From 2f198d51f8015b8fae2982478ec75d4af61afade Mon Sep 17 00:00:00 2001 From: Joe Karas Date: Thu, 19 Oct 2023 13:38:03 -0600 Subject: [PATCH 1/2] Updates to notebooks --- .../B-O LID - Accelerated Test.ipynb | 44 +- .../tutorials/LETID - Accelerated Test.ipynb | 16 +- .../tutorials/LETID - Outdoor LETID.ipynb | 601 ++++----- ...rio Based on Accelerated Test Result.ipynb | 1152 +++++++++++------ .../tutorials/LETID - Passivated Wafer.ipynb | 64 +- 5 files changed, 1158 insertions(+), 719 deletions(-) diff --git a/pvdeg_tutorials/tutorials/B-O LID - Accelerated Test.ipynb b/pvdeg_tutorials/tutorials/B-O LID - Accelerated Test.ipynb index 96dcc671..08aaaab9 100644 --- a/pvdeg_tutorials/tutorials/B-O LID - Accelerated Test.ipynb +++ b/pvdeg_tutorials/tutorials/B-O LID - Accelerated Test.ipynb @@ -41,7 +41,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -82,7 +82,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -103,7 +103,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -120,7 +120,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -129,7 +129,7 @@ "(0.03495240552145925, 5.6638736096459965, 5.4659076024193585)" ] }, - "execution_count": 5, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -150,7 +150,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -162,7 +162,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -181,7 +181,7 @@ " 'Lit BO-LID + fit to Qcells destab'])" ] }, - "execution_count": 7, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -193,7 +193,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -221,7 +221,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -252,7 +252,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -307,7 +307,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -322,7 +322,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -556,8 +556,8 @@ "" ], "text/plain": [ - " Datetime Temperature Injection NA NB \n", - "0 2022-01-01 00:00:00 50 0.05 100.000000 0.000000 \\\n", + " Datetime Temperature Injection NA NB \\\n", + "0 2022-01-01 00:00:00 50 0.05 100.000000 0.000000 \n", "1 2022-01-01 00:00:01 50 0.05 99.984366 0.015634 \n", "2 2022-01-01 00:00:02 50 0.05 99.968735 0.031265 \n", "3 2022-01-01 00:00:03 50 0.05 99.953106 0.046893 \n", @@ -569,8 +569,8 @@ "1190 2022-01-01 09:59:00 50 0.05 0.354092 82.227438 \n", "1191 2022-01-01 10:00:00 50 0.05 0.350776 82.198691 \n", "\n", - " NC tau Jsc Voc Isc FF \n", - "0 0.000000e+00 115.000000 41.593861 0.666329 10.107308 0.840987 \\\n", + " NC tau Jsc Voc Isc FF \\\n", + "0 0.000000e+00 115.000000 41.593861 0.666329 10.107308 0.840987 \n", "1 0.000000e+00 114.980390 41.593800 0.666326 10.107293 0.840986 \n", "2 1.016487e-07 114.960790 41.593739 0.666322 10.107279 0.840986 \n", "3 3.049294e-07 114.941200 41.593678 0.666319 10.107264 0.840985 \n", @@ -598,7 +598,7 @@ "[1192 rows x 14 columns]" ] }, - "execution_count": 12, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -621,12 +621,12 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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HKsWLF1csLCyUEiVKKAMGDNBbYiUxMVGZOHGi4uXlpZibmyvu7u5Kjx49lGvXrunVvWzZMqVOnTqKtbW1Ym9vr1SrVk0ZP368cufOHV2Z/y4toyjaZWDmzJmjVK1aVbG0tFSKFCmi1KlTR/n888+VmJgYXTlAGTFiRKbva8WKFUqFChUUS0tLxdvbW/npp5+UKVOmKP/9J+bixYtKkyZNFGtrawXQW2YmMjJSGTFihFKyZEnd+2zRooWybNkyvTpu3rypdOrUSbGxsVGcnZ2VUaNG6ZbRycnSMlZWVkrNmjWV7777TrdcT3Zt3bpVadWqlVKkSBHF0tJSKV++vPLRRx8pUVFR2bo+q6Vu0h9hYWHPXFom/WFubq64uLgoTZo0UWbOnKncu3fPoPehKBmXlnn6Xn5+foqjo6NiZWWllCtXThk4cKBy+vRpRVEU5f79+8qIESMUb29vxdbWVnF0dFR8fX31lv9RFO2SNO3bt1fs7e0VQJaZEaIQUSnKv31NQgghhBDilSNjBoUQQgghXmGSDAohhBBCvMIkGRRCCCGEeIVJMiiEEEII8QqTZFAIIYQQ4hUmyaAQQgghxCtMkkEhhBBCiFeYJINCCCGEEK8wSQaFeAEpikJKSoqxwxDPsHLlSlQqFTdu3CjQa3PLmPcWQhiHJINC5JODBw+iUqkyffzzzz96ZZOTk/n444/x9PTE2toaX19f9uzZk2m9a9aswdnZGXt7ewYNGpRpUnjt2jXeffddypYti5WVFQ4ODjRs2JAFCxbw+PHjHL0fQ2LMzfWGfG45tWvXLlQqFWvWrMmT+l40x44dY+rUqURHRxs7FCFEISDb0QmRTw4ePEjz5s358MMPqVevnt65Nm3a4OzsrHvdp08fNm7cyOjRo6lQoQIrV67k1KlTHDhwgEaNGunK3bhxg2rVqjF16lRKly7N559/zttvv8348eN1ZbZv307Pnj2xtLSkf//++Pj4kJKSwpEjR9i0aRMDBw5k2bJlBr+f7MaY2+sN+dxyau7cuXz88ccEBQVRvXr1XNeXGbVaTWpqKpaWlqhUqgK7Nju++uorxo0bR2hoKGXKlCnQewshCiGj7owsxEvswIEDCqBs2LDhmeVOnDihAMqXX36pO/b48WOlXLlySoMGDfTKbtiwQenSpYvu9datW5UOHTroXl+/fl2xs7NTvL29lTt37mS415UrV5T58+cb/F4MiTG312f3c1MURXn48KGyadOmLM+vW7dOiY+Pz3C8b9++ioWFhZKSkvLce7yMvvzySwVQQkNDjR2KEKIQkG5iIQpAXFwcaWlpmZ7buHEjpqamvPPOO7pjVlZWDBkyhOPