsS6PRsIiICKbT6biXwY/yZTqdjjHGmF6vr1K2pKSErV+/npWWllpt12CrpKREkA86nY6VlpYa6VYmq9frObvl65RK1lwcfPy1JFveBz5tKUTWmmtfXf2ET/tI3U+EXCMhfaoqu5X1Ez7XvrJ2t+RDxToru0ZSyyqln4i99tXVT6y9R9iy3YX2E1vcT8y1e2lpKe+2tJSHltpdp9OZvc9YavfK7FrTT6wdH+QeS6TuJ0Jlre0nhvr4yvLtJ3zsWtNPzLU7n2tvqNNcXGJlq2p3W/UTa8cHW44lUvYTPu0jdT8Rco2E9Kmq7FrbT/i2e3m75fOQzzUq398rk+VjVyn9pLL2MXwfFYvdPqISHx+P8+fPC9L5+eefER0dDcZYlbJ8ZKxFp9MBAFxdXbFt2zb4+/sDADp16oRt27ahcePGOHr0KHbv3o0+ffpweosXLzay06JFC3zxxRcICwvDiy++iLfffhvDhw+32r+ioiL89ddf3N9t27ZFgwYNsGnTJq59XF1d0a9fPyQnJ+PixYucbGRkJEJCQrB161aUlpYCKHv0BwBu3LhhdO1atmyJ0NBQ7Ny5k9vzxMHBAYMHD8atW7dw+vRpTjY8PBxhYWFISEgAAGzevBkAMGzYMNy5cwcnT57kZJs2bYqIiAjs27cP2dnZXPnAgQONdAGgcePGaNWqFQ4dOoTMzEyufMCAAcjJycGhQ4e4snPnziEqKgpHjx7F/fv3ufK+ffuiqKgI+/fv58rOnDmD9u3b48SJE0bLrAyb1+7du5fzJSgoCB07dsTp06eRlpbGyXbr1s3E39q1a6NLly5ITExEamoqV961a1d4enpi27ZtXJmvry+6deuG8+fPG53K07FjR/j7+xvZ9fLyQs+ePXHp0iVcvXqVK2/fvj3q1atn1B/c3d3Rp08fXLlyBUlJSVx5VFQUGjZsiC1btnB93MXFBf3790dKSorRtW/VqhUaN26M7du3o7i4GADg6Fh2W7p58yb3KBkAREREoGnTpti1axcKCgoAACqVCkOHDkVaWhpOnTrFyYaFhSE8PBwJCQnIycnhyocMGYKMjAwcP36cK2vSpAlatGiBAwcOcCu7gLJrX7HdQ0JCEBkZicOHD+Phw4dceb9+/ZCfn4+DBw9yZQ0aNEDbtm1x/PhxZGRkcOW9e/eGTqfj+jAAnDp1CtHR0fj7779x584drrxHjx5wcHDgHmcDyjZC7tSpE86cOYNbt25x5V27djXx18/PDzExMUhMTMSNGze48s6dO8PHxwdbtmzhygzHS1+6dAnXrl3jyqOjoxEYGGh07T09PdGrVy9cuXLFqM7K7hEGmwZZS/eIgQMHcr4aZC3dIwAgLS0NZ86c4Xwz3CP27NljNPsv5B4RFxeHBw8e4NixY1yZkHtEcHAw2rRpw+seUb9+fbRr167KewQAnDx5Ep06dTK5R3Tv3h0ajQY7d+7kymx5jwCApKQkJCcnc+VS3SOuX78O4J9rb+keERcXh9TUVJw9e5aza+keAQC3b982GkuE3CMuXbqEli1bmtwjBg0ahEePHuHIkSNcWUhICADg6NGjvO4Rbdq0MYoXMH+PMOzTderUKdy9e5crN3ePOHHiBDp37mxyj4iJiYGbmxt27NjBlQm5R9SqVQuxsbG4ePGi0bWv7B5x+fJlXL58mSuX4nOEkHtEZZ8jpL5HXLhwAa1bt7bJPSIqKsooXsD8PcLS5whz94hjx46ha9eugu4RhpXHBj+EfI4wwOceYYDP54gbN24gNDTU7D3CsArb4J/cnyMs3SNs8Tmibt26aNeunVG8gLDPEVLdIy5dumTkh63uEQbM3SOuX7+Oc+fOcTKV3SMMuWLwV+g9Ijw83KTd+X6O2Lx5s6B7REFBAUpKSqr8HLF582aL94gOHTqY+Cv354iqvmvk5OTA09MTohE9NVLNtGvXjluFwfe1d+9exhhjWq2WK9NqtWbtDx8+nAFgGzduFOUfnxUcjRo1YgDYk08+afb9J554ggFg77//Pq86dTodCwgIYABYSkqKKL8NGGbOxMyqWpKlFRymsrSCQ7m/zNMKjqp9oBUctIJDynYX2k9scT8x1+60gkNaWSX2E6Gy1vYTQ318Zfn2Ez52aQUHreAQaldo3tMKDlrBIVbWUF+NXcFRfvZMKF5eXvD29oZWq0VaWhoiIiJMZAyzebbcZDMkJATXr19HcHCwxfcB4N69e7zsqdVqhIaG4t69e7h79y4aNWpktY/mjrs1V6ZSqbhfyizJqlQqdO7cGWq1ukrZquw6ODigc+fOcHBw4N7n4wNQtjqnom5lPpS3bdCTStZcHFL5a8kva2TFXnshslL2EyHtY6t2l6pPWeMvn2tfVbtb8sFcnZbuG1LKKqWfyCErZT+pTFaKfmJtuwvpJ7a6n5S3bdCtStZAZXlYUbYqeXPtXplda/qJFOODnGOJ1P1EjGx5eaH9hI/d8vDtJ0L8FXs/MedHVdfeUGdlfUeoLJ92t1U/sRRzdctK2U/MlVn72UDKe4SQPlWVXSn6idB2N3dPr8zfimOZNXaV0k+E5pwQauQmowC4k1HKL0czUFJSgvPnz0Oj0SAsLMxmPhiWHJZfylgew9I1Dw8P3jYfPXokWEdOfHx8FGFLrK4QPb6yfOSkbDd7QCnxyuGHUnJCrL4tcoKvrFL6iRwoKVZb+yK1fbnHCqE6NFaIQ0mx1qSxgj4/KRulxFuTckKsPo0VtqPGTnDExcUBAP7880+T9zZt2oTCwkL07t0bLi4uNvNh6NChAIB9+/ZBr9cbvafT6XDgwAEA5o+yNceFCxdw+fJluLm5cc+DKQnGGLZs2SLJ/ibW2BKrK0SPrywfOSnbzR5QSrxy+KGUnBCrb4uc4CurlH4iB0qK1da+SG1f7rFCqA6NFeJQUqw1aaygz0/KRinx1qScEKtPY4VtqbETHJMnT4aXlxc2bNiAtWvXcuX37t3DW2+9BQCYPn26iV54eDjCw8MrPb6VL7GxsejcuTMuXbqEOXPmGL03e/ZsXLlyBQEBARgxYgRXvn37dvz9998mthITEzF69GgwxjB58mRuQ0+CIAiCIAiCIAiCqAnY7R4c1uLr64sff/wRTzzxBOLj4xEbGwt/f3/s2rULWVlZmDp1Knr37m2iZ9jpt6SkxOS9Tp06cf83nBgwY8YM/Oc//wFQthLjm2++MdJZsWIFunTpgpkzZ2L16tWIiIjAhQsXkJSUBFdXV6xcuRLu7u6c/JEjRzB79mwEBwcjNDQUtWvXxvXr13Hq1CmUlpYiNjYWn376qdXtQxAEQRAEQRAEQRD2RI2d4ACAUaNGYf/+/ZgzZw6OHj2K4uJiNG/eHC+//DImTZok2F75o4AMJCcnc8epmXvcJTQ0FGfPnsWsWbOwefNmbNy4Eb6+vhg3bhzef/99tGjRwki+f//+uHXrFk6cOIGzZ89Cq9XCy8sLMTExePLJJzFp0iRu46jqgjFmdtmTXq9HrVq1TB7HEYM1tsTqCtHjK8tHTsp2sweUEq8cfiglJ4ToV9wUqlatWrzrkFpWiD17R0mx2toXqe1bY0+MrlAdvvKUE8YoKVY5fJGyDrlzQqge5YR4lBJvTcoJsfo0VtgOFXucH8AhRGOYWDGceV4ZjDHk5OQgOzsb+fn53JnlBEE8njg7O8PT0xN+fn7VPqFKEARBEARBPD4I+R5qjhq7BwchDXq9Hnfv3sXt27eRk5NT5eSGlL+GW2PLml+5pZbluyKkJqGUeOXwQyk5IUS/uLgYDx8+xM2bN3H+/HneG8dduHBBMlkh9uwdJcVqa1+ktm+NPTG6QnX4ylNOGKOkWOXwRco65M4JoXqUE+JRSrw1KSfE6tNYYVtq9CMqhPVotVpotVoAZfuaeHp6QqPRmD3XmDEGrVYLb29vs+8LwRpbYnWF6PGV5SMnZbvZA0qJVw4/lJITQvT1ej3y8vKQkZGBgoICpKenIyIigldOJCcno3nz5pLICrFn7ygpVlv7IrV9a+yJ0RWqw1eecsIYJcUqhy9S1iF3TgjVo5wQj1LirUk5IVafxgrbQhMchFU8evQIABAQEAA/P79KZRljUKvVUKvVktyMxNoSqytEj68sHzkp280eUEq8cvihlJwQoq9Wq+Ht7Q0AuHPnjk2P0iYIgiAIgiAIIdAjKoRoGGMoKioCAHh5eVWzNwRByInhdCcHB4fHepkjQRAEQRAEYT/QBAchmvJfavhuNOjm5iZZ/dbYEqsrRI+vLB85KdvNHlBKvHL4oZScEKqvVpcNH+WPsa4MlUqF6OhoXqtL+MgKsWfvKClWW/sitX1r7InRFarDV55ywhglxSqHL1LWIXdOCNWjnBCPUuKtSTkhVp/GCttCp6gQZuGze61er8fly5cBAGFhYdwXHkuU72pSLMcXa0usrhA9vrJ85KRsN3tAKfHK4YdSckKMviH/GWMICwurcpKTsbLjo1UqFa/8qUpWiD17R0mx2toXqe1bY0+MrlAdvvKUE8YoKVY5fJGyDrlzQqge5YR4lBJvTcoJsfo0VlQOnaJC2BWGDUmr25ZYXSF6fGX5yEnZbvaAUuKVww+l5IRYfa1Wy+sRFcYY/vrrL8lkhdizd5QUq619kdq+NfbE6ArV4StPOWGMkmKVwxcp65A7J4TqUU6IRynx1qScEKtPY4VtoQkOgiAIgiAIgiAIgiDsHjpFhSAIgiAIgiAIgiBsjLagBEUlpcgrAbILSuDo6AAHlQpqNeCoVkOtqhmPpNsSmuAgZKWqfTrksiVWV4geX1k+clK2mz2glHjl8EMpOSFWX4iOp6enpLJC7Nk7SorV1r5Ibd8ae2J0herwlaecMEZJscrhi5R1yJ0TQvUoJ8SjlHhrUk4I1Z+18QLWnb4NwBHvndzFS6dv8wA8Uc9DMl+U0k9sBW0ySpjFFpuM1kReeeUVfP3115XKODo6Ijs7G66urjJ5RRDWQ/lPEARBEARhmb9TM/H9/hQUlOihLShBTmEJUu7nibL1+4udEd3IV2IPlQltMkrYDYwxFBQUSLYhkFhbYnWF6Blkz549CwAYPHgwJkyYYPY1bdo0uLi4SO6vvaKUeOXwQyk5YY1+YWEh75xISkqSTFaIPXtHSbHa2hep7VtjT4yuUB2+8pQTxigpVjl8kbIOuXNCqB7lhHiUEm9NyonK9JcevI5R3x7B9gsZ2H/lPs7eyhI9uREe5AnnvHTKC57QBAchK0VFRYqwJVZXiF5hYSESExMBAEuWLMGyZctMXj/99BPef/99m/lrryglXjn8UEpOiNUXMsFhOFZWClkh9uwdJcVqa1+ktm+NPTG6QnX4ylNOGKOkWOXwRco65M4JoXqUE+JRSrw1KScq0z9/2/pT8ka2rYcVz0Vj0ytdkXrtKuUFT2gPDoKwEampqcjOzoavry8CAwOr2x2CIAiCIAiCIGTg5Z5NoC0owZ6ke4J1uzerjZ+fjeb+1uv1Urr22EMTHARhI86fPw8AaN68eTV7QhAEQRAEQRCEXDQJ8MCPEzsYlTHGUKzTI+yDbUblz3QORm0PDVIz89E+2AfDo+rJ6epjB01wELLi5uamCFtidYXoGTZgjIiIsNqmlO1mDyglXjn8UEpOiNV3c3PjdZyZSqVC27ZtJZMVYs/eUVKstvZFavvW2BOjK1SHrzzlhDFKilUOX6SsQ+6cEKpHOSEepcRbk3JCqL5KpcKyQzdMyt/oHwYvFyer66C8KINOUSHMIvUpKnnF4jbVAQBnB2c4OZhP+vySfNHPkDk5OMHZwVm0X1UxYsQIrF+/HgsXLsS0adNsVg9BVAd0igpBEARBEIQw3lt3Dr8eu8n9HR7kiW3TulejR8qDTlEh7IJ5h+dh7qG5+GjPR5h7aC7mHZ7H+3U6/bSJPcYYsrKy8OWxLwXZKu/HoZuHBMVgqJPvJlmnTp0CALz22mtQqVRmXzNnzqzSppB6HweUEq8cfkhZh7W2xOpnZWXxejZUr9dj48aNkskKsWfvKClWW/sitX1r7InRFarDV55ywhglxSqHL1LWIXdOCNWjnBCPUuKtSTkhRn9ilxCjv5PSc7B491VJ6qC8KIMeUSEIG5CdnY2bN29CrVbj6aeftig3ePBgGb0iiOpF6GkUUtqzd5QUq619kdq+NfbEnjRhC3nKCWOUFKscvkhZh9w5IVSPckI8Som3JuUEX33GGI5fz8Sff6eZvLf2VBqm9m5qdR1CfHmcoQkOgrABZ8+eBQCEhoZi2bJlFuUYY9BqrT9GiiAIgiAIgiAIZVFYosPSg9fx+8lbSH2Yb1ZmWBvaVFRKaIKDsFuqY3McvnUaJjhat24tiU1rYi0pKYGTk+keJpbKlYBSNj6Sww8p67DWlhh9IXtvuLq6SiorxJ69o6RYbe2L1PatsSdGV6gOX3nKCWOUFKscvkhZh9w5IVSPckI8Som3JuVEVfoLdl7B9/tTTMqd1EDfiCA81TkYXUL9JfOR8oI2GSUsQJuMWsfkyZOxdOlS/Pvf/8aMGTN462VlZWH27NlYt24d7ty5g8DAQEyePBkzZ84EANy+fRvvv/8+tmzZgqKiInTt2hVffvklQkNDAQAFBQXw9PTEl19+ib1792Lr1q0YOnQolixZYrZ85cqVNomfePyhTUYJgiAIgiAqp+tne3A7q4D7u1tTf8S3q48+zQPhrqG1BuagTUYJu8Dd2R1uTm5w0DvAzckN7s7uvF/mJjcYYygsLISro6sgW+X9cFILW71gqJPPhIphBUerVq1423z48CG6dOmCo0eP4ttvv0VSUhKWLl2KevXqobCwENeuXUOHDh2g0+mwc+dOHDlyBAAwZMgQlJaWcvXqdDrMnTsXQ4YMwdmzZ/HJJ59YLFciQtrZ3v2Qsg5rbYnV56vDGMPVq1clkxViz95RUqy29kVq+9bYE6MrVIevPOWEMUqKVQ5fpKxD7pwQqkc5IR6lxFuTcoKPvqfLP5MYzQI9sOK5jhgaWRd3bl6nscJG0AQHISuFhYWKsCVWl4+eTqfjZhwjIyN52/y///s/uLm5ISEhAQMHDkTjxo3Rr18/PPfccygsLMS//vUvREZGYsWKFYiMjERERAQ+++wzXLp0CUlJSQDAndyybNkyPP3002jcuDGCg4MtlisVKfuJNcjhh1JyQqy+kAmOixcvSiYrxJ69o6RYbe2L1PatsSdGV6gOX3nKCWOUFKscvkhZh9w5IVSPckI8Som3JuUEH/2+EYHc/50c1KLqpLwQBq2LIQiJuXLlCgoKypaizZ4926Jct27d8OyzzwIA7t27h99++w0bN26ERqMxkU1LS8POnTuxe/duo3Jn57JHbIqKigCUTXBER0cjNjbWSM5SOUEQBEEQBEEQEpKRAfj4AM7OKD+P4O5MX73lgFqZICTG8HgKACxfvtyinOH5MgA4c+YM9Ho9OnfubFb24sWLAEw3LT137hycnZ3RvHlzAGUTGQMHDjTRt1ROEARBEARBEISEPPsscOEC8P77cKrfhSvOzC+uRqdqDvSICiErStnx2Ja7gI8dOxZ6vR6FhYXQ6/VgjJl9vfnmm5xNw2kmWVlZZm36+fkBAPLy/tmsVa/XY968eRg1ahTc3NxQUlKCCxcuoF27dka6lsqVjFJ2d6ZdwPnp8D0JKDIyUjJZIfbsHSXFamtfpLZvjT0xukJ1+MpTThijpFjl8EXKOuTOCaF6lBPiUUq8NSknzOofPw5s2QKkpgIvvIAXXxiE8HvXAQDJ93KRkV1IY4WNoVNUCLNIfYoKUTnZ2dlo1qwZoqKi8PHHH8Pb2xvnzp2DXq/HyJEjkZ+fj2bNmiEmJgazZ89Gfn4+5syZg1OnTuHQoUOoW7cuTp06hXbt2uHGjRtG+2tYKicIa6D8JwiCIAiCqMCgQcDWrdyfhT5+iJr4HQqcXQAAI6PqYcGYNtXknH1Ap6gQdgNjDFlZWZJtCCTWllhdIXp8ZQ1ynp6e2LJlC0pKStCrVy9ERkbi448/hp+fHxhjKC4uxsaNG3Hnzh20a9cOAwYMgK+vL44dO4a6desCAE6fPg1fX1+TSQxL5UpFyn6idD+UkhPW6Gu1Wuj1+irl9Ho9Nm/eLJmsEHv2jpJitbUvUtu3xp4YXaE6fOUpJ4xRUqxy+CJlHXLnhFA9ygnxKCXempQTJvr5+UB2ttH7X0QO4yY3ACA0wIPGChtDe3AQhEJo27Ytdu3aZVJu+MIZFRWF/fv3W9R/7rnn8Nxzz/EuJwgpEDIhYjjOWCpZIfbsHSXFamtfpLZvjT0xukJ1+MpTThijpFjl8EXKOuTOCaF6lBPiUUq8NSknjPTd3FCasA+HvvsNXp9/jPoP7+CXqEGc3JDIunguppGoOikv+EMTHARBEARBEARBEAQhkvs5Rdh8Lh3/3nQRgDcw7nME5TzkVm8sGtsGw9rUA4DHevWEEqAJDkJWpNzQxhpb1mwkJLUs3023ahJKiVcOP5SSE2L1hegYjjWWSlaIPXtHSbHa2hep7VtjT4yuUB2+8pQTxigpVjl8kbIOuXNCqB7lhHiUEm9Nyon7OUX46aojXj2yx/gNlQrpXv6o5eaEDwdHcJMbYuukvOAPbTJKmIU2GSUIojIo/wmCIAiCqMnkF5ei1/x9SM8uNPv+4nFRiG1WG96uTjJ7Zt/QJqOE3cAYQ1FRkWQbKoq1JVZXiB5fWT5yUrabPaCUeOXwQyk5YY2+kJxISUmRTFaIPXtHSbHa2hep7VtjT4yuUB2+8pQTxigpVjl8kbIOuXNCqB7lhHiUEm9NyomHucUmkxvBfm7Y9H8xuP7pIAyNrGt2coPGCttCExyErBQUFCjCllhdIXp8ZfnISdlu9oBS4pXDD6XkhFj9goIC3h9az507J5msEHv2jpJitbUvUtu3xp4YXaE6fOUpJ4xRUqxy+CJlHXLnhFA9ygnxKCXempQT9X1c0SI9GT2unQT+p7/vzZ5oWc+70kd4aaywLbQHB0EQBEEQBEEQBEHwgDGG/+5LwY+HrmNBwjJ0Sz2D03XC8HP/CQAbBChkL7maSo1fwXH48GEMGjQIvr6+8PDwQHR0NJYvXy7YzoMHD7BkyRK88MILaNOmDRwdHaFSqbB69WqLOhMnToRKparydfPmTRPdrKwsTJs2DcHBwdBoNAgODsarr76KrKwswb4TBEEQBEEQBEEQlZNyPxevrj6Dz7clIfjSKXRLPQMAiLp7GQuXvQf8+mv1OkjU7BUc69atw+jRo6HX69G9e3f4+/tj9+7dmDhxIs6ePYsFCxbwtnXw4EE8//zzguqPiYmx+N7ly5dx9OhRBAcHo0GDBkbvPXz4EJ07d8bVq1fRuHFjDB8+HBcuXMDixYuxZcsWHD16FH5+foJ8kQsXFxdF2BKrK0SPrywfOSnbzR5QSrxy+KGUnBCr7+rqyvskoJYtW0omK8SevaOkWG3ti9T2rbEnRleoDl95ygljlBSrHL5IWYfcOSFUj3JCPEqJ93HOiXnbk/D13mvc39MOGk9msDp1oBo5UtI6hchTXpRRY09RefToERo1agStVos1a9Zg5P86Y0ZGBmJiYpCcnIw9e/agZ8+evOwdOXIEv/zyCzp06IAOHTrg888/x4oVK7Bq1SqMHTtWsH9jxozB77//jvfffx9z5swxeu+ZZ57BihUrMHLkSPz2229wdCybp5o6dSq+/PJLPPPMM6JWoZSHTlEhCKIyKP8JgiAIgqgppGsL0fmz3YatNtDh1nn88es7xkKLFgFTp8rv3GMGnaIikiVLlkCr1WLYsGHc5AYABAYGYu7cuQAgaAVH586d8fXXX2PixIlo0aKFVR/2s7Oz8ddffwEAnnrqKaP30tPTsXLlSjg5OeGbb77hJjcAYN68eahduzZWrlyJjIwM0fXbCsYYtFqtZBsCibUlVleIHl9ZPnJStps9oJR45fBDKTlhjb5Wq4Ver69STq/XY/v27ZLJCrFn7ygpVlv7IrV9a+yJ0RWqw1eecsIYJcUqhy9S1iF3TgjVo5wQj1LifVxzwt/DGb5uztzf0w4Zr97I9Q9E9jOTJK1TqDzlRRk1doJj06ZNAID4+HiT9+Li4uDi4oJdu3ahsND8uca2ZM2aNSgoKECHDh0QHh5u9N7WrVu5R2oCAwON3tNoNBgyZAh0Oh22bt0qp8u8kfLLojW2rPkSKLUs3wmTmoRS4pXDD6XkhFh9ITpC7qd8ZKvj/lxdKClWW/sitX1r7InRFarDV55ywhglxSqHL1LWIXdOCNWjnBCPUuJ9HHPC0UGNtVO6IL5dfUTfOo+uqYlG789tMxwjfzyF4lJ+Ewc0VtiOGjvBkZhY1inbtm1r8p6zszNatmyJwsJCbgm2nPzyyy8ATFdvAMDZs2cBmPe7fLlBjiAIgiAIgiAIgrCOYD93zB8did/ubDMqT/fwxW+R/ZF8LxdX7+VUk3eEgRo5wZGdnc2dNlK/fn2zMoZycyeY2JLbt28jISEBjo6OZvfuMPijNL8Jyxw7dow7EefTTz+tbneqZNasWVCpVFi2bJlReY8ePaBSqXDjxg1J6wsJCTE6NUitVsPHxwdqtdriyUKEfeLg4CCprBB79o6SYrW1L1Lbt8aeGF2hOnzlKSeMUVKscvgiZR1y54RQPcoJ8Sgl3sc6JxISoEpIMCr6uvMTKHJ0RsdGvmga4Cl9nQLkKS9q6Ckqubm53P/d3NzMyri7u5vIysHKlSuh1+sxcOBABAQEmLxv8Ecqvw2buFTk2rVrCA0NNXo+y/Dl0lCm1+vBGINKpQJjzGSpuqG8PLVq1eIta67MUA4A3t7eAGDkgzlZc+XldauSNadXUbcy2RUrVnBlK1aswDvvvGNWrrI4xPorRtaAuetUsVxIu1uSjY+Px4MHD4zKzpw5g7NnzyI0NNTsaUN82kGK9pGj3YX0KQDo2bMn9u3bh5SUFISEhEjqr6X8rAxDnXq93uQeYcAwWTVo0CBJZQcPHgzGWKX3qfJ2K8ZmSdZwjxEra6hPSllDewCwmQ/m2secrK3aXWg/4WtXiL/m2t1QxrefDB48GHq93qS+irKGOMrHW5ksH7ti+wnfay+FrFL7iTX3CKH9xFCfEFm+/cSW9xNz7W5JtmJbxsXF8W53vrKVtbut+om144OtxxIp+0l5WSF5b00/EXKNhPQpKe8nmDUL5X9qu+vhh99b98OsIREYH90Ajup/Yq3MB0Od5mQN9ZX3wdDfzX1OKy/Lx64S+gnfayQGu53giI+Px/nz5wXp/Pzzz4iOjub14V3K5+KFYHg85emnnzb7fvkvlpW9LwVFRUXcZqdA2eMvDRo0wKZNm7h6goKC4OXlhaKiIhQXF3Oyrq6u0Gg00Gq1XJlKpeKOoSwoKODKXVxc4OLiguzsbCP/a9WqheLiYrOyOTk5RglQq1YtlJSUID8/nyvTaDRwdXU1kfXy8kJhYaGRv87OznBzc0Nubi50Op2RrE6nQ15enolsXl4eSktLuXJPT08wxkwml3777TeoVCoEBATg0qVL2L9/P/elPSfnn2Vsjo6O8PDwQH5+PkpKSrhyDw8PlJaWGj0vZ5AtKCgwisPd3R0ODg7Izs7myhwcHODp6WlW1tHR0egald8ct6CggHvPzc0NP//8M9LT0+Hh4QGtVgu1Ws1d+/K+Wbr23t7eZmXnz59vsrnl/PnzcfbsWURHR+M///kPgH+uvVarNbIt5Np7e3tblDV37YuKilBUVMSVVdZP9Hq90bV3cnKCu7s7r35ikDV37VUqlVE/MdRb/voAZddTp9MZtW9l195cP3F2doZerzeK2c3NDU5OTib9xMPDA3q9HtnZ2di8eTMA8/cIV1dX9OvXD8nJybh48SJnIzIyEiEhIdi6dSvXPs7Ozhg4cCCuX7+Oc+fOcbItW7ZEaGgodu7cycXn4OCA1q1bgzGGM2fOcLLh4eEICwvDnj17jPJ22LBhuHPnDk6ePMmVNW3aFBEREdi3b59RW8TFxeHBgwc4duwYV9a4cWO0atUKhw4dQmZmJlc+YMAA5OTk4NChQ1xZcHAw2rRpg6NHj+L+/ftced++fVFUVIT9+/dzZfXr10e7du1w4sQJpKenc+WGE7z27t3LlQUFBaFjx444ffo00tLSuPLu3btDo9Fg586dXFnt2rXRpUsXJCYmIjU1lSvv2rUrPD09sW3bP8trfX190a1bN5w/fx4pKSlceceOHeHv789dX6Csr4eGhiI3NxdXr17lytu3b4969eoZjRnu7u7o06cPrly5gqSkJK48KioKDRs2xJYtW7j+7OLigv79++PatWtGu6a3atUKjRs3xvbt27k+7OjoiLi4OKSmpho9jhkREYGmTZti165d3LihUqnQpk0bqFQqnDp1ipMNCwtDeHg4EhISjPJryJAhyMjIwPHjx7my0NBQtGzZEgcOHOBWfwJlHyIfPXqEI0eOcGUhISHw8fHBzZs38fDhQ668X79+yM/Px8GDB7myBg0aICoqyqT/9e7dGzqdDgnlfiGsU6cOgoKCkJ6ejrt373LlPXr0gIODA3bv3s2VBQQEoHPnzjhz5gxu3brFlcfExMDNzQ07duzgyvz8/BATE4PExESj1XmdO3eGj48PtmzZwpXVqlULsbGxuHjxIpKTk7ny6OhoBAYGGl17T09P9OrVC5cvXzZ61Ffue8TgwYNx69YtnD59mpO1x3tE27ZtsX//fqP7sLX3CH9/f3Tt2tUm94iePXvi0qVLRveIkJAQtG7dmtc9omHDhmjTpo3Ze0RKSorR538p7hFDhw5FWlqa6HtEkyZN0KJFC973iMjISBw+fJjXPaJt27Y4fvy40eEB5u4RdevWRfv27U18MHePCAwMRKdOnWx2j7hw4QKuXfvnKFVb3SMM91Br7xE3b97k/TniwR9/oPa+fSjP152fQEwjF/g8SMTWLWVbINjqHtGnTx8UFxdb9TkiOjoaBw8exKNHj7hyuT9HmLtHlP8ckZOTA09PfithzMLslHbt2jEAgl579+5ljDGm1Wq5Mq1Wa9b+8OHDGQC2ceNGUf5NmDCBAWCrVq3irZOYmMgAMC8vL5afn29WZsSIEQwAW7Rokdn3169fzwCwkSNHivLbQEREBIuIiGA6nY576fV6xhjj/i4pKWEXLlxgFy9eZKWlpUyv1xu9GGMmZY8ePTIpsyRrrqx8eXlbVcny8cOSrDk9vrKG6xEbG8tmzJjBALBXX33Voi9S+ytGdubMmQwA+/HHH62+RmJl3377bQaATZgwQVK7QttHjnYX0qf0ej2LjY1lAFhKSork/lrKT3MvnU7HLl68yA4fPsyKiorM3iMML8YYKy0tZevXr2clJSWSyJaUlLD169ez0tLSSu9T5e0a/K5KtnyMYmQN9Ukla4i1pKTEpj6Yi7limS3bXWg/4WNXqL/m2r20tJR3W1b0v6p21+l0JvKVtXtldq3pJ3yuvVSySuwnQmWt7SeG+vjK8u0nfOxa00/MtTufa2+o01xcYmWrandb9RNrxwdbjiVS9hM+7SN1PxFyjYT0qars8uknxSWlbM+ldJYUFsUYwL1ue/qzZm+sY1/+UnW7l7dbPg/5XKPy/b0yWT52ldJPKmsfw/dQsdjtHhwnT57klrbwffXo0QNA2cyRYVl1+Rnu8hjKGzZsKEs8wD+PMowaNQqurq5mZQz+yOW3Wq3mXoZVI+bKDMuKyr8qlpenKtmq7Fa0xdeHyvywZKOyequSLb9hrGFVzurVq42W7JW3FxISwrXr0qVLERkZCTc3N4SFheHFF1+EVqs1629mZibeeustNGvWDK6urvDz88PAgQOxc+dOi7Ht378fPXv2hKenJ/z9/TFy5EijWfSK8j169IBarUZqaqqJDw8fPsR7772HVq1awcPDA7Vq1UJUVBQ++OADZGZmiu4nFd+7e/cu5s2bhx49eqB+/frQaDQICgrCqFGjcPLkSbN2GzVqZLZN69Spg5deeon7RayiXykpKZg0aRL8/Pzg6emJbt26YceOHUhISIBarcakSZPMxvLzzz8jNjYWPj4+cHV1RWRkJL744guUlpaayDdq1Ag+Pj4Ayo6uNuebQTY1NRVqtRr7/vfLQePGjY1yUWy/5pOfVclXdo8w+FbxPSllq7pPCZU1xChW1lCflLIGGVv6YC5mIbJSXSMlXXtzPkndTyrKV0c/sfbaUz8R1k/EXCOl9JOK7c732puLwVrZytrdVv3E2ry3p35SVfvYop8IuUZC+pQ1/eRBbjHivjyI72cvRdjlf1aDAcC6Ac/gy4kd0cCj6navaNfwf77XyOBrVbJ87Cqln1hqH2ux2wkOa4mMjAQAo+VoBkpKSnD+/HloNBqEhYXJ4o9er8eqVasAWH48Bajc7/LlrVu3lthDQiharRabNm2CRqNBfHw8mjZtiujoaGRkZBgtATPHW2+9hZdffhleXl4YMGAAGGP44YcfMHToUJPHkG7fvo3o6GjMnz8fxcXFGD58OKKiorBr1y70798fCxcuNLG/YcMG9O7dG/v27UNkZCT69euHxMREdOzY0WjpMR8uXryINm3a4LPPPkNmZiYGDBiAHj16oKioCJ988onREkFr2bBhA95++23cuXMHrVq1wvDhw1G3bl2sW7cOXbt2NVpWWRFzbfr999+bbdOrV6+iU6dOWL9+PQICArjjlwcNGoQ1a9aYta/X6zFmzBhMnDgRZ8+eRfv27dG/f3/cv38fb775JoYPH27xuUI+vnl4eGDChAnc8dCjRo3ChAkTuBdBEARBEAQhLQt2XsGV9BxMO/irUXlhnXqY8vPH6NM8sJo8Iywieu2HnfP5558zAGzYsGEm761du5YBYIMGDRJtX+gjKrt372YAWIMGDbilO+a4c+cOU6vVzNnZmWVkZBi9V1hYyGrXrs3UajW7e/euaN8ZY7yWBul0ZUvUL168WKnPjDHG7t1j+owMVnDzJtNnZDB2755VL4u2srIs+5CVZaybkyOoTfR6PSsoKOCWUFUl+/XXXzMAbNSoUVz54sWLGQD25JNPmrUZHBzMALA6deqw06dPczK3bt1iTZo0YQDY7t27jeoaPHgwA8CefvppVlxczJUfOHCAubm5MQcHB3b27FmuPDs7m/n7+zMA7Ndff+XKS0pKuH4LgP30009G9Rgejbh+/bqRTnh4OAPAXn/9daP6GWPs1KlT7NatW1W2V8W2e//997lHVMqTmJhoFIuBbdu2MWdnZxYaGmpyfcy1KWOM3b9/32Kb9u7dmwFg//rXv7jlr4wx9vPPP3PtU9E3wz2lb9++7N69e1x5bm4uGzJkCAPAvvrqK6t9M3cdDO3Gt3+aQ6i+If9PnTpl1EaV2U9KSuKdP1XJCrFn7ygpVlv7IrV9a+yJ0RWqw1eecsIYJcUqhy9S1iF3TgjVo5wQj1Lifdxyoul7W9i4MXOMHk1hAGP//a9oX2isqBxrH1GpsRMcDx8+ZF5eXgwAW7NmDVeekZHBfbHYtWuXiV5YWBgLCwtjaWlpldoXOsExadIkBoC98847Vco++eST3BdnwzOUjDE2depUBoA99dRTvOqsDMknOCreFGz1io+37EN8vLHszJnCG0YA3bp1YwDYunXruLJ79+4xR0dH5ubmxnLMTLAYvvAuWbLE5L0vvviCAWAzy/l97do1bt+WR48emehMnz6dAWAvvvgiV7Z06VLui3hFMjMzmYeHB+8Jjt9++40BYK1bt666Dwhg5v/2Aak4iVAZhrxITEw0KhfaplevXmUAmK+vL8vNzTXR6d69u4lvJSUlzN/fn3l6erL79++b6KSnpzONRsNatWpllW+MWZ7gkBtB+U8QBEEQBGGHRM/ZwY7VjzD+DtGwIWNFRdXt2mNLjd2Dw1p8fX3x448/Qq1WIz4+Hj179sTo0aMRFhaG5ORkTJ06Fb179zbRM+z2W/6kAwOdOnXiXobdYmfMmMGVTZkyxawvhYWF3LL3p556qkrf//Of/yA0NBRr1qxBeHg4xo4di1atWmHx4sUIDQ01+0gCYQoTeOIMY8zkpBdLXL9+HQcPHoSvr6/RcWy1a9dG//79kZ+fj3Xr1lm02a9fP5N6mzZtCgBGO+gbdtseNGgQatWqZeKH4XGnAwcOmOg88cQTJvI+Pj5GdVfFrl27AADPP/+8JM/MAWXxlj/FoyJFRUXYsGED3n//fbzwwguYOHEiJk6cyD0KU35H5vKYi6tZs2YAjNv08OHDAMraVKfTmVyb0aNHm9g5ffo0Hjx4gJiYGPj7+5u8HxgYiKZNm+L8+fNGpwIZ6Nu3Ly/fKkNI/5RSPzs7m9eRXnq9Hrt27ZJMVog9e0dJsdraF6ntW2NPjK5QHb7ylBPGKClWOXyRsg65c0KoHuWEeJQS7+OWE80vnkB02kXjwvffB5ydRftCY4VtsdtjYqVg1KhR2L9/P+bMmYOjR4+iuLgYzZs3x8svv4xJkyYJtlf+KCADycnJ3J4GhiNSK7Jx40ZkZ2cjKioKLVq0qLIef39/nDhxAjNnzsT69euxbt06BAYG4pVXXsHs2bPh6+sr2HeCH3xvBr/88gsYYxg9ejSc/3cDNPDUU09h8+bNWLFiBZ566imzNuvXr29Sr4eHBwAYffm/c+cOgLJjx8xhKDfIlf+/pY1ohWxQazheLDQ0lLcOHyx9yT537hyGDh1qdFRZRcof51aeim0KoNI2rV+/vtlrY659DP5s3bqV2yTJEpmZmahXr54o36rC2sFK7AdevpQ/bk0KWSH27B0lxWprX6S2b409MbpCdfjKU04Yo6RY5fBFyjrkzgmhepQT4lFKvI9NTjCGd46uNi4LDgYmTrTaFxorbEeNnuAAys7y3bp1K2/5yn7dFPvL6RNPPGH21/TK8PHxweLFi7F48WJRdRK2ZeXKlQCAPXv2ICYmxug9wxfW3bt34+7du3BzczPRr+pLMl95Q3n59w39VGgdYuqXEsYYnnjiCdy4cQMvvfQSXnrpJTRu3BgeHh5QqVR477338Omnn1rMQ6na1Jx9nU4HAGjatCm6dOlSqV2NRmO1bwRBEARBEISN2bkT4SnGm+WXvvMuHCv8eEkoixo/wUHIxL173BJ4Ly8vq7/QWbRV2Q1nyRLgm2/+0Q0KssoHSxw/fpw7bvXq1asWH5nQ6/X49ddfMXnyZNF11a1bF0DZIzHmMKwsqFOnjolOamqqWZ2bN2/yrr9BgwYAIPjkFTEkJSUhKSkJ7du3x7fffmvyfkpKiiT1GNrKsDqlIubKDSswWrZsiWXLlkniB0EQBEEQBFFNMAbMnGlUdMs7EIHP0Ml1ikf07h3EY43km4zWIF555RUGgL355psWZXbs2MEAsDZt2hiVGzadNMfevXtNNrc0bDLq6elpdpPRN954w2ST0SVLljAArF+/fibyjx49ErXJaGRkpKS7MZvbZPTQoUMMABs+fLiJfGZmJvP19TXrt9A2vXLlCrfJaF5enomOoR3K6xQWFjJvb29Wq1YtptVqeccp1DfGGOvbty8DwK5evcq7HltA+U8QBEEQxGPLtm0mhxnMH/1GdXtVI6BNRgm7gTGG4uJi0Y/ySGVLrC4fvdLSUvz2228AgPj4eIuyvXr1QkBAAM6cOYPTp09X+eiTpXobN26MuLg45OTk4NVXXzXa/PbIkSP49ttv4eDgYLTB7ejRo+Hr64sdO3bg999/58p1Oh1ef/115ObmWm6ECowcORLNmjXD2bNn8c4776C0tNTo/TNnziAtLY23PaAsXsMjH+Vp0qQJ1Go19uzZY7QqprCwEC+99BIyMzMF1WOJpk2bomfPnsjMzMTbb79ttMfEypUrsW/fPhMdjUaDN954A1lZWRg1apTZ1TGJiYlc36iIkL5oWIFjWCVU3oY1+SVWn68OYwy3b9+WTFaIPXtHSbHa2hep7VtjT4yuUB2+8pQTxigpVjl8kbIOuXNCqB7lhHiUEu/jkBPa/GKkvvKmkdwt70D4TnleEl9orLAtNMFByEp+fr4ibInVrUpv69atuH//PsLCwrhTMMzh4OCA+Ph4AMDy5cutqve7775Do0aN8PPPP6Np06YYN24c+vTpg27duiEvLw9z585F69atOXkvLy98//33UKvVGDNmDGJiYjB+/HiEhYXhzz//xJNPPlmlPwYcHR2xZs0aBAUFYe7cuQgODsbo0aMxYsQIREREICoqStTjK+ZOKQoICMBzzz2H7OxsREZGYvDgwRg9ejRCQkKwZ88eTKyw4ZM1fPvtt/D19cVXX32FFi1aYPz48ejSpQuefvppbrKo4uax7733HsaNG4ddu3YhLCwMXbp0wdixY9GnTx80btwYkZGRWLVqldW+DR06FAAwfvx4jB49GpMnT+Yec7I2v8To5+fn8/7QevLkSclkhdizd5QUq619kdq+NfbE6ArV4StPOWGMkmKVwxcp65A7J4TqUU6IRynx2ntO3MkqwPsvzUdwsvHeG+vjJuKpbk0k8YXGCttCExwEISErVqwAAIwZM6ZK2XHjxgEA/vjjD6tOv6hXrx5OnDiB119/HY6Ojli7di3+/vtv9O7dG9u3b8f06dNNdEaNGoWdO3eiW7duOH36NLZu3YqIiAgcOXIETZqY3rwro2XLljhz5gxef/11uLu746+//sK+ffug0WjwwQcfGE2uWMu3336LL774Ao0aNcLu3btx4MAB9OnTBydPnkRwcLBk9YSFheHo0aMYNmwY0tPTsWHDBgDApk2buE1E/fz8jHTUajV+/fVX/Pnnn+jZsyeuXr2KtWvX4uLFiwgMDMSsWbPw+eefW+3byJEjsXDhQtSvXx9//fUXli5diqVLl1ptlyAIgiAIoqaTeOsRntv1s1FZaq0gjP3yAzg50Fdne4A2GSUICTE88sEYg1arrVQ2JiYGer0eWq0WanXZDbOy40979OhhcbbVz88P8+fPx/z583n72qtXL/Tq1cukfNasWZg1a5ZJeUJCgkVbgYGBguuvjHfeeQeffvqpyWa0Dg4OmD59utlJG0t+i23TJk2aYNmyZfD29jby41//+hcAoE2bNmb1Ro0ahVGjRlmsszzXr1+32E8q823atGmYNm2aUdnjPBNPEARBEAQhB91CauHnhq3Q7EEq3EsKAQBfdR6Dcz+fwrZp3avZO4IPNA1FyIq5IzKrw5ZYXSF6fGX5yEnZbvZAdcdbWFiIS5cumfixZs0aLFmyBN7e3oiLi5OkLqXkhFh9jUbD61QklUqFpk2bSiYrxJ69o6RYbe2L1PatsSdGV6gOX3nKCWOUFKscvkhZh9w5IVSPckI8SonX3nPC3dMNfl8tQLeXluK/HUfhUu0QrGvRE0npOdDrTX9MorFCeagY/exHmKFFixYAgAsXLliU0ev13EaHYWFh3CoEgrB30tPTUadOHYSHh6Np06ZwcnLCpUuXcOnSJajVaqxYsQLjx4+vbjerFcp/giAIgiAeN24+zMfzP5/E5YwcAIBar4Ne7YBALw2Ovdenmr2rGfD5HloZ9ImUkA3GGLKzsyXbEEisLbG6QvT4yvKRk7Ld7AElxOvt7Y3p06fD0dERBw8exMaNG/Hw4UMMGzYM+/btk2xyQyk5YY1+Tk4Orz1k9Ho99u7dK5msEHv2jpJitbUvUtu3xp4YXaE6fOUpJ4xRUqxy+CJlHXLnhFA9ygnxKCVee8yJnbv34Oi1B5i7LQnd5+3lJjcAQK92QHy7+ljzry6S+UJjhW2hPTgIWZEymayxJVZX6M1LKrnH+SZkjuqO19XVFfPnz4dWqzXZg0NqlJITYvXNHelriezsbEllhdizd5QUq619kdq+NfbE6ArV4StPOWGMkmKVwxcp65A7J4TqUU6IRynxKj0nCop1uJKRg3O3tdh/5T72Xc5Hke6YiVyTAA8sndAewX7ukvtCY4XtoAkOgiAIgiAIgiAI4rEjr6gU+6/cx6X0HFzNyMHljBzceJAH4+00TH/IimtVB/8Z24ZOTrFDaIKDIAiCIAiCIAiCeKy4k1WAMd8fwa3MgkrlYlP+Rsc7F5E4+lm0b9sEsc1qo0mAx2O9EefjDG0ySpjFFpuMlu9q1t4wrLElVleIHl9ZPnJStps9oJR45fBDKTkhRt+Q/4wxhIWFwcHBoUr7Op0ODg4OvPKnKlkh9uwdJcVqa1+ktm+NPTG6QnX4ylNOGKOkWOXwRco65M4JoXqUE+JRSrxKyok1f6fh9T/Omn3PxUmNZoGeiKrvjdfffxJeF88Bnp7Aq68C06cDPj6S+mKNTk3LC9pklLArSktLFWFLrK4QPb6yfOSkbDd7QCnxyuGHUnJCrL4QnQcPHkgqK8SevaOkWG3ti9T2rbEnRleoDl95ygljlBSrHL5IWYfcOSFUj3JCPEqJVyk5ERtW26Tso2EtsPv1WFyYPQAbX4nBLFVK2eQGAOTkAHPmAJs3S+6LtTqUF/yhCQ5CVvLy8hRhS6yuED2+snzkpGw3e0Ap8crhh1JyQqx+Xl4e75OFjh07JpmsEHv2jpJitbUvUtu3xp4YXaE6fOUpJ4xRUqxy+CJlHXLnhFA9ygnxKCVeJeWEv4cGi8a2MSrbdekeQmt7wEGtAhgrm9AoT7NmwNixkvtijQ7lhTBogoMgCIIgCIIgCIJ47BgaWdfo731X7iMrv7jsD5UKbPly3OreHczwuMaHHwKOtE2lPUMTHARBEARBEARBEMRjh0qlQsdGvkZlSw5c/+eP8HCcmj4d7Nw54LXXBK3eIJQJTU8RsuLs7KwIW2J1hejxleUjJ2W72QNKiVcOP5SSE2L1NRoNr02qVCoVGjduLJmsEHv2jpJitbUvUtu3xp4YXaE6fOUpJ4xRUqxy+CJlHXLnhFA9ygnxKCVeJeVEQbEO7607h2PXM43KXZz++Y2fsxURASxYYDNfrNGhvBAGnaJCmMUWp6gQBPH4QPlPEARBEISS+SYhGXO3XTYpPzuzH7xdnarBI4IPdIoKYTcwxpCTkyPZJllibYnVFaLHV5aPnJTtZg8oJV45/FBKTlijn5OTA71eX6WcXq/HgQMHJJMVYs/eUVKstvZFavvW2BOjK1SHrzzlhDFKilUOX6SsQ+6cEKpHOSEepcSrpJyo7aExWx45ewc2Jd7BvZxCq/2lsUJ50AQHISs6nU4RtsTqCtHT6XTIy8vDwoUL0bNnTwQGBsLZ2Rk+Pj7o3LkzPvzwQ9y8eZOXTWti7dGjB1QqFW7cuCHahrUsW7YMKpUKs2bNMiqfOHEiVCoVEhISjMqt7SeGmIW8zLWPlP3VEkrJCbH6QnQyMzOrFhIgK8SevaOkWG3ti9T2rbEnRleoDl95ygljlBSrHL5IWYfcOSFUj3JCPEqJVyk5Ed+uPj4Z0QoBnv9MdKiYHs6lJXjl19OI/ng3nvnxOG5mWOcvjRXKgvbgIAgbceLECUyYMAF3796Fm5sbOnXqhMDAQGi1Wpw4cQJHjx7F3LlzsXr1agwbNkx0PSEhIUhNTa32FQ9KYsCAAQgJCTEqS05OxqFDhxAYGIgBAwaY6Hh4eMjknfKYOHEili9fjr/++gtxcXHV7Q5BEARBEITVqFQqjO/YEKPb18e607fx1p+J6H/lCGbsXoKvuzyBP1r1wcHkhwhqpMK46naWkAya4CAIG5CYmIhhw4ahoKAAb7/9NmbMmAF3d3fufb1ej/Xr1+Ott97CnTt3qtHT6uXTTz/FO++8g4YNG0pq95133jEpW7ZsGQ4dOoTw8HAsW7ZM0voIgiAIgiAIZeLkoMYT7RtgRGQd5DZ/Az459/HJ9q8x5cjv+KjX82jYMrq6XSQkhDYZJcxii01GGWNgjHGPBFiDNbbE6vLVY4whMjIS586dw8yZM00eyyhPVlYWbt68iVatWlm0WVW9Va3g6NGjB/bt24fr16+brGqQi2XLlmHSpElVtgcgbT8x50NsbKzJIzFy+mGrOqyxZVjBsXv3bvTs2ZOXviH/9Xo9wsPD4eDgUKV/xcXFcHZ2rtI+H1kh9uwdJcVqa1+ktm+NPTG6QnX4ylNOGKOkWOXwRco65M4JoXqUE+JRSrxKzAnGGI5ce4iUb5fhqQVvGr23cPJHmPLVm6L9pbFCemiTUcKuUMp+A7bcg2P79u04d+4c6tevj/fff79SWW9vbzRv3pz7++7du5g7dy5iY2NRr149ODs7o06dOhg5ciROnDhhpJuQkACVSoXU1FQAMNpPwtJExvr169GpUye4u7vD19cX48aNQ1pamlnZ/Px8fPTRR2jZsiVcXV3h7e2N7t27Y/Xq1RbjSUxMxODBg+Ht7Q1vb2/07dsXR44csShf2R4ceXl5+PTTT9G2bVt4enrCw8MDERERmDZtGhezFGRlZeHLL79E//79ERwcDI1GAz8/PwwcOBDbt283q1N+XxMhbXrv3j08//zzCAwMhJubG9q1a4dffvkFN27cgEqlQo8ePczq/fXXX+jfvz/8/Pzg4uKCZs2aYcaMGcjNzTWS0+l03AQFX99UKhWWL18OAOjduzfUanWl+5JURMgmVTk5OZLKCrFn7ygpVlv7IrV9a+yJ0RWqw1eecsIYJcUqhy9S1iF3TgjVo5wQj1LiVUpOlOr0WHX8Jvou3I8nfziCDj9/afT+jaBGmPrNO1b7S2OFsqAJDkIW7t8ve6Wm5nP/t/ZlzpZWa9kHrdZYNy9PeBx5PJQ2b94MABg6dCgcHat+Cqy8zQ0bNuDtt9/GnTt30KpVKwwfPhx169bFhg0bEBMTgx07dnCyQUFBmDBhAvfoy4QJE7hXfHy8ST3ffPMNRo0aBcYYBgwYAA8PD6xevRq9evVCQUGBkWxOTg66d++ODz/8EPfu3cPgwYPRtWtXHD9+HOPGjcO0adNM7B87dgydO3fG5s2b0bhxYwwaNAjp6emIjY3F4cOHq2yH8ly7dg0dO3bEe++9h9TUVPTq1QsDBgyAs7MzFi9ejL179wqyVxlHjx7F1KlTcenSJTRt2hQjRoxAWFgYduzYgbi4OPz4448WdYW06YMHD9ClSxcsWbIEGo0GQ4cOhbe3NyZNmoSFCxdarOP111/H0KFDsX//frRs2RJxcXEoLi7GnDlz0KNHD6P+U/7/fH2bMGECQkNDAZRNcJTvR3z2JcnNzeV9stChQ4ckkxViz95RUqy29kVq+9bYE6MrVIevPOWEMUqKVQ5fpKxD7pwQqkc5IR6lxKuEnLiXU4hFu64i5vO9eHftOSTfy8WgpEMIe3DTSM5v7hyoHNRW+UtjhfKgPTgIWQgIAAAVAG+JLJq3FR8P/PGHeY3Jk4E///xH98MPGWbPlsidcpw+fRoA0Lp1a8G6Xbt2xdmzZ410GWNYu3Ytxo8fjylTpuDq1atQqVTcXhIJCQnIy8urcl+Jb775Bjt37kSvXr0AlK3Q6Nu3Lw4fPoxVq1bh2Wef5WTfe+89/P333+jTpw/WrVvHfdFNSkpCbGwsFi1ahH79+mHQoEEAyn7FnzhxIvLz87l9NQzMmDEDc+bMEdQOL730Ei5evIhx48bhhx9+MNq/5OrVq5KuBAoLC8OhQ4fQpUsXo/JTp06hV69emD59OsaMGWP2y76QNn3nnXdw7do1jBgxAqtWrYJGowFjDBs3bsQTTzxh1rfff/8dCxYsQFRUFNauXcutzCkpKcErr7yC77//HrNmzcK8efNE+7Zs2TJMnDgR165dw7Rp0xAXF6fYJYsEQRAEQRCVse38XUxZeQr6ct/fVUyPqYdXGQu2agXPJ8fi8T0steZCKzgIQmIePnwIAPD39xes26pVK7MTI71798bo0aNx7do1nD9/XpRfr732GvdlFwDc3Nzw+uuvAwD279/Plefl5WHp0qVQq9X45ptvjL7Yh4eH44MPPgAALF68mCtPSEhAUlISmjVrhrffftuo3pkzZwraRPT48ePYt28fgoKCTCY3AKBp06YIDw/nba8qGjVqZDK5AQBRUVGYPHkysrOzLa4Y4dumubm5WLlyJRwdHbFo0SJoNP8cVxYbG4uxY8eatf/JJ58AAFatWmX02JGTkxMWLVqEoKAgLFmyxOxjInx9IwiCIAiCsHcYY1hx5AZe+sV4csPJQYU5xZdMVm9g5kygiv0DCfuEVnAQhACcnZ2rlDEs+eLzeIo5m0VFRdi2bRuOHz+O+/fvo7i4GKWlpTh37hyAshUMrVq1Eug50K9fP5OyZs2aASjb+8PA33//jYKCAnTq1AlNmzY10Xn66acxdepUbnmbSqXCwYMHAQCjR482+fXf0dER8fHxWLBgAS8/d+3aBQAYP368yeSGrdDpdNi9ezcOHz6M9PR0FBYWAgC3ie7Vq1fN6vFt01OnTqGwsBAxMTFo0KCBkbyzszPi4+Px888/G5Xfu3cPZ8+eRfPmzREWFmZSj4uLC9q3b49Nmzbh6tWraNasmVFf4utbefj22Yr+8yU4OFhSWSH27B0lxWprX6S2b409MbpCdfjKU04Yo6RY5fBFyjrkzgmhepQT4lFKvNWRE3sv38OMDaabUv75fEdExhlvLIrWrYERIyzastYXW+hQXvCHJjiIGovQZfgqlQpubm5Vyvn7++Py5cvIycmpso6KNs+dO4ehQ4dWurmj2I2B6tevb1JmWJ1RVFTElRmOrbW0UWmtWrXg7e0NrVaL7OxseHt7czqWVmoIWcFh2ASzSZMmvHWsIS0tDYMHD8bZs2ctylhqc6FtWnFyw3D9zQ00ho1UL126VGU/evDgAcLCwoz6El/fyuPi4iI4L9zc3Ko8QQkA1Go12rRpw8smH1kh9uwdJcVqa1+ktm+NPTG6QnX4ylNOGKOkWOXwRco65M4JoXqUE+JRSrzVlROWPr8se20eFl68aFxYbvWGtf7SWKE8aF0OIQv37gEZGQwpKbnIyGC4dw9WvSzZWrLEsg9LlhjrvvGG8E2y+GyoaLhpHD16lNdmQAabjDE88cQTuHHjBl566SWcOXMG2dnZ0Ol0yMnJ4fa1ELspkJgJHb4yBp+kOtZRTiZPnoyzZ89i5MiROHbsGLKysqDT6aDX67Fo0aJKfbK2TQ3X39wjJoZ9RurUqWO08ae5l5+fH2dLrG8AUFBQILj9LflfEb1ej8OHD0smK8SevaOkWG3ti9T2rbEnRleoDl95ygljlBSrHL5IWYfcOSFUj3JCPEqJV86cKCnV4e/UR/j12E0cS8k0kVPrdZhy4FfjwtatgeHDJfOXxgrlQSs4CFmoXRtgDHB2LoW3N2Dt92Axtry9jXXFPP1QWlpapUxcXBy+/vprrFu3DgsXLoSTkxMvm0lJSUhKSkL79u3x7bffcu8zxlBaWorr168Ld1gEdevWBQCL9Wm1Wmi1Wri7u8PT09NIx9LxrTdv3jRbbg7DKofk5GTeOmLJy8vDzp07ERgYiN9//x0ODg7ce4wxpKSkSFJPnTp1AJhvh9LSUty6dcuk3LACIygoqMoNZIF/+ok1iNm8VUid9+/fl1RWiD17R0mx2toXqe1bY0+MrlAdvvKUE8YoKVY5fJGyDrlzQqge5YR4lBKvLf04f1uLvUkZ2HriIW7v3A1tQYlF2cFJB9D0YYXPWLNmmey9Ya2/NFYoC1rBQRASM2DAALRo0QJ37tzBxx9/XKlsdnY2Ll26BAB49OgRAPOPFmRlZWHnzp1mbRj2QLD2y62Bdu3awdXVFcePHze798Qvv/wCAIiJieFWCcTExAAA1qxZY7ICoLS0FGvWrOFdf58+fQAAv/76K/Lz80XFwBetVgu9Xo86deoYTW4AZX4bjvy1lrZt20Kj0eDo0aPcIzjlMdc+9evXR1hYGBITE20+uSV1HyIIgiAIgpCav87ewZCvDuKLnVdxMUttcXLD2VGN5zs3xNwLG4zfaNPGaPUG8XhCExwEITEqlQorVqyAi4sLZs+ejXfffRd5eXlGMobjQTt06MAdK9ukSROo1Wrs2bPHaGKhsLAQ06dPR2am6dI74J/VE4YNMa3F3d0dzz77LPR6PV5++WUj369cucId+fp///d/XHnPnj3RrFkzJCUlYf78+Ub25syZY3Flhzmio6PRrVs3pKen48UXXzSZ5EhOTkZSUpKY0EwICAiAt7c3zp8/j0OHDnHlOp0Ob731lmSrSDw9PTF+/HiUlpbitddeQ3FxMffewYMHsWrVKrN6H3zwAXQ6HUaNGmX29Jxr167hxx9/tNo/Qx+ytJkqQRAEQRBEdbPs8A1UfJLWQa1Cu2AfjGpbH1N7N8X80ZHYPT0W7+cmwiWlwueamTOtX0ZOKB9GEGaIiIhgERERlcrodDp28eJFdvHiRabT6aq0qdfrWWlpKdPr9Vb7Z40tsbpC9PR6Pdu3bx8LDAxkAJibmxvr3bs3Gz9+PIuLi+PKXVxc2Pbt2zmbzz//PAPAXF1dWVxcHIuPj2eBgYHM39+fTZw4kQFgP/30k1FdX3zxBQPAAgMD2dixY9lzzz3H3n77be792NhYBoBdv37dxM/r168zACw2NtaoPDs7m7Vr144BYAEBAWz06NFs0KBBzMXFhQFgU6dONbF1+PBh5urqygCwqKgoNm7cONaqVSvm5OTEJk+ezACwmTNnGulMmDCBAWB79+41arvU1FTWrFkzBoD5+fmxYcOGsfj4eNamTRumUqlM2oAPP/30k9lYP/74YwaAOTg4sL59+7IxY8awkJAQ5urqyqZMmWLWbzFtmpGRwRo1asQAsIYNG7KxY8eyXr16MbVazV5++WUGgPXt29fE3ltvvcX51759ezZ69GjWv39/Fh4ezgCwyMhIrt1KS0tF+Xby5EmmUqmYRqNhw4YNY8899xx77rnn2IMHDyy2pyH/z58/z0pLSy3KGdDr9SwvL493/lQlK8SevaOkWG3ti9T2rbEnRleoDl95ygljlBSrHL5IWYfcOSFUj3JCPEqJ11Z+nEvLYsFvbzJ6dfpkF9MWFJsKl5Qw1qwZY2VPppe9oqIYM+OTtf7SWCE9fL6HVkaNX8Fx+PBhDBo0CL6+vvDw8EB0dDSWL18u2M6DBw+wZMkSvPDCC2jTpg0cHR2hUqmwevVqizoTJ06ESqWq8lXxuf2QkJBK5aX6ddsWMAk3kLTGllhdIXpdunTB1atXMX/+fHTo0AGJiYn4/fffcejQIYSEhGDmzJm4cuUKevXqxel8++23+OKLL9CoUSPs3r0bBw4cQJ8+fXD06FGLJ5FMnToVH3zwATw8PLBmzRosXbq00n7HB09PT+zbtw+zZ8+Gv78/Nm7ciAMHDqB9+/b49ddfuc03y9O5c2ccPnwYAwcORHJyMjZt2oTatWtj79696Nq1q6D669ati+PHj2PWrFmoU6cOduzYge3bt6O4uBjTpk0zajNree+997B8+XK0bt0ahw4dwq5duxAZGYkjR46gbdu2ktUTEBCAI0eO4Nlnn0VBQQHWr1+Phw8fYsmSJRg7diwAwM/Pz0Tv888/x+7duzF06FCkpaVh/fr1OH36NNzc3PDmm28areAQ26/btWuHFStWICIiAjt27MDSpUuxdOlSXif2CNmkytLpLWJlhdizd5QUq619kdq+NfbE6ArV4StPOWGMkmKVwxcp65A7J4TqUU6IRynxSuVHcakeNx/mY9+V+xj85UGT9we0CIKXi5m97lavBq5cMS6bNcvi6g1r/aWxQmFIM89in6xdu5Y5ODgwlUrFYmNj2ahRo1itWrUYAPbaa68JsrVu3ToGwOS1atUqizo//PADmzBhgtlXp06dGAAWHBxsMsMWHBzMAFjUvXPnjqj2KI+tVnA8evRIsl8gxNoSqytEj68sHzkp280eUEq8cvhhqOPTTz9lANhnn31mtS1rfoEQom/I/8OHD7OSkhJe8uvXr+d1r+AjK8SevaOkWG3ti9T2rbEnRleoDl95ygljlBSrHL5IWYfcOSFUj3JCPEqJV4wfer2ePcgpZKuOpbJpq0+zEV8fZB0/3sVC3tlksmrD8BoxdyMrKDLz+aOkhLGmTY1Xb7Rta3b1hlh/rdWnsaJyrF3BUWNPUXn06BEmTZoEnU6HNWvWYOTIkQCAjIwMxMTEYOHChRgyZAh69uzJy15gYCCmTJmCDh06oEOHDvj888+xYsWKSnUmT56MyZMnm31vzJgxOHr0KJ566inL5zrzOFmBIAjlcOrUKZNVIYcOHcKnn34KR0dHPPHEE9XkGUEQBEEQhHxoC0rw06Hr2Jt0Dyn385BTxG+jc5UK+HxkK2junIazo5mHEVatAiruKVbJ6g3i8aPGTnAsWbIEWq0Ww4YN4yY3gLKJirlz52LkyJFYsGAB7wmOzp07o3PnztzfarX4p3+ys7Px119/AQCeeuop0XYIglAWXbp0Qd26ddG8eXO4u7sjOTmZ22T2s88+Q6NGjarZQ4IgCIIgCNuRV1SKGevPY+3p27x1Ajw1iKjrhVFt62Nw6zpgjOGvO6dNBUtLgX//27isfXtg8GArvSbsiRo7wbFp0yYAQHx8vMl7cXFxcHFxwa5du1BYWAgXFxdZfVuzZg0KCgrQoUMHhIeHy1q3rXFyMvOcXDXYEqsrRI+vLB85KdvNHlBKvFL78e6772Lz5s04duwYtFotvLy80Lt3b0ydOhVDhw612r61/orRNxwxywdzRyBbIyvEnr2jpFht7YvU9q2xJ0ZXqA5fecoJY5QUqxy+SFmH3DkhVI9yQjxKideSH4wxvPTL3zhw9YHZ971cHNGneSA6NfZDfR9X1PNxRZC3CzSODiZ2zNbx669AxRPweJycYm270VihLFSMSbjrox3h4+ODrKwsXLhwARERESbvd+jQASdPnsSZM2cQGRkp2P7EiROxfPlyrFq1ittAkC+9e/fGnj17sGjRIkydOtXk/ZCQEKSmpmLu3Lm4du0aNBoNWrRogREjRqB27dqCfTVHixYtAAAXLlywKKPX67mjScPCwqxatUIQhH1B+U8QBEEQRFXkFJbg+/0pWHrwOvKLdSbvj+3QAGM6NEBDXzf4ujtbfDS/SkpLgebNjSc4OnQAjh2jx1PsDD7fQyujRn4izc7ORlZWFgDLM1iG8oonmNia27dvIyEhAY6OjlVOjLz11lv47rvvsHjxYrz44osICQnB0qVLZfJUOIwx5ObmSnKSijW2xOoK0eMry0dOynazB5QSrxx+KCUnrNHPy8vjdZKKXq/HsWPHJJMVYs/eUVKstvZFavvW2BOjK1SHrzzlhDFKilUOX6SsQ+6cEKpHOSEepcRb0Y+v9iTjyz3JZic3Rrath89GtUZUQx/4eWh4T26YjXXlSlGrN6xtNxorlEeNfEQlNzeX+7+bm5tZGXd3dxNZOVi5ciX0ej0GDhyIgIAAszJDhw5Fz5490a5dO9SuXRspKSn48ccfsWjRIkyePBl+fn4YPnw4r/oMM2QVuXbtGkJDQ406v+EYWkOZXq8HYwwqlQqMMZMvRoby8pSWlm0gxEfWXJmhvKKtymTNlZvzw5KsOT1zMYiV5ROHWH+llBV6jayRlaqfWBuzHO0upE9VZddafy21e2WUlJRAr9dDr9eb3CMMqNVqMMaQnp7OvWetrF6vR3p6Ohhjld6nKtqt2DbmZA33GLGyhvqkkjXEqtfrJbVbUdZc+1SUtWW7i+knVdkV6q+5djfUwactK/pfmayBivKVtbut+gmfay+VrBL7iVBZa/uJoT6p+wkfu9b2k4rtXpls+TZJT0/n/i+FbFXtbqt+Yu34YMuxBJCun1SUFZr35f1wUFueYAgP8sSG02nwcXeGr5szantq4O/pAhUE9qnSUqg++gjla2LR0WADBgASfz4x1w582r283fJ5yOcale/v5r5zGWT52OXrb0Uf+MjaYnwQg91OcMTHx+P8+fOCdH7++WdER0fz+vAu5AO+lPzyyy8AgKefftqizOLFi43+btGiBb744guEhYXhxRdfxNtvv817gqMyioqKuM1OAaBt27Zo0KABNm3axLVPUFAQvLy8UFRUhOLiYk7W1dUVGo0GWq2WKzN08qKiIhQWFnLlLi4ucHFxQXZ2tlG716pVC8XFxSgoKDCRzcnJAQDOfq1atVBSUoL8/HxOVqPRwNXVFTk5OUbJ4uXlZaQLlO0j4ObmhtzcXOh0OiNZnU6HvLw8rqygoABubm7Iy8sz+nLq6ekJxpjRpFh+fj7c3d3NygIwisPR0REeHh7Iz89HSUkJJ+vh4WHir0G2oKDAqN3d3d3h4OCA7OxsrszBwQGenp5mZR0dHY3sqtVqeHl5obCw0OiMbDc3Nzg7O5uVrXg9LV17b29vi7IVrz0Ai9feXD/he+29vb0typq79hXbvbJ+otfrja69k5OTxWtvqZ+Yu/YqlYrrJwAs9hPDpGx5fyu79ub6CQCz197Jycnk2nt4eHBtu3XrVgDm7xGurq7o168frl27BgDYvHkzACAyMhIhISHYunUr1z7Ozs4YOHAgbty4YSTbsmVLhIaGYufOnVz/MfiblpaGM2fOcL6Fh4cjLCwMe/bsMcrbYcOG4c6dOzh58iRX1rRpU0RERGDfvn1GbREXF4cHDx7g2LFjXFnjxo3RqlUrHDp0CJmZmVz5gAEDkJOTg0OHDnFlwcHBaNOmDY4ePYr79+9z5X379kVRURH279/PldWvXx/t2rXDiRMnuA9rALgNrvfu3cuVnTx5Ep06dcLp06eRlpbGlXfv3h0ajQY7d+7kymrXro0uXbogMTERqampXHnXrl3h6emJbdu2cWW+vr7o1q0bzp8/j5SUFK68Y8eO8Pf3564D8E9eJCUlIbncL2Xt27dHvXr1jMYMd3d39OnTB1euXEFSUhJXHhUVhYYNG2LLli1cHrm4uKB///64fv06gH+ufatWrdC4cWNs376d68OOjo6Ii4tDamoqzp49y9mNiIhA06ZNsWvXLu7eYRh3bt++zW3oC5Q9VhUeHo6EhASj/BoyZAgyMjJw/PhxruzSpUto2bIlDhw4wK3+BIBBgwbh0aNHOHLkCFcWEhICADh69CgePnzIlffr1w/5+fk4ePAgV9agQQO0adPGKF6g7DFVnU6HhIQErqxOnToAyk5iunv3Llfeo0cPODg4YPfu3VzZiRMn0LlzZ5w5cwa3bt3iymNiYuDm5oYdO3ZwZX5+foiJiUFiYiKXd0DZxuk+Pj7YsmULV1arVi3Exsbi4sWLRtc+OjoagYGBRtfe09MTvXr1wuXLl7lH2YDK7xHJycm4ePEiJyvFPWLw4MG4deuW0bW31T3iwoULaN26tU3uEVFRUUbxAubvEUFBQejYsSOve8SxY8fQtWtXQfcIw3Jxgx+W7hE9e/bEpUuXcLXiSRYAr3uEAXP3iJSUFKPP/zdu3EBoaKjZe4RhFbbBP0v3iKFDhyItLQ2nTp3i7Aq5RzRp0gQtWrTgfY+IjIzE4cOHed0j2rZti+PHjyMjI4MrN3ePqFu3Ltq1a2cUL2D+HhEYGIhOnTrZ7B5x6dIlIz9GtmmHxDQ/HEz+J14Dn2wxve4AEOnL8ExTHRzVlu8RBrZu3Yq627cj6n+fMwwc7d8f9/6352Jl9whDrhj8FXqPMOyXWL7d+X6O2Lx5s6B7REFBAUpKSqr8HLF582aL94gOHTqY+Cv35whz94jynyNycnK470qiYHZKu3btGABBr7179zLGGNNqtVyZVqs1a3/48OEMANu4caMo/yZMmMAAsFWrVvHWSUxMZACYl5cXy8/PF1ynTqdjAQEBDABLSUkRrF8ew/nDOp2Oe+n/d3604e/S0lJ24cIFdvHiRVZUVMT0er3RizFmUvbo0SOTMkuy5srKl5e3VZUsHz8syZrTk1KWTxxi/ZVSVsw1EisrZT+xJmY52l1In7K1v5ba3dyrpKSEXbx4kR0+fJgVFxebvUcYXowxVlpaytavX89KSkokkS0pKWHr169npaWlld6nytvV6/W8ZA0xipU11CeVrCHWkpISm/pgLuaKZbZsd6H9hI9dof6aa/fS0lLebVnR/6raXafTmchX1u6V2bWmn/C59lLJKrGfCJW1tp8Y6uMry7ef8LFrTT8x1+58rr2hTnNxiZWtqt1t1U+sHR9sOZZI2U/4tI+QfpKVX8Q6zNnJgt/exPu17dwd3v1EHxvLGMC99B07Ml25+74t7yd827283fJ5yOcale/vlcnysauUflJZ+xi+h4qlxm4yWqtWLWi1WkVtMvrWW29h3rx5mDRpEn788UfBdQJlx1AeOXIEhw4dQpcuXUTZAPhv7pKSkoKioiIEBATAz8+vUln2vyWFarVa/AZCEtgSqytEj68sHzkp280eUEq8cvihlJwQo6/VanHnzh2oVCqEhYXxygnDjLwUskLs2TtKitXWvkht3xp7YnSF6vCVp5wwRkmxyuGLlHXInRNC9SgnxKOUeBljyM7OxtmMInyTcA0eGkf4e2jwMK8YOy9mVG0AgKeLI7ZM7YYGvua3EjCJtagIWLoU+OQT4PZtYMsWYOBA3v5a0240VkiPtZuM2u0jKtYSGRmJ/fv349SpUyYTHCUlJTh//jw0Gg3CwsJk8Uev12PVqlUAKn88pSoePXoE4J/HGmyNj48P0tPTce/ePZSWlsLT0xMajflNggxfoABIMkCLtSVWV4geX1k+clK2mz2glHjl8EMpOSFEX6/XIy8vj1sua2kfI4IgCIIgaia/nLiDebtSqhY0w9z41ujTPBC+7vyPoYdGA0yZAjz3HLBuHTBggKi6iceDGjvBERcXh/379+PPP//EU089ZfTepk2bUFhYiEGDBsHFxUUWfxISEpCWloYGDRogNjZWlI0LFy7g8uXLcHNz454HszXe3t4oLCxEVlYWMjMzjZ47NYdOp+OenbcWa2yJ1RWix1eWj5yU7WYPKCVeOfxQSk6I0ddoNDhz5gzq16/Pa9Jv7969GDJkiCSyQuzZO0qK1da+SG3fGntidIXq8JWnnDBGSbHK4YuUdcidE0L1KCfEo5R4GWM4fiEZQg/rbFHXC5+MaIXIBrV41WE2Vo0G4LlyvkpbNtSnscK21MhjYgFg8uTJ8PLywoYNG7B27Vqu/N69e3jrrbcAANOnTzfRCw8PR3h4OG7fvi2pP4bNRZ988kmo1ZYvy/bt2/H333+blCcmJmL06NFgjGHy5MlwdhYw62kFarUaQUFBqFevHry8vCr9cmRYEiXFU1HW2BKrK0SPrywfOSnbzR5QSrxy+KGUnBCq7+zsDD8/PzRo0KDarxNBEARBEMqiT109RrWtx0vWxanse0/nxn4I8XO3pVtEDaHGruDw9fXFjz/+iCeeeALx8fGIjY2Fv78/du3ahaysLEydOhW9e/c20TPsBl7+9AIDnTp14v5vODFgxowZ+M9//gOgbPfwb775xkSvsLAQa9asAQCT1SQVOXLkCGbPno3g4GCEhoaidu3auH79Ok6dOoXS0lLExsbi008/5dcIEqFSqeDl5cXtrs+Y6fFFQNnS9s2bN6NDhw6VTuLwwRpbYnWF6PGV5SMnZbvZA0qJVw4/lJITQvQNx3gZdAiCIAiCIMrj5QzMG9IaXzzRBsWleiSmZWHDmTtYcTTVRLawpOyzxJKD17Hk4HW8GNsYPcMC0D7YB44Oj//nXkJ6auwEBwCMGjUK+/fvx5w5c3D06FEUFxejefPmePnllzFp0iTB9sofBWQgOTmZO07N0uMuGzduRHZ2NqKiorhNVSzRv39/3Lp1CydOnMDZs2eh1Wrh5eWFmJgYPPnkk5g0aVK1L+0v/wWoIkFBQVCr1ZJ8YbTGllhdIXp8ZfnISdlu9oBS4pXDD6XkhFj9oKCgapMVYs/eUVKstvZFavvW2BOjK1SHrzzlhDFKilUOX6SsQ+6cEKpHOSEepcRb3g9nRzXah/iifYgv2jSohR8OpCApPcei7nf7UvDdvhQ0r+OFX56Lhp+HxlSouBgh/zsWWGp/5dKnscJ21NhTVIjKsXb3WoIgCIIgCIIgiIqU6PR4mFuMezmFWPN3GpYfMV3ZAQDfPNkWg1rVMX3j+++Bf/0LGD8emDEDaNbMxh4TcmLt99Ca8XMwoQj0ej3+/vtvSZa1W2NLrK4QPb6yfOSkbDd7QCnxyuGHUnJCrL4tcoKvrFL6iRwoKVZb+yK1fbnHCqE6NFaIQ0mx1qSxgj4/KRulxFuVH3lFpdiTdA8/HbqO+TuuYNuFdLNyAZ4adG3ib/pGcTHYxx8Dej3wyy9A8+bA55/bzF9b6NNYYVtogoOQlbS0NEXYEqsrRI+vLB85KdvNHlBKvHL4oZScEKtvi5zgK6uUfiIHSorV1r5IbV/usUKoDo0V4lBSrDVprKDPT8pGKfFW9ENbUILNiXfxxh9n0eWzPXhxxd/4bn8K9l+5j4zsIhN9jaMay5+Nhrerk6nxn36C6ubNf/7W64F27ST1Vw59GitsR43eg4MgCIIgCIIgCIKQlpT7udh0Lh0Hrj7AmVtZ0Okr3xXB29UJYUGeiGpYC0Mj66J5HS/zgvn5YB4eUOXmlv0dEwOYORiCqLnQBAdBEARBEARBEARhFYwxpD7Mw+abarx+7CBKLUxquDk7oGd4AFrX80ZYkCfCg7wQ6KWxeEiBEa+9Bvbkk7g6ZQqabtsG1ezZAB89osZAm4wSZrHFJqOMMWRlZaFWrVr8bmA2siVWV4geX1k+clK2mz2glHjl8EMpOSFW3xY5wVdWKf1EDpQUq619kdq+3GOFUB0aK8ShpFhr0lhBn5+UTXXGe/1BHpYfvoGdFzNwO6vArIyfuzNim9VGbFht9GgWAG83M4+f8ISLlTGofHysmuBQ+ucnIfKPS15Y+z2UVnAQsqLRmDnqqRpsidUVosdXlo+clO1mDyglXjn8UEpOiNW3RU7wlVVKP5EDJcVqa1+kti/3WCFUh8YKcSgp1po0VtDnJ2VTHfF+tjUJ/913zex7/h7OmNS1Ebo19UfLut5Qq6X7Qq3RaABXV0lWbyj985MQecoL2mSUkBHGGHbu3AkpFg1ZY0usrhA9vrJ85KRsN3tAKfHK4YdSckKsvi1ygq+sUvqJHCgpVlv7IrV9uccKoTo0VohDSbHWpLGCPj8pm+qIt7hUb3Fy4/96hmLbtO54uWcTtK5fS9LJDaXkhFh9GitsC01wEARBEARBEARBEIJwclChYyNfs+91beIPf4/He6UAoUxogoMgCIIgCIIgCIIQhEqlwi+TO2LWkAiT987cypKmksJC4KOPgAcPpLFHPPbQBAchK7Vr11aELbG6QvT4yvKRk7Ld7AGlxCuHH0rJCbH6tsgJvrJK6SdyoKRYbe2L1PblHiuE6tBYIQ4lxVqTxgr6/KRsqiPerefTMeuviyblI6LqSVPBDz8AH34INGoEvPce8PAhAOXkhFh9GitsB52iQpjFFqeoEARBEARBEATx+DDs60M4a2a1RvdmtRFa2x2dG/uhaxN/uGtEnG1RWAg0bgzcvftP2eDBwF9/iXeYUDzWfg+lFRyEbOj1epw5cwZ6vb5abYnVFaLHV5aPnJTtZg8oJV45/FBKTojVt0VO8JVVSj+RAyXFamtfpLYv91ghVIfGCnEoKdaaNFbQ5ydlU13x9m0eYLZ8/5X7+OnQDbyw4m+0mLkdszZewPnbWuj0An5b//5748kNAHjzTcXkhFh9GitsC01wELKSmpqqCFtidYXo8ZXlIydlu9kDSolXDj+UkhNi9W2RE3xlldJP5EBJsdraF6ntyz1WCNWhsUIcSoq1Jo0V9PlJ2VRHvC/3bIJ/D2uBBr6ulcotO3wDg788iND3tuDDDedRVKqr3HBBAfDZZ8ZlvXoB3bsDUE5OiNWnscJ20AQHQRAEQRAEQRAEwRvGGB7lFeNKRi7qeLuie9PaaBbowUv35yOpOHi1ik1Dza3emD1bpLdETULEw1AEQRAEQRAEQRDE4wBjDIUlemgLSpBVUAxtfknZ//NLkJlfjEd5xXiUX4zMvBJk5hXhXk7Zq7hU3GMOahXQyN/dsoC51Rt9+gAxMaLqI2oWtMkoYRZbbDLKGMPDhw/h5+cHlUpVbbbE6grR4yvLR07KdrMHlBKvHH4oJSfE6tsiJ/jKKqWfyIGSYrW1L1Lbl3usEKpDY4U4lBRrTRor6POTshEab8r9XHy5JxnrTt+2mU+eGkcEeGkQ4OmCQC8NPFwc4ePmjOFR9RBau5LVHv/5D/Daa8ZlBw8CXbsCUE5OiNWnsaJyrP0eSis4CFnx9PRUhC2xukL0+MrykZOy3ewBpcQrhx9KyQmx+rbICb6ySukncqCkWG3ti9T25R4rhOrQWCEOJcVak8YK+vykbITE+87aczh+PdPqOp0d1KjtqUFEXS/0aR6AED93+LioUc/PA+4aJ+EGCwqAzz83Luvbl5vcMKCUnBCrT2OF7aA9OAjZYIxh27ZtkGLRkDW2xOoK0eMry0dOynazB5QSrxx+KCUnxOrbIif4yiqln8iBkmK1tS9S25d7rBCqQ2OFOJQUa00aK+jzk7IRGq+zQ+VfA0P83NCxkS8GtAjCuOiGeLlnKD6Ia44vRkdixXPR2D6tO8582BeX5wzAoXd64Ydn2mNMh4boEOKDSyf2w9XJQVwg//0vkJ5uXDZrltGfSskJsfo0VtgWWsFBEARBEARBEARRg1jwRCSiP9lt8f07WYVwclCjU2M/PNmxIQK8XGzvVH6+6eqNfv2ALl1sXzfx2EArOAiCIAiCIAiCIGoQAV4uSPpoAOaPjkT/FoEm7xfr9Lh6LxeLdl/FuB+OQqeX4Rf///4XyMgwLquweoMgqoJWcBCy4uvrqwhbYnWF6PGV5SMnZbvZA0qJVw4/lJITYvVtkRN8ZZXST+RASbHa2hep7cs9VgjVobFCHEqKtSaNFfT5SdkIjdfFyQHx7eojvl19JN/LxR9/38Kp1Ec4ceORkdy1+3kY+tVBDG5dF2M7NICPu7OkfgAA8vJMV28MGAB07ixdHRZQ+ucnIfKUF3SKCmEBW5yiQhAEQRAEQRCEsnl66TEcuPrA4vtTeoTizf5h0p7CMX8+8OabxmVHjgCdOklXB2EXWPs9lB5RIWSDMYZz585JtiGQWFtidYXo8ZXlIydlu9kDSolXDj+UkhNi9W2RE3xlldJP5EBJsdraF6ntyz1WCNWhsUIcSoq1Jo0V9PlJ2UgZ79dPtsVLsaFwcza/Ueg3Cddw+laWdH7k5QFz5xqXDRxocXJDKTkhVp/GCttCExyEbDDGkJKSItnNSKwtsbpC9PjK8pGTst3sAaXEK4cfSskJsfq2yAm+skrpJ3KgpFht7YvU9uUeK4Tq0FghDiXFWpPGCvr8pGykjNfLxQk9wmqjuFRv9n21Cqjlav4IWFF+fPMNcP++cVkle28oJSfE6tNYYVtoDw6CIAiCIAiCIIgaDmMM/92Xgs+3JVmUCfTS4IvRbdC4toc0lebmmq7eiIsDoqOlsU/UOGiCgyAIgiAIgiAIooZzJOWhxcmN7s1q4/lujdCtaW1pK/36a+BBhf0+Zs6Utg6iRkGbjBJmscUmo4wxZGRkIDAw0OpNiayxJVZXiB5fWT5yUrabPaCUeOXwQyk5IVbfFjnBV1Yp/UQOlBSrrX2R2r7cY4VQHRorxKGkWGvSWEGfn5SNNfFuTryLqatPWzwK9qNhLfB05xDp/cjNBUJCgIcP/ymLiwM2bZKuDin9lUifxorKsfZ7KE1wEGax1QSHTqeDg4ODJDcjsbbE6grR4yvLR07KdrMHlBKvHH4oJSfE6tsiJ/jKKqWfyIGSYrW1L1Lbl3usEKpDY4U4lBRrTRor6POTshEbb+rDPMTOSzD73mt9muHVPk1t58fnnwPvvGNcduIE0L69dHVI6a9E+jRWVA6dokLYDYwxbN68WbINgcTaEqsrRI+vLB85KdvNHlBKvHL4oZScEKtvi5zgK6uUfiIHSorV1r5IbV/usUKoDo0V4lBSrDVprKDPT8pGSLx6PcO9nELsu3Ifn2y5ZFbmzId9BU9uCPIjJweYN8+4bMiQKic3BNXBA6V/fhIiT3lRBu3BQRAEQRAEQRAE8Rig1zOkZxfgZmY+bmbm41ZmPtK1hXiQW4T7uUV4kFOMB7lFKLXwOAoAzBwSgVpuzrZ19KuvjB9NAWjvDUISaIKDIAiCIAiCIAjCztDpGc7cysLfqZm4dDcbxy874M0TOywe71oV/+oRin/1CIWXi/kjYCUjJweYP9+4bOhQoF0729ZL1AhogoOQFS8vL0XYEqsrRI+vLB85KdvNHlBKvHL4oZScEKtvi5zgK6uUfiIHSorV1r5IbV/usUKoDo0V4lBSrDVprKDPT/xhDDhzBigtBTp0sN5eYYkOVzJycOFONs7f1uLCnWwkpWejsKT8ZIYKAP/JDX8PDVrU9ULbhj4Y2bYeGvi6We8oeLT7l18CmZnGZQJXbyglJ8Tq01hhO2iTUcIstthklCAIgiAIgiAeZ9LSgJ9/Bn75Bbh0CejXD9i+vXKdrPxiHLn2EHnFOjzILcKDnP89TlLukZLM/GII+dbm76FBQ19XNPR1Q5C3KwI8NfD31KC2hwa1//evt5uNV2pYYudO4L33gJMny/4eNgxYv756fCEUB20yStgNjDFcvHhRsg2BxNoSqytEj68sHzkp280eUEq8cvihlJwQq2+LnOArq5R+IgdKitXWvkhtX+6xQqgOjRXiUFKsNWmsoM9P/DhwAHj//bLJDQDYtQu4e9eyfPK9HPSYn4B/rTyFN/44i8+2JmHJwevYcOYODiU/xOWMHDzMszy5oVYB0SG+eL5bI7ze1R+b/y8GF//dHyc/6IO1U7riP2Oj8M7AcDwb0whDI+uic6gfmgR42Gxyg1e79+0LHD8O/PVX2aais2ZJX4dMtmisUB40wUHIBmMMV69elexmJNaWWF0henxl+chJ2W72gFLilcMPpeSEWH1b5ARfWaX0EzlQUqy29kVq+3KPFUJ1aKwQh5JirUljBX1+4sewYYCHxz9/6/XAqlWW5TeeuYOs/BJetp0d1Whd3xvjohtizvCWWDelCy7MHoDfX+qMdweGo6E+Hc3reMLNufp2IeDd7ioVMHhw2URHmza2qUMGWzRWKA/ag4MgCIIgCIIgCEIC3NyAkSPLHlMxsHIlMH26qeyGM7exeE+yRVvuzg5oVNsdIX7uaOTvjvAgL/i4OcHTxQmhAe7VOpEhGSpVdXtAPGbU+BUchw8fxqBBg+Dr6wsPDw9ER0dj+fLlgu08ePAAS5YswQsvvIA2bdrA0dERKpUKq1evrlRPp9Phm2++QceOHeHp6QlnZ2cEBwfj2WefxdWrVy3qZWVlYdq0aQgODoZGo0FwcDBeffVVZGVlCfadIAiCIAiCIAhpeOop479PnfrnkZXyrDt9u1I7ecU6nL+djU2Jd/HlnmS8/OspjF9yDEO+Oogun+3BjQd5EnpNEI8HNXqCY926dejevTu2bduG1q1bY8CAAbh69SomTpyI6eamWSvh4MGDeP755/HDDz/g7Nmz0Ol0VeowxjBy5Ei8/PLLuHDhAmJiYjBs2DA4OTnhp59+Qtu2bXHSsPlOOR4+fIjo6GgsWrQIjo6OGD58ODw9PbF48WJ06NABDyueKa0QVCoV2rdvD5UEM7XW2BKrK0SPrywfOSnbzR5QSrxy+KGUnBCrb4uc4CurlH4iB0qK1da+SG1f7rFCqA6NFeJQUqw1aaygz0/86dULCAoyLvvlF1O5cdEN4agW519Wfgn2X73P/a2UvKhJOSFWn8YK21JjT1F59OgRGjVqBK1WizVr1mDkyJEAgIyMDMTExCA5ORl79uxBz549edk7cuQIfvnlF3To0AEdOnTA559/jhUrVmDVqlUYO3asWZ2NGzdi2LBhaNSoEQ4fPoyg/90J9Xo93njjDSxcuBDdu3fHvn37jPSeeeYZrFixAiNHjsRvv/0GR8ey5WlTp07Fl19+iWeeeUbUKpTy0CkqBEEQBEEQBCGO118HFiz45++QEODaNUBd4efl+zlF2HflPraeu4u72kLczMxHblFplfbr+7hi1fOdJDva1aZkZZUta5k+HejZkx5LISqFTlERyZIlS6DVajFs2DBucgMAAgMDMXfuXADAgvJ3pSro3Lkzvv76a0ycOBEtWrSAuuLdywz79+8HALz44ovc5AYAqNVqzJgxAwBw4sQJI5309HSsXLkSTk5O+Oabb7jJDQCYN28eateujZUrVyIjI4O373Kh1+uxYcMG6PX8z+e2hS2xukL0+MrykZOy3ewBpcQrhx9KyQmx+rbICb6ySukncqCkWG3ti9T25R4rhOrQWCEOJcVak8YK+vwkjIqPqdy4ARw6ZCrHwDB74wXsTrqHi3ezq5zciKjjhe3TumPvGz2MJjeqO95K/Vi0CNi8GejdG+jRA0hIkL6OarJFY4XyqLETHJs2bQIAxMfHm7wXFxcHFxcX7Nq1C4WFhTbzQaPRWHzPsGzI19fXqHzr1q3Q6/Xo3r07AgMDTewNGTIEOp0OW7duld5hgiAIgiAIgiCqpE0bICLCuGzlSlO5xFta5PBYsWEgKT0b83dcxqdbkrD+9G3ceJCn7BMxsrKAhQv/+Xv/fuCbb6rNHeLxp8ZOcCQmJgIA2rZta/Kes7MzWrZsicLCQly+fNlmPvTt2xcA8P333yM9PZ0r1+v1mD17NgBgwoQJRjpnz54FYN7v8uUGOYIgCIIgCIIg5EWlMl3F8fvvQFGRcVmXJn7oG2H8o2Vl6Bmw82IGfjx0HdN+O4Me8xPQ6N0t+GD9eRTynyeRj++/B7Taf/5WqYAPP6w+f4jHnsfgbCHhZGdnc6eN1K9f36xM/fr1cfLkSdy8eRORkZE28aNHjx6YPn06FixYgCZNmqBbt27w9PTEqVOncPv2bbz66qvcRIeBmzdvVul3eTml4e7urghbYnWF6PGV5SMnZbvZA0qJVw4/lJITYvVtkRN8ZZXST+RASbHa2hep7cs9VgjVobFCHEqKtSaNFfT5SRjjxwPvvffP348eAVu2ACNG/FPm5uyIH55pj5zCEiSmaXHhjhZ3tYXIyC7EXW0h0rWFuJdTBJ2+8lUavx6/hYfBGoy2USxCMGr3adMAb2/g44+BW7eA0aOBli2lraOabdFYoSxq5Cajd+7cQb169QAAJSUlRvtYGHjqqaewcuVK/Prrrxg3bpzgOiZOnIjly5dXusmogYULF+Ktt95Caek/066RkZGYNWsWhg8fbiTbr18/7Ny5Ez/88AMmT55sYmvXrl3o27cv+vXrh+3bt1fpp2ETl4pcu3YNoaGhOHfuHFemUqmgUqlMntlSq9VgjBktj1OyrOHxH7GyhvrsTdZc+wiRVer1lPPa22s/sfbaC5FV6rWne0TVsnTt6R4hh6xSrz3dI6qWpWsv7tr36AHs3//PppqjRgG//y7sGpXq9EjPLsTx64/w6/GbOHUzC+Z4tmsIPohrztsuXx8kuUcUFgI//QR07w5ERCjieiqpnyg176vjHtGqVSsA4jcZtdsVHPHx8Th//rwgnZ9//hnR0dEmjWwOPjLWUlRUhGeeeQZr1qzB+++/j0mTJsHPzw8nT57E1KlTMWLECHz55Zd45ZVXTPwydBhb+l1UVIS//vqL+7tt27Zo0KABNm3axNXj6uqKfv36ITk5GRcvXuRkIyMjERISgq1bt3ITN87OzmjcuDGcnJyMJk5atmyJ0NBQ7Ny5k9vzxMHBAYMHD8atW7dw+vRpTjY8PBxhYWHYs2cP8vL+Oft72LBhuHPnjtGxuk2bNkVERAT27duH7OxsrnzQoEFITExEWloaV9a4cWO0atUKhw4dQmZmJlc+YMAA5OTk4FC5XaEaNmyIqKgoHD16FPfv/3M8V9++fVFUVMRtHgsA9erVQ/v27XHixAmjx5AMp/Ps3buXKwsKCkLHjh1x+vRpI9+6deuG27dvIyUlhSurXbs2unTpgsTERKSmpnLlXbt2haenJ7Zt28aV+fr6olu3bjh//ryRjY4dO8Lf3x+bN2/myry8vNCzZ09cunQJV69e5crbt2+PevXqGfUHd3d39OnTB1euXEFSUhJXHhUVhYYNG2LLli3ccckuLi7o378/UlJSjPK2VatWaNy4MbZv347i4mIAgKOjI5o0aQKNRmP0qFVERASaNm2KXbt2oaCgAEBZHgwdOhRpaWk4deoUJxsWFobw8HAkJCQgJyeHKx8yZAgyMjJw/PhxrqxJkyZo0aIFDhw4wK3sAoCBAwfi/PnzuHXrFlcWEhKCyMhIHD582Og45n79+iE/Px8HDx7kyho0aIC2bdvi+PHjRpv+9u7dGzqdDgnlNtiqU6cOoqOj8ffff+POnTtceY8ePeDg4IDdu3dzZYGBgejUqRPOnDlj5FvXrl2Rnp6Oa9eucWV+fn6IiYlBYmIibty4wZV37twZPj4+2LJlC1dWq1YtBAUFoaSkxMhGdHQ0AgMDja69p6cnevXqhaSkJFy5coUrl+IeMXDgQFy/fp3XPaJp06ZwcXHBmTNnOFkp7hFxcXF48OABjh07xpUJuUcEBwejTZs2vO4R9evXR7t27ay6R3Tv3h0ajQY7d+7kymx5j6hbty50Op1N7hHXrl0z+kBj6R4RFxeH1NRUXveIsLAwuLm5ib5HhIaGomXLlib3iEGDBuHRo0c4cuQIVxYSEgIXFxfcv3+f1z0iKirKpK9aukd4e3tDq9Xi7t27XLm5e0RAQAA6d+5sco+IiYmBm5sbduzYwZUJvUfExsbi4sWLSE5O5soru0dcvnzZ6FFfue8RtvocIfc9om3btti7dy9yc3O5cmvvEf7+/ujatatsnyPq1q2L9u3b87pHBAUFITo62qrPEULuEbb6HGG4R7RseQf797fhyv/6C9i+/RiKi+9xZf369YM2Jxcbdh/GoyIVHhUDpRov6DTeSLp1Dxk5JdAWA3pYPn1kYpcQRLuk46+//slPIZ8jpLpHXLhwwfzniB07gHr1gGvX4HnvntX3CEM/sfYecfPmTas+RzRv3hw7duxAUblnj2x1j+jTpw+Ki4ut+hwRHR1tck+T+3NEVd81cnJy4OnpCdEwO6Vdu3YMgKDX3r17GWOMabVarkyr1Zq1P3z4cAaAbdy4UZR/EyZMYADYqlWrLMrMnDmTAWDTpk0zee/mzZvM3d2deXh4sIcPH3LlI0aMYADYokWLzNpcv349A8BGjhwpym8DERERLCIigul0Ou6l1+sZY8yoTKfTMcYY0+v1VcqWlJSw9evXs9LSUqvtGmyVlJQI8kGn07HS0lIj3cpk9Xo9Z7d8nVLJmouDj7+WZMv7wKcthchac+2rq5/waR+p+4mQaySkT1Vlt7J+wufaV9bulnyoWGdl10hqWaX0E7HXvrr6ibX3CFu2u9B+Yov7ibl2Ly0t5d2WlvLQUrvrdDqz9xlL7V6ZXWv6ibXjg9xjidT9RKistf3EUB9fWb79hI9da/qJuXbnc+0NdZqLS6xsVe1uq34idHwoKillF6/nMSdnPQMY9xrychqb8stJ9sR/D7Pe8/eydh/tYMFvbxL1+mJ7EssvKpa0n/BpH6n7iZBrJKRPVWXX2n7Ct93L2y2fh3yuUfn+XpksH7tK6SeVtY/he6hY7HYFR/nZM6F4eXlxv4SkpaUhouIWxwA3892wYUPR9VTFihUrAJg/yaVBgwbo1KkTdu/ejZMnT6Jfv35G/pSfmS+P1H6bO+7WXJlhWRFfWansqtVq7v98fdD/b6lVed3KfDDYNle3tbLm4pDa3/Jllsr5ykpx7aujn5iTr0pWqnaXuk+J8VfotbfUxpbKKtZZmb4tZKuzn8gpK0U/qUxWin4iRd4b3uNz7W1xPynvR0WfqpKtLA8rylYlbym2quyK6SdSjA9yjyWG96TuJ2LzSEg/EWIXENdPqrIrtp+Y86M6P0dU1u626icG7ucWIfVhPtIe5eN+ThHu5xThQW4x9//7uUV4lF8MxgCnkLYouVKH092x0QVBHukWbVtCpQIa+LhhYMsgDGgZhFb1vOHoUOajLfpJ+TIheW/ODyV/3jTnL1+77H8rTcS0u1qt5mT4+Guo3xq7SuonQnOOL3Y7wWEtkZGR2L9/P06dOmUywVFSUoLz589Do9EgLCzMZj4YJiO8vLzMvm8oL7+MybDhaflldOUxlLdu3VoyPwmCIAiCIAiiJvN3aiaWHryO6w/ykfowD/nFOt667i1uI7/cBEfRLT+UZrvA0avQRLa+jyvq1nJF/VquqPe//9f73//r1XKFi5ODJPHYEsdyj1MRhNzU2AmOuLg47N+/H3/++SeeqnCG06ZNm1BYWIhBgwbBxcXFZj4EBQXh5s2bOHnyJLeZigGdTsc9MxoSEsKVDxgwAGq1GgcOHMC9e/cQEBDAvWfYM0OtVmPgwIE281ssKpUKUVFRZmfr5LQlVleIHl9ZPnJStps9oJR45fBDKTkhVt8WOcFXVin9RA6UFKutfZHavtxjhVAdGivEoaRYa9JYUVM+P+n0DPdzinA7qwB3sgqQfC8Xx64/xNGUzKqVLeDfPBOPtpWgtMCJK2tbHInxI/Ph56GBj5sTark5o76P+AkMpeSFKjMTA6dMgWrLFmDGDCA8XPo6FJITYvVprLAtNfIUFaBsVUSjRo2QnZ2NNWvWYOTIkQCAe/fuoWvXrkhOTsauXbvQu3dvI73w/yXp7t27uZNYzMHnFJVXX30VixcvRv369bF79240a9YMQNnkxrvvvot58+YhODgYycnJRie9GE54GTVqFFavXs29Z7D31FNPcY+/iMVwuorY3WsJgiAIgiAIwh44lvIQzy47gTwBqzIAwNfdGQ183RDoqUFtTw38Pcr+Nfw/4H//ujo74IUXgB9++Ee3RQvg3Lmyx04eK95/H/jkk7L/q9XAU0+VnZ4iwaMHRM3A2u+hNban+fr64scff4RarUZ8fDx69uyJ0aNHIywsDMnJyZg6darJ5AYAbrffkpISk/c6derEvQy7xc6YMYMrmzJlipH8hx9+iLCwMKSlpaF169bo1asX4uPj0axZM8ybNw+urq748ccfTY6x/c9//oPQ0FCsWbMG4eHhGDt2LFq1aoXFixcjNDQUCxculLClpEOv12PTpk0mxw3JbUusrhA9vrJ85KRsN3tAKfHK4YdSckKsvi1ygq+sUvqJHCgpVlv7IrV9uccKoTo0VohDSbHWpLHicf38pNcz/GvlKcGTG5H1vRHTxB9RDWqhdX1vtKjrjeZ1vBAe5InG/u6oV8sVPu7O0DiWfd2qsGAcFy4AiYmCqqwUReTFgwdgixeXdwrQ6SSf3FBKTojVp7HCttTYR1QAYNSoUdi/fz/mzJmDo0ePori4GM2bN8fLL7+MSZMmCbZX/iggA8nJydxxahUfd/Hz88OJEyfwxRdfYN26dTh+/DiKi4tRp04dTJgwAW+//TaaN29uYtPf3x8nTpzAzJkzsX79eqxbtw6BgYF45ZVXMHv2bPj6+gr2XS50OmGDh61sidUVosdXlo+clO1mDyglXjn8UEpOiNW3RU7wlVVKP5EDJcVqa1+kti/3WCFUh8YKcSgp1po0VjyOn59UKiDAU4PMvGJe9Ro4m6bF2TQtL/seGkd4ODnCxacrCh/9831g2pxMPPd6Dvw9nBHk7YpGfu7wdnOqxFrlVHteLFgAVfn9N9TqssdUbIBSckKsPo0VtqNGT3AAZWf5bt26lbd8ZU/0iHnax9PTE7NmzcKsWbME6fn4+GDx4sVYXH6WlCAIgiAIgiAI3qhUKvz2QmesPJ6KTWfvQs8YHNQqlOj00BaUICu/BEWl4n/tZgzIKSxFTmEpnMPSUHi0CffegW1uSGl0BKpyCxym922Gqb2bWhNS9fDgAfDll8Zl48cDNjywgSDMUeMnOAh5kXLTVmtsidUVosdXlo+cLTe7VSJKiVcOP5SSE2L1bZETfGWV0k/kQEmx2toXqe3LPVYI1aGxQhxKirUmjRWP6+cnbzcnTOnRBFN6NDH7fmGJDtqCEmgLSvAorxiZecV4kFeMe9mFuJqRi+T7ubh2PxdV/dbp3uI2sstNcOhyXVB40w+uIQ+5smWHb+D/ejURtQlktebF/PlAudUbTK2GykarNwDl5IRYfRorbIfkm4zeunULZ8+exf3796HVauHt7Y3atWujTZs2qF+/vpRVETaENhklCIIgCIIgiH8oKtVh7anb2Jt0D7ceFeBqRg5K9cK+St1dFoPiDG/ub/eWt+Af989mHNP6NMW0Ps0k81kW7t8HGjUC8vL+KXv6aeDnn6vPJ8JuUcQmo2fOnMHLL7+MRo0aISQkBMOGDcPkyZPx+uuvY/LkyRg2bBiCg4PRqFEjvPLKKzhz5owU1RJ2BmMM165dE/Uoj5S2xOoK0eMry0dOynazB5QSrxx+KCUnxOrbIif4yiqln8iBkmK1tS9S25d7rBCqQ2OFOJQUa00aK2ry56dzaVrM3HAeYR9sw7trz2HHxQxcupsteHJDrQIC22YYlZVcq4vpPZtj8bgoHH6nl+jJjWrNi/nzjSY3mFoN9sEHNqtOKTkhVp/GCtti1QRHQkICOnfujHbt2uHbb7/FnTt30LZtW4wfPx6vvPIK3nvvPbz88ssYP348oqKicOfOHXzzzTdo164dunTpgoSEBInCIOwBxhjOnz8v2c1IrC2xukL0+MrykZOy3ewBpcQrhx9KyQmx+rbICb6ySukncqCkWG3ti9T25R4rhOrQWCEOJcVak8aKmvj5qbhUjyUHUjDkq4NYfiTVopyrkwPqersgPMgT0Y180ad5AEZG1cOEzsF4s38Y/p+98w6Polr/+Hd2N70QQkLoCQQIhhJKCL1JJyJFxAIqKF696g/bvbZr13ttF1S86rUhKBG9Iii9hCq9Q+ghAUIIhABppO7uzO+PzU6yySaZmZ2ZnGXfz/PkSfbM+77zvmfOmffsycw5Xz3QC1v/PhRn3h2L3d92dNhUpEmIEYMj2uHOuBZoEeKn2NcG6xc5OcB//uNQdHHIEAjtnb/uowas9Aml+pQrtEXxGhzjx4/H6tWr0ahRIzz88MO4//770b9/f/j4+NSqU1ZWhh07diApKQnLli3D8OHDMW7cOKxYsUKpGwRBEARBEARBEIrZeiYHM77fCyXf+fa+MhxNg6WvadCiBTBxIhAUZNs6dtgwwGiUf15m+OgjoLhY/CgYjThz992ghQmIhkLxBMeBAwcwZ84cPP7445IXKvHx8cHtt9+O22+/HZ9//jm+/PJLfPTRR0pdIAiCIAiCIAiCUMyF60V4aP5eRbpeRvkLgQLAb78pUmOPq1eBzz93LJs2DUUtWjSMPwQBFyY40tPTXV6F+dlnn8Vf//pXxTYI94LjOHTt2lXRqtBq2lKqK0dPqqwUOTXrzR1gJV49/GClTyjV16JPSJVlpZ3oAUuxau2L2vb1zhVydShXKIOlWD0pV9yq4ycOHAwcIHM5DQDAdw/1lvX0hpY0SL+o9vQGjEbg1VfR1Wj0iD6hVJ9yhbaovosKcWtAu6gQBEEQBEEQ7gbPCyg2W1FcZkFRuRXF5RYUl1tRVGZBqdmKMgvv8LvUzGPrmRwcuJAr6zzdWjXC8qcGahSFG5Cdbds5paSksmzmTGD+/IbzibglaLBdVAYNGoRvvvkGeXl5Sk0QHgbP81izZg14nm9QW0p15ehJlZUip2a9uQOsxKuHH6z0CaX6WvQJqbKstBM9YClWrX1R277euUKuDuUKZbAUqyflCi3HT7lF5Xj+f0fQ8+316PjKKkS9tArtXl6Fx37cjyeTDmLWwv14cP5e3Pv1Lkz+YgfumPcn+r29CkM+2oz+721E/Lsb0PXNdYh5dQ3avbIaXd5Yh4R/bcSwf29B4rztuPu/uzDj+314fNFBPP3zYbz4Wwpe/+M4/rX6FOZuOCN7cmNg+zB8cFc3WTpao3u/+PBDx8mNiqc3PKlPKNWnXKEtil9R2bFjB3bu3InZs2cjMTER06dPR2JiIry8vNT0j7jFKC8vZ8KWUl05elJlpcipWW/uACvx6uEHK31Cqb4WfUKqLCvtRA9YilVrX9S2r3eukKtDuUIZLMXqSblC7fHTycsFePKng0jPKapxjBeAdceznWhVoerrERrSLNgX214YBm+TSxtQ1ktpKeDCCgD69YsrV4Avv3Qse+ghoF07gOc9qk8o1adcoR2KJzgWLFiApKQkbNq0CUuXLsWyZcsQEhKCqVOnYvr06RgwYICafhIEQRAEQRAEcYvA8wLGfvqnpufgICDAxwsBPkb4e5vg52WEr5cBPibH375eRviYKn/7eBnh62WEt8mAqCb+6NO2iWaTG4WFwLJlwKJFwIULwKlTAPPLI1R/esNkAv7xj4bzhyCqoHiC48EHH8SDDz6I7OxsLF68GIsWLcLBgwfx1Vdf4euvv0ZkZCQeeOABTJs2DR07dlTTZ8KNMZkUNzlVbSnVlaMnVVaKnJr15g6wEq8efrDSJ5Tqa9EnpMqy0k70gKVYtfZFbft65wq5OpQrlMFSrJ6UK5Tomq08Dlw34ejqkzBbK5f++2HXBUn6fxvVEX7eJnibDPAxGuBtMsBkAI4dOYx+feLh42U75l1xzM/LiAAfE/xMHDZuWI9x40bCYND2yQulpKcDXbo4zhXs3g3066fMni794vLl2p/e0NEPVvqEUn3KFdqh6iKjZ86cwY8//ojFixcjPT1dXJ21d+/emD59Ou655x6Eh4erdTpCQ2iRUYIgCIIgCMIZhaVmZOWVwmzlUWK2iot1ltr/tvAoLbfiZpkFn25MVXyelf83EF1aNlLRc7YQBCAmBkitUkVPPgn85z8N51O9PPss8MknlZ9NJuDMGduCowShAg22yKgzOnbsiHfeeQdnz57Fjh078Pjjj6NJkybYu3cvnn76abRq1Qp33HEHfvnlFzVPS7gJgiDg/PnzUGNOzRVbSnXl6EmVlSKnZr25A6zEq4cfrPQJpfpa9Ampsqy0Ez1gKVatfVHbvt65Qq4O5QplsBSrJ+UKu+7Gk9no9U4yRn+yDXd8ZlvA84Hv9uLRH/bj/xYfwt+XHMVrvx/DP1efdGly450JnWud3LhV+gTHAdOnO5atXm2b+JCLLvFevgz897+OZTNmOExueFKfUKpPuUJbNHteq1+/fvj888+RlZWFFStWYOrUqTCZTFi9ejWmTZum1WkJhhEEAUeOHFHtZqTUllJdOXpSZaXIqVlv7gAr8erhByt9Qqm+Fn1Cqiwr7UQPWIpVa1/Utq93rpCrQ7lCGSzF6km5wq677NAllFvV24HB39uI/7u9PR4d1BbT+rTB2FZW/PxoH0zrE1mvL7dCn5g2zfYQxB13AD//DBw7pmwNDl3iff9920qodpysveFJfUKpPuUKbdH8BRyDwQCDwQCO48T3327lCiUIgiAIgiCIW5UJ3Vtg48mrKDFbXbIT4G3E6C7N0D86DAHeRvj7mNC9VTC2bEhHQttQGAysr7SpDtHRQE4OEBLS0J7UQ1YW8NVXjmUPPwxERTWIOwRRG5pNcOzZswdJSUn45ZdfcO3aNQiCAJPJhMTERDzwwANanZYgCIIgCIIgCI0Y3qkpDr0+EjeKylFm4VFmsaLMzOOuL3fCwkv/J2ZRuRVLD17C0oOXxLKmQT54vL0WXrMN85MbgO3pjbKyys9eXsArrzScPwRRC6pOcJw9exaLFi1CUlIS0tPTxSc14uPj8cADD+C+++5DWFiYmqck3AiO4xAbGysuPttQtpTqytGTKitFTs16cwdYiVcPP1jpE0r1tegTUmVZaSd6wFKsWvuitn29c4VcHcoVymApVk/KFVV1fUwcQgO8UWq24lKeBR+sPSVrcqM2rhaWwdyoFfUJBWga76VLwNdfO5Y9/DAQWfM1Ik/qE0r1KVdoi8u7qOTk5ODnn3/GokWLsH//fgC2V1AiIyMxbdo0PPDAA4iJiVHFWUI/aBcVgiAIgiAI98Ri5VFUZkWx2WL7XW5BcXmV3xVlReVWlJRbUVRuQXGZFaWWajuiWHiUVd0lpeJ4mYVXtBBmfSS0DcXXD/RCiL+3+sYJ5Xz3HTBrVuVnLy/g7FmgTZuG84m4ZWmwXVSSkpIwbtw4tGzZEs888wz27duH4OBgPPzww9iyZQvOnTuHd999lyY3CBGe57F+/XrwvOsLU7liS6muHD2pslLk1Kw3d4CVePXwg5U+oVRfiz4hVZaVdqIHLMWqtS9q29c7V8jVoVyhDJZiZSlXrDyahUcW7MPADzah46trEPf2evR7bxNGzN2KO/+zA/d+vRsPL9iPp346hBd+O4o3V5zAR+tO4z+bz+L7Hefxy/6L+ONwFtYdz8bWMznYc+4GjlzMw6krhTh/vRhXCkqRV2xGqVmdyY0Z/aPwwpgYzJ0ah59m9cGfLwzDz4/2wd7tW6hPKEDTeB95BDhyBLjrrsrPtUxusNQn9LBFuYI9FL+iYl9Ho+q6GnfeeSd8fHxUc4649SgpKWHCllJdOXpSZaXIqVlv7gAr8erhByt9Qqm+Fn1Cqiwr7UQPWIpVa1/Utq93rpCrQ7lCGSzFqoUvFiuPkoqnJorLzEi/XoKjmfkos9jKb5ZZcLPUgsJSCwpLzfjz7DUcyshT3Q+lPDksGr2jQuHvbYKvicPuHdswbtQIBPp6wc/bCB+T0akez/Me3yfMZmD9emDRImDgQODJJ6Xrahpvt27AkiW2iY56lhyg8ZP6Op7eL+SgeIIjPj4eDz74IO69915aV4MgCIIgCILwWApKzNh0OgelZh5eRg7lVh4l5ZWvdpSYrbYJi3Jr5d9mK0rMvGNZue01EbO1+iMSJuDITkW+eRsN8PM2IsDbCD9vI8qLb6JF0yYI8DGJ5f7etr/9vIzw9TLA18sIX5MRPva/vYzwMXLYu3sHRg4bCj9vE3y9bPKBviYY69jxhOd5nPMDWoT4iTsqEs756Sfg6aeBa9dsn0+dkjfBoQtxcQ3tAUHUieIJjr1796rpB+EhqLmgjSu2XFlISG1ZqYsuehKsxKuHH6z0CaX6WvQJqbKstBM9YClWrX1R277euULJAtZqybHUTrSGpVgLzRyGz92G60XlDe2KAwtm9saA9mHwMlZOKvA8j5UrV+KOO/rInmzgeR5Xj3OIaRYkW5fGT9Jo1qxycgMADh8Gjh0DunSRps9KvDR+Ul/Hk/uFXBQvMmqxWGAyub4Ji1p2CHWhRUYJgiAIgiDqZ8fZa5j27Z6GdsOBaX3aoFPzYAT6GBHgbUKgjwkBFT+2v23lhjqevCD0x2q1bUxyqXLnXLz0EvDeew3nE0HoTYMtMtqhQwd88803sFgsivTNZjP++9//on17D9zs2kMRBAEXL16Eixv3uGxLqa4cPamyUuTUrDd3gJV49fCDlT6hVF+LPiFVlpV2ogcsxaq1L2rb1ztXyNWhXKEMlmIVBAHNTUUYGRvR0K44kLQnA6/9fgzP/nIEf/nxAO7/dg8mfL4DI+ZuRd/3NqLrm+vR7pXViHppFaJeWoU3lx/H9Ztlddqk8ZP2GI3A/fc7liUlAVLWg1Q93p07bQuCyITGT+rreHq/kIviRyfatm2Lxx57DK+//jruu+8+3H///YiPj69Th+d57NmzBz/99BP+97//IScnB8OGDVPqAuFmCIKAgwcPomXLli4/GuWKLaW6cvSkykqRU7Pe3AFW4tXDD1b6hFJ9LfqEVFlW2okesBSr1r6obV/vXCFXh3KFzW9eAHhBsP3wzv+2CgKECjmLhceGnQcx7PYQgDPAyguiHSsvVOrwjj8W3mbHarX9zQsVZTwPKw9Yed5Wbpetqlfxu/KYTcdi5ZF27hxat4nEXT1bIb/EjOtFZbhZatuOtcRs24611Mz2jgULdp6HycDh1Ttia5Wh8ZM+TJ8OfPRR5eeLF4Ft24ChQ+vWUzXejAzbCdu0AV591eaUxCfuafykvg71C3konuDYtGkTVq1ahVdeeQWffPIJPv30UwQEBKBXr16IiYlB48aNERQUhIKCAty4cQOnTp3CwYMHUVJSAkEQ0L17dyxYsABjx45VMx6CYAZBAHanX8fuc7m1CgiCgDMZBpzdcMZ2k+E4VN97raoMKm5Ezm5HSuZhq56q+j1OycSuUM0LrsLT6uXOzmM/vyAAqRkGnF5/Rr4DcKyH6vUkJyRBEHD2ggEn1p52SABV/azdB6Hi/DWvVNW6EAQBaRXncHpRnTleS1B2f4+vOVX/ALLaZ86uf96AYxL0Hfw/b0DK6lM12g/HcQ7/HRAEOMhWv+5V4SvsHl190mkd2mJwlHEWk7NYpeLs+jrpnjV8sp2bc1qu2AdBwLlzBhxaeaKiXqXp2+u2uj+V5bXI13af4RzbrChXnz04yjnIOrnxnLnI4dzGVBgMBnBO/DJwHDhOWpcRBAEnL3HI2pYu6guC7ZoIVfoOLziWCwAEnsfpDAPOrD9TEXtFeYUcKr5sVy3nBR7p5ww4uOKE6EcNu4LtnPYv6xkZBmxbchQAJ9oVKvyqtCvg0iUD1v10qNKXGnYFXLliwB+5+222qulXj726PpzY46v8bZs4qPq3TdbqbGJCcNSxHa82kVGl/pRhwtuHtilVVhkDkH2xoZ1wmfAg2gmRBbp1A7p2BVJSKsuSkuqf4FCVf/3L9vRGWhowcyYwZw5w6JDkSQ6CaEhcaqWJiYlITEzEjh078O2332LNmjXYunUrtm7d6lS+adOmmDp1Kh599FH069fPlVMTBPOsyDBg424pi/EasO5SmgoytxIGbGAiXgOSs9I1P8dG1c5hwKasc67pX5arL0fHgM0yZLdcPq+CzK2CAVuvXGhoJypQs806w4i1mWdVtbc847RCXQPWy74XGbBN1rUyYE/OpfrFYMCh61fqlUFujoxzE7ciBg7wqdgBxdtogI+XAT4mo+1vkwG5ubkIbNQIpWYeuUXlsAoC3pvUFWO6NGto14kKpk8HXnyx8vOvvwKffQb4+upw8gsXgPnzHcuGDaPJDcJtUKWlDhgwAAMGDAAAnD59GkePHsXVq1eRn5+PRo0aoWnTpoiLi0PHjh3VOB2hE7zAo6i8SJGut9EbXkYvhzKO4xATE4MSi/K9l72MXvA2eou2qv6nucRcAl6o/xFQQRDQOro1is3For7JYIKPyfl/LkotpbDyVqd6dZ0joxwQUA4O3s5lUA4Byh5Z5WCow64ZAqyK7NosO68H1+wCBjjPygIsEKBsLZ+67VohQP67o3Y4+NTyBIardr3BOVn+SAAPAcpX4OfgBQ5GJ3YFCKj7vWoldgGAR6kLdk3gaklBrtk1goOX02M8yqD0mY667GrXl+keYbNL9wibXbpHVLdr4GxP9Bg4DgZDlb8525jDyAFGAweTgYOh4rfJ4AUvozeMBgNMBg7GKj/gymDkIMoaOA4mIwejwVBhywCjoeI4V6HHAQUF+YgIawpfk4+oa5c1GgzghXJwHF95LtGu7W+jgYPRaPPfZDA4lHsbTfD39kXGhQto364tTEaDaMfCl0PgrDBxBjFOH5MBJmPtS+wJgoAzqWdwW8xt8PPycypTZimDha/Z56SMgwycoYZd+5jNzJvrXbuvtnNwHAd/L/8aNjmOg9lqRrm1Zt+QOm4L8A5wWm7hLSizKO8b/l7+Ts9r5a0otdTdNybcxeGll/wgCDb9/Hzgtz9KMXGSFX5efjBwzu4R0sepzvA1+cJoMNpO1qMHULFjpuDri5LnZkOQ+J2ger37mHxgMjjvy0q/ZwiCgHYd2tUaZ7G5WNb6FlX9tX/XcIaz7xpS21nV7xrVv8fYv2tI9bEqRoMRviZfyXal+lvVbnVqu0dIwdk9wk65tRxmqxm8wDtt41JRvIsKcWvTuXNn5BTl4IkFTyjSH9dhHBJaJjg99uGOD1FsLlZkd2jUUAyNGip+TsnMx99+PYLT2YUoNK6ElctXZNeb7wh/vrfTYzeNybBw2YrsegltEGAd5PRYkfFPmLkMRXZNQgQCrSOcHis27EO5QdnrHUahEYKsdzg9Vmo4ilJDitNj9cHBB40sU5weK+NOo8S4X5FdAAixTHNaXs5dQLFxu2K7wZa7nH4xsnDZuGlMVmw3yJIII0JqlFuRh0LTKsV2A60jYBJqLnLHoxQFpt8U2/W3DoS3EOn0WJ4pSbFdP2s8fIQYp8fyTUsUf+Hy5bvCl+/m9BjdI2zQPcIG3SNs6H2PeLBfJICKSQjY3jXiOMAATnwdycBxGBU9BvEtEmA0cI4TGRwwZ9dHir/EVR9HVOXzvZ8jp1jZEzC9W/RGYsdEp8cWHF6A83nnFdmNDY/F1M5TnR773/H/4UTOCUV2o0KiMKP7DKfHVp1ZhX1Z+xTZDfcPx5MJTzo9tuX8Fmw5v0WRXX8vf7ww4AWnx/Ze2ovVqasV2QWAN4e+6bT8+NXj+PXEr4rt/r3/351OnpzPO48FhxfUq7/wuYdw/lBb8XOngSdxzzu/4IneT6BpQNMa8leLruKLfV8o9ndG9xmIComyfRAEYO1a4I03YO7TG/+8K1yx3btj70bnpp2dHntzy5uK7er1XaMqdI+wofU94osZXyA8IFz/XVQIQi48z2PTpk2qrNrL8zyWrdmIqV/twunsQhW8IwiCIAhCS8Z0aYbQAB+EBngjxN8bjfy90MjPC8G+Xgj0rdzG1M/biCBf27FAHxP8vU3w9TLCu8rTCefPn2diFwBBEHDu3DlJT5AqxT5+4qVspVEPrvhr15Vb73L8l3oOKTaV+ssK3UYcdfh8ZndHlBQ4/883YKsT1eLlOGDsWGDPHpT/821ZqnrUuyAI2L9/v6p9wpVdVOTqy+3T1C/kQS9TEbpSWFgINFHHVl7hTZRbnT8yThAEQRAEG3AVT2BsOJGN5JNXK57esC8YW/lKif1JDY4D1u4/hCbeZeLrGFVfGTldlInCm+U4efOK7bUTIwcjZ4DRyDm8duL4t+01jjCvfARxN+BtNFasTWGAt8m2RkWZxQqeF2AwyHsypKxM+WsMUiksVO+fOa74q1S3sLAQQQhS9RxS6kSPa6MVtw0+gVWfJMJqtn1d4y1GHN8SCwyvXUf1eDlO0cIfetR7UZGy11uc4aq/SvTl9mnqF9KhCQ7CbQn1Af47rQce/fFgQ7tCEARBEEQt2HdbqfgkSafEWoQrQoHTY/mmmxDAIbtE/pf+dQdPwJd3PvwtNJ6ElctHgI8J47u1QLNGeqzoSBDO8Q0sQ0z/0zixtfL1jpTkbsA7DegUQbgBtAYH4ZTOnTuDF3jsP6zsvWdni4zyPI8VK1Zg+Jjhivddti/8Y7c1fvx4GAy2x1WlLjLK8zxWr16NcePGibpSFhl1plffOcbfMR7+3v5OZUotpTBbzPXadHbehlz4RwnVFwerSvXFweTUM6Dd4mC+Rl+sXLnSoY0B0hYHq4uqi4NVbcfgbG1YKd4Gb6xetbqGv4IgSHoPtbZ6r2txsMLSQtl9wi7r7B5h52bZTaxatUp2vwAgaXEw+xadAiq3qbRvo1n1s22rUKDUYsWSA5excEcmvEwGmAy2//p6GTl4GQ0wGMwwGQWEBvggtnmQuOWmuF1mxdabPF+xVWeFP4IAcJwRJoO3+BniMQEWvgxWwbbA8YULGWgT2abyePXfQuUnQQAMMMLI+VTICFVkADNfblsIU6g8Vu2X+Oiqo33b7+zL19GyRUsI1fbitQjl4AWLg2z181e3V3liDiaDL3hBQHZ2NppGRNi2LwZg5S2wCubKr8XVhi1Oz1NlC9i83CI0aRLmEI/t+lhgRbnDtqh2GftWrnm5+QgOaVR5ripbrFZff8Ouk1+YB/8Ab4Cr3KoVdZyjqKQEfr6V911O8IYAg237Vb5yS9XS8lJwRl7cktW+PavUUdytuMioMrvSFiIeFRuBT+/tUa89+73ozjvuhJ+38/xZ3wKCdWE0GOFt8K4x5lFqV8r4pLZxhJT87GwcYc91o8eNhlWo29/azlF9HFE1f1oFq9NFRqWOJ1hcZNTOyuVG3Hu3473mbBqP6HY147FYLfjtj98kj5+qIy4yWg2p4wg71etdi0VGeZ7H+rXrMenOSU5jlbPIaHV/5S4yKrWdVf2uUf17TH19ua5zVP1OIMWuVH8b8rtGfPd4GDiD4jU4aIKDcErnzrbZYqUNyxm2LxUCuIpHUhvKllJdOXpSZaXIqVlv7gAr8erhByt9Qqm+Fn1Cqqwce8sOZeLZX47UHQxBEEQV/jWpK+7v06ZeOU/KFTR+0p/ycqB5c+DGjcqyd98F/vGPmrIuxfvvfwPduwPDhwMNPB7R+xysj5/kyN8q/cLV76Ee/4rKzp078e6772L37t0oLy9HbGwsnnzySTz00EOy7Fy7dg2///479u7di7179+LYsWOwWq1YvHgx7r333lr1rFYrvvrqKyxcuBAnTpxAWVkZmjdvjuHDh+Pll19Ghw4dauhERUXhwoULtdo8efIkOnXqJMt/vcjOzkazZurss+6KLbtublE5Pk4+g98PXXIqV332T6j2bm5ds4MCL4Cr7T3eKoriVkhczWPVZeyHarsdOfOnDrOVehXznM5udLXNgXIV/51USl2+8hU3Xqd6gv38tdh1YtguW5e79v/+Vt320Z4AhFpqj0Ptx6T4a/8PbvVYOa4+X6v6UNWeUOfAxP4f8dp9FSrjr26mFkUBgkOd1SZjs297v97ZMbnYnz7gquy8UPWYHQtPc/gE4al4GTn4mGyLk3obDfDxsv22rblhQICPCf7eRpy4XICLN0rQvXUIJnZvgeG3RaB1qPOnG5yh5thGj3OoMX7SUk+qrBQ5Pa6Nlnh7A1OnAv/9b2XZokXAK684T/eK4k1PB156CbBagYEDgTffBG6/3aWJDk/qE0r15epQv5COR09wLFu2DHfffTd4nsfgwYMRFhaGjRs3YsaMGThy5Ajmzp0r2db27dvx6KOPyjq/IAiYPHkyli9fjoCAAAwaNAiBgYE4dOgQvv/+e/z666/YvHkz4uPjnerXNgnTqFEjp+UNjSAI2Lt3L8aPH6/KbKtSW1V1Z/98CH+mXnPJF3WQsoqydiu0Ew2Nml/CXbWlRF+OjtoTDjSBQRC3Ct5G26tf3iYDvIy2H/vkhJeJE8u8jBxyr+WgVYvm4nG7TiM/L0QE+6BJoI+4yKiB42Bwst2s0WD7D2b1rWiLy61IzS6s0OFgrFj4tNIWxHJAwLadezFu3Fh4mYw2Oa7ynGrA4vhJ7hMcUvWkykqRU7PeGpLp0x0nOE6dAg4cAKp/PVAc77vv2iY3AGD7dmD8eODiRaCJsl0B9Kh3VvqEUn25OtQv5OGxExy5ubmYOXMmrFYrfvvtN0yePBmAbUZr4MCB+PjjjzF+/HgMGzZMkr2IiAg88cQT6N27N3r37o0PPvgAP/74Y506K1aswPLly9G2bVvs3LlTnEnjeR5/+9vf8PHHH+P555/H1q1bneovWLBAesCEU/KKla0pQRAEQRCEupRbeZRbgaJyKetKGHAiL1tzn6Rhwov7Njg9UnUixVBt8sNhksW+i4x9UsXAiZMlHAcUFRrx3cWd8DIaYDLYJntMRtvuMF5GDiajAV4V5f4+RgT5mBDoa0KQr23Cp0WIHyJDA+BjujW/0NzK9O8PREUB589XliUl1ZzgUERaGvDDD45lTzyheHKDIFhA8QRHRkaGSydu06b+9xq15Ntvv0V+fj4mTJggTm4AtomKDz/8EJMnT8bcuXMlT3D069cP/fr1Ez9LWdxn27ZtAIDHHnvM4TEhg8GA1157DR9//DH27dsnNSRCAXOmxuHxRQeQnqPeVlMEQRAEQRAAwAsAbxXg+tNmHC4V57vsz4z+kah/6VSCJTjO9hTHu+9Wli1eDHz0EWBy9V/V77xT+fQGAPj7A3//u4tGCaJhUdwtoqKiFD/WwnEcLBZlK6+qxcqVKwEAU6ZMqXEsMTERvr6+SE5ORmlpKXwV7P8sBR8f57t2AJVrIYSGhmpy7oaA4zi0b99elcehXLFVVbdjRBA2PT9Ukp4gCDhx4gRiY2MlPWIpRVaKnJzz3gqwEq8efqh5DldtKdHXok9IlWWlnegBS7Fq7Yva9qvbE3cxqbKribijSbXdZnhewMmTJxHTqZP4LnpVeVTTEWB7AvP06TPo0LGjwwJIVc9hl7WfIzX1DNq37wBUrOljP7+Df7yA1LSziG4XXbEuUDV7Fev5nE1LQ2RU24odgmxlvABYeUH8mxcEWCsWmeP5yt1+bL8FUc/KV5bXaoev3HVItFGhJ55DEGDla9rk6zlmt23lBQff7J8LC2/Czz+gxjGhIr7K2KrYssvylf6L8Vbx3ZmOC0tOMcWCnRewACb8J+1PvDG+MwZ2CJOsq3TsJUdPqqwUOTXHnQ3NtGmOExzZ2UByMjBmTGWZ7HjPnrUt6FGVJ58EIiJc8lWPemflO4VSfbk61C/koXgXlaFDh7pUMZs3b1asqwaNGzdGXl4ejh8/jtjY2BrHe/fujf379+Pw4cOIi4uTbX/GjBlYuHBhnYuMbtmyBcOGDUO7du2wY8cOh1dUnn/+eXzyySd45ZVX8M9//tNBz77I6Icffoi0tDT4+Pigc+fOmDRpEsLDw2X76gwtdlEhCIIgCIJwR4RqEywOEy68gBKz1fZTLvG32YrSciuKq36uOF5cXvF3xY+Wkysr/28gurRkc+02wpHevYH9+ys/T58O1PM2fN089JDj6yn+/rb3YFT6LkEQSmmwXVS2bNmiVLXBKSgoQF5eHgCgVatWTmVatWqF/fv3IyMjQ9EEhxSGDh2K5557DnPnzkX79u0xaNAgBAUF4eDBg7h06RKefvppvPXWW7Xqv/DCCw6fn332WcybNw+PPPKIJv66Cs/z+PPPPzFo0CBF+3OrZUuprhw9qbJS5NSsN3eAlXj18IOVPqFUX4s+IVWWlXaiByzFqrUvatvXO1fI1bHLDxw4EBxnsD0pAIhPDIhfoq1W7Ni5C3379gUq5PiKR0HEJw6sPPbs3Yv43r0BcA5PY/AVT3vYn1yw2648V8WTC3ylbPUnM1Dts2i3ylMXol2hZgz28wnVnpQAqtu1+SFUKRcc7NvqLSMzEy1atKx8msXhSRQAqPoURxUbgGMMvO0pDYuVh4UXYLEKsPA8zBW/bZ9tx+1lVl6w/W3lYbbyKLe67+Md2QWlkic4aPzUsEyf7jjBsXQp8OWXQGCg7bOseFNTaz698dRTqkxu0PhJfR3qF/LwyEVGb968Kf7t7+98G7CAgIAaslowZ84ctGrVCi+88ALWrl0rlsfFxWHo0KEwOXm57s4778SwYcPQq1cvhIeHIz09HfPnz8enn36KWbNmoUmTJpg4caKk89tnyKqTlpaG6Oho8Hzlzh32/ZKrlgG2NUPseyrXJcvzPPLy8ioGFK7bzcvLE3Wk+gDYBjlVdeuStT+lZPfZrmcwGFSRdRaHFH9rk63qg5S6lCPryrWXI6t2O6mvftRuJ9V9U6tN1We3rnYi5drXVe+1+VD9nPVdIzVlWWknSq+9HFk124mr9wgt611JO1H7flK93rOv5+HDtafw323nIIs1a2TKr61fBgCSN9YvU8vC5Lck5843tAdMU3V7XB+TAWargJzCMgBAh6aBGNu1OYZ0CHPpnl+XrL3c3g/tf6shW7Vv1yWr5v2ktpj1yiVTpwLPP8/BarXJFhcDS5fymD69Ut7ZuMWp3XfeAarICQEBwPPPA9Xqoa76qc1fpe2krvpxpU1JsetKOwGk1XtVu1XzupRrX7W9V/ehqqwUu1L9re6DFFktvmsowW0nOKZMmYJjx47J0vnhhx+QkJDg9EJXR+GbO7IoKyvDgw8+iN9++w3/+Mc/MHPmTDRp0gT79+/H7NmzMWnSJHz22Wd46qmnHPTmzZvn8Llz586YM2cOYmJi8Nhjj+HFF1+UPMFRn38rVqwQP/fs2ROtW7fGypUrxfrx8/PDqFGjcPbsWZw4cUKUjYuLQ1RUFNasWSOut+Lt7Q0AOH/+vMO169KlC6Kjo7FhwwaUlpYCAIxGI+644w5cvHgRhw4dEmU7deqEmJgY8QmiVatWAQAmTJiArKws7K8ytd2hQwfExsZi69atKCgoEMvHjh3roAsA7dq1Q9euXbFjxw7cuHFDLB8zZgwKCwuxY8cOsSwlJQU9evTA7t27kZOTI5aPHDkSZWVl4uKxAHD48GHEx8dj3759uHLlilhuX7zW/qrWqlWr0KxZM/Tp0weHDh1CZmamKDto0KAa/oaHh6N///44evQoLly4IJYPGDAAQUFBDpNloaGhGDRoEI4dO4b09HSxvE+fPggLC3OwGxwcjGHDhuHkyZNITU0Vy+Pj49GyZUuH9hAQEIARI0bgzJkzOHXqlFjeo0cPtGnTBqtXr4a1YuEqX19fjB49Gunp6Q7XvmvXrmjXrh3WrVuH8vJyABAn9TIyMnD06FFRNjY2Fh06dEBycjJKSkoA2G6Gd955JzIzM3Hw4EFRNiYmBp06dcKWLVtQWFgolo8fPx7Z2dnYu3evWNa+fXt07twZf/75p5gsAdu1r17vUVFRiIuLw86dO3H9+nWxfNSoUSguLsb27dvFstatW6Nnz57Yu3cvsrMrV/ofPnw4rFarw1NwBw8eREJCAg4cOICsrCyxfOjQoTAajdi4sfJLTUREBPr27YvDhw/j4sWLYvmAAQNq+NukSRMMHDgQR48exfkqy6/369cPjRs3xurVq8Uy+/bSJ0+eRFpamliekJCAiIgIh2sfFBSE22+/HWfOnHE4Z133CLtNu2xt94ixY8eKvtpla7tHAEBmZiYOHz4s+ma/R2zatAlFRZWLB8u5RyQmJuLatWvYs2ePWCbnHhEZGYnu3btLuke0atUKvXr1qvceAQD79+9H3759a9wjBg8eDB8fH2zYULmLg5b3CAA4deoUzp49K5ardY84d842kWA/Z233iMTERFy4cAFHjhwR7dZ2jwCAS5cuOeQSqfeIvTkclpyTOblBEACMnACTAQjw9YaXgQNvLoPJAJg4INDPB01CglFUmA/BXAajAfAyAO0iW8MIAVeyMuFlEGDigPDQEES3jcTxlCPw4gBThWzvXj3gbeRw9NABsaxFRFP0TYjHiZQjuJJ1CfZdap3dI8LCTBgwoCMOHz4s+R5hf1zc3j/ljCPsSLlH2JEyjjh//jyio6Od3iPsGyLY/dN7HDFu3Djk5uZi165dYpmr44i4uL44eLByjYxPP81Bo0a70aJFC/Tq1cshXsD5OCKytBTdk5Ic6vrs6NEINRrhX1qK9evXi+VyxhEhISEYMmQITp486eBHXeOI06dP4/Tp02K5nO8adpyNI86dO4eUlBRRpq7vGvZ8avdX7jiiU6dONepd6jhi1apVssYRJSUlMJvN9Y4jVq1a5XQc0axZM/Tu3buGv3qPI+r7rlFYWIigoCAoRfEaHHVx/PhxpKamorCwsNaJggcffNClc8THx+PAgQOydDZv3oyhQ4eioKBAHMzn5+eLA7aqTJo0Cb///juWL1+O8ePHy/ZPyhocb775Jt566y0888wz+Pjjjx2OXbx4Ebfddhs4jsOFCxckLTbK8zyaN2+Oq1evIj09HW3btpXttx37kx1Vbw5q/Cdt1apVuOOOOxzWb1Fi12KxYNWqVUhMTITBYJD9BMfKlStF3bpkq/83z35Ok8mkiqzVaq0RhxR/7fXT0LOqWj3BoVY7cfUJDiXtpLpvarWp+uzW1U6k/me+tnqvzQer1epwzrqukdqyrLQTvZ7gUKudqPEEh1b1LredaHE/qV7vHyxajW9OGUF4Nj4m2xMQPl5GhycifCqekLiZdx1RrVrAz9sEPy8D/LyNMBlsW70aDZXbwhortoU1cLZtXTlAlDPY5bnK7WONBq7iuAH79u5B/3594GU0wmSs2CbWYICBq7BhtMn6+3ihka8JRoPz+7gr9xNn/bM22er/bV+1apXT8bRS2ap922g06nI/qa1+9MwlSUnAgw9WzfECMjMFcV3QFStW1Bi31PDhgQfA/fST+FkICICQng6u4vUUV8eQSttJXfXjSpuqz66r7UQQBGn1Xu0JDns/tP/Dpr4nOOzt3e6HM1kpdgFp7aS6D1XjqE1Wre8aXbt2BaB8DQ5VJziSk5PxxBNPOPz3rzqCIIDjOHFGtqEICQlBfn5+gy4yGh0djfT0dGzfvl3872tVRowYgY0bN2LdunUYNWqUpPP2798fu3btwo4dO9C/f3/ZftvRYpFRQRBgsVhgMpkcBpp621KqK0dPqqwUOTXrzR1gJV49/GClTyjV16JPSJVlpZ3oAUuxau2L2vbVyBXHL9/E3ORUGDjAUDGYrT5wEgTYyioGbBzHARxXY1BXKVtRLlQM/DgO1UWr7qhi94fjuIrzOMpx4g4sAlCx/oYA21oTEP+uXMNCEATRD8fPlXL2NTvgoFu5jkbVz/Y1M1C1zG6n2nl47R+QJaowo38U/jY6BoE+tqcjafzk3hQV2TY5KSoCune3rcvxyCNASIjEeE+dAjp3dng9BS+9BLz3nmo+0vhJfR1P6xcNtshodfbv34/ExERwHIf7778fKSkpSElJwUsvvYS0tDQkJycjNzcXM2fORJs2bdQ6rWLi4uKwbds2HDx4sMYEh9lsxrFjx+Dj44OYmBjNfLA/EuXsCZKq5VUfh66P3NxcAECgfcUhxsjNzVVtpxdXbCnVlaMnVVaKnJr15g6wEq8efrDSJ5Tqa9EnpMqy0k70gKVYtfZFbfuu5oq41uH44eEESfKCICAnJwfh4eGSB61S5KXIyT13Q2Of7BB/V9nytuokCc/btmy18ratXPOKzXhk4T5k5ZU2dAhuwYKd57Fg53mMj2sBLwMHk5GDubwMwQH+8DYZ4GW0/dj+5io/Gw3wMnHwNhpt5SYDrFYe1tIijIhrC6NRXhuj8ZM6BAQA331nm6Po0qXm8Xrjrbb2BgIDbWtvqAyNn9TXoX4hHdUmON577z1YLBasXbsWI0eOxMyZM5GSkiJucZqXl4fHHnsMK1eudHh3qaFITEzEtm3bsGTJEkyvujoPgJUrV6K0tBTjxo2Dr6+vZj40a9YMGRkZ2L9/v/gojh2r1Sq+LxwVFSXJ3vHjx3H69Gn4+/uL74OxhCAI2LVrF8aPH6/KbKtSW0p15ehJlZUip2a9uQOsxKuHH6z0CaX6WvQJqbKstBM9YClWrX1R277euUKujifnCo6zvbIByPO1eSM/bH9hGJYvX4GRY8ahrMrOJharbSLEUnVShK9ynK96nK8hb6nY8tVSRce+LayVr9itxqHMJpeamoaodu0gCBAnYvgqkzI8L8AqQCyzVNG38gK2n72mSR1XZcWRrPqFJNJlexaWPTkAXkZpOzDQ+Eld7rnHeXm98Z46BSxe7Fg2ezYQFqaqfzR+Ul+H+oU8VJvg2LlzJ3r06IGRI0c6PR4SEoIffvgBUVFRePXVV7Fw4UK1Tq2IWbNm4Z///Cf++OMPLF26FJMnTwYAXL16Vdx+9bnnnquhZ5842LhxI1q2bOmSDxMnTsS8efPw+uuvY8CAAejYsSMA2+TGyy+/jPPnzyMyMhLx8fGizrp16xAWFiYuJGTn6NGjuPfeeyEIAmbNmiUu6EkQBEEQBHGrwXGAn7cRAQ28zSHP81hhTsX4xNsUb7n41dY0vLem5iKbrHIsqwBnr97Ebc2dP4FMMMrbb8PhvbegIMDJdx2CcHdUm+C4ceMGhgwZIn62f8EuKioSt1z18fHBoEGDHFZobShCQ0Mxf/58TJ06FVOmTMGQIUMQFhaG5ORk5OXlYfbs2Rg+fHgNPftKv2azucaxvn37in/b1yF57bXX8MknnwCwrQz8xRdfiDKvv/461q1bh9OnT6Nbt27o378/QkNDcejQIaSnp8PPzw/z58932Cp2165deOuttxAZGYno6GiEh4fj3LlzOHjwICwWC4YMGYL3VHyPjiAIgiAIgtCOx4ZE4y+D29meHLEKMFc8XWKx8jDzAsrNFmzYuAkDBw8FLwBmKw8LL8BssR23WHmYK55ksVgF8XjVcrO1wrbViu1HUnH4hvKJoS4tgxHs54WbZRYEeBtv2f8C31KcPAn8/LNj2ezZQJMmDeMPQWiIahMc4eHhDtvs2d/rSU9Pd3j9oqSkBPn5+Wqd1iXuuusubNu2De+++y52796N8vJy3HbbbXjyyScxc+ZM2faqbgVk5+zZs+JWetVfd2nSpAn27duHOXPmYNmyZdi7dy/Ky8vRvHlzPPTQQ3jxxRdx2223OeiMHj0aFy9exL59+3DkyBFxF5iBAwdi2rRpmDlzprhqLmtwHIeoqChVEqErtpTqytGTKitFTs16cwdYiVcPP1jpE0r1tegTUmVZaSd6wFKsWvuitn29c4VcHcoVymApVrV84TiuYg0MwA+O4zhBENDntijc1jxYlcfxh4aX4oXNeUjPKapfwQnHLhVgwPubAAAGDgjy9UKwnwnBvl4I8rX9DvbzQqCPCUG+JgT6mJBvCQN39DKCfL0QWFFW9bjJWLmbA/UJZdQZb/WnN4KDNXt6g8ZP6utQv5CHaruoDB06FJcvXxafcFi+fDkmTpyIJ554Av/5z38A2L7sx8XFoV27dg7bjxLsocUuKgRBEARBEETDU27hsf1sDjJzS1BcbsX7DfyKjJ+XEYG+JgT5mGy/xUkQL4T4e6GxvxcaB3ijsb/tJyzQG23DAsSJEU9GEIAjR4D0dKDijXtHjh8HunZ1nOB49VXbgqMEwSCufg9V7a4wbtw4pKam4tixYwCAMWPGIDIyEl9++SX69OmDu+66C71790ZpaSkeeeQRtU5LuBE8z2P79u019lPW25ZSXTl6UmWlyKlZb+4AK/Hq4QcrfUKpvhZ9QqosK+1ED1iKVWtf1Lavd66Qq0O5QhksxequucJkAG7vFIEH+0Xh8SHROPfeOMyfEY/HBrfDlF6tkNi1OYbFhKNP21B0bdkI0eEBaN7IF4FeHLxl7qAihRKzFTmFZUi/VoSjmfnYcfY61h3Pxm8HM/Hd9nP49/oz+MeyY3gi6SDu+2Y3Rn68DQP/tQ6Xcmt/CoWldqIF168DH3xgm7vo0QN49FEBmzfvqBnvO+/o9vQG4L59gtXxkxx5yhU2VHtF5cEHH0SjRo3Ex128vb2xfPlyTJ06Ffv27cO+fftgMBgwa9YsPP3002qdlnAzrl+/zoQtpbpy9KTKSpFTs97cAVbi1cMPVvqEUn0t+oRUWVbaiR6wFKvWvqhtX+9cIVeHcoUyWIr1VsgVHMfh9k4RuL1TRK16PM9jxYoVGD9+PCw8UFhqRmGpBQWlZhSU2H4XOvxtwc0yCwpLzTiXeRl+QY1xs8xWdrPUgqJyq0txXCni8WfqNdybECAr1luFggLgpZcqP9+4wSE52YQqSyLant743/8cFZ9+GmjcWFPfboU+obU+5QrtUG2Co1mzZnjsscccyrp27YqTJ0/i1KlTyM3NRfv27W/pPXcJgiAIgiAI4lbH22RAk0AfNAn0qVe2cmKkv8NOM1ZeQFG5BQUlZnyanIpfD2TK8iHCT8DgDp77vaJtW2DgQGD79sqyLVtaOQpVX3ujUSPg2Wf1cZAgGgjVJjjqwr61KkEQBEEQBEEQhNHAIdjXCx+tPS17ciMs0BtNTKX4YN1pBPmaEOBjQqC3CVZBQP/oMCS0DdXIa7aYPr1ygqNNGwGRkQUAmtsKjh0Dfv3VUUGHpzcIoqFRbZFR4tZCi0VGBUFAaWkpfH19VVkFXKktpbpy9KTKSpFTs97cAVbi1cMPVvqEUn0t+oRUWVbaiR6wFKvWvqhtX+9cIVeHcoUyWIrVk3KFVuOne77ahT3nbsjypT7+Me42zBrUlpl2ohU3btheU5k+HRgwQEB5eZV4p051nOBo1Ag4fx4ICdHUJ0/qE0r1KVfUjavfQxU/wfH222+D4zg8+eSTCA0Nxdtvvy1Zl+M4vPbaa0pPTbgxxcXFNbbLbQhbSnXl6EmVlSKnZr25A6zEq4cfrPQJpfpa9Ampsqy0Ez1gKVatfVHbvt65Qq4O5QplsBSrJ+UKLcZPr90Rixd/O4rjWQWKfHLG0Uv59Z73ViA0FPj6a9vfglAl3pSUmk9vPPus5pMbdjypTyjVp1yhHYp3UXnzzTfx5ptv4tq1a+Lnt956Syyv74fwPARBwPbt26HGQ0Ou2FKqK0dPqqwUOTXrzR1gJV49/GClTyjV16JPSJVlpZ3oAUuxau2L2vb1zhVydShXKIOlWD0pV2g1furSshFWzR6E8+8nIv1fY/FpPwvS/zUWp98dg4OvjcSfLwzDmqcH4dfH++H7mb0RExFU5/niWofg6eEdmGoneuAQb0SEbacU+5fYkBDgmWf098MNzsH6+EmOPOUKG4qf4Pj+++8BAM2bN3f4TBAEQRAEQRAE4Qo+JiN8TEaEBng7lHdoGohp3+zBhRvFTvVeHtsJ7ZsG3tLbYNZL06bAnDnA3/8OfPgh0Ly57RUVgvAAFE9wPPTQQ3V+JgiCIAiCIAiCUIPconKcv16Eq4VleKBfG7y76pRTuXu/3o3z7yfq7B2jNGsGzJ3b0F4QhK6ototKRkYGAgMDERpa96rFubm5KCwsRJs2bdQ6NeFGtG7dmglbSnXl6EmVlSKnZr25A6zEq4cfrPQJpfpa9Ampsqy0Ez1gKVatfVHbvt65Qq4O5QplsBSrJ+UKvcdPa1Iu45s/03EwI0+yvo+p8g18ltqJHtjjzcgATCagRYuG9cNdzsH6+EmOPOUKFXdRMRqNmDFjBr777rs65R599FF8//33sFgsapyW0AgtdlEhCIIgCIIgCCn8cfgSnv75sCydDk0D8eX0nmjftO51Om5F8vKAJUuAH38Etm2rfDuFINwNV7+HKl5ktDqCIMhaKIXwPHiex+7du1V5J9IVW0p15ehJlZUip2a9uQOsxKuHH6z0CaX6WvQJqbKstBM9YClWrX1R277euUKuDuUKZbAUqyflCr3HT1fyS2X7mHr1Jib8ZweG/XsL7v7vTtz72Qa8+ccx/HdrGlYdvYysvBLZNt2F998X8OijtskNAPjpJ8Bq1d8PT+oTSvUpV2iLaq+oSOXatWvw8/PT+7QEI2RnZzNhS6muHD2pslLk1Kw3d4CVePXwg5U+oVRfiz4hVZaVdqIHLMWqtS9q29c7V8jVoVyhDJZi9aRcoef46YF+kTh5uQDrT2SjuFz6N/WicivOXSvCuWtFAIDdly44HO/SMhj/ua8nosICJNt0B+6/X8AHH3Di50uXgC1bgOHD9ffFk/qEUn3KFdrh0gTHNvsUYQVXrlypUWbHYrHg9OnTWLt2Lbp06eLKaQmCIAiCIAiCuIXx9zbhk3t7AAB4XkBeiRlX8kuRcaMIZ6/exJ+HTsG3cQRyCsuQc7MM12+WgZfwkPixSwV4Z+UJfDejt8YR6EuXLkBUVD7On6/cLSUpqWEmOAiiIXFpgmPo0KHguMqZwnXr1mHdunW1yguCAI7j8Pzzz7tyWoIgCIIgCIIgPASDgUNogDdCA7wR2yIYPM+jdeEJjB8fD4PB9sa9xcrjRlE5rhaWIaewDNkFJfhz3xGkljfCmeybDvZah/o3RBiaM3ToRSxYUDnBsWQJ8PnnAD08T3gSLi0yOmPGDHGCY+HChWjfvj0GDBjgVNbb2xstWrTA+PHj0bNnT6WnJHRCi0VGBUFAUVERAgICHCbG9LalVFeOnlRZKXJq1ps7wEq8evjBSp9Qqq9Fn5Aqy0o70QOWYtXaF7Xt650r5OpQrlAGS7F6Uq5w1/FTntmAgR9sdjjWMsQP0U0D0S4sAG0rfqKbBqJFI98Gb1NKEQQBqanF6NTJH4JQGcPPPwP33KOvH57SJ5TqU66oG1e/h7r0BMeCBQvEvxcuXIiBAwdi/vz5rpgkbnGsKq525Iotpbpy9KTKSpFTs97cAVbi1cMPVvqEUn0t+oRUWVbaiR6wFKvWvqhtX+9cIVeHcoUyWIrVk3KFO46fwgJ9a5RfyivBpbwSbDuT41De2N8LvSJD0a1VI3RuEYzYFsFoFuw+kx4RERYMHw4kJ1eWJSXpO8EBeFafUKpPuUI7VNtFhed5mtwg6kQQBGzZskWVXXRcsaVUV46eVFkpcmrWmzvASrx6+MFKn1Cqr0WfkCrLSjvRA5Zi1doXte3rnSvk6lCuUAZLsXpSrnDX8ZO30YCfZvVBOwmLiuYWm5F8MhtzN5zBIwv3o997mzD1q10os7D/hdAe7/33O9bJmjXAtWv6++EJfUKpPuUKbVFtgoMgCIIgCIIgCII1+kU3wf8e74ef/9IXTw6LRvumgZJ1953PxcaTVzX0Tl0mTQJ8qzy0YrEA//tfw/lDEHqj6jaxZWVlWLx4MbZt24bLly+jrKzMqRzHcdi4caOapyYIgiAIgiAIwgPJKy5HWk4RbhSV4/rNMlwvKse1m2U4mmrAD//dhbM5RcgvMSuyHR7kg64tG9UvyAjBwcCECcAvv1SWJSUBTzzRcD4RhJ6oNsFx6dIlDB8+HKmpqfU+8uIu77ER6tOiRQsmbCnVlaMnVVaKnJr15g6wEq8efrDSJ5Tqa9EnpMqy0k70gKVYtfZFbft65wq5OpQrlMFSrJ6UK1gcPyXtuYA3lx+H2ers+4cBQJ7kc3Mc0DYsAO3CAtCqsT96tAnB0JimaOTnJdlGQ2Kvk+nTHSc4du4E0tKA6Gh9/XCXc7A+fpIjT7nCxV1UqnL//ffj559/Rv/+/fH888+jY8eOCAys/fGvyMhINU5LaIQWu6gQBEEQBEEQhJqM/2w7Ui7ly9aLDg9A27BARDbxr/ixTWy0DPGDweDe/4w1m4EWLRzX3nj7beC11xrOJ4KQiqvfQ1Vbg2PdunVo06YNkpOTMWnSJHTu3BmRkZG1/hCeB8/z2LdvH3ieb1BbSnXl6EmVlSKnZr25A6zEq4cfrPQJpfpa9Ampsqy0Ez1gKVatfVHbvt65Qq4O5QplsBSrJ+UKVsdPD/RT9r0iLacIySez8d32c3j9j+N4aP5eDPpwM9q9shpd31iH/u9txJ3/2Y6nfz6EN5cfx//2X8TNMouic+lB1Trx8gLuvdfx+I8/AnqsK+lJfUKpPuUKbVFtgqOsrAy9e/eGr2/NrZgIwk5WVhYTtpTqytGTKitFTs16cwdYiVcPP1jpE0r1tegTUmVZaSd6wFKsWvuitn29c4VcHcoVymApVk/KFSyOn6bGt8bRN0dh1eyBshYPrYvCMguy8ktxNDMffxzOwoKd5/HCkqPo8sY6vPp7CpYezESpmb2dVarW3bRpjsdSU4F9+/T3wx3Owfr4SY485QoV1+Do2rUrMjMz1TJHEARBEARBEARRL8G+XujcohGSnxuC7IJSXMorQX5xObbs2IMOsd1QWGZFYakZBaVmFJZaUFBiRkGpxVZWYvtdVC5twmLR7gws2p2BJQcy8dOjfTWOTDl9+tjW3EhLqyxbtAhISGg4nwhCD1Sb4HjxxRcxZcoUbN26FUOGDFHLLEEQBEEQBEEQhCQign0REewLnudRcFrA+D5tYDDU/9C6xcrjZpkFBSUWFJSaUVBixuOLDqCg1PlrKTvTrmPFkSyM6dIMXkbVHopXDY6zLTb61luVZT//DMyZA3i5x5qpBKEI1RYZzcjIwOeff44vv/wSzz33HEaOHIlWrVrVumNKmzZt1DgtoRFaLDIqCAIKCgoQHBzs8k46rthSqitHT6qsFDk1680dYCVePfxgpU8o1deiT0iVZaWd6AFLsWrti9r29c4VcnUoVyiDpVg9KVd44vhJEAQ8/+sRLD14qVaZsEAfPD2iA+7u1Qq+XkZF51EDZ/GmpgIdOzrKrVoFjBunrx8sn4P18ZMc+VslV7j6PVS1JziioqLAcRwEQcA777yDd955p1ZZjuNgsbC7SA+hHUajejd+V2wp1ZWjJ1VWipya9eYOsBKvHn6w0ieU6mvRJ6TKstJO9IClWLX2RW37eucKuTqUK5TBUqyelCs8bfzEcRxeHnsbTmQV4NSVQqcy126W4bXfj2HpwUwsebw/jA24A0v1eDt0sL2qsmdPZdmiRdpOcDjzg/VzsD5+kiNPuULFRUYHDx6MwYMHY8iQIeLftf0MGjRIrdMSboQgCNi4cSPUeGjIFVtKdeXoSZWVIqdmvbkDrMSrhx+s9Aml+lr0CamyrLQTPWApVq19Udu+3rlCrg7lCmWwFKsn5QpPHT+FB/lgzdODcPC1kVj+1AB8Ma0nXh7bCS1D/BzkDmXkof/7G7H0YMOsSVhbvNOnO8r9/jtQ6HyuRlM/WD0H6+MnOfKUK2yo9gTHli1b1DJFEARBEARBEATBBBzHITTAG6EB3ujWKgQA8NiQaEz97y7sPX9DlMsuKMNz/zuCErMV0/oo275Wbe65B3jmGcBasYZqSQmwbBnw4IMN6hZBaAZ7K+IQBEEQBEEQBEEwzpypcRjYPqxG+T+WHcNzvxzGmpTLyC8xN4BnlYSHA2PGOJYlJTWMLwShB5pNcKSmpmLXrl04c+aMVqcg3JCIiAgmbCnVlaMnVVaKnJr15g6wEq8efrDSJ5Tqa9EnpMqy0k70gKVYtfZFbft65wq5OpQrlMFSrJ6UK2j85EjrUH8smtUHx98ajc4tgh2OLT10CX9NOoiB72/C55vPIq+4XFNfgNrjrf6aSnIycPmy/n6weg7Wx09y5FnoFw2NaruoAEBJSQnefPNNfPvtt8jLywMAPPTQQ5g/fz4A4Pvvv8dnn32G+fPno3v37mqdltAALXZRIQiCIAiCIIhblVd/T8Gi3RlOj/mYDBgW0xQ92oSge+sQdG8TAh+TPos9FhcDERHAzZuVZXPmAM89p8vpCUIWrn4PVe0JjqKiIgwZMgT//ve/4ePjg8TExBqLlwwePBiHDx/GL7/8otZpCTeC53kcPHgQPM83qC2lunL0pMpKkVOz3twBVuLVww9W+oRSfS36hFRZVtqJHrAUq9a+qG1f71whV4dyhTJYitWTcgWNn+rn3Yldsevl2/He5K4YH9cCpio7qpRZeKw9fgXvrTmFe77ejTGf/InjWfmqnbuueP39gbvucizT6jUVT+oTSvUpV2iLahMcH3zwAfbv349HH30U586dw/Lly2vIREdHo1OnTkhOTlbrtISbcfHiRSZsKdWVoydVVoqcmvXmDrASrx5+sNInlOpr0SekyrLSTvSApVi19kVt+3rnCrk6lCuUwVKsnpQraPxUP80b+eG+hDb47L4e2PnS7XhqWHs0CfCuIXfuWhES523HXV/uxPtrTqky2VFXvNVfUzl9GrhyxeVTyvaDxXOwPn6SI89qv9AT1SY4fvnlF0RFReHzzz+Hj49PrXKRkZHIzGyY7ZMIgiAIgiAIgiD0oGmwL/42OgY7X74d3z4YjyeGRqNLS8e1Og5cyMV/t6Yhcd52nMnWbv/WYcOA1q2BceNsT29kZwPNmml2OoJoMFSb4MjIyECvXr1gNNb9LllwcDByc3PVOq3L7Ny5E+PGjUNoaCgCAwORkJCAhQsXyrZz7do1fPvtt/jLX/6C7t27w2QygeM4/Pzzz3XqWa1WfPbZZ+jVqxcCAgLQqFEjDBkyBMuWLatTLy8vD8888wwiIyPh4+ODyMhIPP300+LaJwRBEARBEARB6I8gCMgvMSM1uxDbU69hxZHLOJ1diJtlFrQM8atV77s/z2nmk9EInDkDrFoF3H8/EBCg2akIokFRbZHRsLAwdO3aFZs3bxbLDAYDZsyYIS4yCgAJCQm4dOkSLl26pMZpXWLZsmW4++67wfM8Bg8ejLCwMGzcuBF5eXl49tlnMXfuXMm2fv/9d0yaNKlG+eLFi3Hvvfc61bFarZg4cSJWrlyJwMBADBgwABaLBTt37kRJSQneeustvP766zX0rl+/jn79+iE1NRXt2rVDfHw8jh8/juPHj6N9+/bYvXs3mjRpIr0inKDFIqOCIODGjRsIDQ0Fx3H1K2hkS6muHD2pslLk1Kw3d4CVePXwg5U+oVRfiz4hVZaVdqIHLMWqtS9q29c7V8jVoVyhDJZi9aRcQeMnR4rLLbh+sxw5N8twtaAMBzNycTQzD1fyS5FdUIYSs1W2zedGdsTs4R0U+cNKv/CkPqFUn3JF3bj6PdSkliO9evXC9u3bcfHiRbRu3dqpzPHjx3Ho0CFMmDBBrdMqJjc3FzNnzoTVasVvv/2GyZMnAwCys7MxcOBAfPzxxxg/fjyGDRsmyV5ERASeeOIJ9O7dG71798YHH3yAH3/8sU6dTz75BCtXrkTbtm2RnJyMdu3aAQBOnDiB4cOH44033sDo0aPRp08fB71nn30WqampmDx5Mn755ReYTLbLOHv2bHz22Wd47rnnFD2Fogf+/v5M2FKqK0dPqqwUOTXrzR1gJV49/GClTyjV16JPSJVlpZ3oAUuxau2L2vb1zhVydShXKIOlWD0pV3jy+OlEVgFe++MYDlxQ/0l0b6MBwzqF45GBbV2yw0q/8KQ+oVSfcoV2qPaKylNPPYWSkhJMnjwZZ8+erXH8woULePDBB8HzPJ566im1TquYb7/9Fvn5+ZgwYYI4uQHYJio+/PBDAJD1BEe/fv3w+eefY8aMGejcuTMMhvqr9ssvvwQAvPvuu+LkBgDExsbi1VdfBWBbvLUqV65cQVJSEry8vPDFF1+IkxsA8NFHHyE8PBxJSUnIzs6W7LteCIKA9evX19hdR29bSnXl6EmVlSKnZr25A6zEq4cfrPQJpfpa9Ampsqy0Ez1gKVatfVHbvt65Qq4O5QplsBSrJ+UKTx8/vbT0qOzJDS8jh5YhfujZJgTjujbDjP5ReGlsJ8ydGodFj/TB+mcH49BrI3HqnTH46oF4BPgo/98zK/3Ck/qEUn3KFdqi2hMc48ePx7PPPouPP/4YMTExuO2228BxHNavX4/4+HgcPXoUFosFL774IoYOHarWaRWzcuVKAMCUKVNqHEtMTISvry+Sk5NRWloKX19f1c+fn5+PtLQ0AHBaH/aytWvXory8HN7ettWX16xZA57nMWzYMERERDjo+Pj4YPz48Zg/fz7WrFmDGTNmqO43QRAEQRAEQXgarRr74WimtJ1OQgO80aVlI3RqFoSmQT6ICPZF0yAfNA32RbNgX/h5171mIUEQylFtggMA5syZgz59+uBf//oXjh49CgDIyspCVlYWYmJi8Oqrr2LatGlqnlIxdv969uxZ45i3tze6dOmC/fv34/Tp04iLi1P9/EVFReLfjRs3rnE8NDQUAFBSUoIzZ86gS5cuAIAjR47U6re9fP78+aIcQRAEQRAEQRCu8fE93TE0Jgv/3ZKG9GtFdcreKCrHtjM52HYmx+nxJgHe6BgRhBYhfmgR4ovmjfzQPMQXLRrZPgf5emkRggMWC5CcDCxaBBgMwA8/aH5KgtAFVSc4AGDq1KmYOnUqcnJycOHCBVitVrRq1QotW7ZU+1SKKSgoEHcbadWqlVOZVq1aYf/+/cjIyNBkgiM0NBRGoxFWqxUXLlxAp06dHI5fuHBB/Pv8+fPiBEdGRka9fleVYw1XFz9Vy5ZSXTl6UmWlyKlZb+4AK/Hq4QcrfUKpvhZ9QqosK+1ED1iKVWtf1Lavd66Qq0O5QhksxepJucKTx08+JiOmxrfG1PjWMFt5/LLvIpYfyUJecTkybhSj1MxLtnW9qBy70q/Xejw8yAcdmgZiUIdwTOvbBsESJzykxrtrFzBxInD1qu2ztzfw6aeAk/+5KsKT+oRSfcoV2qHaLioZGRkIDAwUnzyojdzcXBQWFqJNmzZqnFYRWVlZ4oSL2Wx2WMfCzvTp05GUlISffvoJ9913n+xzzJgxAwsXLqxzF5X+/ftj165dePHFF/H+++87HHvsscfw9ddfA4CDD6NGjcKGDRvwzTffYNasWTVsJicnY+TIkRg1ahTWrVtXr5/2VWqrk5aWhujoaKSkpIhlHMeB4zjwvOMN3GAwQBAEh3e5WJa1rxisVNZ+PneTdVY/cmRZvZ56Xnt3bSeuXns5sqxee7pH1C9L157uEXrIsnrt6R5Rvyxd+9qvvSAAl/OLkV1QhquFZbhaUIqcm+W4WliG7IJS5BTayq/fLAMv85tXdHgAVs8eCC+joVYf7HFIvZ4FBQZERAgoL6/cReOrrwQ8+ijdI+geoVxWrWvftWtXAAzsotK2bVvMmDED3333XZ1yL7zwAr7//ntYLBaXzjdlyhQcO3ZMls4PP/yAhISEGpXsDCkyrvLyyy/jzjvvxJw5cxAeHo7p06fDarXiu+++w7fffguTyQSLxeKwYKndL3uD0dLvsrIyrFixQvzcs2dPtG7dGitXrhTP4+fnh1GjRuHs2bM4ceKEKBsXF4eoqCisWbNGvNbe3t5o0aIFgoKCHCZOunTpgujoaGzYsAGlpaUAAKPRiDvuuAMXL17EoUOHRNlOnTohJiYGmzZtcnjNZ8KECcjKysL+/fvFsg4dOiA2NhZbt25FQUGBWD5u3Djs378fV+3T1gDatWuHrl27YseOHbhx44ZYPmbMGBQWFmLHjh1iWZs2bdCjRw/s3r0bOTmVjx6OHDkSZWVl2LZtm1jWsmVLxMfHY9++fbhy5YpYbt+dp+q2ys2aNUOfPn1w6NAhZGZmiuWDBg1Cenq6w9bK4eHh6N+/P44ePerwtM+AAQMQFBSEtWvXimWhoaEYNGgQjh07hvT0dLG8T58+CAsLw6pVq8Sy4OBgDBs2DCdPnkRqaqpYHh8fj5YtWzq0h4CAAIwYMQJnzpzBqVOnxPIePXqgTZs2WL16NaxW2xZpvr6+GD16NNLT0x36bdeuXdGuXTusW7cO5eXlAACTyYRWrVqhUaNGDq9axcbGokOHDkhOTkZJSQkAWz+48847kZmZiYMHD4qyMTEx6NSpE7Zs2YLCwkKxfPz48cjOzsbevXvFsvbt26Nz5874888/xSe7AGDs2LE4ePCgw4K9UVFRiIuLw86dO3H9euV/XkaNGoXi4mJs375dLGvdujV69uyJvXv3OtgYPnw4rFYrtmzZIpY1b94cCQkJOHDgALKyssTyoUOHwmg0YuPGjWJZREQE+vbti8OHD+PixYti+YABA3DhwgWHttOkSRMMHDgQR48exfnz58Xyfv36oXHjxli9erVYFhISgpCQEBiNRnF9IMC2tXdERITDtQ8KCsLtt9+OU6dO4cyZM2K5GveIsWPH4ty5c5LuEa1bt0ZISAgOHz4syqpxj0hMTMS1a9ewZ88esUzOPSIyMhLdu3eXdI9o1aoVevXq5dI9YvDgwfDx8cGGDRvEMi3vEaGhofDy8tLkHpGWluYwoKntHpGYmIgLFy5IukdERkYiNDRU8T0iOjoaXbp0qXGPGDduHHJzc7Fr1y6xLCoqCgBQWFgo6R7Ro0cPB3+B2u8RPj4+KCsrw+XLl8VyZ/eIpk2bol+/fjXuEQMHDoS/vz/Wr18vlsm9RwwZMgQnTpxwWEy+rnvE6dOncfr0abFc73uEVuMIve8RPXv2rNFOXL1HhIWFYcCAAbqNI8LDw9GvXz9J94gmTZpgwIABLo0j5Nwj1BpHnD26X7xHNAJwX9V7RMX/f1u3iUSztjH4Y/NupF8tRG45h7wygAsIRVZeCa4UlMIqOI7x03KKMH/JKrSo2PjC2T2iRYsWiI+Px8aNG1FcXCyW1zWOGDgwD5s2VT6y8cMPFjzwgMXle8Tx48cljyNcuUfY24mr94iMjAyXxhG33XYb1q5dC7PZLJZrdY8YMWIEysvLXRpHJCQk1IhN73FEfd81CgsLERQUBMUIKsFxnDBz5sx65WbNmiUYDAaXz9erVy8BgKyfzZs3C4IgCPn5+WJZfn6+U/sTJ04UAAjLly9X5N9DDz0kABAWL15cp9y///1vwWQy1fB12rRpQv/+/QUAwrp160T5SZMmCQCETz/91Km933//XQAgTJ48WZHfdmJjY4XY2FjBarWKPzzPC4IgOJRZrVZBEASB5/l6Zc1ms/D7778LFovFZbt2W2azWZYPVqtVsFgsDrp1yfI8L9qtek61ZJ3FIcXf2mSr+iClLuXIunLtG6qdSKkftduJnGskp03VZ7eudiLl2tdV77X5UP2cdV0jtWVZaSdKr31DtRNX7xFa1rvcdqLF/cRZvVssFsl1WVs/rK3erVar0/tMbfVel11X2omr+UHvXKJ2O5Er62o7sZ9PqqzUdiLFrivtxFm9S7n29nM6i0upbH31rlU7cTU/1CdrNluEzBs3hScW7RciX1wp/hzJuKF6O/ntN6sACEJCAi98+qlVuHJFnX6vtJ3IuUZy2lR9dl1tJ1Lrvardqv1QSl+u2t7rkpViV247kdKulbSTuurH/j1UKaqvwVEf165dg5+fn8t2qs6eySU4OBiNGjVCfn4+MjMzERsbW0PGPvOt9as0zz//PCZOnIglS5YgPT0dwcHBGD16NEaMGIFmzZoBcHyNxO5P1Zl5Lf12tt2tszL7Y0VSZdWyazAYxL+l+sBXPGpVVbcuH+y2nZ3bVVlncajtb9Wy2sqlyqpx7RuinTiTr09WrXpXu00p8Vfuta+tjmsrq37OuvS1kG3IdqKnrBrtpC5ZNdqJGv3efkzKtdfiflLVj+o+1SdbVz+sLluffG2x1WdXSTtRIz/onUvsx9RuJ0r7kZx2IscuoKyd1GdXaTtx5kdDjiPqqnet2klV22rLmkxGtGwcgH8kxmJVSuV/41/94ziWPzWwTrty20liogFnzgAdOnAAatZpdX05/d6ZHyyPN535K9WuUPGkiZL+aTAYRBkp/trP74pdLe4n1f1zRba288nBpQmOqo/HAMCVK1dqlNmxWCw4ffo01q5dKy6Y2ZDExcVh27ZtOHjwYI0JDrPZjGPHjsHHxwcxMTGa+xIdHY0XX3zRoSwlJQXZ2dlo3769wwKt9gVPqz5GVxV7ebdu3TTyliAIgiAIgiAIrWgR4of4yMbYfyEXAHA0Mx83isoRGuCt2jl8fIAOHVQzRxDsoPjZD8H2WorBYBAMBoPD37X92GXqe21DDz744AMBgDBhwoQax5YuXSoAEMaNG6fYvtRXVGpjxowZAgDhww8/dCjPysoSDAaD4O3tLWRnZzscKy0tFcLDwwWDwSBcvnxZse+CILj8aJAzeJ4XsrOzxUeQGsqWUl05elJlpcipWW/uACvx6uEHK31Cqb4WfUKqLCvtRA9YilVrX9S2r3eukKtDuUIZLMXqSbmCxk/60v+9jQ6vqSw/fKlOeVbi9aQ+oVSfckXdNOgrKg8++KD4aMnChQsRHR2NAQMGOJW1LzA5fvx49OzZ05XTqsKsWbPwz3/+E3/88QeWLl2KyZMnAwCuXr2KF154AQDw3HPP1dCzb+e6ceNGl7e+LSoqwsWLFx22iOV5HnPmzMGCBQsQExOD2bNnO+g0b94c9913H5KSkvDEE0/g559/FneBeeGFF5CTk4Pp06eLr7ewRmO19p9y0ZZSXTl6UmWlyKlZb+4AK/Hq4QcrfUKpvhZ9QqosK+1ED1iKVWtf1Lavd66Qq0O5QhksxepJuYLGTw3HpbwSWKw8TMbaH+FnJV5P6hNK9SlXaIhaMy2cxEVGWWLJkiXikyVDhw4VpkyZIoSEhAgAhNmzZzvVQcUioOfOnatxrE+fPuJPWFiYAEBo3769WPbXv/7VQf7cuXMCAKFLly7CpEmThClTpght2rQRAAhRUVFCenq6Ux9ycnKE6OhoAYAQHR0t3HPPPUKXLl3Ezzk5OS7XjRZPcNgXtbEvLtNQtpTqytGTKitFTs16cwdYiVcPP1jpE0r1tegTUmVZaSd6wFKsWvuitn29c4VcHcoVymApVk/KFTR+0pfv/kx3eIIj8sWVQtxb64RXlh4Vrt8sqyHPSrye1CeU6lOuqBtmFhnlq+2R6w7cdddd2LZtG959913s3r0b5eXluO222/Dkk09i5syZsu1V3QrIztmzZ8Xt1Hx9fR2OhYaG4vHHH8e2bduQnJwMq9WKtm3b4o033sDf/vY3BAYGOj1PWFgY9u3bhzfeeAO///47li1bhoiICDz11FN46623EBoaKtt3giAIgiAIgiDY4OGBbXHsUj6WHrokluUVm5G0JwMpl/JrLDrqKoIA7NsHLFoETJkCDB6sqnmC0A1NdlGxWCw4cuQIsrKywHEcmjdvjri4OPFVCpaw758sFaFipVy5x5wRHByML7/8UpaOncaNG2PevHmYN2+eIn2CIAiCIAiCINhl7j3d8ejgdvgk+QzWHc8Wy49m5mPzqasY1qmpKuf5/nvg/feBM2dsn/PzaYKDcF9c34elCmVlZXjppZcQFhaGhIQETJw4ERMmTEBCQgLCwsLw0ksvobS0VM1TEm5GSEgIE7aU6srRkyorRU7NenMHWIlXDz9Y6RNK9bXoE1JlWWknesBSrFr7orZ9vXOFXB3KFcpgKVZPyhU0ftKf25oH46sH4vHOhM4O5Zm5xTVklcabl1c5uQEAv/0GFBUpMuWSHw11DtbHT3LkPaVf1AUnyH3soBbKysowfPhw7Nq1C4Btm9KoqCgAwIULF3DkyBEAQL9+/bBx40b4+PiocVpCIzp3tt1Ejx8/3sCeEARBEARBEIRnM+3b3dhx9rr4eeHDCRjSMVwV25cvA61aAVVXHPjpJ+C++1QxTxCycPV7qGpPcHz88cfYuXMnBgwYgCNHjuDQoUNYtmwZli1bhoMHD+LIkSMYNGgQdu3ahU8++USt0xJuhCAIOH78uOxXedS2pVRXjp5UWSlyatabO8BKvHr4wUqfUKqvRZ+QKstKO9EDlmLV2he17eudK+TqUK5QBkuxelKuoPFTw9KzjePOFzO+34u3V5yA2WqblXAl3ubNgREjHMsWLVLmpyf1CaX6lCu0RbUJjsWLFyM8PByrV69Gly5dahzv0qULVq5cibCwMCQlJal1WsKNEAQBZ8+eVe1mpNSWUl05elJlpcipWW/uACvx6uEHK31Cqb4WfUKqLCvtRA9YilVrX9S2r3eukKtDuUIZLMXqSbmCxk8Ny9PDO+Ce+NbiZ0EA5u84h9f/OFbx2bV4p093/LxuHXD1qnw7ntQnlOpTrtAW1SY4zp49i6FDh9a68wcABAYGYujQoUhLS1PrtARBEARBEARBELc0JqMBH0zphp8e7YOWIX5i+a/7M8Hzrn9ZnTQJ8Pev/Gy1Ar/84rJZgtAd1SY4TCYTiotrLnZTneLiYiZ3UyEIgiAIgiAIgmCZ/tFh+M/9PcTPFhUmNwAgMBCYONGxTOlrKgTRkKg2wdG1a1ds2rQJ586dq1Xm3Llz2LRpE7p166bWaQk3guM4JCQkgOO4BrWlVFeOnlRZKXJq1ps7wEq8evjBSp9Qqq9Fn5Aqy0o70QOWYtXaF7Xt650r5OpQrlAGS7F6Uq6g8RM7RDcNhKFKWC8vTUFxudXleKu/prJ3r+PuKlLwpD6hVJ9yhbaotovKjz/+iIceegitW7fG22+/jfvuuw/e3t4AbDusLF68GG+88QYyMzPxww8/YNq0aWqcltAILXZREQQBgiCA4ziXO5UrtpTqytGTKitFTs16cwdYiVcPP1jpE0r1tegTUmVZaSd6wFKsWvuitn29c4VcHcoVymApVk/KFTR+YotZC/ch+WTlIhnNG/niuZEdMLF7S3iZjIpsWixAixZATk5l2euvA2+9Jd2GJ/UJpfqUK+qGmV1UHnjgATz66KO4ePEiHn74Yfj7+6Nly5Zo1aoVAgIC8Mgjj+DixYv4y1/+QpMbHoogCFixYoVqCwIptaVUV46eVFkpcmrWmzvASrx6+MFKn1Cqr0WfkCrLSjvRA5Zi1doXte3rnSvk6lCuUAZLsXpSrqDxE1u8eWdnRDWpXDTjcn4p/r4kBWM+/ROHL+Ypsmky1dwadtEi24KmUvGkPqFUn3KFtqg2wQEAX331FX799VcMHDgQJpMJly9fRlZWFkwmEwYNGoRff/0VX375pZqnJAiCIAiCIAiC8ChaNfbHmqcH4/9ubw9vY+VXurScItz/zW5k5ZUoslv9NZX0dGD3blc8JQh9UXWCAwDuuusubN26FTdv3sTly5dx+fJl3Lx5E1u2bMFdd92l9ukIgiAIgiAIgiA8Dj9vI54fFYP1zw7GXT1biuXF5VbsO39Dkc34eKBjR8cyWmyUcCdcnuBYvXo1/vKXv2Ds2LGYOHEi3njjDZw/fx4mkwkRERGIiIigXVMIkaCgICZsKdWVoydVVoqcmvXmDrASrx5+sNInlOpr0SekyrLSTvSApVi19kVt+3rnCrk6lCuUwVKsnpQraPzEJlFhAfhoSjc0869cUyGnsEyRLY4DHnjAseyXX4Dycuk2PKlPKNWnXKEdLi0yOm3aNPz8888AIL7Hw3EcfHx88PPPP+POO+9Ux0tCd7RYZJQgCIIgCIIgCG0Y/fE2nM4uFD8vfaI/erZpLNtOejoQHe1Ytnw5MH68qx4SRP002CKj3333HRYvXgyj0YgZM2Zg3rx5+Oc//4m+ffuitLQUDz74IPLz85WaJ25BBEHAqVOnVFsQSKktpbpy9KTKSpFTs97cAVbi1cMPVvqEUn0t+oRUWVbaiR6wFKvWvqhtX+9cIVeHcoUyWIrVk3IFjZ/YRhAE9Grm+NT8Q/P3YvmRLNm22rUD+vd3LJP6moon9Qml+pQrtEXxBMfChQthMBiwZs0afPfdd3jqqafw8ssvY8eOHXjooYdQWFiIpUuXqukr4eYIgoDTp0+rdjNSakuprhw9qbJS5NSsN3eAlXj18IOVPqFUX4s+IVWWlXaiByzFqrUvatvXO1fI1aFcoQyWYvWkXEHjJ7YRBAHxfjl4Ymg0DBVvqhSWWjB78SE89dNBlFmssuxVX2x0+XJAyv+uPalPKNWnXKEtiic4UlJS0LdvXwwfPhkedo4AAG/kSURBVLzGsVdeeQWCICAlJcUl5wiCIAiCIAiCIIj6MXLA30Z1xMf3dHcoX3n0MpYevCTL1tSptm1j7ZSWAvS/a8IdUDzBUVBQgOjqL2dVYC8vKChQap4gCIIgCIIgCIKQSLkVmLP+DF5eWvOfzIE+8jZ9aNIEGDfOsYx2UyHcAcUTHIIgwGg0OjdqsJnleV6peeIWhOM49OzZExzH1S+soS2lunL0pMpKkVOz3twBVuLVww9W+oRSfS36hFRZVtqJHrAUq9a+qG1f71whV4dyhTJYitWTcgWNn9imoNSCuSf98PmWNBSXV76O4mMy4G+jOuKObs1l26z+msrmzUBmZt06ntQnlOpTrtAWxbuoGAwGzJgxA/Pnz1d0nGAb2kWFIAiCIAiCINyDdcev4LEfD9Qon9E/CtP7tkF0eKDsL7UlJUCzZkDVh/I//BD4+99d9ZYgaqfBdlEBbAuNGo1Gpz8cx9V63GSS94gUcWvA8zyWL1+uypM9rthSqitHT6qsFDk1680dYCVePfxgpU8o1deiT0iVZaWd6AFLsWrti9r29c4VcnUoVyiDpVg9KVfQ+IlterUJQahPzf9bL9h5HiPmbsPYT//EvI2pOHAhFzwv7f/bfn7AlCmOZfW9puJJfUKpPuUKbXFppsGV1WYJz0TNa++KLT3arpyVkdU8760AK/Hq4QcrfUKpvhZ9QqosK+1ED1iKVWtf1Lavd65QssOEWnIstROtYSlWT8oVNH5il9AAb7wYZ0VZs274ae9FnLpS6HD81JVCnLpSiLkbzqBpkA/GdW2O8XHN0aN1YxgMtT/ZMX06UPWB/KNHbT/dutXuiyf1CaX6lCu0Q/EEx60860MQBEEQBEEQBOFO+BqBu/tG4oF+UTiSmY/kE9nYdOoqTlx23PjhamEZFuw8jwU7z6NFI1+M69ocD/aLQpsm/jVsDhkCtGrluPZGUlLdExwE0ZC49IoKQcjFz8+PCVtKdeXoSZWVIqdmvbkDrMSrhx+s9Aml+lr0CamyrLQTPWApVq19Udu+3rlCrg7lCmWwFKsn5QoaP7GNPV6O49C9dQj+NjoGq58ehNWzB+H5kR3Rp20ojNWe1sjKL8W3289h+NwteP2PY8gpLHM4bjAA99/veJ6kJKCu/3V7Up9Qqk+5QjsULzJK3NrQIqMEQRAEQRAEcWtxo6gca49dwaqULOxKu47qy3EE+ZjwzMiOeKBvJLxNtv+Fp6RUPrHRsiUwbRrw+utAQIDOzhMeQYMuMkoQchAEAampqaq89+WKLaW6cvSkykqRU7Pe3AFW4tXDD1b6hFJ9LfqEVFlW2okesBSr1r6obV/vXCFXh3KFMliK1ZNyBY2f2EZqvKEB3ri/TxskzeqLPa+MwFt3dkbLkMr/6BeWWfDOyhO48z/bkZlbDADo2hV47TVg0yYgIwP44IPaJzc8qU8o1adcoS00wUHohiAIOHHihGo3I6W2lOrK0ZMqK0VOzXpzB1iJVw8/WOkTSvW16BNSZVlpJ3rAUqxa+6K2fb1zhVwdyhXKYClWT8oVNH5iGyXxhgf54KH+Udj0tyF47Y5YBPlWLs946kohxn7yJ/67NQ2lZivefhsYNsz2yorafsiFlT6hVJ9yhbbQBAdBEARBEARBEISH4mMy4pGBbbH5b0NxX0JrsbywzIL315zC8DlbsfRgpuTtZQmiIaEJDoIgCIIgCIIgCA8nLNAH703uhn9O6oJAn8qnOS7lleC5/x3BpC92ILeovAE9JIj6UbxNLEHIheM4xMXFgeNq32tbD1tKdeXoSZWVIqdmvbkDrMSrhx+s9Aml+lr0CamyrLQTPWApVq19Udu+3rlCrg7lCmWwFKsn5QoaP7GNK/FaeQEXbxTjTHYhUi7l42BGLm6WWWrIHcnMx/IjWXiof5QmfkiFlT6hVJ9yhbbQLiqEU2gXFYIgCIIgCIK4tTh9pRB7zl1HdkEpLlwvxvnrRUjNvokySx37vlbg52XEr4/3Q5eWjQAAmZlATg7Qo4fWXhOeBO2iQrgNPM9j1apV4OvaOFsHW0p15ehJlZUip2a9uQOsxKuHH6z0CaX6WvQJqbKstBM9YClWrX1R277euUKuDuUKZbAUqyflCho/sY2UeP+37yJGf7INr/9xHJ9vTsPKo5dx7FJBrZMbRgOHzi2C8UDfSHx8Txy2vTAMrQMbYf584PbbgTZtgP/7P/l+uAorfUKpPuUKbaFXVAhdsVhqPu7WELaU6srRkyorRU7NenMHWIlXDz9Y6RNK9bXoE1JlWWknesBSrFr7orZ9vXOFXB3KFcpgKVZPyhU0fmKb+uI9mJFb6zGOA1o39kfHiCD0aBOCnm0aI651I/h7O35dXLECeOSRys87dgDp6UC7dtL9UANW+oRSfcoV2kETHARBEARBEARBELc4jw2JxtHMfJy4XFDj2EP9ovDKuNvgbar7Af/Ro4HQUODGjcqypCTgtdfU9pYglEGvqBC64u3tzYQtpbpy9KTKSpFTs97cAVbi1cMPVvqEUn0t+oRUWVbaiR6wFKvWvqhtX+9cIVeHcoUyWIrVk3IFjZ/Ypr5424YFYNXsgfhpVp8axxbsPI+//XpEwjmAe+6p/NyoEVB9RUdP6hNK9SlXaActMko4hRYZJQiCIAiCIIhbE54X8Nmms/g4+YxD+YjbIvD1A71gMNS+y8bu3cAHHwDTpwOJiYCvr9beEp4ELTLqIjt37sS4ceMQGhqKwMBAJCQkYOHChbLtXLt2Dd9++y3+8pe/oHv37jCZTOA4Dj///HOdelarFZ999hl69eqFgIAANGrUCEOGDMGyZctq1YmKigLHcbX+nDp1Srb/eiAIAtLT06HGnJortpTqytGTKitFTs16cwdYiVcPP1jpE0r1tegTUmVZaSd6wFKsWvuitn29c4VcHcoVymApVk/KFTR+Yhu58RoMHJ4e0QF7XxnuUJ58MhtfbUuvU7dvX2DZMuCuu2pObnhSn1CqT7lCWzx6gmPZsmUYPHgw1q5di27dumHMmDFITU3FjBkz8Nxzz8mytX37djz66KP45ptvcOTIEVit1np1rFYrJk6ciNmzZ+PMmTMYNGgQevfujX379mHy5Ml4++2369R/6KGHnP40atRIlu96IQgCUlJSVLsZKbWlVFeOnlRZKXJq1ps7wEq8evjBSp9Qqq9Fn5Aqy0o70QOWYtXaF7Xt650r5OpQrlAGS7F6Uq6g8RPbKI23abAvfn28n0PZB2tPYeHO87q2k4Y6B+vjJzny1C9seOwio7m5uZg5cyasVit+++03TJ48GQCQnZ2NgQMH4uOPP8b48eMxbNgwSfYiIiLwxBNPoHfv3ujduzc++OAD/Pjjj3XqfPLJJ1i5ciXatm2L5ORktKtYfvjEiRMYPnw43njjDYwePRp9+tR8Tw4AFixYID1ggiAIgiAIgiCIavSOCkVi1+ZYlXJZLHtj+XF8uSUN/aOboGdkY8RHNUZMRBA4rvZXVwiCBTz2CY5vv/0W+fn5mDBhgji5AdgmKj788EMAwNy5cyXb69evHz7//HPMmDEDnTt3hsFQf9V++eWXAIB3331XnNwAgNjYWLz66qsAgA8++ECyDwRBEARBEARBEHL51+SumNyjJbyMlRMYVwpKsfTQJbz6+zGM+eRPPPT9vlv6P//ErYHHTnCsXLkSADBlypQaxxITE+Hr64vk5GSUlpZqcv78/HykpaUBAIYOHVrjuL1s7dq1KC8v18QHveE4Dl26dFFl5tcVW0p15ehJlZUip2a9uQOsxKuHH6z0CaX6WvQJqbKstBM9YClWrX1R277euUKuDuUKZbAUqyflCho/sY2r8Tby88Lce7rjzxdux7CYcKcy287k4ML14lpt5OUBZWWe0yeU6lOu0BaP3UWlcePGyMvLw/HjxxEbG1vjeO/evbF//34cPnwYcXFxsu3PmDEDCxcuxOLFi3HvvffWOJ6VlYWWLVsCAIqLi+Hn5+dw/PLly2jRogUAICUlBV26dBGPRUVF4cKFC/jwww+RlpYGHx8fdO7cGZMmTUJ4uPMbklxoFxWCIAiCIAiC8Ewu5ZXg7RXHse54tkN5u/AAfP1APNo3DQQAlJUBa9YAixYBK1cC335r212FIJRCu6gooKCgAHl5eQCAVq1aOZWxl2dkZGjiQ2hoKIxGIwDgwoULNY5XLTt//rxTGy+88AK++uorzJs3D4899hiioqLw3XffaeKvGvA8j3Xr1oHn+Qa1pVRXjp5UWSlyatabO8BKvHr4wUqfUKqvRZ+QKstKO9EDlmLV2he17eudK+TqUK5QBkuxelKuoPET26gdb8sQP8yZ2r1GeXpOEX7cdV78/MADwKRJwG+/2SY7fvxR8Jg+oVSfcoW2eOQiozdv3hT/9vf3dyoTEBBQQ1ZNfH19kZCQgF27dmHBggV4//33HY5///334t+FhYUOx+68804MGzYMvXr1Qnh4ONLT0zF//nx8+umnmDVrFpo0aYKJEydK8sM+Q1adtLQ0REdHOzR++za01TuEwWCAIAgO7+Q5k+V5HqWlpRAEQRW7paWloo5UHwDb6sFVdeuStT++ZffZrmcwGFSRdRaHFH9rk63qg5S6lCPryrWXI6t2O6mvftRuJ9V9U6tN1We3rnYi5drXVe+1+VD9nPVdIzVlWWknSq+9HFk124mr9wgt611JO1H7fuKs3u3nkFKXtfXD2uodgNP7THXZ6rmiLn+VtBNX84McWRbbiVxZV9uJ/XxqtxMpdl1tJ9XrvS7ZqnVif+W7vnqXKltfvWvVTlzND1rmEkC9dmLH38uA1++IxdsrTzjILtx1AbMGtUPLEF9MmAD8+mvl/8yTk4H77hNktxO7rJRrJKdNSbHrSjsBpNV7VbtV+6GUa1S1vVf3oaqsFLtS/a3ugxRZLfKDEtx2gmPKlCk4duyYLJ0ffvgBCQkJTi90daTIuMrLL7+MO++8E3PmzEF4eDimT58Oq9WK7777Dt9++y1MJhMsFkuNBUvnzZvn8Llz586YM2cOYmJi8Nhjj+HFF1+UPMFRF2VlZVixYoX4uWfPnmjdujVWrlwp1o+fnx9GjRqFs2fP4sSJyptfXFwcoqKisGbNGlgsFgCAt7c3ANsTKVWvXZcuXRAdHY0NGzaINyuj0Yg77rgDFy9exKFDh0TZTp06ISYmBlu2bAEArFq1CgAwYcIEZGVlYf/+/aJshw4dEBsbi61bt6KgoEAsHzt2rIMuALRr1w5du3bFjh07cOPGDbF8zJgxKCwsxI4dO8SylJQU9OjRA7t370ZOTo5YPnLkSJSVlWHbtm1i2eHDhxEfH499+/bhypUrYrl9d57NmzeLvjRr1gx9+vTBoUOHkJmZKcoOGjSohr/h4eHo378/jh496vC0z4ABAxAUFIS1a9eKZaGhoRg0aBCOHTuG9PR0sbxPnz4ICwtzsBscHIxhw4bh5MmTSE1NFcvj4+PRsmVLh/YQEBCAESNG4MyZMzh16pRY3qNHD7Rp0warV68Wt0v29fXF6NGjkZ6e7nDtu3btinbt2mHdunXiWjMmk+22lJGRgaNHj4qysbGx6NChA5KTk1FSUgLAdjO88847kZmZiYMHD4qyMTEx6NSpE7Zs2eIwQTh+/HhkZ2dj7969Yln79u3RuXNn/Pnnn+KTXYDt2lev96ioKMTFxWHnzp24fv26WD5q1CgUFxdj+/btYlnr1q3Rs2dP7N27F9nZlY93Dh8+HFarVWzDAHDw4EEkJCTgwIEDyMrKEsuHDh0Ko9GIjRs3imURERHo27cvDh8+jIsXL4rlAwYMqOFvkyZNMHDgQBw9etThSbB+/fqhcePGWL16tVhm31765MmT4vpAAJCQkICIiAiHax8UFITbb78dZ86ccThnXfcIu027bG33iLFjx4q+2mVru0cAQGZmJg4fPiz6Zr9HbNq0CUVFRWK5nHtEYmIirl27hj179ohlcu4RkZGR6N69u6R7RKtWrdCrV6967xEAsH//fvTt27fGPWLw4MHw8fHBhg0bxDIt7xEAcOrUKZw9e1YsV+sece7cOQCV1762e0RiYiIuXLiAI0eOiHZru0cAwKVLlxxyiZx7xMmTJ9GlS5ca94hx48YhNzcXu3btEsuioqIAALt375Z0j+jevbtDvIDze0Tz5s0B2O4Vly9X7nLg7B6xb98+9OvXr8Y9YuDAgfD398f69evFMjn3iJCQEAwZMgQnTpxwuPZ13SNOnz6N06dPi+VqjCPk3CPqGkeofY84fvw4unXrpsk9okePHg7xAs7vEbWNI5zdI/bs2YMBAwbIukfYHxe3+yFnHGFHyj3CjpRxxPnz5xEdHe30HmF/Ctvun97jiNruEVqMI1q0aIFevXo5xAvIG0fUdo94oF//GhMcAPD1tjTEc+kwmYzw9R2D0lLb+I3nOfz5Z0s0bmzzQ6t7hB1n94hz584hJSVFlKnrHmHvK/Z6k3uP6NSpU416lzqOWLVqlax7RElJCcxmc73jiFWrVtV6j+jdu3cNf/UeR9T3XaOwsBBBQUFQjOCm9OrVSwAg62fz5s2CIAhCfn6+WJafn+/U/sSJEwUAwvLlyxX599BDDwkAhMWLF9cp9+9//1swmUw1fJ02bZrQv39/AYCwbt06See0Wq1C06ZNBQBCenq6Ir/txMbGCrGxsYLVahV/eJ4Xz1P1RxAEgef5emXNZrOwYsUKwWKxuGzXbDYLy5cvF8xmsywfrFarYLFYHHTrkuV5XrRb9ZxqyTqLQ4q/tclW9UFKXcqRdeXaN1Q7kVI/arcTOddITpuqz25d7UTKta+r3mvzofo567pGasuy0k6UXvuGaieu3iO0rHe57USL+4mzerdYLJLr0mKxCCtWrKjRD2urd6vV6vQ+U1u912XXlXbian7QO5eo3U7kyrraTuznkyortZ1IsetKO3FW71Kuvf2czuJSKltfvWvVTlzND1rmEjXbSfXyTq+uESJfXOnw88ehTFFm+nReAATxJzo6V3Y7kXON5LSp+uy62k6k1ntVu1X7oZRrVLW91yUrxa5W7UTN/GD/HqoUj11kNCQkBPn5+Q22yGhV0tLSsGTJEqSnpyM4OBijR4/GiBEj0KxZM2RnZyMzM1NckLQ++vfvj127dmHHjh3o37+/bL/t0CKjBEEQBEEQBEG8v+YU/ru18unORn5eOPLGKPHz+vXA6NGOOidPAhUPNxCELGiRUYXYJy2qPo5mx2w249ixY/Dx8UFMTIzmvkRHR+PFF1/EV199hY8++ggjRoxASkoKsrOz0b59e8mTGwCQm5sLAAgMDNTKXcUIgoCMjAxVXv9xxZZSXTl6UmWlyKlZb+4AK/Hq4QcrfUKpvhZ9QqosK+1ED1iKVWtf1Lavd66Qq0O5QhksxepJuYLGT2yjZbx39XT8LpJfYsbZq5XrFN5+O9CsmaPOokW3fp9Qqk+5Qls8doIjMTERALBkyZIax1auXInS0lIMHz4cvr6+ersGAJg7dy4A4C9/+YtknePHj+P06dPw9/cX3wdjCUEQcOjQIdVuRkptKdWVoydVVoqcmvXmDrASrx5+sNInlOpr0SekyrLSTvSApVi19kVt+3rnCrk6lCuUwVKsnpQraPzENlrG2yLEDx2aOv7z9KmfDqLUbFsjxWQC7rvPUScpyfbCihaw0ieU6lOu0BaPneCYNWsWgoOD8ccff2Dp0qVi+dWrV/HCCy8AAJ577rkaep06dUKnTp1w6dIll30oKiqqsagSz/P46KOPsGDBAsTExGD27NkOx9etW4cDBw7UsHX06FHcfffdEAQBs2bNEhf0JAiCIAiCIAiCUEqAjwlLn+iPB/tFimWnrhTi0R/2g+dtX5SnT3fUOX+ew86denpJEDbcdhcVVwkNDcX8+fMxdepUTJkyBUOGDEFYWBiSk5ORl5eH2bNnY/jw4TX07Cv9ms3mGsf69u0r/m3fMeC1117DJ598AsC2MvAXX3whyuTk5OC2225Dly5d0KFDBxiNRuzduxcZGRniyuE+Pj4O59i1axfeeustREZGIjo6GuHh4Th37hwOHjwIi8WCIUOG4L333nO5fgiCIAiCIAiCIAAgyNcLb4zvjKy8UiSftO3q8mfqNdz79W5882A8evTwwm232dbesLNoEVCxyRtB6IbHPsEBAHfddRe2bduG0aNH4/Dhw1i9ejWio6Mxf/58fPrpp7Lt7dmzR/y5du0aAODs2bNiWfWtjUJDQ/H444+D53kkJydj9erVCAoKwhtvvIGUlBS0bdu2xjlGjx6Nhx9+GMHBwThy5Ah+++03nD17FgMHDsQ333yDjRs3wt/fX1mFaAzHcejUqZO4bV9D2VKqK0dPqqwUOTXrzR1gJV49/GClTyjV16JPSJVlpZ3oAUuxau2L2vb1zhVydShXKIOlWD0pV9D4iW30iNdo4PDl9J7o0zZULNt7/gYW7DwPjqv5FMcvvwBlZer7wUqfUKpPuUJbPHYXFaJuaBcVgiAIgiAIgiCq8932c3hnZeU/bl+7IxaPDGyL8+eB6v+fXbYMmDhRV/cIN4d2USHcBvuTKjzPN6gtpbpy9KTKSpFTs97cAVbi1cMPVvqEUn0t+oRUWVbaiR6wFKvWvqhtX+9cIVeHcoUyWIrVk3IFjZ/YRq94rxaWYs760+LndmEBmNanDQAgKgoYNMjxf+dJSer7wEqfUKpPuUJbaIKD0JWioiImbCnVlaMnVVaKnJr15g6wEq8efrDSJ5Tqa9EnpMqy0k70gKVYtfZFbft65wq5OpQrlMFSrJ6UK2j8xDZ6xLv33A0Ul1vFz+nXirDu+BVxV47773ec4Fi+HMjLU98PVvqEUn3KFdpBExwEQRAEQRAEQRBEvfRp2wShAY67NT7982F8sNb2VMfddwMmU+UESHk5sGSJri4SHg5NcBAEQRAEQRAEQRD1Eh7kg9WzB+G+hNYO5f/dmoa9526gcWMgPj7b4diiRXp6SHg6tMgo4RRaZJQgCIIgCIIgCGdczi/BqLnbUFhmEcvsi40uXQrcdZej/IULQJs2OjtJuCW0yCjhNgiCgEuXLkGNOTVXbCnVlaMnVVaKnJr15g6wEq8efrDSJ5Tqa9EnpMqy0k70gKVYtfZFbft65wq5OpQrlMFSrJ6UK2j8xDZ6x/v3X486TG60CfXH3fGtIAgC4uIuISTE0Y/Fi9U7Nyt9Qqk+5QptoQkOQjcEQcD+/ftVuxkptaVUV46eVFkpcmrWmzvASrx6+MFKn1Cqr0WfkCrLSjvRA5Zi1doXte3rnSvk6lCuUAZLsXpSrqDxE9voHe+pKwUOn+fd1wPBvl4QBAHHju2v8QTHjz8CarnGSp9Qqk+5QltogoMgCIIgCIIgCIKQzMwBbR0+T/x8B77ckiZ+nj7d8Qv08ePA0aO6uEZ4ODTBQRAEQRAEQRAEQUjmiaHRSOza3KHsg7WnUFKxhezAgTXX3KDFRgk9oAkOQjc4jkOHDh3AcVyD2lKqK0dPqqwUOTXrzR1gJV49/GClTyjV16JPSJVlpZ3oAUuxau2L2vb1zhVydShXKIOlWD0pV9D4iW30jpfjOHx6b/ca5X7eRnTo0AFGI4dp0xyP/fQTYLXWUFF0bhb6hFJ9yhXaQruoEE6hXVQIgiAIgiAIgqiLpD0X8I9lx8TPC2b2xtCYpgCAEyeAiq8UIhs2ACNG6Okh4W7QLiqE28DzPDZv3gye5xvUllJdOXpSZaXIqVlv7gAr8erhByt9Qqm+Fn1Cqiwr7UQPWIpVa1/Utq93rpCrQ7lCGSzF6km5gsZPbNNQ8XZt2cjh8+zFh/D72k3geR6xsUCPHo7ySUmun5OVPqFUn3KFttAEB6ErBQUF9QvpYEuprhw9qbJS5NSsN3eAlXj18IOVPqFUX4s+IVWWlXaiByzFqrUvatvXO1fI1aFcoQyWYvWkXEHjJ7ZpiHg7t2iEsV2aVfpQasEXh4pg5W0vCUyf7ij/xx+A2ez6eVnpE0r1KVdoB01wEARBEARBEARBELIxGjh8Ma0n/jaqo1h2Jt+ARbsvAADuvRcwGID4eOCTT4CTJwEvrwZylvAIaIKDIAiCIAiCIAiCUATHcXhyWHuHsp/3ZwIAWrQAzp8H9u0Dnn4aiIhoAAcJj4IWGSWcosUio4IgwGq1wmg0urxyryu2lOrK0ZMqK0VOzXpzB1iJVw8/WOkTSvW16BNSZVlpJ3rAUqxa+6K2fb1zhVwdyhXKYClWT8oVNH5iGxbifWVZCn7akyF+3v3ycDRr5Kv6eVjpE0r1KVfUDS0ySrgV165dY8KWUl05elJlpcipWW/uACvx6uEHK31Cqb4WfUKqLCvtRA9YilVrX9S2r3eukKtDuUIZLMXqSbmCxk9s09DxPjE0Gv7eRvHzxM934ESWNus9sNInlOpTrtAOmuAgdEMQBOzZswdqPDTkii2lunL0pMpKkVOz3twBVuLVww9W+oRSfS36hFRZVtqJHrAUq9a+qG1f71whV4dyhTJYitWTcgWNn9iGhXhbNfbHC6NjxM9XCkrx6A/7UVxuUfU8rPQJpfqUK7SFJjgIgiAIgiAIgiAIl3mgbxsktrbC/vbDpbwSfJKc2rBOER4FTXAQBEEQBEEQBEEQLsNxHEa1EjCzf5RY9u2f6Th79SYAQBCA/fuBZ54B5s1rGB+JWxua4CB0g+M4tGvXTpUFbVyxpVRXjp5UWSlyatabO8BKvHr4wUqfUKqvRZ+QKstKO9EDlmLV2he17eudK+TqUK5QBkuxelKuoPET27ASr92Pp4d3QNMgHwAALwAvLDmCP1ZacdttQO/ewKefAp99ZpvwUHqOhu4TSvUpV2gL7aJCOEWLXVQIgiAIgiAIgvAM1h2/gsd+PCB+bm1pie1zujvI7NoF9O2rs2ME09AuKoTbwPM8/vzzT/A836C2lOrK0ZMqK0VOzXpzB1iJVw8/WOkTSvW16BNSZVlpJ3rAUqxa+6K2fb1zhVwdyhXKYClWT8oVNH5iG1birerH6M7NcHevVuKxDOMl+IcXO8gnJbl2DldhffwkR576hQ1TQztAeBY3btxgwpZSXTl6UmWlyKlZb+4AK/Hq4QcrfUKpvhZ9QqosK+1ED1iKVWtf1Lavd66Qq0O5QhksxepJuYLGT2zDSrxV/fjgrm4I8DFhwc7z4DjAq2MmkNMRbdsC06fbflw9h6uwPn6SI0/9giY4CIIgCIIgCIIgCA0wGDi8MT4WJgOHb7efQ2BcBnyjrmHRmzHo375JQ7tH3ILQKyoEQRAEQRAEQRCEJnAch1fG3Ya2YQEwBZXBt1UuVqVkNbRbxC0KLTJKOEWLRUYFQUB5eTm8vb1dXrnXFVtKdeXoSZWVIqdmvbkDrMSrhx+s9Aml+lr0CamyrLQTPWApVq19Udu+3rlCrg7lCmWwFKsn5QoaP7ENK/HW5ce8jamYu+EMACDY14R9r46Aj8mo6jn0tkW5Qn1okVHCrSgsLGTCllJdOXpSZaXIqVlv7gAr8erhByt9Qqm+Fn1Cqiwr7UQPWIpVa1/Utq93rpCrQ7lCGSzF6km5gsZPbMNKvLX58WC/SPHvglILdqcrXwuClT6hVJ9yhXbQBAehG4IgYMeOHVDjoSFXbCnVlaMnVVaKnJr15g6wEq8efrDSJ5Tqa9EnpMqy0k70gKVYtfZFbft65wq5OpQrlMFSrJ6UK2j8xDasxFuXHyH+3mgT6i9+/mZbuurn0NsW5Qr2oAkOgiAIgiAIgiAIQnMyblRuE3s8Kx+CICA9HXjnHSCLluUgVIB2USEIgiAIgiAIgiA0ZU/6dYfPkddjMXAgh507bZ/9/YHnn28Ax4hbCnqCg9CVyMjI+oV0sKVUV46eVFkpcmrWmzvASrx6+MFKn1Cqr0WfkCrLSjvRA5Zi1doXte3rnSvk6lCuUAZLsXpSrqDxE9uwEq8zP3hewD1f73YoC85rIU5uAMCPP7p2DqWwPn6SI0/9gnZRIWpBi11UCIIgCIIgCILwPFYcycL/LT4kfn5qWHv0MMVgxAhHuZQUoEsXnZ0jmIJ2USHcBp7nsXPnTvA836C2lOrK0ZMqK0VOzXpzB1iJVw8/WOkTSvW16BNSZVlpJ3rAUqxa+6K2fb1zhVwdyhXKYClWT8oVNH5iG1birc2PzaeuOnw+nV2I1p1vokULR/2kJOXnUALr4yc58tQvbNAEB6ErOTk5TNhSqitHT6qsFDk1680dYCVePfxgpU8o1deiT0iVZaWd6AFLsWrti9r29c4VcnUoVyiDpVg9KVfQ+IltWInXmR/DOjV1+LzhRDbGfLoVzXs5TnwkJQFSvnuz0ieU6lOu0A6a4CAIgiAIgiAIgiA0Y3xcC/zx5AB0bhEslvECkBV2ykHu4kVg+3a9vSNuJTx+gmPnzp0YN24cQkNDERgYiISEBCxcuFC2nQMHDuDNN9/EoEGD0KJFC/j4+KB169aYPn06jh49WqfuyZMncffddyM8PBx+fn7o2rUrPv744zofHcrLy8MzzzyDyMhI+Pj4IDIyEk8//TTy8vJk+04QBEEQBEEQBKElca1DsPypgfj03u5oGxYAAPAKL4RXWIGD3KJFDeEdcavg0YuMLlu2DHfffTd4nsfgwYMRFhaGjRs3Ii8vD88++yzmzp0ryY7FYoGXlxcAICwsDAkJCfD398ehQ4eQlpYGLy8v/PTTT5gyZUoN3d27d2P48OEoLi5GQkICoqKisG3bNly5cgV33XUXfv31V3Ac56Bz/fp19OvXD6mpqWjXrh3i4+Nx/PhxHD9+HO3bt8fu3bvRpEkTl+pGi0VGBUFASUkJ/Pz8asSkpy2lunL0pMpKkVOz3twBVuLVww9W+oRSfS36hFRZVtqJHrAUq9a+qG1f71whV4dyhTJYitWTcgWNn9iGlXil+lFu4dHx1TUAgPzd7ZC39TbxWKNGwJUrgK+va+dQ01819SlX1A0tMqqQ3NxczJw5E1arFUuWLMGWLVuwZMkSnDp1Cu3bt8fHH3+MzZs3S7bXp08frFy5EtnZ2Vi1ahV+/fVXnDlzBv/4xz9gNpvx8MMP49q1aw46FosF06dPR3FxMebOnYs9e/bgl19+QWpqKvr164fffvsNCxYsqHGuZ599FqmpqZg8eTJOnz6NX375BceOHcP//d//4ezZs3juuedcrR7NKCsrY8KWUl05elJlpcipWW/uACvx6uEHK31Cqb4WfUKqLCvtRA9YilVrX9S2r3eukKtDuUIZLMXqSbmCxk9sw0q8UvzwNhlwe8W6HAGxWQ7H8vOB1atdP4dUWB8/yZGnfuHBExzffvst8vPzMWHCBEyePFksj4iIwIcffggAkp/gMJlM2L17NxITE2EwVFapwWDAO++8g06dOqGwsBCrVq1y0Fu2bBnS0tIQFxeHZ599ViwPDAzE559/7tSHK1euICkpCV5eXvjiiy9gMpnEYx999BHCw8ORlJSE7OxsiTWhH4IgYNu2bVDjoSFXbCnVlaMnVVaKnJr15g6wEq8efrDSJ5Tqa9EnpMqy0k70gKVYtfZFbft65wq5OpQrlMFSrJ6UK2j8xDasxCvHj4+ndkdjfy+Ygkvh0+a6w7G6XlNhpU8o1adcoS0eO8GxcuVKAHD62khiYiJ8fX2RnJyM0tJSl87DcRy6du0KAMjKcpydrMuHHj16oF27djh27BjOnz8vlq9Zs0Z8pSYiIsJBx8fHB+PHj4fVasWaNWtc8psgCIIgCIIgCEIrfL0N8PUyAgACYi85HFu5ErhxoyG8Itwdj53gsC/82bNnzxrHvL290aVLF5SWluL06dMunys9PR0A0KxZM4fyI0eO1OpD1XK7nFIdgiAIgiAIgiAIlvjrooO4nG/7Z3JAzGXAaBWPmc3AkiUN5RnhznjkBEdBQYG420irVq2cytjLMzIyXDrX9u3bceDAAXh7e2PMmDEOx+y25figRIclavNbb1tKdeXoSZWVIqdmvbkDrMSrhx+s9Aml+lr0CamyrLQTPWApVq19Udu+3rlCrg7lCmWwFKsn5QoaP7ENK/FK9ePwxTzxb4OvBf7trzocr+s1FVb6hFJ9yhXa4ZG7qGRlZaFly5YAALPZ7LCOhZ3p06cjKSkJP/30E+677z5F5ykoKEB8fDxSU1Px4osv4v3333c47u3tDbPZjNTUVLRv376G/quvvop//vOf+Ne//oWXX34ZADBq1Chs2LAB33zzDWbNmlVDJzk5GSNHjsSoUaOwbt26en20r1JbnbS0NERHRyMlJUUs4zgOHMfV2L7WYDBAEASHd7lYlrWvGKxU1n4+d5N1Vj9yZFm9nnpee3dtJ65eezmyrF57ukfUL0vXnu4Resiyeu3pHlG/LF17ukeoLfvr/ot4Y/lxFJfbntwoTo1AztJ4B7m0NB7t2jX8tad7RP2yat0j7Ms7KN1FpeY3ezdhypQpOHbsmCydH374AQkJCTUq2RlSZOrCarXi/vvvR2pqKhISEvD222/XKmu/+FJ8sJfJ0VFKWVkZVqxYIX7u2bMnWrdujZUrV4rn8fPzw6hRo3D27FmcOHFClI2Li0NUVBTWrFkDi8UCwDahExoairCwMIdr16VLF0RHR2PDhg3imidGoxF33HEHLl68iEOHDomynTp1QkxMDDZt2oSioiKxfMKECcjKysL+/fvFsg4dOiA2NhZbt25FQUHl/tpjx47Frl27xKd4AKBdu3bo2rUrduzYgRtVXvgbM2YMCgsLsWPHDrGsTZs26NGjB3bv3o2cnByxfOTIkSgrK8O2bdvEspYtWyI+Ph779u3DlStXxPJhw4YBgMNOPc2aNUOfPn1w6NAhZGZmiuWDBg3CyZMnHXbhCQ8PR//+/XH06FFcuHBBLB8wYACCgoKwdu1asSw0NBSDBg3CsWPHxNelANvOP2FhYQ6L3wYHB2PYsGE4efIkUlNTxfL4+Hi0bNnSoT0EBARgxIgROHPmDE6dOiWW9+jRA23atMHq1athtdoSlq+vL0aPHo309HSHa9+1a1e0a9cO69atQ3l5OQDbor1hYWFo2rSp+CoZAMTGxqJDhw5ITk5GSUkJAFs/uPPOO5GZmYmDBw+KsjExMejUqRO2bNmCwsJCsXz8+PHIzs7G3r17xbL27dujc+fO+PPPPx3axJgxY7Bnzx7k5uaKZVFRUYiLi8POnTtx/XrlYlijRo1CcXExtm/fLpa1bt0aPXv2xN69ex0W/R0+fDisViu2bNkiljVv3hwJCQk4cOCAw1o9Q4cOhdFoxMaNG8WyiIgI9O3bF4cPH8bFixfF8gEDBuDMmTMObbJJkyYYOHAgjh496rCWT79+/dC4cWOsrrJEeaNGjeDn54eAgACkpaWJ5QkJCYiIiHC49kFBQbj99ttx6tQpnDlzRiyv6x6RmpqKkydPirK13SPGjh1bo53Udo8IDw9Hs2bNcPjwYVFWjXtEYmIirl27hj179ohlcu4RkZGR6N69u6R7RKtWrdCrVy9J9wj7ta9+jxg8eDB8fHywYcMGsUzLe4S/vz8CAwNx9uxZsVyte0RaWprDgKa2e0RiYiIuXLjg8DpmbfeIiIgING/e3CGXyLlHREdHo0uXLjXuEePGjUNubi527dollkVFRaG0tBRms1nSPaJ79+5Yv369w4r2td0jBEEAx3G4fPmyWO7sHtG0aVP069evxj1i4MCB8Pf3x/r168UyOfeIkJAQDBkyBCdOnHC49nXdI06fPu3wqq8a4wg59witxhHO7hFt27ZFt27dNLlH9OjRo0Y7kTOOcHaPCAsLw4ABA2TdI1JSUnDu3DmxXM44IiQkBIMGDZJ0jwgODsaQIUMkjSPs197ZPeL8+fMNOo6o7R6hxTiiRYsW6NWrV412ImccodY94vjx45LHEV0Di/BaXBl2ZXNYd8kAod1VGHzLwZd6i7LvvJOG77/vUOMeYW8nzu4R586dc/gnbV33iIyMDJfGEZ06dXLwAdBuHDF8+HCYzWbF44hmzZqhd+/eDvUA6D+OqO+7RmFhIYKCgqAYwU3p1auXAEDWz+bNmwVBEIT8/HyxLD8/36n9iRMnCgCE5cuXK/Lv4YcfFgAIMTExQk5OjlOZxo0bCwCEI0eOOD3+zDPPCACEefPmiWWTJk0SAAiffvqpU53ff/9dACBMnjxZkd92YmNjhdjYWMFqtYo/PM8LgiA4lFmtVkEQBIHn+XplzWaz8PvvvwsWi8Vlu3ZbZrNZlg9Wq1WwWCwOunXJ8jwv2q16TrVkncUhxd/aZKv6IKUu5ci6cu0bqp1IqR+124mcaySnTdVnt652IuXa11XvtflQ/Zx1XSO1ZVlpJ0qvfUO1E1fvEVrWu9x2osX9xFm9WywWyXVZWz+srd6tVqvT+0xt9V6XXVfaiav5Qe9conY7kSvrajuxn0+qrNR2IsWuK+3EWb1Lufb2czqLS6lsffWuVTtxNT9omUvUbCdS6kftdpKaXSCMmrtFCOx+XgAE8adTJ17geeVtqr5r72o7kVrvVe1W7YdSrlHV9l6XrBS7rLSTuurH/j1UKW77BEfV2TO5BAcHo1GjRsjPz0dmZiZiY2NryNhnvtu0aSPb/t///nfMnz8frVu3xoYNGxAWFuZUrk2bNsjNzUVmZia6desmyQf731Vn5tXy2xlVt72tq8z+WJFUWbXsGgwG8W+pPvAVj1pV1a3LB7ttZ+d2VdZZHGr7W7WstnKpsmpc+4ZoJ87k65NVq97VblNK/JV77Wur49rKqp+zLn0tZBuynegpq0Y7qUtWjXaiRr+3H5Ny7bW4n1T1o7pP9cnW1Q+ry9YnX1ts9dlV0k7UyA965xL7MbXbidJ+JKedyLELKGsn9dlV2k6c+dGQ44i66l2rdlLVNkuyWrSTqmVy+r0zP+qz275pEJY9OQBxxw/i7OFIUebUKQ6HDgE9e7J5PxEqnkZTUu8Gg0GUkeKv/fyu2GWpncg5nxw8cpFRwPboIwCHx9HsmM1mHDt2DD4+PoiJiZFl97333sO///1vNG3aFBs2bEDr1q0V+VC1vOrkhxIdgiAIgiAIgiAIlvH3NuFvDzSBsVGxQ3ldi40SRA0UP/vh5nzwwQcCAGHChAk1ji1dulQAIIwbN06Wza+++koAIISEhAiHDh2qV/6XX34RAAhxcXE1jh08eFAAUOPxnKysLMFgMAje3t5Cdna2w7HS0lIhPDxcMBgMwuXLl2X5Xh1XHw1yBs/zQn5+vvgIUkPZUqorR0+qrBQ5NevNHWAlXj38YKVPKNXXok9IlWWlnegBS7Fq7Yva9vXOFXJ1KFcog6VYPSlX0PiJbViJ11U/0nNuCo36nXF4TSUiQhAq3qpS5Rxq+ku5Qn1c/R7qsU9wzJo1C8HBwfjjjz+wdOlSsfzq1at44YUXAADPPfdcDb1OnTqhU6dOuHTpkkP5kiVL8Ne//hWBgYFYvXo1unfvXq8PkyZNQtu2bXHkyBF8/PHHYnlRURGefPJJpz40b94c9913H8rLy/HEE084LGjzwgsvICcnB/fffz+aNWtWfyUQBEEQBEEQBEEwQtuwAHQbmu9Qlp0NbNrUQA4RbofHTnCEhoZi/vz5MBgMmDJlCoYNG4a7774bMTExOHv2LGbPno3hw4fX0LOvCG42m8Wyq1evYtq0aeB5Hm3btsVXX32FGTNm1Pj5/fffHWx5eXlh0aJF8PPzw3PPPYe+ffvinnvuQYcOHbBr1y5MnDgRM2fOrOHDJ598gujoaPz222/o1KkT7r33XnTt2hXz5s1DdHS0w2QJSwiCgM2bN6uy04srtpTqytGTKitFTs16cwdYiVcPP1jpE0r1tegTUmVZaSd6wFKsWvuitn29c4VcHcoVymApVk/KFTR+YhtW4lXDj5fuawnvZnkOZZ/8t3J3GFb6hFJ9yhXa4raLjKrBXXfdhW3btuHdd9/F7t27UV5ejttuuw1PPvmk04mF2iguLha3pkpJSXHYlqgqUVFRmDhxokNZ//79sW/fPrzxxhvYsmULDh8+jOjoaDz//PN45plnnC60EhYWJur8/vvvWLZsGSIiIvDUU0/hrbfeQmhoqPRKIAiCIAiCIAiCYIRxXZuj1/AM7EoKEcvWrjTiL98dxgvj26NdmH/DOUcwj0dPcAC2vXzXrFkjWd7ZbFdUVJRLs2CdO3fGkiVLZOk0btwY8+bNw7x58xSflyAIgiAIgiAIgjV++GdzdFwsQOBtO20IZhOW/SFgw9mtGN+tObrU3ICDIAB48CsqRMOg5togrthSqitHT6qsFDlPW1OFlXj18IOVPqFUX4s+IVWWlXaiByzFqrUvatvXO1fI1aFcoQyWYvWkXEHjJ7ZhJV41/Ggf6YXRoxxnMW4ebwlBAJYfuYx/HTbh+V+PoKTc6vK5WB8/yZGnfgFwwq38Ag6hmM6dOwMAjh8/3sCeEARBEARBEAThaSxaBDzwgO1v/0AeXh0y0WhkCrgq8x5PD++AZ0d2bBgHCU1w9XsoPcFB6AbP8zhw4AB4nm9QW0p15ehJlZUip2a9uQOsxKuHH6z0CaX6WvQJqbKstBM9YClWrX1R277euUKuDuUKZbAUqyflCho/sQ0r8arpx4QJAkYnWvB/717DHR/sQ8gox8kNAGgS6O3SOVgfP8mRp35hgyY4CF3JzMxkwpZSXTl6UmWlyKlZb+4AK/Hq4QcrfUKpvhZ9QqosK+1ED1iKVWtf1Lavd66Qq0O5QhksxepJuYLGT2zDSrxq+HG1oBT3L9iBU13WYXnhHuzJuOZwnIOA50Z0wPQ+kS6fi/Xxkxx56he0yChBEARBEARBEATBEH8czkLKpfwa5e3CA3B/QmuEXDuGybe3h8FAq40SjtAEB0EQBEEQBEEQBMEMnVsGO3z2Nhrw06N90CuyMQRBwIoVxxrIM4J1aJFRwilaLDIqCALy8vIQEhICrvoLdDraUqorR0+qrBQ5NevNHWAlXj38YKVPKNXXok9IlWWlnegBS7Fq7Yva9vXOFXJ1KFcog6VYPSlX0PiJbViJVy0/MnOLMfCDzeLnj6Z0w93xrVU9hxq2KFeoDy0ySrgVPj4+TNhSqitHT6qsFDk1680dYCVePfxgpU8o1deiT0iVZaWd6AFLsWrti9r29c4VcnUoVyiDpVg9KVfQ+IltWInXVT9KzVY8+N1e8bO/txFjulRubZqfD+TmstEnlOpTrtAOmuAgdEMQBGzYsAFqPDTkii2lunL0pMpKkVOz3twBVuLVww9W+oRSfS36hFRZVtqJHrAUq9a+qG1f71whV4dyhTJYitWTcgWNn9iGlXjV8OPs1ZtIv1Ykfi4ut2LV4Wz8/juPe+4BmjcHnnwyu8H7hFJ9yhXaQmtwEARBEARBEARBEEzQvmkgYpsH48TlArHsry8VIm+r/X/zHHbsaInycsDXt2F8JNiFnuAgCIIgCIIgCIIgmMDXy4hfH++Hhwe0hbFilxT/TpcdZAoLvbF2bUN4R7AOTXAQuhIeHs6ELaW6cvSkykqRU7Pe3AFW4tXDD1b6hFJ9LfqEVFlW2okesBSr1r6obV/vXCFXh3KFMliK1ZNyBY2f2IaVeNXwI8DHhNfHx2LDs4MxuUdLeIWUwKflDfE4Z+CRtD4XVt71Vy1YHz/Jkad+QbuoELWgxS4qBEEQBEEQBEEQcnn9j2P4/AsBRcdbIqDzJfh3ugyjnxnPjuiIp0d0aGj3CBWhXVQIt4HneRw+fBg8zzeoLaW6cvSkykqRU7Pe3AFW4tXDD1b6hFJ9LfqEVFlW2okesBSr1r6obV/vXCFXh3KFMliK1ZNyBY2f2IaVeLXy4607O+O790Mx7d00BPXIgNHPDAD4OPkM8ovNiu2yPn6SI0/9wgZNcBC6cuHCBSZsKdWVoydVVoqcmvXmDrASrx5+sNInlOpr0SekyrLSTvSApVi19kVt+3rnCrk6lCuUwVKsnpQraPzENqzEq4UfHMdhYo+WeHRwuxrHjmXlu2Sb9fGTHHnqFzTBQRAEQRAEQRAEQTCO2crjlWUpDmWtGvshrnVIwzhEMAlNcBAEQRAEQRAEQRBMs+JIFtJzisTPfl5GLH2iPwJ9TA3oFcEatMgo4RQtFhkVBAHXr19HkyZNwHFcg9lSqitHT6qsFDk1680dYCVePfxgpU8o1deiT0iVZaWd6AFLsWrti9r29c4VcnUoVyiDpVg9KVfQ+IltWIlXSz9WHs3CUz8dcijrGBGI+3pHYVLP5gjx95Ztk/Xxkxz5W6Vf0CKjhFsRFBTEhC2lunL0pMpKkVOz3twBVuLVww9W+oRSfS36hFRZVtqJHrAUq9a+qG1f71whV4dyhTJYitWTcgWNn9iGlXi18iOxa3O8NLYTfEwGCAJQmtkYu36MwqyRzdHt6T14eelRlJqtsu2yPn6SI0/9giY4CB0RBAFr166FGg8NuWJLqa4cPamyUuTUrDd3gJV49fCDlT6hVF+LPiFVlpV2ogcsxaq1L2rb1ztXyNWhXKEMlmL1pFxB4ye2YSVeLf3gOA6PD4nG+mcGoXhJH2Qn9cfNQ5HgS72Rf7QFFu+9iJVHL+vqL+UK9qAJDoIgCIIgCIIgCMItaB3qj8Hdcx3Kik60gMDb1uUgPBua4CAIgiAIgiAIgiDchiFDLjp8tt70w4jGXTCua7MG8ohgBZrgIHQlNDSUCVtKdeXoSZWVIqdmvbkDrMSrhx+s9Aml+lr0CamyrLQTPWApVq19Udu+3rlCrg7lCmWwFKsn5QoaP7ENK/Hq4UePHl7wiShwKCs41kLRwpmsj5/kyFO/oF1UiFrQYhcVgiAIgiAIgiAINRj9cDbWfx8hfjb5WlBwwwQ/vwZ0inAZ2kWFcBsEQUBKSopqi2QptaVUV46eVFkpcmrWmzvASrx6+MFKn1Cqr0WfkCrLSjvRA5Zi1doXte3rnSvk6lCuUAZLsXpSrqDxE9uwEq+efeLrN8MBrvI8llIT/ljOK7LF6vhJjjz1Cxs0wUHohiAISE9PVy1BK7WlVFeOnlRZKXJq1ps7wEq8evjBSp9Qqq9Fn5Aqy0o70QOWYtXaF7Xt650r5OpQrlAGS7F6Uq6g8RPbsBKvnn2idSugc69Sh2M/Jcn7esv6+EmOPPULGzTBQRAEQRAEQRAEQbgdzeOvOnxes0bAtWsN5AzBBDTBQRAEQRAEQRAEQbgd9081gDNZxc8WC4dff21Ah4gGhxYZJf6/vXuPi6rM/wD+GS4CIgoqXlICQdPwfkFSMXV11cJri22WreHLXXcz29LS11arpK1tZlqWvdZ+ZdZqraVlKRRe0lS8oihqXhBB8YL3C+IFmDm/P2gmRmbgnDPnnHmG+bxfL1/lme/3Oc9zON/zHB5nzjikx0NGJUnC+fPn0bhxY1VPONaqLbW5SvLkxsqJ0/K4eQJRxmtEP0SpCbX5etSE3FhRzhMjiDRWvfuidftGzxVKczhXqCPSWL1pruD9k9hEGa/RNQEAEXGXcGZPuO31nj0lZGToc93WIp9zRdVc/T2UCxzkkF4LHGazGb6+vppM0GrbUpurJE9urJw4LY+bJxBlvEb0Q5SaUJuvR03IjRXlPDGCSGPVuy9at2/0XKE0h3OFOiKN1ZvmCt4/iU2U8bqjJuZ9UoQp40PsYo4fB2Ji9O8v5wrt8VtUyGNIkoTU1FTNHpKlti21uUry5MbKidPyuHkCUcZrRD9EqQm1+XrUhNxYUc4TI4g0Vr37onX7Rs8VSnM4V6gj0li9aa7g/ZPYRBmvO2pi0p9CUCu41C5m6VJ536Yi+v2TknjWRTkucBAREREREZFH8vcHBgwpsdv2n8Vm1ODf4akKXOAgIiIiIiIij/Xa32vb/b3wlD+2bCtzU2/InbjAQYaqW7euEG2pzVWSJzdWTpyWx80TiDJeI/ohSk2ozdejJuTGinKeGEGkserdF63bN3quUJrDuUIdkcbqTXMF75/EJsp43VETDz1kQlQL+4+lzP+P/bs65Lblal/0yGFdyMeHjJJDejxklIiIiIiISA8pKcDrr//29zqhZly54At/f7d1iVTgQ0ZdtG3bNjz66KOoX78+6tSpg+7du+Ozzz5T3M6ePXuQkpKC3r1747777kNAQAAiIiIwZswYZGdnV5l7+PBhjBo1CuHh4QgKCkL79u0xf/58WCyOH44TFRUFk8nk9M+RI0cU998IkiThl19+0ewhWWrbUpurJE9urJw4LY+bJxBlvEb0Q5SaUJuvR03IjRXlPDGCSGPVuy9at2/0XKE0h3OFOiKN1ZvmCt4/iU2U8bqzJp56yj7u5jVfrF+vri1X+6JlDutCGa9e4Pj222/x8MMP48cff0SHDh0wePBg5OTk4JlnnsHkyZNlt1NWVoZu3brh9ddfx5EjR9C5c2cMGzYMAQEBWLZsGbp164YVK1Y4zN2xY4ft9ejoaAwbNgyXLl3C5MmT8fjjj1d58o0dO9bhn3r16ik+FkaQJAk5OTmaTdBq21KbqyRPbqycOC2PmycQZbxG9EOUmlCbr0dNyI0V5Twxgkhj1bsvWrdv9FyhNIdzhToijdWb5greP4lNlPG6syZatQJiO9p/m8rchXdUteVqX7TMYV0o4+fuDrjL1atXkZycDLPZjJUrV+Kxxx4DAJw/fx4JCQmYP38+hg4din79+slqLz4+Hv/85z/xyCOPwMenfN3IYrFg+vTp+Ne//oVx48ahb9++aNiwoS2nrKwMY8aMwa1btzBv3jy8+OKLAICbN29i4MCBWLlyJZYsWYLk5GSH+1yyZIkLR4CIiIiIiKjm+HOyL1584be/b1zrjyOnbqHN/bWd5lDN4rXv4Pj4449x/fp1DB8+3La4AQCNGzfGnDlzAADz5s2T1Zafnx927NiBxMRE2+IGAPj4+GDWrFlo06YNioqKkJqaapf37bffIjc3Fx07drQtbgBAnTp1sHDhQkV9ICIiIiIi8mZPPekDX9/f3p0glfpi7IwzsFhq7jsWyJ7XLnCsWbMGAJCUlFTptcTERAQGBmL9+vW4c6fqtzVVx2QyoX379gCAs2fPyu5D586dER0djYMHDyI/P9+lPojCZDKhW7duMJlMbm1Lba6SPLmxcuK0PG6eQJTxGtEPUWpCbb4eNSE3VpTzxAgijVXvvmjdvtFzhdIczhXqiDRWb5oreP8kNlHG6+6aCA8HBg+23569KRTLdp1S3JarfdEqh3WhjNd+i0pYWBiuXbuGQ4cOITY2ttLrcXFxyMzMxL59+9CxY0eX9tWtWzfs2bMHixcvtvu4SadOnbB//36kpqbi0UcfrZQ3atQorFixAqtWrcLw4cNt26OionDy5EnMmTMHubm5CAgIQNu2bTFy5EiEh4e71FcrfosKERERERF5mv/9Dxg9usIGk4SE6TuwJaWH2/pE8vFbVFS4ceMGrl27BgBo3ry5wxjr9lOnHK/2ybV161bs2bMHtWrVwuDBg+1es7attg9Tp07FokWLsGDBAkyYMAFRUVH45JNPXOqvniwWC7777jun3w5jVFtqc5XkyY2VE6flcfMEoozXiH6IUhNq8/WoCbmxopwnRhBprHr3Rev2jZ4rlOZwrlBHpLF601zB+yexiTJeEWpi2DCgTp0KGyQTDm2ph6OFRYrbcrUvWuSwLpTxyoeM3rx50/b/tWs7fuBMcHBwpVilbty4gXHjxgEAXnzxRTRt2tRhP5T2YdiwYejXrx+6du2K8PBwnDhxAosXL8Z7772H8ePHo0GDBhgxYoSsPlpXyO6Vm5uLmJgYu5Pf+jW09xaEj48PJEmyexqvo1jr/0uSpFm71v/K7YN1/xVzq4q1vn2rYp8tFgt8fHw0iXU0Djn9dRZbsQ/3xjo6PkpiXfnZK4nV4zypasxanyf39k2rc6q6dqs6T+T87Ks67s76cO8+q/sZaRkrynmi9mevJFbL88TVa4Sex13NeaL19cTRcXdWW46Oj5LYiqqruXvniqr6q+Y8cXV+UBIr4nmiNNbV88S6P63PEzntunqeVOyH3J+9o5p0Nba6467XeeLq/KDnXGKlxXlyb6zSuq/YDz2uEdWdJ0FBEkaOBP77398+hlF8qBm+yjyFVx99sNr+KjlPHPWjup99xTqU8zOqeL7f24eKsXLaldvfe/sgJ1aP+UENj13gSEpKwsGDBxXlfP755+jevbvTH3RFcmKqYjab8eSTTyInJwfdu3fHzJkzncY6+wyUsz4sWLDA7u9t27bFO++8g9atW2PChAmYNm2a7AWOqty9exerV6+2/b1Lly6IiIjAmjVrbH0LCgrCwIEDcfz4cfzyyy+22I4dOyIqKgo//PADysrKAAC1atUCAOTn59v97Nq1a4eYmBisW7fO9swTX19fDBkyBAUFBcjKyrLFtmnTBq1bt8amTZsAwPbg1uHDh+Ps2bPIzMy0xbZq1QqxsbH4+eefcePGDdv2Rx55xC4XAKKjo9G+fXtkZGTgypUrtu2DBw9GUVERMjIybNsOHDiAzp07Y8eOHbh48aJt++9//3vcvXsXmzdvtm3bt28funXrht27d6OwsNC2vd+v386zceNGW1+aNGmC+Ph4ZGVl4fTp07bY3r17V+pveHg4evbsiezsbJw8edK2vVevXggJCcGPP/5o21a/fn307t0bBw8exIkTJ2zb4+Pj0bBhQ7t269ati379+uHw4cPIycmxbe/WrRuaNWtmdz4EBwdjwIABOHbsGI4cOWLb3rlzZ9x///1IS0uD2WwGAAQGBmLQoEE4ceKE3c++ffv2iI6ORnp6OkpKSgCUP7QXKH/nUnZ2ti02NjYWrVq1wvr163H79m0A5bUzbNgwnD59Gnv37rXFtm7dGm3atMGmTZtQVPTbav3QoUNx/vx57Nq1y7atZcuWaNu2LbZs2WJ7ZxcA2zuuKh6fqKgodOzYEdu2bcPly5dt2wcOHIhbt25h69attm0RERHo0qULdu3ahfPnz9u29+/fH2az2XYOA8DevXvRvXt37Nmzx+5ZPX379oWvry82bNhg29a4cWM89NBD2LdvHwoKCmzbe/XqVam/DRo0QEJCArKzs+2e5dOjRw+EhYUhLS3Nts369dKHDx9Gbm6ubXv37t3RuHFju599SEgIfve73+HYsWN2+6zqGmFt0xrr7BrxyCOP2PpqjXV2jQCA06dPY9++fba+Wa8RP/30E4qLi23blVwjEhMTcenSJezcudO2Tck1IjIyEp06dZJ1jWjevDm6du1a7TUCADIzM/HQQw9VukY8/PDDCAgIwLp162zb9LxGAMCRI0dw/Phx23atrhF5eXkAfvvZO7tGJCYm4uTJk9i/f7+tXWfXCAA4c+aM3Vyi5Bpx+PBhtGvXrtI14tFHH8XVq1exfft227aoqCgA5V8BL+ca0alTJ7vxAo6vEdZ/INm7dy/OnTtn2+7oGrF792706NGj0jUiISEBtWvXxtq1a23blFwjQkND0adPH/zyyy92P/uqrhFHjx7F0aNHbdu1uI9Qco2o6j5C62vEoUOH0KFDB12uEZ07d7YbL+D4GuHsPsLRNWLnzp3o1auXomuE9e3i1n4ouY+wknONsJJzH5Gfn4+YmBiH1wjrO6Ct/TP6PsLZNUKP+4j77rsPXbt2tRsvoOw+QqtrxOHDh+36odc1wsrRNSIvLw8xMYUAeqJu/VtA6zOoE3sWn2+7ieg7x1HH/7drhLVWrP1Veo1o06ZNpeMu9z4iNTVV0TXi9u3bKC0trfY+IjU11ek1Ii4urlJ/jb6PqO53jaKiIoSEhEA1yUN17dpVAqDoz8aNGyVJkqTr16/btl2/ft1h+yNGjJAASN9//72q/o0bN04CILVu3Vq6ePGiw5iwsDAJgLR//36Hr7/wwgsSAGnBggWy9mk2m6VGjRpJAKQTJ06o6rdVbGysFBsbK5nNZtsfi8Vi20/FP5IkSRaLpdrY0tJSad26dVJZWZnL7ZaWlkpr166VSktLFfXBbDZLZWVldrlVxVosFlu7FfepVayjccjpr7PYin2QcyyVxLrys3fXeSLn+Gh9nij5GSk5p6prt6rzRM7Pvqrj7qwP9+6zqp+R1rGinCdqf/buOk9cvUboedyVnid6XE8cHfeysjLZx7KsrExat25dpTp0dtzNZrPD64yz415Vu66cJ67OD0bPJVqfJ0pjXT1PrPuTGyv3PJHTrivniaPjLudnb92no3Gpja3uuOt1nrg6P+g5l2h5nsg5PlqfJ0p+RnLOk5ISs/Tzz2bpStEdqdUraVLktDVS5LQ1UvrBs5qeJ3KPe8V2K9ahnJ9RxfO9qlg57YpynlR1fKy/h6rltQ8ZDQ0NxfXr13V5yOjLL7+MuXPnIiIiAhkZGYiIiHAYp/Yho1Xp2bMntm/fjoyMDPTs2VNRvyviQ0aJiIiIiMjTPb5oO3bllb9rYmK/GLw8qI2be0RV4UNGVbIuWlR8O5pVaWkpDh48iICAALRu3VpRu2+++Sbmzp2LRo0aYd26dU4XN6rrQ8XtHTp0kL3/q1evAgDq2D1ZRwySJOHo0aMuf/zH1bbU5irJkxsrJ07L4+YJRBmvEf0QpSbU5utRE3JjRTlPjCDSWPXui9btGz1XKM3hXKGOSGP1prmC909iE2W8ItZEnwd++5bJbbmX7V4T/f5JSTzropzXLnAkJiYCAFasWFHptTVr1uDOnTvo378/AgMDZbf50Ucf4ZVXXkFoaCjS09OrXRypqg9ZWVk4ceIEYmNj0aJFC1n7P3ToEI4ePYratWvbPg8mEkmScOTIEc0maLVtqc1Vkic3Vk6clsfNE4gyXiP6IUpNqM3XoybkxopynhhBpLHq3Ret2zd6rlCaw7lCHZHG6k1zBe+fxCbKeEWsiZt3y2z/f/yC/Zc3iH7/pCSedVHOaxc4xo8fj7p16+K7777DN998Y9t+4cIFTJ06FQAwefLkSnlt2rRBmzZtcObMGbvtK1aswN/+9jfUqVMHaWlptgeHVWXkyJFo0aIF9u/fj/nz59u2FxcXY+LEiQ77kJ6ejj179lRqKzs7G6NGjYIkSRg/frztgZ5ERERERETeaFvuJSz6+beHp9cN9Hdjb8gIHvstKq6qX78+Fi9ejMcffxxJSUno06cPGjZsiPXr1+PatWt4/vnn0b9//0p51if9lpaW2rZduHABTz31FCwWC1q0aIFFixZh0aJFlXJHjBhh9+0m/v7+WLp0KQYMGIDJkydj+fLliIyMxJYtW3Du3DmMGDECycnJdm1s374dr7/+OiIjIxETE4Pw8HDk5eVh7969KCsrQ58+ffDmm29qdJSIiIiIiIjEd/12KT7ZmoesU1dxpbgEJWUW5FR4x0aQvy/mPa7s2Yrkebx2gQMA/vCHP2Dz5s144403sGPHDpSUlODBBx/ExIkTKy0sVOXWrVu2r6Y6cOAADhw44DAuKiqq0te39uzZE7t378aMGTOwadMm7Nu3DzExMZgyZQpeeOEF+PjYv8lm0KBBKCgowO7du7F//35cv34ddevWRUJCAp566ikkJyfbvj5RNCaTCZ07d3b6tbhGtaU2V0me3Fg5cVoeN08gyniN6IcoNaE2X4+akBsrynliBJHGqndftG7f6LlCaQ7nCnVEGqs3zRW8fxKbKON1Z028tz4HizPynOa9ldQB8dENZLXlal+0zGFdKOO136JCVeO3qBARERERkaeYm34UH2w87vA1Xx8Tvn+uFxrWCUCjkIAa/Qu+p+O3qJDHsFgsWLNmDSwWi1vbUpurJE9urJw4LY+bJxBlvEb0Q5SaUJuvR03IjRXlPDGCSGPVuy9at2/0XKE0h3OFOiKN1ZvmCt4/iU2U8bqzJv7WNwZje0Q6zDFbJCQu2Ir42RswfGEGiu6UatJfzhXi4QIHGcpsNgvRltpcJXlyY+XEaXncPIEo4zWiH6LUhNp8PWpCbqwo54kRRBqr3n3Run2j5wqlOZwr1BFprN40V/D+SWyijNddNREc4IfXh7fDzy/3RZsmIU5zs09fx5acS1W25WpftM5hXcjHBQ4iIiIiIiKqESIbBOObZ3viqfj70SkitNLrJhMQEVbb+I6RIbjAQYYKDAwUoi21uUry5MbKidPyuHkCUcZrRD9EqQm1+XrUhNxYUc4TI4g0Vr37onX7Rs8VSnM4V6gj0li9aa7g/ZPYRBmvO2uizGxB4fU72HfqGlo0DEaQf+UvX0gZ2hbtm9erti1X+6JlDutCPj5klBziQ0aJiIiIiEhUxXfL8NHmE3hvQw4AoEFwLVy5VQJnv92GBPhh7uMdMahtEwN7SUrxIaPkMSRJQm5uLrRYU3OlLbW5SvLkxsqJ0/K4eQJRxmtEP0SpCbX5etSE3FhRzhMjiDRWvfuidftGzxVKczhXqCPSWL1pruD9k9hEGK/FIuFuqRkHj+Tg+u0SXC0uwYWiOzh3/TYKrtxC3qVi5JwvwuFzN3DwzHVknbqKzPwr2J57GVtzLmHT0QtY/8t5/HiwEGuyz+K/2/MRP3s92s9Ix0tf78ekL7Pw588z8adPdmLYuz+h7Yx02+IGAFwudr640TEiFN9PSqi0uCH6/ZOSeNZFOT93d4C8hyRJOHjwIFq0aOHyVzO50pbaXCV5cmPlxGl53DyBKOM1oh+i1ITafD1qQm6sKOeJEUQaq9590bp9o+cKpTmcK9QRaazeNFcYef8UFRWFzJPXkHepuHw7YPvFVYIEySJhf/YhtG/vA5OPj+3FinEWiwUHDx5C23YmACbb69b92O/313YrbJYqbK8Yd29+eQzuyZVs2ysGyomz7bNSXyT7Ptx7TCQJJ07koUWL2zCZTL/F/xpn+XX/ZrOEMouEMoul/L9mC8yWX7eZf91eMcYs/fZ6xdfM5fnmCnkWuwEfg5ZW7DmtKL5+cC20aRKC2KZ1MbhdE3SNDHN4/ol+/6QknnNFOS5wEBERERGRMJ7/3z6kHiisJsoXX+f9Um3MyvzDWnXLA/hgc+FJd3dCCFeKS7At9zK25V7Gx1vzqon2w+v712PjS/0QEugHH5+a+Yu/t+ACBxERERGRh5AkCW+nH8WHm3JVtuCHv2//weBcJXl+AKpb3CDS1pVbpeg4c63KbDV1oTRHbnx5XMtGdeDnY4Kfrwm+Pj7w8zHhvtAgTOwbrbCfnocLHGQYk8mE9u3ba/J2KFfaUpurJE9urJw4LY+bJxBlvEb0Q5SaUJuvR03IjRXlPDGCSGPVuy9at2/0XKE0h3OFOiKN1R1zxYlLxS4sbhCRNzh+4WalbXtOXsW6XwrxxRMPCnH91Au/RYUc4reoEBEREYnn5t0yDH53M05fve3urhCRB/rm2Z7ocn+Yu7vhlKu/h/IdHGQYi8WC9PR0DBo0CD4+rn2Bjyttqc1Vkic3Vk6clsfNE4gyXiP6IUpNqM3XoybkxopynhhBpLHq3Ret2zd6rlCaw7lCHZHG6o65ok6AH9a92Adf7ynAhRt3K8VLcPxvl5KEXx9EeQLR0dG2f8F19i+d9/4TqCRJyMs7gShnDyd00pBFkpCXl1fpoYbOHvSZn5+PyMgoJw+E/G2MJ/PzERkVBRNMDscsSRJOnjyJyPsjAQUPf3S43Wm8k+2QHL6utB1HWXfLLFiz/xxKzJaqkkilkZ2bwWQCSs0SVu8/6+7uaCq0tj/+2C0ChQe3w9J8sNuvn3rhAgcZqqSkRIi21OYqyZMbKydOy+PmCUQZrxH9EKUm1ObrURNyY0U5T4wg0lj17ovW7Rs9VyjN4VyhjkhjdcdcEVTLF3/qEaW4HYvFgtWrj2HooNaqFv1Wrz6GoYPbKP4HotWrczD0kerzymOPY2jig9Uu+lUXVx6Ti6FDY2vcL3LzHu9UaVv5eFdj6NChbv8HIr37oeU+qmrr/dGdIUlSlR/nUNMXpTly4+XEWeu4JqtZ1U5ERERERESkgZr8rIqaigscZCg/P+3eNORKW2pzleTJjZUTp+Vx8wSijNeIfohSE2rz9agJubGinCdGEGmsevdF6/aNniuU5nCuUEeksXrTXMH7J7GJMl5vqgm1+Zwr9MOHjJJDfMgoERERERERGcnV30P5Dg4yjCSVPzhKizU1V9pSm6skT26snDgtj5snEGW8RvRDlJpQm69HTciNFeU8MYJIY9W7L1q3b/RcoTSHc4U6Io3Vm+YK3j+JTZTxelNNqM3nXKEvLnCQYSRJwv79+zW7GKltS22ukjy5sXLitDxunkCU8RrRD1FqQm2+HjUhN1aU88QIIo1V775o3b7Rc4XSHM4V6og0Vm+aK3j/JDZRxutNNaE2n3OFvrjAQUREREREREQejwscREREREREROTxuMBBhjGZTIiNjdXk65ZcaUttrpI8ubFy4rQ8bp5AlPEa0Q9RakJtvh41ITdWlPPECCKNVe++aN2+0XOF0hzOFeqINFZvmit4/yQ2UcbrTTWhNp9zhb74LSrkEL9FhYiIiIiIiIzEb1Ehj2GxWLB27VpYLBa3tqU2V0me3Fg5cVoeN08gyniN6IcoNaE2X4+akBsrynliBJHGqndftG7f6LlCaQ7nCnVEGqs3zRW8fxKbKOP1pppQm8+5Ql9c4CBD3b59W4i21OYqyZMbKydOy+PmCUQZrxH9EKUm1ObrURNyY0U5T4wg0lj17ovW7Rs9VyjN4Vyhjkhj9aa5gvdPYhNlvN5UE2rzOVfohwscREREREREROTxuMBBhtLygTautOXKg4S0jpX70C1vIsp4jeiHKDWhNl+PmpAbK8p5YgSRxqp3X7Ru3+i5Qs0DGLWKE+k80ZtIY/WmuYL3T2ITZbzeVBNq8zlX6IcPGSWH+JBRIiIiIiIiMhIfMkoeQ5IkFBQUQIs1NVfaUpurJE9urJw4LY+bJxBlvEb0Q5SaUJuvR03IjRXlPDGCSGPVuy9at2/0XKE0h3OFOiKN1ZvmCt4/iU2U8XpTTajN51yhLy5wkGEkScLevXs1uxipbUttrpI8ubFy4rQ8bp5AlPEa0Q9RakJtvh41ITdWlPPECCKNVe++aN2+0XOF0hzOFeqINFZvmit4/yQ2UcbrTTWhNp9zhb64wEFEREREREREHo/P4CCHQkJCUFpaipiYGE3bLSoqQkhIiNvbUpurJE9urJw4LY+bJxBlvEb0Q5SaUJuvR03IjRXlPDGCSGPVuy9at2/0XKE0h3OFOiKN1ZvmCt4/iU2U8XpTTajN51zhXG5uLvz9/VFUVKQqn+/gIIeCg4Ph7++vaZsWiwV37tyBxWJxa1tqc5XkyY2VE5ebm4sLFy4o6qsn0/I8Eb0fotSE2nw9akJurDfVhSg1YURftG7f6LlCaQ7nCnW8qSa03gfvn2ouUerCm2pCbT7niqr5+/sjODhYfQMSkUHy8vIkAFJeXp5b21KbqyRPbqycuNjYWCk2NlZRXz2ZlueJ6P0QpSbU5utRE3JjvakuRKkJI/qidftGzxVKczhXqONNNaH1Pnj/VHOJUhfeVBNq8zlX6Ivv4CAiIiIiIiIij8cFDiIiIiIiIiLyeFzgIMOEhoZixowZCA0NdWtbanOV5MmN1fKY1BSiHBMj+iFKTajN16Mm1PalJhPpeOjdF63bN3quUJrDuUIdkY6HN80VvH8SmyjHxJtqQm0+5wp98VtUiATXtm1bAMChQ4fc3BMicbAuiOyxJojssSaIKvOGuuA7OIiIiIiIiIjI4/EdHERERERERETk8fgODiIiIiIiIiLyeFzgICIiIiIiIiKPxwUOIiIiIiIiIvJ4XOAgIiIiIiIiIo/HBQ4iIiIiIiIi8nhc4CAiIiIiIiIij8cFDiIiIiIiIiLyeFzgICIiIiIiIiKPxwUOohpm8+bNGD58OCIjI2EymZCSklJtzoYNG+Dr64uoqCjd+0dkNLk1sWLFCnTv3h3169dHYGAgWrZsiddeew0lJSXGdpjIAHLr4tNPP0W/fv0QHh6OkJAQdO3aFcuWLTO2s0QGkFsTau6ziDyRknN97dq16Nq1KwIDA9GsWTO89tprMJvNxnW2Ai5wENUwN2/eRGxsLObMmYMmTZpUG3/27FmMHTsWAwcONKB3RMaTWxP169fH1KlTsWXLFhw5cgRvv/02PvroI7z00ksG9pbIGHLrYsOGDRg2bBjS0tKQlZWFJ554Ak8//TSWL19uYG+J9Ce3JpTeZxF5KrnnelZWFoYMGYKHH34YWVlZWLBgAT744AO8+uqrBva2AomIVMvMzJTefPNNaeTIkdJ9990nAZACAgKqzbt9+7Y0ffp0qVWrVlJAQIDUtGlTKTk5WSooKNC0f5GRkdKMGTOcvl5WViY9/PDD0pw5c6QZM2ZIkZGRmu6fvI+n18S9XnjhBaldu3aa9oG8T02ri0ceeUR67LHHNO0DeZeaUhNKa4fIGU+uiSeffFLq0qWL3bb33ntPCgoKkoqKijTthxx+7llWIaoZZs2ahe+++05Rzp07d9C/f39s27YNTZs2xfDhw5Gfn49PP/0Ua9aswfbt2xETE6NTj+298sorCA4OxksvvYTXX3/dkH1SzebpNVHR4cOH8cMPP/DdTeSymlQXAHDt2jVERES4Zd9UM9S0miBylSfXREZGBp5++mm7bYmJifj73/+OPXv2oE+fPrr3oSIucBC5oEePHujYsSPi4uIQFxcn662Ks2fPxrZt29CjRw+sXbsWderUAQDMmzcPU6ZMwbhx4/Dzzz/b4q9cuYIrV65U2WbdunXRqFEjRX1PTU3FsmXLkJWVBZPJpCiXyBlPrgmrOnXqoLS0FCUlJZgwYQLmz5+vqh0iq5pQF1afffYZMjMz8cEHH7jUDnm3mlQTRFrw5Jo4d+4cmjZtarfN2v+zZ88qaksThr9nhKgGQzVvJyspKZFCQ0MlANLevXsrvd6hQwcJgJSZmWnbNmPGDAlAlX/Gjh3rcH/O3k5WUFAghYeHSxs3brTbDz+iQlrzlJqoKCcnR8rOzpYWL14sNWrUSJo+fbqssRLJ5Yl1IUmStGrVKikgIEBavHhxtbFESnhqTfAjKqQXT6qJWrVqSQsXLrTbVlxcLAGQvvzyy+oHqzE+ZJTIQFu3bsW1a9cQExODzp07V3o9KSkJALB69WrbtunTp6O0tLTKP4sXL1bUj8zMTFy8eBEDBgyAn58f/Pz8MHPmTJw8eRJ+fn6K2yNSS5SaqKhly5Zo3749kpOTMWfOHLzxxhsoLi5W3R6RUiLWxf/+9z/88Y9/xH/+8x8kJyerbodIDRFrgsidRKqJpk2b4ty5c3bbrH+/950dRuBHVIgMtH//fgBAly5dHL5u3W6NAwAfHx/4+Gi7Ftm/f38cOHDAbtuHH36I7777Dunp6WjWrJmm+yNyRpSaqIokSSgtLTVsf0Si1cX//d//YdKkSViyZAmeeOIJXfZBVBXRaoLI3USqiV69euGHH37ArFmzbNvS0tIQFBSErl27ar6/6nCBg8hAp06dAgA0b97c4evW7dY4NW7evInjx48DAEpKSlBYWIh9+/ahVq1aiI2NBQCEhISgXbt2dnmNGjWCv79/pe1EehKlJoDyB3zFx8cjOjoakiRh165dmDZtGoYPH47Q0FDV+ydSSqS6mDdvHqZOnYqFCxeib9++KCwsBAD4+voiPDxc9f6JlBCpJuTGEelJpJqYMmUKHnroIUyZMgXjx4/H4cOHMX36dDz//PO254IYiQscRAa6efMmAKB27doOXw8ODraLUyMzMxP9+vWz/X3RokVYtGgRIiMjkZ+fr7pdIj2IVBO3b9/GpEmTUFBQAD8/P0RFReHFF1/E888/r3rfRGqIVBcLFiyA2WzGX//6V/z1r3+1beecQkYSqSZ4n0UiEKkmunTpgtWrV+Mf//gHPvjgAzRo0ADPPvssZs6cqXrfruACB5GBJEkCAKffWmJ93RV9+/ZV1U5KSgpSUlJc3j+REiLVxOzZszF79myX90fkKpHqgr+wkQhEqgm191lEWhKpJgBg0KBBGDRokMv71AI/mEZkoJCQEABw+sDCW7duAYBb3s5F5A6sCaLKWBdE9lgTRPZYE85xgYPIQPfffz8A4PTp0w5ft263xhHVdKwJospYF0T2WBNE9lgTznGBg8hAHTt2BADs3bvX4evW7R06dDCsT0TuxJogqox1QWSPNUFkjzXhHBc4iAzUq1cv1KtXD7m5ucjKyqr0+ooVKwAAQ4YMMbprRG7BmiCqjHVBZI81QWSPNeEcFziIDFSrVi0899xzAIDnnnvO7nNz8+bNQ3Z2NhISEhAXF+euLhIZijVBVBnrgsgea4LIHmvCOZPExwATqZaamopZs2bZ/r5z506YTCZ0797dtu2f//wnEhMTbX+/c+cO+vbti507d6Jp06bo3bs3Tp48iZ07d6JBgwbYsWMHWrZsaeg4iLTCmiCqjHVBZI81QWSPNaEdfk0skQsuXryInTt32m2TJMlu28WLF+1eDwwMxMaNG/Hmm2/iiy++wKpVqxAWFoaxY8di1qxZiIiIMKTvRHpgTRBVxrogsseaILLHmtAO38FBRERERERERB6Pz+AgIiIiIiIiIo/HBQ4iIiIiIiIi8nhc4CAiIiIiIiIij8cFDiIiIiIiIiLyeFzgICIiIiIiIiKPxwUOIiIiIiIiIvJ4XOAgIiIiIiIiIo/HBQ4iIiIiIiIi8nhc4CAiIiIiIiIij8cFDiIiIiIiIiLyeFzgICIiIiIiIiKPxwUOIiIiIiIiIvJ4XOAgIiIitykuLsb8+fPRr18/NG7cGLVq1UJYWBh69OiB6dOn49SpU+7uokcpKytD69at0aNHjyrj3nrrLZhMJphMJmzfvt1p3Llz5xAUFISJEydq3VUiIiLNcYGDiIiI3GLHjh1o1aoVJk+ejF27dqFdu3ZISkpCz549kZubi1mzZuGBBx7A+vXr3d1VQ2zatAkmkwnPPPOM6jYWLVqEY8eOYcaMGVXGLV261Pb///3vf53GNW3aFH/5y1/w0Ucf4ejRo6r7RUREZAQucBAREZHhsrOz8bvf/Q7nzp3DtGnTcOHCBWzYsAFffPEFUlNTUVhYiJUrV6J58+Y4ffq0u7vrEe7evYuZM2eiU6dOGDx4sNO4rKwsHDx4EE2aNIHJZMJXX32F0tJSp/FTp06FxWLB9OnT9eg2ERGRZrjAQURERIaSJAljxozB7du3kZKSgn//+98IDg62i/Hx8cFjjz2GPXv2oFu3bm7qqWdZsWIFLly4gD/96U9VxlnfsTFhwgT07t0bly9fRlpamtP4Zs2aoV+/fvj2229x/vx5TftMRESkJS5wEBERkaHS09Nx4MABNG/eHK+++mqVsfXq1UO7du1sf+/bty9MJhPy8/Mrxebn58NkMqFv375221NSUmAymbBkyRLs2rULQ4YMQYMGDWAymbBv3z67j4YUFhZi/PjxaN68Ofz8/PDuu+/atT9hwgRERUUhICAA4eHhSEpKQnZ2dqW+LFmyBCaTCSkpKTh16hSefPJJhIeHIygoCN26dcPq1avt4p955hn069cPAPDZZ5/Zno9hbUOOjz/+GCaTCaNHj3YaYzab8eWXXwIAxowZgzFjxgCw/8iKI08++SRKS0uxZMkSWX0hIiJyBz93d4CIiIi8S2pqKgBg1KhR8PMz7lZk8+bN+Mtf/oIHHngAAwcOxNmzZ+Hj89u/9Vy8eBFxcXEoKytDQkIC7ty5g9q1awMAtm7disTERNy4cQNt27bFsGHDcObMGXzzzTdIS0tDamqqbYGiovz8fMTFxSEwMBAJCQk4f/48tm/fjhEjRuCHH37AwIEDAQAJCQkoLCxEeno6YmJikJCQYGujU6dO1Y6tqKgIW7ZsQZs2bdCkSROncevWrUNhYSHi4+PRsmVLNGzYEJMmTcLq1atx7do1hIaGOsyzLhqlpqZi2rRp1faHiIjIHbjAQURERIbKysoCAHTp0sXQ/X766ad46623MHXqVLvtmzZtAgCkpaVh5MiR+OKLLxAYGGh7/caNGxg1ahRu376Nr7/+GklJSbbX1q9fj8TERDz99NM4ceIEatWqZdf2Z599hkmTJmHevHm2xZz33nsPL7zwAt544w3bAsf48ePRsmVLpKenIyEhQfE7JTIyMmA2mxEXF1dlnPXjKdZ3boSGhiIxMRHffPMNVqxYgfHjxzvMi46ORsOGDbFr1y7cvXsXAQEBivpHRERkBH5EhYiIiAx1+fJlAEB4eLih+23Xrh1efvllp68HBATg/ffft1vcAIDFixejsLAQL730kt3iBgAMGDAAzz77LM6cOYM1a9ZUajM6OhrvvPOO3TtVJk6ciLCwMOzYsQMlJSUujqqc9WMyrVu3dhpz8+ZNrFq1Cn5+fnjiiSds262LHVV9m4q17bt37/LbVIiISFhc4CAiIiJDSZLklv0OHToUJpPJ6etdunRBs2bNKm1ft24dAGDEiBEO86wfJ9m9e3el1/r27Qt/f3+7bX5+foiOjkZpaaltscdVFy5cAACEhYU5jVm5ciVu3bqFwYMHo2HDhrbtiYmJqF+/PrZs2YKTJ086za9fvz6A8o/yEBERiYgLHERERGQo6y/XRv+ifP/996t63fpA0/j4eLuHf1r/WN/VcenSpUq5zZs3d9hmnTp1AJR/tasWrl+/DgAICQlxGnPvx1OsatWqhVGjRkGSJCxbtsxpft26de32RUREJBo+g4OIiIgM1alTJ2RkZGDv3r2Vftl2hcViqfL1ez96Ivd1s9kMoPyhqNaHjjoSHx9faVtV7xjRUr169QCUPy/EkTNnzmDjxo0AgLlz5+L999+3e936DpClS5filVdecdiGdWHDui8iIiLRcIGDiIiIDJWYmIiFCxfi66+/xpw5cxR9k4r1IZ43b96s9FpBQYFmfayoefPmOHr0KF577TV06NBBl324qlGjRgCAK1euOHx92bJltgWgzMxMp+0cPnwYe/bsQdeuXSu9dvXqVQDGPzuFiIhILn5EhYiIiAw1ePBgtG3bFqdPn8a//vWvKmNv3LiBQ4cO2f7etGlTAMCxY8cqxa5du1bbjv5qwIABAIBVq1bp0r6VdfGmrKxMcW7Hjh0BAEeOHHH4+tKlSwGUf82rJEkO/1jfuWGNvdeRI0cQGBhY5YNMiYiI3IkLHERERGQok8mEpUuXIjAwECkpKfjHP/6B4uJiuxhJkvD999+jW7dudg/v7NOnDwDgnXfewa1bt2zb169fj3fffVeX/k6YMAHh4eGYPXs2Pv3000oPSS0uLsbnn3+O06dPu7Sf++67DwBUfUtJz5494evri127dlV6bd++fThw4AAaNGiA3//+907bGD16NADgyy+/tH0sxyo3NxeXL19G9+7d+RWxREQkLC5wEBERkeE6deqE9evXo3Hjxvj3v/+NRo0aYcCAAXjqqacwZMgQNG3aFMOHD0dBQQEiIiJseaNHj0br1q2xbds2PPjgg0hKSkJ8fDwGDRqEZ599Vpe+hoWF4dtvv0VwcDDGjRuHFi1aYMiQIfjDH/6AuLg4NG7cGGPHjnX4kFEloqKi0KFDB2RmZqJ79+5ITk7G+PHj8f3331ebGxISgt69eyMnJ6fSQov14aJJSUmVvtGlonbt2qFt27Y4f/687ZtjrDZt2gQAePTRRxWOioiIyDhc4CAiIiK36NWrF44fP465c+ciLi4O2dnZ+Oqrr5CRkYGoqCjMmDEDOTk56N+/vy0nKCgIGzZswOjRo1FUVIS0tDRYLBYsX74cEydO1LWvBw4cwJQpUxAUFISffvoJa9euxY0bNzBkyBAsX74csbGxLu9n5cqVGDFiBE6cOIHPP/8cn3zyCfbu3Ssr989//jOA8ndgWJnNZtvfn3jiiWrbsMZYF0WsvvjiC/j7++OZZ56R1RciIiJ3MEnu+jJ6IiIiItLM3bt3ERkZiUaNGiE7O1uzdk+fPo3IyEgkJSVh+fLlmrVLRESkNb6Dg4iIiKgGCAgIwPTp03HgwAGkpaVp1u7bb78NHx8fzJw5U7M2iYiI9MB3cBARERHVEGVlZWjbti3CwsKwY8cOl9s7d+4coqOjkZycjA8//FCDHhIREemHCxxERERERERE5PH4ERUiIiIiIiIi8nhc4CAiIiIiIiIij8cFDiIiIiIiIiLyeFzgICIiIiIiIiKPxwUOIiIiIiIiIvJ4XOAgIiIiIiIiIo/HBQ4iIiIiIiIi8nhc4CAiIiIiIiIij8cFDiIiIiIiIiLyeFzgICIiIiIiIiKPxwUOIiIiIiIiIvJ4XOAgIiIiIiIiIo/HBQ4iIiIiIiIi8nhc4CAiIiIiIiIij8cFDiIiIiIiIiLyeP8P1j+htOpItEAAAAAASUVORK5CYII=",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import warnings\n",
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "from scipy.signal import medfilt\n",
+ "\n",
+ "def analyze_tafel_data(df):\n",
+ "\n",
+ " INITIAL_KERNEL=49\n",
+ " FIT_KERNEL=299\n",
+ " \n",
+ " # 1. Estimate Corrosion Potential (Ecorr)\n",
+ " filtered_current = medfilt(df['i'], kernel_size=INITIAL_KERNEL)\n",
+ " ecorr_guess_index = np.argmin(filtered_current)\n",
+ " ecorr_guess = df['E'].iloc[ecorr_guess_index]\n",
+ "\n",
+ " # 2. Split data into anodic and cathodic regions\n",
+ " anodic_df = df[df['E'] > ecorr_guess]\n",
+ " cathodic_df = df[df['E'] < ecorr_guess]\n",
+ "\n",
+ " if anodic_df.empty or cathodic_df.empty:\n",
+ " warnings.warn(\"Insufficient data for Tafel fit. Ecorr guess may be incorrect.\")\n",
+ " return None\n",
+ "\n",
+ " # 3. Apply a stronger filter for cleaner fitting\n",
+ " medfilt_anodic_i = medfilt(anodic_df['i'], kernel_size=FIT_KERNEL)\n",
+ " medfilt_cathodic_i = medfilt(cathodic_df['i'], kernel_size=FIT_KERNEL)\n",
+ "\n",
+ " # 4. Perform linear fit and generate points for the fit line\n",
+ " coeff_anodic = np.polyfit(medfilt_anodic_i, anodic_df['E'], 1) \n",
+ " p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_df['E'], 1))\n",
+ " i_anodic_fit = np.linspace(medfilt_anodic_i.min(), medfilt_anodic_i.max(), 100)\n",
+ " E_anodic_fit = p_anodic(i_anodic_fit)\n",
+ "\n",
+ " coeff_cathodic = np.polyfit(medfilt_cathodic_i, cathodic_df['E'], 1)\n",
+ " p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_df['E'], 1))\n",
+ " i_cathodic_fit = np.linspace(medfilt_cathodic_i.min(), medfilt_cathodic_i.max(), 100)\n",
+ " E_cathodic_fit = p_cathodic(i_cathodic_fit)\n",
+ "\n",
+ " # 5. Calculate tangent lines\n",
+ " i_extreme_anodic = medfilt_anodic_i.max()\n",
+ " E_extreme_anodic = p_anodic(i_extreme_anodic)\n",
+ " tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
+ " log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
+ " log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
+ " E_tangent_anodic = tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic) + E_extreme_anodic\n",
+ "\n",
+ " i_extreme_cathodic = medfilt_cathodic_i.max()\n",
+ " E_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
+ " tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
+ " log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
+ " log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
+ " E_tangent_cathodic = tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic) + E_extreme_cathodic\n",
+ "\n",
+ " print(coeff_anodic)\n",
+ " print(coeff_cathodic)\n",
+ " \n",
+ " # 6. Package results into a dictionary\n",
+ " results = {\n",
+ " \"ecorr_guess\": ecorr_guess,\n",
+ " \"anodic_tangent_i\": 10**log_i_tangent_anodic,\n",
+ " \"anodic_tangent_E\": E_tangent_anodic,\n",
+ " \"cathodic_tangent_i\": 10**log_i_tangent_cathodic,\n",
+ " \"cathodic_tangent_E\": E_tangent_cathodic,\n",
+ " }\n",
+ " return results\n",
+ "\n",
+ "# =============================================================================\n",
+ "# --- Global Namespace: Analysis and Plotting ---\n",
+ "# =============================================================================\n",
+ "\n",
+ "# 1. Analyze the dataset\n",
+ "analysis_results = analyze_tafel_data(HS1_1)\n",
+ "\n",
+ "# 2. Set up the plot\n",
+ "fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
+ "ax.set_xscale('log') # Set x-axis to log scale\n",
+ "\n",
+ "ax.semilogx(\n",
+ " np.abs(HS1_1[\"i\"].to_numpy()),\n",
+ " HS1_1[\"E\"].to_numpy(), \n",
+ " markersize=5)\n",
+ "\n",
+ "# 3. Plot all data if analysis was successful\n",
+ "if analysis_results:\n",
+ " # Plot Ecorr\n",
+ " ax.axhline(\n",
+ " y=analysis_results[\"ecorr_guess\"],\n",
+ " color='green', linestyle='--', linewidth=2, alpha=0.5, label='$E_{corr}$'\n",
+ " )\n",
+ "\n",
+ " # Plot tangent lines\n",
+ " ax.plot(\n",
+ " analysis_results[\"anodic_tangent_i\"],\n",
+ " analysis_results[\"anodic_tangent_E\"],\n",
+ " 'r', linestyle='-.', linewidth=2, label='Anodic Tangent'\n",
+ " )\n",
+ " ax.plot(\n",
+ " analysis_results[\"cathodic_tangent_i\"],\n",
+ " analysis_results[\"cathodic_tangent_E\"],\n",
+ " 'b', linestyle='-.', linewidth=2, label='Cathodic Tangent'\n",
+ " )\n",
+ "\n",
+ " # 4. Configure final plot aesthetics\n",
+ " ax.set_xlabel(\"Current (A)\")\n",
+ " ax.set_ylabel(\"Potential (V)\")\n",
+ " ax.set_title(\"Tafel Plot for HS1_1\")\n",
+ " ax.legend()\n",
+ " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
+ "\n",
+ " plt.show()"
+ ]
},
{
"cell_type": "code",
@@ -514,12 +570,263 @@
"id": "89fcb5a1-e351-4014-bc1e-9a1ede37eafc",
"metadata": {},
"outputs": [],
+ "source": [
+ "\n",
+ "\n",
+ "def analyze_tafel_data(\n",
+ " data: pd.DataFrame\n",
+ ") -> dict | None:\n",
+ "\n",
+ " INITIAL_KERNEL = 49\n",
+ " FIT_KERNEL = 49\n",
+ " \n",
+ " # 1. Estimate Corrosion Potential (Ecorr) using a median filter\n",
+ " filtered_current = medfilt(data['i'], kernel_size=INITIAL_KERNEL)\n",
+ " ecorr_guess_index = np.argmin(filtered_current)\n",
+ " ecorr_guess = data['E'].iloc[ecorr_guess_index]\n",
+ "\n",
+ " # 2. Split data into anodic and cathodic regions based on Ecorr\n",
+ " anodic_data = data[data['E'] > ecorr_guess]\n",
+ " cathodic_data = data[data['E'] < ecorr_guess]\n",
+ "\n",
+ " # 3. Apply a stronger filter for a cleaner linear fit\n",
+ " medfilt_anodic_i = medfilt(anodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
+ " medfilt_cathodic_i = medfilt(cathodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
+ "\n",
+ " # 4. Perform linear fit on E vs. i for each branch\n",
+ " p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_data['E'].iloc[30:-30], 1))\n",
+ " p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_data['E'].iloc[30:-30], 1))\n",
+ "\n",
+ " # 5. Calculate tangent lines at the extreme ends of the filtered data\n",
+ " # NOTE: The following tangent slope calculation is preserved from the original script.\n",
+ " i_extreme_anodic = medfilt_anodic_i.max()\n",
+ " e_extreme_anodic = p_anodic(i_extreme_anodic)\n",
+ " tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
+ "\n",
+ " log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
+ " log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
+ " e_tangent_anodic = (\n",
+ " tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic)\n",
+ " + e_extreme_anodic\n",
+ " )\n",
+ "\n",
+ " i_extreme_cathodic = medfilt_cathodic_i.max()\n",
+ " e_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
+ " tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
+ "\n",
+ " log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
+ " log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
+ " e_tangent_cathodic = (\n",
+ " tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic)\n",
+ " + e_extreme_cathodic\n",
+ " )\n",
+ "\n",
+ " # 6. Package results into a dictionary\n",
+ " results = {\n",
+ " \"ecorr_guess\": ecorr_guess,\n",
+ " \"beta_a\": -p_anodic.coeffs[1], \n",
+ " \"beta_c\": p_cathodic.coeffs[1],\n",
+ " \"anodic_tangent_i\": 10**log_i_tangent_anodic,\n",
+ " \"anodic_tangent_E\": e_tangent_anodic,\n",
+ " \"cathodic_tangent_i\": 10**log_i_tangent_cathodic,\n",
+ " \"cathodic_tangent_E\": e_tangent_cathodic,\n",
+ " }\n",
+ " return results\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 76,
+ "id": "a17286f8-a4e7-4904-b304-8a343c2c1c51",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "def plot_tafel(data: pd.DataFrame, results: dict, title: str):\n",
+ " \"\"\"\n",
+ " Generates and displays a Tafel plot from the data and analysis results.\n",
+ "\n",
+ " Args:\n",
+ " data (pd.DataFrame): The original experimental data.\n",
+ " results (dict): The dictionary returned by analyze_tafel_data.\n",
+ " title (str): The title for the plot.\n",
+ " \"\"\"\n",
+ " fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
+ "\n",
+ " # Plot the raw experimental data\n",
+ " ax.semilogx(\n",
+ " np.abs(data[\"i\"].to_numpy()),\n",
+ " data[\"E\"].to_numpy(),\n",
+ " marker='o',\n",
+ " linestyle='',\n",
+ " markersize=3,\n",
+ " alpha=0.6,\n",
+ " label=\"Experimental Data\"\n",
+ " )\n",
+ "\n",
+ " # Plot the analysis results if available\n",
+ " if results:\n",
+ " # Ecorr line\n",
+ " ax.axhline(\n",
+ " y=results[\"ecorr_guess\"],\n",
+ " color='green',\n",
+ " linestyle='--',\n",
+ " linewidth=2,\n",
+ " label=f'$E_{{corr}}$ = {results[\"ecorr_guess\"]:.3f} V'\n",
+ " )\n",
+ " # Anodic tangent line\n",
+ " ax.plot(\n",
+ " results[\"anodic_tangent_i\"],\n",
+ " results[\"anodic_tangent_E\"],\n",
+ " color='red',\n",
+ " linestyle='-.',\n",
+ " linewidth=2,\n",
+ " label=f'Anodic Tangent {results[\"beta_a\"]}'\n",
+ " )\n",
+ " # Cathodic tangent line\n",
+ " ax.plot(\n",
+ " results[\"cathodic_tangent_i\"],\n",
+ " results[\"cathodic_tangent_E\"],\n",
+ " color='blue',\n",
+ " linestyle='-.',\n",
+ " linewidth=2,\n",
+ " label=f'Cathodic Tangent {results[\"beta_c\"]}'\n",
+ " )\n",
+ "\n",
+ " # Configure plot aesthetics\n",
+ " ax.set_xlabel(\"Absolute Current (A)\")\n",
+ " ax.set_ylabel(\"Potential (V)\")\n",
+ " ax.set_title(title)\n",
+ " ax.legend()\n",
+ " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
+ " plt.tight_layout()\n",
+ " plt.show()\n",
+ "\n",
+ "\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 77,
+ "id": "2ca6744c-7d06-4f76-845a-1ab7f979a9ec",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "beta_a 0.1839147086435225\n",
+ "beta_c -0.1821741558893317\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# =============================================================================\n",
+ "# --- Main Execution Block ---\n",
+ "# =============================================================================\n",
+ "\n",
+ "# 1. Analyze the dataset\n",
+ "analysis_results = analyze_tafel_data(HS1_1)\n",
+ "print(f\"beta_a {analysis_results['beta_a']}\")\n",
+ "print(f\"beta_c {analysis_results['beta_c']}\")\n",
+ "\n",
+ "# 2. Plot the results\n",
+ "if analysis_results:\n",
+ " plot_tafel(HS1_1, analysis_results, title=\"Tafel Plot for HS1_1\")\n",
+ "else:\n",
+ " print(\"Analysis could not be completed.\")\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 78,
+ "id": "d88cffa3-f006-4612-903c-6863fe28110d",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "--- Butler-Volmer Kinetic Parameters ---\n",
+ "Anodic Charge Transfer Coefficient (α_a): 0.7785\n",
+ "Cathodic Charge Transfer Coefficient (α_c): 0.5499\n",
+ "\n",
+ "--- Next Step: Finding the Exchange Current Density (j₀) ---\n",
+ "The exchange current density (j₀) is found from your Tafel plot.\n",
+ "It is the current density value where the anodic and cathodic tangent lines intersect.\n",
+ "This point corresponds to the equilibrium potential (where overpotential η = 0).\n"
+ ]
+ }
+ ],
+ "source": [
+ "import math\n",
+ "\n",
+ "# --- 1. Define Physical Constants ---\n",
+ "R = 8.314 # Ideal Gas Constant (J/(mol·K))\n",
+ "F = 96485 # Faraday Constant (C/mol)\n",
+ "n = 2 # Number of electrons transferred in your electrochemical reaction.\n",
+ "\n",
+ "# --- 2. Provide Your Experimental Data Here ---\n",
+ "anodic_slope = 0.038 # Example value in V/decade, replace with your own.\n",
+ "cathodic_slope = -0.0538 # Example value in V/decade, replace with your own.\n",
+ "\n",
+ "# --- 3. Calculations ---\n",
+ "# The temperature at which the experiment was conducted.\n",
+ "temp_kelvin = 25.0 + 273.15\n",
+ "\n",
+ "\n",
+ "# Calculate the anodic charge transfer coefficient (alpha_a)\n",
+ "# This value represents the fraction of the potential that assists the oxidation reaction.\n",
+ "try:\n",
+ " alpha_a = (2.303 * R * temp_kelvin) / (anodic_slope * n * F)\n",
+ " alpha_c = -(2.303 * R * temp_kelvin) / (cathodic_slope * n * F) \n",
+ "except ZeroDivisionError as e:\n",
+ " print(\"Slope is zero, what happened?\")\n",
+ " print(e)\n",
+ " \n",
+ "\n",
+ "# --- 4. Display the Results ---\n",
+ "print(\"--- Butler-Volmer Kinetic Parameters ---\")\n",
+ "print(f\"Anodic Charge Transfer Coefficient (α_a): {alpha_a:.4f}\")\n",
+ "print(f\"Cathodic Charge Transfer Coefficient (α_c): {alpha_c:.4f}\")\n",
+ "print(\"\\n--- Next Step: Finding the Exchange Current Density (j₀) ---\")\n",
+ "print(\"The exchange current density (j₀) is found from your Tafel plot.\")\n",
+ "print(\"It is the current density value where the anodic and cathodic tangent lines intersect.\")\n",
+ "print(\"This point corresponds to the equilibrium potential (where overpotential η = 0).\")\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2b103a62-8b25-4f78-bbe3-3cf25644df78",
+ "metadata": {},
+ "outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a17286f8-a4e7-4904-b304-8a343c2c1c51",
+ "id": "92f40d16-49c1-487f-8b83-f05fc3a5b851",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "8a4643c2-60e6-4645-9d23-d13c6c410337",
"metadata": {},
"outputs": [],
"source": []
diff --git a/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/TAFEL-checkpoint.ipynb b/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/TAFEL-checkpoint.ipynb
new file mode 100644
index 0000000..d1d1630
--- /dev/null
+++ b/electrochemical_OCP_EIS_LPR/.ipynb_checkpoints/TAFEL-checkpoint.ipynb
@@ -0,0 +1,651 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "a39d7464-a111-4ac6-80b0-bcaa20aa81fa",
+ "metadata": {},
+ "source": [
+ "## Imports"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 118,
+ "id": "0dbb86a3-8915-43d6-b821-379ab76b2849",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import pandas as pd\n",
+ "import matplotlib.pyplot as plt\n",
+ "import scipy.optimize\n",
+ "from scipy.signal import medfilt\n",
+ "from scipy.optimize import curve_fit\n",
+ "\n",
+ "import warnings"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "79273c57-b22e-4b9b-ad97-8b788969a4a6",
+ "metadata": {},
+ "source": [
+ "## Data Loading"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 70,
+ "id": "9a43783f-d1bb-4c79-ae93-843086a00a26",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# --- Data Loading ---\n",
+ "\n",
+ "def lpr_cor_import(filename):\n",
+ " \"\"\" Import cor file as pandas dataframe.\"\"\"\n",
+ "\n",
+ " try: \n",
+ " df = pd.read_csv(\n",
+ " filename,\n",
+ " skiprows=26,\n",
+ " sep='\\s+',\n",
+ " header=None,\n",
+ " names=[\"E\", \"i\", \"T\"],\n",
+ " ) \n",
+ " df.drop(columns=[\"T\"], inplace=True)\n",
+ " df[\"E\"] = df[\"E\"]*1e3 # Convert it to mV\n",
+ " \n",
+ " except FileNotFoundError as e:\n",
+ " print(f\"Error: File was not found.\")\n",
+ " print(e.message)\n",
+ " print(e.args)\n",
+ " return None\n",
+ " except Exception as e:\n",
+ " print(f\"Error reading the CSV file: {e}\")\n",
+ " return None \n",
+ " else:\n",
+ " return df"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 71,
+ "id": "6a2888b4-e151-4fae-97d5-7de521fb7b48",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "HS1_1 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_1.cor\")\n",
+ "HS1_2 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_2.cor\")\n",
+ "HS1_3 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_3.cor\")\n",
+ "HS1_4 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_4.cor\")\n",
+ "HS1_5 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_5.cor\")\n",
+ "HS1_6 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_6.cor\")\n",
+ "\n",
+ "# Keep it in the same cell to keep df reproducible, even if Vi clicks it multiple times\n",
+ "area = 2 #cm^2\n",
+ "\n",
+ "for df in [HS1_1, HS1_2, HS1_3, HS1_4, HS1_5, HS1_6]:\n",
+ " df[\"i\"] = np.abs(df[\"i\"]/area) # Current density\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 72,
+ "id": "0ad5c189-9bd6-4291-bdee-8b75fdd5a3cd",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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+ "text/plain": [
+ " E i\n",
+ "0 -206.795 7.859750e-11\n",
+ "1 -206.805 5.445100e-11\n",
+ "2 -206.809 6.106750e-11\n",
+ "3 -206.795 5.972600e-11\n",
+ "4 -206.780 5.621750e-11\n",
+ "... ... ...\n",
+ "3999 -166.870 7.752900e-11\n",
+ "4000 -166.854 7.931000e-11\n",
+ "4001 -166.857 7.781400e-11\n",
+ "4002 -166.850 7.296700e-11\n",
+ "4003 -166.846 6.987300e-11\n",
+ "\n",
+ "[4004 rows x 2 columns]"
+ ]
+ },
+ "execution_count": 72,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "HS1_1 "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "e293bb10-9bb3-43ab-858b-7a9c42f1f5f6",
+ "metadata": {},
+ "source": [
+ "# Coding part!\n",
+ "\n",
+ "Separate code into analyze and plotting, with all answers in a dict.\n",
+ "Can't believe it took me this long to really do it this way :|"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 231,
+ "id": "06ac7ed7-98de-48bb-a6de-1c6571d2808d",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Anodic n = b_a*log(i/i_a) b_a = 5.08 mV/decade i_a = 5.21e-12 A/cm2\n",
+ "Cathodic n = -b_c*log(i/i_c) b_c = 6.96 mV/decade i_c = 4.18e-12 A/cm2\n"
+ ]
+ },
+ {
+ "data": {
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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
+ "data = HS1_1\n",
+ "\n",
+ "INITIAL_KERNEL = 29\n",
+ "FIT_KERNEL = 99\n",
+ "\n",
+ "# Plot the raw experimental data\n",
+ "ax.semilogx(np.abs(data[\"i\"].to_numpy()), data[\"E\"].to_numpy(),\n",
+ " marker='o', linestyle='', markersize=3, alpha=0.6, label=\"Experimental Data\")\n",
+ "\n",
+ "# 1. Estimate Corrosion Potential (Ecorr) using a median filter\n",
+ "ecorr_guess = data['E'].iloc[np.argmin(medfilt(data['i'], kernel_size=INITIAL_KERNEL))]\n",
+ "\n",
+ "# 2. Split data into anodic and cathodic regions based on Ecorr\n",
+ "anodic_data = data[data['E'] > ecorr_guess]\n",
+ "cathodic_data = data[data['E'] < ecorr_guess]\n",
+ "\n",
+ "# 3. Perform curve fit on E vs. i for each branch\n",
+ "medfilt_anodic_i = medfilt(anodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
+ "medfilt_cathodic_i = medfilt(cathodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
+ "\n",
+ "def log_func(i, b, i_0):\n",
+ " with np.errstate(divide='ignore', invalid='ignore'):\n",
+ " result = b * np.log(np.abs(i)/i_0)\n",
+ " return np.nan_to_num(result, nan=np.inf)\n",
+ "\n",
+ "max_calls = 50000\n",
+ "popt_anodic, _ = curve_fit(log_func, \n",
+ " medfilt(anodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL),\n",
+ " anodic_data['E'].iloc[30:-30] - ecorr_guess,\n",
+ " p0=[0.05*1e3, 1e-11],\n",
+ " maxfev=max_calls)\n",
+ "popt_cathodic, _ = curve_fit(log_func, \n",
+ " medfilt(cathodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL),\n",
+ " cathodic_data['E'].iloc[30:-30] - ecorr_guess,\n",
+ " p0=[-0.05*1e3, 1e-11], \n",
+ " maxfev=max_calls)\n",
+ "beta_a = popt_anodic[0]\n",
+ "beta_c = -popt_cathodic[0]\n",
+ "i_a = popt_anodic[1]\n",
+ "i_c = popt_cathodic[1]\n",
+ "\n",
+ "print(f\"Anodic n = b_a*log(i/i_a) b_a = {beta_a:.2f} mV/decade i_a = {i_a:.2e} A/cm2\")\n",
+ "print(f\"Cathodic n = -b_c*log(i/i_c) b_c = {beta_c:.2f} mV/decade i_c = {i_c:.2e} A/cm2\")\n",
+ "\n",
+ "p_anodic = lambda x: log_func(x, *popt_anodic) + ecorr_guess\n",
+ "p_cathodic = lambda x: log_func(x, *popt_cathodic) + ecorr_guess\n",
+ "\n",
+ "ax.semilogx(np.logspace(-10,-11, 100), p_anodic(np.logspace(-10,-11, 100)), label=\"anodic fit\")\n",
+ "ax.semilogx(np.logspace(-10,-11, 100), p_cathodic(np.logspace(-10,-11, 100)), label=\"cathodic fit\")\n",
+ "\n",
+ "# Configure plot aesthetics\n",
+ "ax.set_xlabel(\"Current (A)\")\n",
+ "ax.set_ylabel(\"Potential (mV)\")\n",
+ "ax.legend()\n",
+ "ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
+ "plt.tight_layout()\n",
+ "plt.show()\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "fab64beb-db57-4c60-b9fb-2ce07ab639ba",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "96009967-9972-4e11-9e72-15189c6a77a4",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e76574ce-46ca-4a5d-87e1-9d904bca1988",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "a1feaa44-c2fd-4bd2-99a8-9f150a8c08db",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "fcdf92cc-cff0-4883-98fd-6971415c668d",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "0498fab4-2e2a-4b04-8775-856a62f25ed5",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "b5a5be5a-7a45-4624-83a2-daf6e01af1ec",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "533b5b34-9ea5-434c-85bc-73b857040979",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "697cc70c-85f4-4a53-b16a-ffcfa55b125d",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "6a9ca7c7-3b86-458b-8116-4961af6dc513",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "markdown",
+ "id": "bec9f9bc-b531-470e-9c27-a89b512e97ba",
+ "metadata": {},
+ "source": [
+ "## Analyze Tafel Data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 232,
+ "id": "d87b07b6-f893-4d5f-b06a-09643d170939",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "\n",
+ "def analyze_tafel_data(\n",
+ " data: pd.DataFrame\n",
+ ") -> dict | None:\n",
+ "\n",
+ " INITIAL_KERNEL = 29\n",
+ " FIT_KERNEL = 99\n",
+ " \n",
+ " # 1. Estimate Corrosion Potential (Ecorr) using a median filter\n",
+ " ecorr_guess = data['E'].iloc[np.argmin(medfilt(data['i'], kernel_size=INITIAL_KERNEL))]\n",
+ "\n",
+ " # 2. Split data into anodic and cathodic regions based on Ecorr\n",
+ " anodic_data = data[data['E'] > ecorr_guess]\n",
+ " cathodic_data = data[data['E'] < ecorr_guess]\n",
+ " if anodic_data.empty or cathodic_data.empty:\n",
+ " warnings.warn(\"No data in anodic or cathodic regions?. Ecorr guess may be incorrect.\") \n",
+ "\n",
+ " # 3. Perform linear fit on E vs. i for each branch\n",
+ " medfilt_anodic_i = medfilt(anodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
+ " p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_data['E'].iloc[30:-30], 1))\n",
+ " medfilt_cathodic_i = medfilt(cathodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
+ " p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_data['E'].iloc[30:-30], 1))\n",
+ "\n",
+ " # 4. Calculate the tangent at the extreme ends of the filtered data\n",
+ " i_extreme_anodic = medfilt_anodic_i.max()\n",
+ " e_extreme_anodic = p_anodic(i_extreme_anodic)\n",
+ " tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
+ "\n",
+ " i_extreme_cathodic = medfilt_cathodic_i.max()\n",
+ " e_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
+ " tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
+ " \n",
+ " # 5. Calculate tangent lines \n",
+ " log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
+ " log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
+ " e_tangent_anodic = (\n",
+ " tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic)\n",
+ " + e_extreme_anodic\n",
+ " )\n",
+ "\n",
+ " log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
+ " log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
+ " e_tangent_cathodic = (\n",
+ " tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic)\n",
+ " + e_extreme_cathodic\n",
+ " )\n",
+ "\n",
+ "\n",
+ " # --- 3. Calculations ---\n",
+ " temp_kelvin = 25.0 + 273.15\n",
+ " R = 8.314 # Ideal Gas Constant (J/(mol·K))\n",
+ " F = 96485 # Faraday Constant (C/mol)\n",
+ " n = 2 # Number of electrons transferred in your electrochemical reaction. \n",
+ " \n",
+ " # Calculate the anodic charge transfer coefficient (alpha_a)\n",
+ " # This value represents the fraction of the potential that assists the oxidation reaction.\n",
+ " try:\n",
+ " alpha_a = (2.303 * R * temp_kelvin) / (1000 * tangent_slope_anodic * n * F)\n",
+ " alpha_c = -(2.303 * R * temp_kelvin) / (1000 * tangent_slope_cathodic * n * F) \n",
+ " except ZeroDivisionError as e:\n",
+ " print(\"Slope is zero, what happened?\")\n",
+ " print(e)\n",
+ " \n",
+ " \n",
+ " # 6. Package results into a dictionary\n",
+ " results = {\n",
+ " \"ecorr_guess\": ecorr_guess,\n",
+ " \"beta_a\": tangent_slope_anodic, \n",
+ " \"beta_c\": tangent_slope_cathodic,\n",
+ " \"anodic_tangent_i\": 10**log_i_tangent_anodic,\n",
+ " \"anodic_tangent_E\": e_tangent_anodic,\n",
+ " \"cathodic_tangent_i\": 10**log_i_tangent_cathodic,\n",
+ " \"cathodic_tangent_E\": e_tangent_cathodic,\n",
+ " \n",
+ " }\n",
+ " return results"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "967c80c8-6271-405d-98e6-f2699a657fc5",
+ "metadata": {},
+ "source": [
+ "## Plotting code\n",
+ "\n",
+ "Plot the additional stuff only if you have results.\n",
+ "Use the same function for everything\n",
+ "Again, why didn't I do this earlier :|\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 233,
+ "id": "a49005dc-a2b9-4cf1-9ad8-e4f549bda1fd",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def plot_tafel(data: pd.DataFrame, results: dict):\n",
+ " \"\"\"\n",
+ " Generates and displays a Tafel plot from the data and analysis results.\n",
+ "\n",
+ " Args:\n",
+ " data (pd.DataFrame): The original experimental data.\n",
+ " results (dict): The dictionary returned by analyze_tafel_data.\n",
+ " \"\"\"\n",
+ " fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
+ "\n",
+ " # Plot the raw experimental data\n",
+ " ax.semilogx(\n",
+ " np.abs(data[\"i\"].to_numpy()), data[\"E\"].to_numpy(),\n",
+ " marker='o', linestyle='', markersize=3, alpha=0.6, label=\"Experimental Data\"\n",
+ " )\n",
+ "\n",
+ " # Plot the analysis results if available\n",
+ " if results:\n",
+ " \n",
+ " ax.axhline( # Ecorr line\n",
+ " y=results[\"ecorr_guess\"],\n",
+ " color='green', linestyle='--', linewidth=2,\n",
+ " label=f'$E_{{corr}}$ = {results[\"ecorr_guess\"]:.2f} mV'\n",
+ " )\n",
+ " \n",
+ " ax.plot( # Anodic tangent line\n",
+ " results[\"anodic_tangent_i\"], results[\"anodic_tangent_E\"],\n",
+ " color='red', linestyle='-.', linewidth=2,\n",
+ " label=f'Anodic Tangent {results[\"beta_a\"]:.2f}'\n",
+ " )\n",
+ " \n",
+ " ax.plot( # Cathodic tangent line\n",
+ " results[\"cathodic_tangent_i\"], results[\"cathodic_tangent_E\"],\n",
+ " color='blue', linestyle='-.', linewidth=2,\n",
+ " label=f'Cathodic Tangent {results[\"beta_c\"]:.2f}'\n",
+ " )\n",
+ "\n",
+ " bx = ax.twinx() \n",
+ " ymin, ymax = ax.get_ylim()\n",
+ " bx.set_ylim(ymin-results[\"ecorr_guess\"], ymax-results[\"ecorr_guess\"])\n",
+ " bx.set_ylabel(\"Overpotential (mV)\")\n",
+ " \n",
+ " # Configure plot aesthetics\n",
+ " ax.set_xlabel(\"Current (A)\")\n",
+ " ax.set_ylabel(\"Potential (mV)\")\n",
+ " ax.legend()\n",
+ " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
+ " plt.tight_layout()\n",
+ " plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d83b0f6a-2961-4381-941f-2eda09ab713c",
+ "metadata": {},
+ "source": [
+ "# Funspace"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 235,
+ "id": "2f0f4d93-90bd-4ea0-b481-5d2d0c0d35c5",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "alpha_a 38.63008297021084\n",
+ "alpha_c -53.89894810425625\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# =============================================================================\n",
+ "# --- Main Execution Block ---\n",
+ "# =============================================================================\n",
+ "\n",
+ "# 1. Analyze the dataset\n",
+ "analysis_results = analyze_tafel_data(HS1_1)\n",
+ "print(f\"alpha_a {analysis_results['beta_a']}\")\n",
+ "print(f\"alpha_c {analysis_results['beta_c']}\")\n",
+ "\n",
+ "\n",
+ "# 2. Plot the results\n",
+ "if analysis_results:\n",
+ " plot_tafel(HS1_1, analysis_results)\n",
+ "else:\n",
+ " print(\"Analysis could not be completed.\")\n",
+ "\n",
+ "#print(analysis_results)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "7a6fb1f0-efb2-4c23-83d7-1079955624a7",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "cf05eadf-1b38-403c-854f-59cd2a3a8fde",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2b5b05ad-31cd-4142-818f-003967634f80",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.16"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/electrochemical_OCP_EIS_LPR/LPR.ipynb b/electrochemical_OCP_EIS_LPR/LPR.ipynb
index 1109fa9..c1a4c78 100644
--- a/electrochemical_OCP_EIS_LPR/LPR.ipynb
+++ b/electrochemical_OCP_EIS_LPR/LPR.ipynb
@@ -10,7 +10,7 @@
},
{
"cell_type": "code",
- "execution_count": 118,
+ "execution_count": 9,
"id": "390c33fa-ab42-4d69-ac06-604beb2c69db",
"metadata": {},
"outputs": [],
@@ -20,6 +20,9 @@
"import matplotlib.pyplot as plt\n",
"import scipy.optimize\n",
"from impedance.models.circuits import CustomCircuit\n",
+ "\n",
+ "from scipy.signal import medfilt as medfilt\n",
+ "\n",
"# from impedance.visualization import plot_nyquist # Kept if you want to switch plotting methods"
]
},
@@ -33,13 +36,9 @@
},
{
"cell_type": "code",
- "execution_count": 119,
+ "execution_count": 10,
"id": "9154f27a-5a02-4156-8105-b384205d6416",
- "metadata": {
- "jupyter": {
- "source_hidden": true
- }
- },
+ "metadata": {},
"outputs": [],
"source": [
"# --- Data Loading ---\n",
@@ -69,7 +68,7 @@
},
{
"cell_type": "code",
- "execution_count": 127,
+ "execution_count": 11,
"id": "4d796ec7-48d9-4a23-bd98-c607067d330d",
"metadata": {},
"outputs": [],
@@ -87,15 +86,12 @@
"kernel_size = 5\n",
"\n",
"for df in [HS1_1, HS1_2, HS1_3, HS1_4, HS1_5, HS1_6]:\n",
- " df[\"i\"] = np.abs(df[\"i\"]/area) # Current density\n",
- " #df[\"i\"] = medfilt(df[\"i\"], kernel_size=kernel_size)\n",
- " df.drop(df.head(60).index, inplace=True)\n",
- " df.drop(df.tail(60).index, inplace=True)"
+ " df[\"i\"] = np.abs(df[\"i\"]/area) # Current density\n"
]
},
{
"cell_type": "code",
- "execution_count": 128,
+ "execution_count": 12,
"id": "26ab42ec-9576-4335-a38b-49762228f823",
"metadata": {},
"outputs": [
@@ -127,34 +123,34 @@
" \n",
" \n",
" \n",
- " 60 | \n",
- " -0.206243 | \n",
- " 4.571450e-11 | \n",
- " 6.1 | \n",
+ " 0 | \n",
+ " -0.206795 | \n",
+ " 7.859750e-11 | \n",
+ " 0.1 | \n",
"
\n",
" \n",
- " 61 | \n",
- " -0.206232 | \n",
- " 4.584480e-11 | \n",
- " 6.2 | \n",
+ " 1 | \n",
+ " -0.206805 | \n",
+ " 5.445100e-11 | \n",
+ " 0.2 | \n",
"
\n",
" \n",
- " 62 | \n",
- " -0.206221 | \n",
- " 4.593445e-11 | \n",
- " 6.3 | \n",
+ " 2 | \n",
+ " -0.206809 | \n",
+ " 6.106750e-11 | \n",
+ " 0.3 | \n",
"
\n",
" \n",
- " 63 | \n",
- " -0.206212 | \n",
- " 4.600095e-11 | \n",
- " 6.4 | \n",
+ " 3 | \n",
+ " -0.206795 | \n",
+ " 5.972600e-11 | \n",
+ " 0.4 | \n",
"
\n",
" \n",
- " 64 | \n",
- " -0.206202 | \n",
- " 4.606290e-11 | \n",
- " 6.5 | \n",
+ " 4 | \n",
+ " -0.206780 | \n",
+ " 5.621750e-11 | \n",
+ " 0.5 | \n",
"
\n",
" \n",
" ... | \n",
@@ -163,58 +159,58 @@
" ... | \n",
"
\n",
" \n",
- " 3939 | \n",
- " -0.167438 | \n",
- " 7.020500e-11 | \n",
- " 394.0 | \n",
+ " 3999 | \n",
+ " -0.166870 | \n",
+ " 7.752900e-11 | \n",
+ " 400.0 | \n",
"
\n",
" \n",
- " 3940 | \n",
- " -0.167428 | \n",
- " 7.005000e-11 | \n",
- " 394.1 | \n",
+ " 4000 | \n",
+ " -0.166854 | \n",
+ " 7.931000e-11 | \n",
+ " 400.1 | \n",
"
\n",
" \n",
- " 3941 | \n",
- " -0.167417 | \n",
- " 6.993800e-11 | \n",
- " 394.2 | \n",
+ " 4001 | \n",
+ " -0.166857 | \n",
+ " 7.781400e-11 | \n",
+ " 400.2 | \n",
"
\n",
" \n",
- " 3942 | \n",
- " -0.167407 | \n",
- " 6.988100e-11 | \n",
- " 394.3 | \n",
+ " 4002 | \n",
+ " -0.166850 | \n",
+ " 7.296700e-11 | \n",
+ " 400.3 | \n",
"
\n",
" \n",
- " 3943 | \n",
- " -0.167398 | \n",
- " 6.985750e-11 | \n",
- " 394.4 | \n",
+ " 4003 | \n",
+ " -0.166846 | \n",
+ " 6.987300e-11 | \n",
+ " 400.4 | \n",
"
\n",
" \n",
"\n",
- "3884 rows × 3 columns
\n",
+ "4004 rows × 3 columns
\n",
""
],
"text/plain": [
" E i T\n",
- "60 -0.206243 4.571450e-11 6.1\n",
- "61 -0.206232 4.584480e-11 6.2\n",
- "62 -0.206221 4.593445e-11 6.3\n",
- "63 -0.206212 4.600095e-11 6.4\n",
- "64 -0.206202 4.606290e-11 6.5\n",
+ "0 -0.206795 7.859750e-11 0.1\n",
+ "1 -0.206805 5.445100e-11 0.2\n",
+ "2 -0.206809 6.106750e-11 0.3\n",
+ "3 -0.206795 5.972600e-11 0.4\n",
+ "4 -0.206780 5.621750e-11 0.5\n",
"... ... ... ...\n",
- "3939 -0.167438 7.020500e-11 394.0\n",
- "3940 -0.167428 7.005000e-11 394.1\n",
- "3941 -0.167417 6.993800e-11 394.2\n",
- "3942 -0.167407 6.988100e-11 394.3\n",
- "3943 -0.167398 6.985750e-11 394.4\n",
+ "3999 -0.166870 7.752900e-11 400.0\n",
+ "4000 -0.166854 7.931000e-11 400.1\n",
+ "4001 -0.166857 7.781400e-11 400.2\n",
+ "4002 -0.166850 7.296700e-11 400.3\n",
+ "4003 -0.166846 6.987300e-11 400.4\n",
"\n",
- "[3884 rows x 3 columns]"
+ "[4004 rows x 3 columns]"
]
},
- "execution_count": 128,
+ "execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
@@ -225,13 +221,13 @@
},
{
"cell_type": "code",
- "execution_count": 129,
+ "execution_count": 13,
"id": "4d717162-2cbf-4d0b-acf5-d7b2528539c7",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
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",
"text/plain": [
""
]
@@ -273,17 +269,13 @@
},
{
"cell_type": "code",
- "execution_count": 130,
+ "execution_count": 14,
"id": "87f8f180-e850-4154-aeab-c2e6fc8d78bc",
- "metadata": {
- "jupyter": {
- "source_hidden": true
- }
- },
+ "metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
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",
"text/plain": [
""
]
@@ -342,13 +334,13 @@
},
{
"cell_type": "code",
- "execution_count": 145,
+ "execution_count": 20,
"id": "86ed1f2e-7df6-49a3-b8fb-77401c877cdc",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
""
]
@@ -363,150 +355,214 @@
"import matplotlib.pyplot as plt\n",
"from scipy.signal import medfilt\n",
"\n",
+ "# --- 1. Initial Setup ---\n",
+ "fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
"\n",
- "# --- 1. Initial Prep ---\n",
- "fig, ax = plt.subplots(figsize=(8, 4), dpi=150) \n",
- "\n",
- "# Apply a median filter to the current data to smooth out noise\n",
- "KERNEL_SIZE_INITIAL = 49 \n",
+ "# --- 2. Data Preparation ---\n",
+ "# Apply a median filter to smooth the current data.\n",
+ "KERNEL_SIZE_INITIAL = 49\n",
"filtered_current = medfilt(HS1_1['i'], kernel_size=KERNEL_SIZE_INITIAL)\n",
"\n",
- "# Plot the filtered experimental data on a semilog x-axis\n",
- "ax.semilogx(medfilt_anodic_i, anodic_df[\"E\"], 'o', markersize=1, label=\"Anodic Data (Filtered)\")\n",
- "ax.semilogx(medfilt_cathodic_i, cathodic_df[\"E\"], 'o', markersize=1, label=\"Cathodic Data (Filtered)\")\n",
- "\n",
- "\n",
- "# --- 2. Data Segmentation for Tafel Analysis ---\n",
- "\n",
- "# Estimate the corrosion potential (Ecorr) by finding the potential\n",
- "# at the minimum value of the smoothed current.\n",
+ "# Estimate corrosion potential (Ecorr) at the minimum smoothed current.\n",
"ecorr_guess_index = np.argmin(filtered_current)\n",
"ecorr_guess = HS1_1['E'].iloc[ecorr_guess_index]\n",
"\n",
- "# Plot the estimated Ecorr as a horizontal dashed line\n",
- "ax.axhline(y=ecorr_guess, color='green', linestyle='--', linewidth=2, alpha=0.5, label='Ecorr Guess')\n",
- "\n",
- "# Split the dataset into anodic and cathodic regions based on the Ecorr guess\n",
+ "# Split data into anodic and cathodic regions based on Ecorr.\n",
"anodic_df = HS1_1[HS1_1['E'] > ecorr_guess]\n",
"cathodic_df = HS1_1[HS1_1['E'] < ecorr_guess]\n",
"\n",
- "# Check if the dataframes are empty and issue a warning if so\n",
"if anodic_df.empty or cathodic_df.empty:\n",
- " warnings.warn(\"Warning: Insufficient data for a linear Tafel fit. Your Ecorr guess may be incorrect.\")\n",
- "\n",
+ " warnings.warn(\"Insufficient data for Tafel fit. Ecorr guess may be incorrect.\")\n",
"\n",
"# --- 3. Advanced Filtering and Curve Fitting ---\n",
- "\n",
- "# Define a larger kernel size for more aggressive filtering of the segmented data\n",
+ "# Apply a stronger median filter for cleaner fitting.\n",
"KERNEL_SIZE_FIT = 299\n",
- "\n",
- "# Apply median filter to the current in both anodic and cathodic regions\n",
"medfilt_anodic_i = medfilt(anodic_df[\"i\"], kernel_size=KERNEL_SIZE_FIT)\n",
"medfilt_cathodic_i = medfilt(cathodic_df[\"i\"], kernel_size=KERNEL_SIZE_FIT)\n",
"\n",
- "# Perform a linear fit (degree 1) for the Tafel plots (E vs. log(i))\n",
- "# Note: We fit E as a function of the filtered current\n",
+ "# Perform linear fit on E vs. current (for semilog plot).\n",
"p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_df[\"E\"], 1))\n",
"p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_df[\"E\"], 1))\n",
"\n",
- "# Generate points for the fit lines for a smooth plot\n",
+ "# --- 4. Plotting ---\n",
+ "# Plot filtered experimental data.\n",
+ "ax.semilogx(medfilt_anodic_i, anodic_df[\"E\"], 'o', markersize=1, label=\"Anodic Data\")\n",
+ "ax.semilogx(medfilt_cathodic_i, cathodic_df[\"E\"], 'o', markersize=1, label=\"Cathodic Data\")\n",
+ "\n",
+ "# Plot Ecorr and Tafel fit lines.\n",
+ "ax.axhline(y=ecorr_guess, color='green', linestyle='--', linewidth=2, alpha=0.5, label='$E_{corr}$')\n",
"i_anodic_fit = np.linspace(medfilt_anodic_i.min(), medfilt_anodic_i.max(), 100)\n",
+ "#ax.plot(i_anodic_fit, p_anodic(i_anodic_fit), 'r--', label='Anodic Fit')\n",
"i_cathodic_fit = np.linspace(medfilt_cathodic_i.min(), medfilt_cathodic_i.max(), 100)\n",
+ "#ax.plot(i_cathodic_fit, p_cathodic(i_cathodic_fit), 'b--', label='Cathodic Fit')\n",
"\n",
- "# Plot the Tafel fit lines\n",
- "ax.plot(i_anodic_fit, p_anodic(i_anodic_fit), 'r--', label='Anodic Fit')\n",
- "ax.plot(i_cathodic_fit, p_cathodic(i_cathodic_fit), 'b--', label='Cathodic Fit')\n",
+ "# --- 5. Tangent Line Calculation and Plotting ---\n",
+ "# Anodic Tangent\n",
+ "i_extreme_anodic = medfilt_anodic_i.max()\n",
+ "E_extreme_anodic = p_anodic(i_extreme_anodic)\n",
+ "tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
+ "log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
+ "log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
+ "E_tangent_anodic = tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic) + E_extreme_anodic\n",
+ "ax.plot(10**log_i_tangent_anodic, E_tangent_anodic, 'm', linestyle='-.', linewidth=2, label='Anodic Tangent')\n",
"\n",
+ "# Cathodic Tangent\n",
+ "i_extreme_cathodic = medfilt_cathodic_i.max()\n",
+ "E_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
+ "tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
+ "log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
+ "log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
+ "E_tangent_cathodic = tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic) + E_extreme_cathodic\n",
+ "ax.plot(10**log_i_tangent_cathodic, E_tangent_cathodic, 'c', linestyle='-.', linewidth=2, label='Cathodic Tangent')\n",
"\n",
- "# --- 4. Tangent Line Calculation and Plotting ---\n",
- "\n",
- "def plot_tangent(p_fit, filtered_i, color, label):\n",
- " \"\"\"Calculates and plots the tangent line at the point of maximum current.\"\"\"\n",
- " # Point of tangency\n",
- " i_extreme = filtered_i.max()\n",
- " E_extreme = p_fit(i_extreme)\n",
- "\n",
- " # Slope of the tangent on a semilog plot (dE/d(log10(i)))\n",
- " # dE/di is the slope of the linear fit (p_fit.coeffs[0])\n",
- " # di/d(log10(i)) = i * ln(10)\n",
- " tangent_slope = p_fit.coeffs[0] * (i_extreme * np.log(10))\n",
- "\n",
- " # Equation of the tangent line: E = m*(log10(i) - log10(i_0)) + E_0\n",
- " log_i_extreme = np.log10(i_extreme)\n",
- " log_i_tangent = np.linspace(log_i_extreme - 0.5, log_i_extreme, 100)\n",
- " E_tangent = tangent_slope * (log_i_tangent - log_i_extreme) + E_extreme\n",
- "\n",
- " ax.plot(10**log_i_tangent, E_tangent, color=color, linestyle='-.', linewidth=2, label=label)\n",
- "\n",
- "# Plot the tangent lines for both anodic and cathodic fits\n",
- "plot_tangent(p_anodic, medfilt_anodic_i, 'm', 'Anodic Tangent')\n",
- "plot_tangent(p_cathodic, medfilt_cathodic_i, 'c', 'Cathodic Tangent')\n",
- "\n",
- "\n",
- "# --- 5. Final Plot Configuration ---\n",
- "\n",
- "# Set plot labels and title for clarity\n",
+ "# --- 6. Final Configuration ---\n",
+ "# Configure plot aesthetics.\n",
"ax.set_xlabel(\"Current (A)\")\n",
"ax.set_ylabel(\"Potential (V)\")\n",
"ax.set_title(\"Tafel Plot for HS1_1\")\n",
"ax.legend()\n",
"ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
"\n",
- "# Display the plot\n",
"plt.show()"
]
},
{
"cell_type": "code",
- "execution_count": 132,
- "id": "fef0e0c4-1f42-46a0-b731-1ed4b82e673c",
- "metadata": {},
- "outputs": [],
- "source": [
- "def linear_tafel_fit(df, overpotential_range_V=0.1):\n",
- "\n",
- " ecorr_index = df['abs_j'].idxmin()\n",
- " Ecorr_guess = df['E_V'].iloc[ecorr_index]\n",
- "\n",
- " # Select data for anodic and cathodic Tafel regions\n",
- " anodic_df = df[df['E_V'] > (Ecorr_guess + overpotential_range_V)]\n",
- " cathodic_df = df[df['E_V'] < (Ecorr_guess - overpotential_range_V)]\n",
- " \n",
- " if anodic_df.empty or cathodic_df.empty:\n",
- " print(\"Warning: Not enough data for linear Tafel fit.\")\n",
- " return None\n",
- "\n",
- " # Fit linear regions (log(j) vs E)\n",
- " # np.polyfit returns [slope, intercept] for a 1st degree polynomial\n",
- " # We want E vs log(j), so we swap x and y\n",
- " p_anodic = np.polyfit(anodic_df['log_abs_j'], anodic_df['E_V'], 1)\n",
- " p_cathodic = np.polyfit(cathodic_df['log_abs_j'], cathodic_df['E_V'], 1)\n",
- "\n",
- " beta_a = p_anodic # Anodic Tafel slope (V/decade)\n",
- " beta_c = -p_cathodic # Cathodic Tafel slope (V/decade), should be positive\n",
- "\n",
- " # Find intersection of the two lines to get Ecorr and log(icorr)\n",
- " # E = beta_a * log(j) + intercept_a\n",
- " # E = -beta_c * log(j) + intercept_c\n",
- " log_icorr = (p_cathodic - p_anodic) / (p_anodic - p_cathodic)\n",
- " icorr = 10**log_icorr\n",
- " Ecorr = p_anodic * log_icorr + p_anodic\n",
- "\n",
- " return {\n",
- " 'Ecorr_V': Ecorr,\n",
- " 'icorr_A_cm2': icorr,\n",
- " 'beta_a_V_dec': beta_a,\n",
- " 'beta_c_V_dec': beta_c\n",
- " }"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
+ "execution_count": 37,
"id": "a5159c47-93d9-4993-a073-f7b80cd4a81e",
"metadata": {},
- "outputs": [],
- "source": []
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "[ 2.42916762e+08 -1.84040974e-01]\n",
+ "[-4.99294175e+08 -1.82337841e-01]\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import warnings\n",
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "from scipy.signal import medfilt\n",
+ "\n",
+ "def analyze_tafel_data(df):\n",
+ "\n",
+ " INITIAL_KERNEL=49\n",
+ " FIT_KERNEL=299\n",
+ " \n",
+ " # 1. Estimate Corrosion Potential (Ecorr)\n",
+ " filtered_current = medfilt(df['i'], kernel_size=INITIAL_KERNEL)\n",
+ " ecorr_guess_index = np.argmin(filtered_current)\n",
+ " ecorr_guess = df['E'].iloc[ecorr_guess_index]\n",
+ "\n",
+ " # 2. Split data into anodic and cathodic regions\n",
+ " anodic_df = df[df['E'] > ecorr_guess]\n",
+ " cathodic_df = df[df['E'] < ecorr_guess]\n",
+ "\n",
+ " if anodic_df.empty or cathodic_df.empty:\n",
+ " warnings.warn(\"Insufficient data for Tafel fit. Ecorr guess may be incorrect.\")\n",
+ " return None\n",
+ "\n",
+ " # 3. Apply a stronger filter for cleaner fitting\n",
+ " medfilt_anodic_i = medfilt(anodic_df['i'], kernel_size=FIT_KERNEL)\n",
+ " medfilt_cathodic_i = medfilt(cathodic_df['i'], kernel_size=FIT_KERNEL)\n",
+ "\n",
+ " # 4. Perform linear fit and generate points for the fit line\n",
+ " coeff_anodic = np.polyfit(medfilt_anodic_i, anodic_df['E'], 1) \n",
+ " p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_df['E'], 1))\n",
+ " i_anodic_fit = np.linspace(medfilt_anodic_i.min(), medfilt_anodic_i.max(), 100)\n",
+ " E_anodic_fit = p_anodic(i_anodic_fit)\n",
+ "\n",
+ " coeff_cathodic = np.polyfit(medfilt_cathodic_i, cathodic_df['E'], 1)\n",
+ " p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_df['E'], 1))\n",
+ " i_cathodic_fit = np.linspace(medfilt_cathodic_i.min(), medfilt_cathodic_i.max(), 100)\n",
+ " E_cathodic_fit = p_cathodic(i_cathodic_fit)\n",
+ "\n",
+ " # 5. Calculate tangent lines\n",
+ " i_extreme_anodic = medfilt_anodic_i.max()\n",
+ " E_extreme_anodic = p_anodic(i_extreme_anodic)\n",
+ " tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
+ " log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
+ " log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
+ " E_tangent_anodic = tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic) + E_extreme_anodic\n",
+ "\n",
+ " i_extreme_cathodic = medfilt_cathodic_i.max()\n",
+ " E_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
+ " tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
+ " log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
+ " log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
+ " E_tangent_cathodic = tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic) + E_extreme_cathodic\n",
+ "\n",
+ " print(coeff_anodic)\n",
+ " print(coeff_cathodic)\n",
+ " \n",
+ " # 6. Package results into a dictionary\n",
+ " results = {\n",
+ " \"ecorr_guess\": ecorr_guess,\n",
+ " \"anodic_tangent_i\": 10**log_i_tangent_anodic,\n",
+ " \"anodic_tangent_E\": E_tangent_anodic,\n",
+ " \"cathodic_tangent_i\": 10**log_i_tangent_cathodic,\n",
+ " \"cathodic_tangent_E\": E_tangent_cathodic,\n",
+ " }\n",
+ " return results\n",
+ "\n",
+ "# =============================================================================\n",
+ "# --- Global Namespace: Analysis and Plotting ---\n",
+ "# =============================================================================\n",
+ "\n",
+ "# 1. Analyze the dataset\n",
+ "analysis_results = analyze_tafel_data(HS1_1)\n",
+ "\n",
+ "# 2. Set up the plot\n",
+ "fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
+ "ax.set_xscale('log') # Set x-axis to log scale\n",
+ "\n",
+ "ax.semilogx(\n",
+ " np.abs(HS1_1[\"i\"].to_numpy()),\n",
+ " HS1_1[\"E\"].to_numpy(), \n",
+ " markersize=5)\n",
+ "\n",
+ "# 3. Plot all data if analysis was successful\n",
+ "if analysis_results:\n",
+ " # Plot Ecorr\n",
+ " ax.axhline(\n",
+ " y=analysis_results[\"ecorr_guess\"],\n",
+ " color='green', linestyle='--', linewidth=2, alpha=0.5, label='$E_{corr}$'\n",
+ " )\n",
+ "\n",
+ " # Plot tangent lines\n",
+ " ax.plot(\n",
+ " analysis_results[\"anodic_tangent_i\"],\n",
+ " analysis_results[\"anodic_tangent_E\"],\n",
+ " 'r', linestyle='-.', linewidth=2, label='Anodic Tangent'\n",
+ " )\n",
+ " ax.plot(\n",
+ " analysis_results[\"cathodic_tangent_i\"],\n",
+ " analysis_results[\"cathodic_tangent_E\"],\n",
+ " 'b', linestyle='-.', linewidth=2, label='Cathodic Tangent'\n",
+ " )\n",
+ "\n",
+ " # 4. Configure final plot aesthetics\n",
+ " ax.set_xlabel(\"Current (A)\")\n",
+ " ax.set_ylabel(\"Potential (V)\")\n",
+ " ax.set_title(\"Tafel Plot for HS1_1\")\n",
+ " ax.legend()\n",
+ " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
+ "\n",
+ " plt.show()"
+ ]
},
{
"cell_type": "code",
@@ -514,15 +570,380 @@
"id": "89fcb5a1-e351-4014-bc1e-9a1ede37eafc",
"metadata": {},
"outputs": [],
+ "source": [
+ "\n",
+ "\n",
+ "def analyze_tafel_data(\n",
+ " data: pd.DataFrame\n",
+ ") -> dict | None:\n",
+ "\n",
+ " INITIAL_KERNEL = 49\n",
+ " FIT_KERNEL = 49\n",
+ " \n",
+ " # 1. Estimate Corrosion Potential (Ecorr) using a median filter\n",
+ " filtered_current = medfilt(data['i'], kernel_size=INITIAL_KERNEL)\n",
+ " ecorr_guess_index = np.argmin(filtered_current)\n",
+ " ecorr_guess = data['E'].iloc[ecorr_guess_index]\n",
+ "\n",
+ " # 2. Split data into anodic and cathodic regions based on Ecorr\n",
+ " anodic_data = data[data['E'] > ecorr_guess]\n",
+ " cathodic_data = data[data['E'] < ecorr_guess]\n",
+ "\n",
+ " # 3. Apply a stronger filter for a cleaner linear fit\n",
+ " medfilt_anodic_i = medfilt(anodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
+ " medfilt_cathodic_i = medfilt(cathodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
+ "\n",
+ " # 4. Perform linear fit on E vs. i for each branch\n",
+ " p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_data['E'].iloc[30:-30], 1))\n",
+ " p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_data['E'].iloc[30:-30], 1))\n",
+ "\n",
+ " # 5. Calculate tangent lines at the extreme ends of the filtered data\n",
+ " # NOTE: The following tangent slope calculation is preserved from the original script.\n",
+ " i_extreme_anodic = medfilt_anodic_i.max()\n",
+ " e_extreme_anodic = p_anodic(i_extreme_anodic)\n",
+ " tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
+ "\n",
+ " log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
+ " log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
+ " e_tangent_anodic = (\n",
+ " tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic)\n",
+ " + e_extreme_anodic\n",
+ " )\n",
+ "\n",
+ " i_extreme_cathodic = medfilt_cathodic_i.max()\n",
+ " e_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
+ " tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
+ "\n",
+ " log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
+ " log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
+ " e_tangent_cathodic = (\n",
+ " tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic)\n",
+ " + e_extreme_cathodic\n",
+ " )\n",
+ "\n",
+ " # 6. Package results into a dictionary\n",
+ " results = {\n",
+ " \"ecorr_guess\": ecorr_guess,\n",
+ " \"beta_a\": -p_anodic.coeffs[1], \n",
+ " \"beta_c\": p_cathodic.coeffs[1],\n",
+ " \"anodic_tangent_i\": 10**log_i_tangent_anodic,\n",
+ " \"anodic_tangent_E\": e_tangent_anodic,\n",
+ " \"cathodic_tangent_i\": 10**log_i_tangent_cathodic,\n",
+ " \"cathodic_tangent_E\": e_tangent_cathodic,\n",
+ " }\n",
+ " return results\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 76,
+ "id": "a17286f8-a4e7-4904-b304-8a343c2c1c51",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "def plot_tafel(data: pd.DataFrame, results: dict, title: str):\n",
+ " \"\"\"\n",
+ " Generates and displays a Tafel plot from the data and analysis results.\n",
+ "\n",
+ " Args:\n",
+ " data (pd.DataFrame): The original experimental data.\n",
+ " results (dict): The dictionary returned by analyze_tafel_data.\n",
+ " title (str): The title for the plot.\n",
+ " \"\"\"\n",
+ " fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
+ "\n",
+ " # Plot the raw experimental data\n",
+ " ax.semilogx(\n",
+ " np.abs(data[\"i\"].to_numpy()),\n",
+ " data[\"E\"].to_numpy(),\n",
+ " marker='o',\n",
+ " linestyle='',\n",
+ " markersize=3,\n",
+ " alpha=0.6,\n",
+ " label=\"Experimental Data\"\n",
+ " )\n",
+ "\n",
+ " # Plot the analysis results if available\n",
+ " if results:\n",
+ " # Ecorr line\n",
+ " ax.axhline(\n",
+ " y=results[\"ecorr_guess\"],\n",
+ " color='green',\n",
+ " linestyle='--',\n",
+ " linewidth=2,\n",
+ " label=f'$E_{{corr}}$ = {results[\"ecorr_guess\"]:.3f} V'\n",
+ " )\n",
+ " # Anodic tangent line\n",
+ " ax.plot(\n",
+ " results[\"anodic_tangent_i\"],\n",
+ " results[\"anodic_tangent_E\"],\n",
+ " color='red',\n",
+ " linestyle='-.',\n",
+ " linewidth=2,\n",
+ " label=f'Anodic Tangent {results[\"beta_a\"]}'\n",
+ " )\n",
+ " # Cathodic tangent line\n",
+ " ax.plot(\n",
+ " results[\"cathodic_tangent_i\"],\n",
+ " results[\"cathodic_tangent_E\"],\n",
+ " color='blue',\n",
+ " linestyle='-.',\n",
+ " linewidth=2,\n",
+ " label=f'Cathodic Tangent {results[\"beta_c\"]}'\n",
+ " )\n",
+ "\n",
+ " # Configure plot aesthetics\n",
+ " ax.set_xlabel(\"Absolute Current (A)\")\n",
+ " ax.set_ylabel(\"Potential (V)\")\n",
+ " ax.set_title(title)\n",
+ " ax.legend()\n",
+ " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
+ " plt.tight_layout()\n",
+ " plt.show()\n",
+ "\n",
+ "\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 77,
+ "id": "2ca6744c-7d06-4f76-845a-1ab7f979a9ec",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "beta_a 0.1839147086435225\n",
+ "beta_c -0.1821741558893317\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# =============================================================================\n",
+ "# --- Main Execution Block ---\n",
+ "# =============================================================================\n",
+ "\n",
+ "# 1. Analyze the dataset\n",
+ "analysis_results = analyze_tafel_data(HS1_1)\n",
+ "print(f\"beta_a {analysis_results['beta_a']}\")\n",
+ "print(f\"beta_c {analysis_results['beta_c']}\")\n",
+ "\n",
+ "# 2. Plot the results\n",
+ "if analysis_results:\n",
+ " plot_tafel(HS1_1, analysis_results, title=\"Tafel Plot for HS1_1\")\n",
+ "else:\n",
+ " print(\"Analysis could not be completed.\")\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 78,
+ "id": "d88cffa3-f006-4612-903c-6863fe28110d",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "--- Butler-Volmer Kinetic Parameters ---\n",
+ "Anodic Charge Transfer Coefficient (α_a): 0.7785\n",
+ "Cathodic Charge Transfer Coefficient (α_c): 0.5499\n",
+ "\n",
+ "--- Next Step: Finding the Exchange Current Density (j₀) ---\n",
+ "The exchange current density (j₀) is found from your Tafel plot.\n",
+ "It is the current density value where the anodic and cathodic tangent lines intersect.\n",
+ "This point corresponds to the equilibrium potential (where overpotential η = 0).\n"
+ ]
+ }
+ ],
+ "source": [
+ "import math\n",
+ "\n",
+ "# --- 1. Define Physical Constants ---\n",
+ "R = 8.314 # Ideal Gas Constant (J/(mol·K))\n",
+ "F = 96485 # Faraday Constant (C/mol)\n",
+ "n = 2 # Number of electrons transferred in your electrochemical reaction.\n",
+ "\n",
+ "# --- 2. Provide Your Experimental Data Here ---\n",
+ "anodic_slope = 0.038 # Example value in V/decade, replace with your own.\n",
+ "cathodic_slope = -0.0538 # Example value in V/decade, replace with your own.\n",
+ "\n",
+ "# --- 3. Calculations ---\n",
+ "# The temperature at which the experiment was conducted.\n",
+ "temp_kelvin = 25.0 + 273.15\n",
+ "\n",
+ "\n",
+ "# Calculate the anodic charge transfer coefficient (alpha_a)\n",
+ "# This value represents the fraction of the potential that assists the oxidation reaction.\n",
+ "try:\n",
+ " alpha_a = (2.303 * R * temp_kelvin) / (anodic_slope * n * F)\n",
+ " alpha_c = -(2.303 * R * temp_kelvin) / (cathodic_slope * n * F) \n",
+ "except ZeroDivisionError as e:\n",
+ " print(\"Slope is zero, what happened?\")\n",
+ " print(e)\n",
+ " \n",
+ "\n",
+ "# --- 4. Display the Results ---\n",
+ "print(\"--- Butler-Volmer Kinetic Parameters ---\")\n",
+ "print(f\"Anodic Charge Transfer Coefficient (α_a): {alpha_a:.4f}\")\n",
+ "print(f\"Cathodic Charge Transfer Coefficient (α_c): {alpha_c:.4f}\")\n",
+ "print(\"\\n--- Next Step: Finding the Exchange Current Density (j₀) ---\")\n",
+ "print(\"The exchange current density (j₀) is found from your Tafel plot.\")\n",
+ "print(\"It is the current density value where the anodic and cathodic tangent lines intersect.\")\n",
+ "print(\"This point corresponds to the equilibrium potential (where overpotential η = 0).\")\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2b103a62-8b25-4f78-bbe3-3cf25644df78",
+ "metadata": {},
+ "outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
- "id": "a17286f8-a4e7-4904-b304-8a343c2c1c51",
+ "id": "92f40d16-49c1-487f-8b83-f05fc3a5b851",
"metadata": {},
"outputs": [],
"source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "8a4643c2-60e6-4645-9d23-d13c6c410337",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "data = HS1_1\n",
+ "\n",
+ "\n",
+ "INITIAL_KERNEL = 29\n",
+ "FIT_KERNEL = 99\n",
+ "\n",
+ "# 1. Estimate Corrosion Potential (Ecorr) using a median filter\n",
+ "ecorr_guess = data['E'].iloc[np.argmin(medfilt(data['i'], kernel_size=INITIAL_KERNEL))]\n",
+ "\n",
+ "# 2. Split data into anodic and cathodic regions based on Ecorr\n",
+ "anodic_data = data[data['E'] > ecorr_guess]\n",
+ "cathodic_data = data[data['E'] < ecorr_guess]\n",
+ "if anodic_data.empty or cathodic_data.empty:\n",
+ " warnings.warn(\"No data in anodic or cathodic regions?. Ecorr guess may be incorrect.\") \n",
+ "\n",
+ "# 3. Perform linear fit on E vs. i for each branch\n",
+ "medfilt_anodic_i = medfilt(anodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
+ "medfilt_cathodic_i = medfilt(cathodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
+ "\n",
+ "def log_func(i, b, i_0):\n",
+ " # To handle potential math domain errors for i <= 0\n",
+ " # we return a large value where the function is undefined.\n",
+ " with np.errstate(divide='ignore', invalid='ignore'):\n",
+ " result = b * np.log(np.abs(i)/i_0)\n",
+ " return np.nan_to_num(result, nan=np.inf)\n",
+ "\n",
+ "max_calls = 50000\n",
+ "popt_anodic, _ = curve_fit(log_func, \n",
+ " medfilt_anodic_i, \n",
+ " anodic_data['E'].iloc[30:-30] - ecorr_guess,\n",
+ " p0=[0.05*1e3, 1e-11],\n",
+ " maxfev=max_calls)\n",
+ "popt_cathodic, _ = curve_fit(log_func, \n",
+ " medfilt_cathodic_i, \n",
+ " cathodic_data['E'].iloc[30:-30] - ecorr_guess,\n",
+ " p0=[-0.05*1e3, 1e-11], \n",
+ " maxfev=max_calls)\n",
+ "beta_a = popt_anodic[0]\n",
+ "beta_c = -popt_cathodic[0]\n",
+ "i_a = popt_anodic[1]\n",
+ "i_c = popt_cathodic[1]\n",
+ "\n",
+ "print(f\"Anodic n = b_a*log(i/i_a) b_a = {beta_a:.2f} mV/decade i_a = {i_a:.2e} A/cm2\")\n",
+ "print(f\"Cathodic n = -b_c*log(i/i_c) b_c = {beta_c:.2f} mV/decade i_c = {i_c:.2e} A/cm2\")\n",
+ "\n",
+ "p_anodic = lambda x: log_func(x, *popt_anodic) + ecorr_guess\n",
+ "p_cathodic = lambda x: log_func(x, *popt_cathodic) + ecorr_guess\n",
+ "\n",
+ "\n",
+ "# TODO HERE\n",
+ "\n",
+ "#p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_data['E'].iloc[30:-30], 1))\n",
+ "#p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_data['E'].iloc[30:-30], 1))\n",
+ "\n",
+ "# 4. Calculate the tangent at the extreme ends of the filtered data\n",
+ "i_extreme_anodic = medfilt_anodic_i.max()\n",
+ "i_extreme_cathodic = medfilt_cathodic_i.max() \n",
+ "e_extreme_anodic = p_anodic(i_extreme_anodic)\n",
+ "e_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
+ "\n",
+ "print()\n",
+ "print(f\"i @ anodic extreme {i_extreme_anodic}\")\n",
+ "print(f\"i @ cathodic extreme {i_extreme_cathodic}\")\n",
+ "print(f\"E @ anodic extreme {e_extreme_anodic}\")\n",
+ "print(f\"E @ cathodic extreme {e_extreme_cathodic}\")\n",
+ "print()\n",
+ "\n",
+ "\n",
+ "# 5. Calculate tangent lines \n",
+ "log_i_tangent_anodic = np.linspace(np.log10(i_extreme_anodic) - 0.5, np.log10(i_extreme_anodic), 100)\n",
+ "log_i_tangent_cathodic = np.linspace(np.log10(i_extreme_cathodic) - 0.5, np.log10(i_extreme_cathodic), 100)\n",
+ "\n",
+ "e_tangent_anodic = (\n",
+ " beta_a * (log_i_tangent_anodic - np.log10(i_extreme_anodic))\n",
+ " + e_extreme_anodic\n",
+ ")\n",
+ "\n",
+ "e_tangent_cathodic = (\n",
+ " beta_c * (log_i_tangent_cathodic - np.log10(i_extreme_cathodic))\n",
+ " + e_extreme_cathodic\n",
+ ")\n",
+ "\n",
+ "\n",
+ "# --- 3. Calculations ---\n",
+ "temp_kelvin = 25.0 + 273.15\n",
+ "R = 8.314 # Ideal Gas Constant (J/(mol·K))\n",
+ "F = 96485 # Faraday Constant (C/mol)\n",
+ "n = 2 # Number of electrons transferred in your electrochemical reaction. \n",
+ "\n",
+ "# Calculate the anodic charge transfer coefficient (alpha_a)\n",
+ "# This value represents the fraction of the potential that assists the oxidation reaction.\n",
+ "try:\n",
+ " alpha_a = (2.303 * R * temp_kelvin) / (1e-3 * beta_a * n * F)\n",
+ " alpha_c = -(2.303 * R * temp_kelvin) / (1e-3 * beta_c * n * F) \n",
+ "except ZeroDivisionError as e:\n",
+ " print(\"Slope is zero, what happened?\")\n",
+ " print(e)\n",
+ "\n",
+ "\n",
+ "# 6. Package results into a dictionary\n",
+ "results = {\n",
+ " \"ecorr_guess\": ecorr_guess,\n",
+ " \"beta_a\": beta_a, \n",
+ " \"beta_c\": beta_c,\n",
+ " \"anodic_tangent_i\": 10**log_i_tangent_anodic,\n",
+ " \"anodic_tangent_E\": e_tangent_anodic,\n",
+ " \"cathodic_tangent_i\": 10**log_i_tangent_cathodic,\n",
+ " \"cathodic_tangent_E\": e_tangent_cathodic,\n",
+ " \"alpha_a\": alpha_a,\n",
+ " \"alpha_c\": alpha_c, \n",
+ "}\n",
+ "return results"
+ ]
}
],
"metadata": {
diff --git a/electrochemical_OCP_EIS_LPR/TAFEL.ipynb b/electrochemical_OCP_EIS_LPR/TAFEL.ipynb
new file mode 100644
index 0000000..d1d1630
--- /dev/null
+++ b/electrochemical_OCP_EIS_LPR/TAFEL.ipynb
@@ -0,0 +1,651 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "a39d7464-a111-4ac6-80b0-bcaa20aa81fa",
+ "metadata": {},
+ "source": [
+ "## Imports"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 118,
+ "id": "0dbb86a3-8915-43d6-b821-379ab76b2849",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import pandas as pd\n",
+ "import matplotlib.pyplot as plt\n",
+ "import scipy.optimize\n",
+ "from scipy.signal import medfilt\n",
+ "from scipy.optimize import curve_fit\n",
+ "\n",
+ "import warnings"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "79273c57-b22e-4b9b-ad97-8b788969a4a6",
+ "metadata": {},
+ "source": [
+ "## Data Loading"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 70,
+ "id": "9a43783f-d1bb-4c79-ae93-843086a00a26",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# --- Data Loading ---\n",
+ "\n",
+ "def lpr_cor_import(filename):\n",
+ " \"\"\" Import cor file as pandas dataframe.\"\"\"\n",
+ "\n",
+ " try: \n",
+ " df = pd.read_csv(\n",
+ " filename,\n",
+ " skiprows=26,\n",
+ " sep='\\s+',\n",
+ " header=None,\n",
+ " names=[\"E\", \"i\", \"T\"],\n",
+ " ) \n",
+ " df.drop(columns=[\"T\"], inplace=True)\n",
+ " df[\"E\"] = df[\"E\"]*1e3 # Convert it to mV\n",
+ " \n",
+ " except FileNotFoundError as e:\n",
+ " print(f\"Error: File was not found.\")\n",
+ " print(e.message)\n",
+ " print(e.args)\n",
+ " return None\n",
+ " except Exception as e:\n",
+ " print(f\"Error reading the CSV file: {e}\")\n",
+ " return None \n",
+ " else:\n",
+ " return df"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 71,
+ "id": "6a2888b4-e151-4fae-97d5-7de521fb7b48",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "HS1_1 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_1.cor\")\n",
+ "HS1_2 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_2.cor\")\n",
+ "HS1_3 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_3.cor\")\n",
+ "HS1_4 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_4.cor\")\n",
+ "HS1_5 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_5.cor\")\n",
+ "HS1_6 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_6.cor\")\n",
+ "\n",
+ "# Keep it in the same cell to keep df reproducible, even if Vi clicks it multiple times\n",
+ "area = 2 #cm^2\n",
+ "\n",
+ "for df in [HS1_1, HS1_2, HS1_3, HS1_4, HS1_5, HS1_6]:\n",
+ " df[\"i\"] = np.abs(df[\"i\"]/area) # Current density\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 72,
+ "id": "0ad5c189-9bd6-4291-bdee-8b75fdd5a3cd",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
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+ " \n",
+ "
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+ "
4004 rows × 2 columns
\n",
+ "
"
+ ],
+ "text/plain": [
+ " E i\n",
+ "0 -206.795 7.859750e-11\n",
+ "1 -206.805 5.445100e-11\n",
+ "2 -206.809 6.106750e-11\n",
+ "3 -206.795 5.972600e-11\n",
+ "4 -206.780 5.621750e-11\n",
+ "... ... ...\n",
+ "3999 -166.870 7.752900e-11\n",
+ "4000 -166.854 7.931000e-11\n",
+ "4001 -166.857 7.781400e-11\n",
+ "4002 -166.850 7.296700e-11\n",
+ "4003 -166.846 6.987300e-11\n",
+ "\n",
+ "[4004 rows x 2 columns]"
+ ]
+ },
+ "execution_count": 72,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "HS1_1 "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "e293bb10-9bb3-43ab-858b-7a9c42f1f5f6",
+ "metadata": {},
+ "source": [
+ "# Coding part!\n",
+ "\n",
+ "Separate code into analyze and plotting, with all answers in a dict.\n",
+ "Can't believe it took me this long to really do it this way :|"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 231,
+ "id": "06ac7ed7-98de-48bb-a6de-1c6571d2808d",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Anodic n = b_a*log(i/i_a) b_a = 5.08 mV/decade i_a = 5.21e-12 A/cm2\n",
+ "Cathodic n = -b_c*log(i/i_c) b_c = 6.96 mV/decade i_c = 4.18e-12 A/cm2\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
+ "data = HS1_1\n",
+ "\n",
+ "INITIAL_KERNEL = 29\n",
+ "FIT_KERNEL = 99\n",
+ "\n",
+ "# Plot the raw experimental data\n",
+ "ax.semilogx(np.abs(data[\"i\"].to_numpy()), data[\"E\"].to_numpy(),\n",
+ " marker='o', linestyle='', markersize=3, alpha=0.6, label=\"Experimental Data\")\n",
+ "\n",
+ "# 1. Estimate Corrosion Potential (Ecorr) using a median filter\n",
+ "ecorr_guess = data['E'].iloc[np.argmin(medfilt(data['i'], kernel_size=INITIAL_KERNEL))]\n",
+ "\n",
+ "# 2. Split data into anodic and cathodic regions based on Ecorr\n",
+ "anodic_data = data[data['E'] > ecorr_guess]\n",
+ "cathodic_data = data[data['E'] < ecorr_guess]\n",
+ "\n",
+ "# 3. Perform curve fit on E vs. i for each branch\n",
+ "medfilt_anodic_i = medfilt(anodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
+ "medfilt_cathodic_i = medfilt(cathodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
+ "\n",
+ "def log_func(i, b, i_0):\n",
+ " with np.errstate(divide='ignore', invalid='ignore'):\n",
+ " result = b * np.log(np.abs(i)/i_0)\n",
+ " return np.nan_to_num(result, nan=np.inf)\n",
+ "\n",
+ "max_calls = 50000\n",
+ "popt_anodic, _ = curve_fit(log_func, \n",
+ " medfilt(anodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL),\n",
+ " anodic_data['E'].iloc[30:-30] - ecorr_guess,\n",
+ " p0=[0.05*1e3, 1e-11],\n",
+ " maxfev=max_calls)\n",
+ "popt_cathodic, _ = curve_fit(log_func, \n",
+ " medfilt(cathodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL),\n",
+ " cathodic_data['E'].iloc[30:-30] - ecorr_guess,\n",
+ " p0=[-0.05*1e3, 1e-11], \n",
+ " maxfev=max_calls)\n",
+ "beta_a = popt_anodic[0]\n",
+ "beta_c = -popt_cathodic[0]\n",
+ "i_a = popt_anodic[1]\n",
+ "i_c = popt_cathodic[1]\n",
+ "\n",
+ "print(f\"Anodic n = b_a*log(i/i_a) b_a = {beta_a:.2f} mV/decade i_a = {i_a:.2e} A/cm2\")\n",
+ "print(f\"Cathodic n = -b_c*log(i/i_c) b_c = {beta_c:.2f} mV/decade i_c = {i_c:.2e} A/cm2\")\n",
+ "\n",
+ "p_anodic = lambda x: log_func(x, *popt_anodic) + ecorr_guess\n",
+ "p_cathodic = lambda x: log_func(x, *popt_cathodic) + ecorr_guess\n",
+ "\n",
+ "ax.semilogx(np.logspace(-10,-11, 100), p_anodic(np.logspace(-10,-11, 100)), label=\"anodic fit\")\n",
+ "ax.semilogx(np.logspace(-10,-11, 100), p_cathodic(np.logspace(-10,-11, 100)), label=\"cathodic fit\")\n",
+ "\n",
+ "# Configure plot aesthetics\n",
+ "ax.set_xlabel(\"Current (A)\")\n",
+ "ax.set_ylabel(\"Potential (mV)\")\n",
+ "ax.legend()\n",
+ "ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
+ "plt.tight_layout()\n",
+ "plt.show()\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "fab64beb-db57-4c60-b9fb-2ce07ab639ba",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "96009967-9972-4e11-9e72-15189c6a77a4",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "e76574ce-46ca-4a5d-87e1-9d904bca1988",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "a1feaa44-c2fd-4bd2-99a8-9f150a8c08db",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "fcdf92cc-cff0-4883-98fd-6971415c668d",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "0498fab4-2e2a-4b04-8775-856a62f25ed5",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "b5a5be5a-7a45-4624-83a2-daf6e01af1ec",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "533b5b34-9ea5-434c-85bc-73b857040979",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "697cc70c-85f4-4a53-b16a-ffcfa55b125d",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "6a9ca7c7-3b86-458b-8116-4961af6dc513",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "markdown",
+ "id": "bec9f9bc-b531-470e-9c27-a89b512e97ba",
+ "metadata": {},
+ "source": [
+ "## Analyze Tafel Data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 232,
+ "id": "d87b07b6-f893-4d5f-b06a-09643d170939",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "\n",
+ "def analyze_tafel_data(\n",
+ " data: pd.DataFrame\n",
+ ") -> dict | None:\n",
+ "\n",
+ " INITIAL_KERNEL = 29\n",
+ " FIT_KERNEL = 99\n",
+ " \n",
+ " # 1. Estimate Corrosion Potential (Ecorr) using a median filter\n",
+ " ecorr_guess = data['E'].iloc[np.argmin(medfilt(data['i'], kernel_size=INITIAL_KERNEL))]\n",
+ "\n",
+ " # 2. Split data into anodic and cathodic regions based on Ecorr\n",
+ " anodic_data = data[data['E'] > ecorr_guess]\n",
+ " cathodic_data = data[data['E'] < ecorr_guess]\n",
+ " if anodic_data.empty or cathodic_data.empty:\n",
+ " warnings.warn(\"No data in anodic or cathodic regions?. Ecorr guess may be incorrect.\") \n",
+ "\n",
+ " # 3. Perform linear fit on E vs. i for each branch\n",
+ " medfilt_anodic_i = medfilt(anodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
+ " p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_data['E'].iloc[30:-30], 1))\n",
+ " medfilt_cathodic_i = medfilt(cathodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
+ " p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_data['E'].iloc[30:-30], 1))\n",
+ "\n",
+ " # 4. Calculate the tangent at the extreme ends of the filtered data\n",
+ " i_extreme_anodic = medfilt_anodic_i.max()\n",
+ " e_extreme_anodic = p_anodic(i_extreme_anodic)\n",
+ " tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
+ "\n",
+ " i_extreme_cathodic = medfilt_cathodic_i.max()\n",
+ " e_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
+ " tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
+ " \n",
+ " # 5. Calculate tangent lines \n",
+ " log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
+ " log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
+ " e_tangent_anodic = (\n",
+ " tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic)\n",
+ " + e_extreme_anodic\n",
+ " )\n",
+ "\n",
+ " log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
+ " log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
+ " e_tangent_cathodic = (\n",
+ " tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic)\n",
+ " + e_extreme_cathodic\n",
+ " )\n",
+ "\n",
+ "\n",
+ " # --- 3. Calculations ---\n",
+ " temp_kelvin = 25.0 + 273.15\n",
+ " R = 8.314 # Ideal Gas Constant (J/(mol·K))\n",
+ " F = 96485 # Faraday Constant (C/mol)\n",
+ " n = 2 # Number of electrons transferred in your electrochemical reaction. \n",
+ " \n",
+ " # Calculate the anodic charge transfer coefficient (alpha_a)\n",
+ " # This value represents the fraction of the potential that assists the oxidation reaction.\n",
+ " try:\n",
+ " alpha_a = (2.303 * R * temp_kelvin) / (1000 * tangent_slope_anodic * n * F)\n",
+ " alpha_c = -(2.303 * R * temp_kelvin) / (1000 * tangent_slope_cathodic * n * F) \n",
+ " except ZeroDivisionError as e:\n",
+ " print(\"Slope is zero, what happened?\")\n",
+ " print(e)\n",
+ " \n",
+ " \n",
+ " # 6. Package results into a dictionary\n",
+ " results = {\n",
+ " \"ecorr_guess\": ecorr_guess,\n",
+ " \"beta_a\": tangent_slope_anodic, \n",
+ " \"beta_c\": tangent_slope_cathodic,\n",
+ " \"anodic_tangent_i\": 10**log_i_tangent_anodic,\n",
+ " \"anodic_tangent_E\": e_tangent_anodic,\n",
+ " \"cathodic_tangent_i\": 10**log_i_tangent_cathodic,\n",
+ " \"cathodic_tangent_E\": e_tangent_cathodic,\n",
+ " \n",
+ " }\n",
+ " return results"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "967c80c8-6271-405d-98e6-f2699a657fc5",
+ "metadata": {},
+ "source": [
+ "## Plotting code\n",
+ "\n",
+ "Plot the additional stuff only if you have results.\n",
+ "Use the same function for everything\n",
+ "Again, why didn't I do this earlier :|\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 233,
+ "id": "a49005dc-a2b9-4cf1-9ad8-e4f549bda1fd",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def plot_tafel(data: pd.DataFrame, results: dict):\n",
+ " \"\"\"\n",
+ " Generates and displays a Tafel plot from the data and analysis results.\n",
+ "\n",
+ " Args:\n",
+ " data (pd.DataFrame): The original experimental data.\n",
+ " results (dict): The dictionary returned by analyze_tafel_data.\n",
+ " \"\"\"\n",
+ " fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
+ "\n",
+ " # Plot the raw experimental data\n",
+ " ax.semilogx(\n",
+ " np.abs(data[\"i\"].to_numpy()), data[\"E\"].to_numpy(),\n",
+ " marker='o', linestyle='', markersize=3, alpha=0.6, label=\"Experimental Data\"\n",
+ " )\n",
+ "\n",
+ " # Plot the analysis results if available\n",
+ " if results:\n",
+ " \n",
+ " ax.axhline( # Ecorr line\n",
+ " y=results[\"ecorr_guess\"],\n",
+ " color='green', linestyle='--', linewidth=2,\n",
+ " label=f'$E_{{corr}}$ = {results[\"ecorr_guess\"]:.2f} mV'\n",
+ " )\n",
+ " \n",
+ " ax.plot( # Anodic tangent line\n",
+ " results[\"anodic_tangent_i\"], results[\"anodic_tangent_E\"],\n",
+ " color='red', linestyle='-.', linewidth=2,\n",
+ " label=f'Anodic Tangent {results[\"beta_a\"]:.2f}'\n",
+ " )\n",
+ " \n",
+ " ax.plot( # Cathodic tangent line\n",
+ " results[\"cathodic_tangent_i\"], results[\"cathodic_tangent_E\"],\n",
+ " color='blue', linestyle='-.', linewidth=2,\n",
+ " label=f'Cathodic Tangent {results[\"beta_c\"]:.2f}'\n",
+ " )\n",
+ "\n",
+ " bx = ax.twinx() \n",
+ " ymin, ymax = ax.get_ylim()\n",
+ " bx.set_ylim(ymin-results[\"ecorr_guess\"], ymax-results[\"ecorr_guess\"])\n",
+ " bx.set_ylabel(\"Overpotential (mV)\")\n",
+ " \n",
+ " # Configure plot aesthetics\n",
+ " ax.set_xlabel(\"Current (A)\")\n",
+ " ax.set_ylabel(\"Potential (mV)\")\n",
+ " ax.legend()\n",
+ " ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
+ " plt.tight_layout()\n",
+ " plt.show()\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d83b0f6a-2961-4381-941f-2eda09ab713c",
+ "metadata": {},
+ "source": [
+ "# Funspace"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 235,
+ "id": "2f0f4d93-90bd-4ea0-b481-5d2d0c0d35c5",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "alpha_a 38.63008297021084\n",
+ "alpha_c -53.89894810425625\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# =============================================================================\n",
+ "# --- Main Execution Block ---\n",
+ "# =============================================================================\n",
+ "\n",
+ "# 1. Analyze the dataset\n",
+ "analysis_results = analyze_tafel_data(HS1_1)\n",
+ "print(f\"alpha_a {analysis_results['beta_a']}\")\n",
+ "print(f\"alpha_c {analysis_results['beta_c']}\")\n",
+ "\n",
+ "\n",
+ "# 2. Plot the results\n",
+ "if analysis_results:\n",
+ " plot_tafel(HS1_1, analysis_results)\n",
+ "else:\n",
+ " print(\"Analysis could not be completed.\")\n",
+ "\n",
+ "#print(analysis_results)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "7a6fb1f0-efb2-4c23-83d7-1079955624a7",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "cf05eadf-1b38-403c-854f-59cd2a3a8fde",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "2b5b05ad-31cd-4142-818f-003967634f80",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.16"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}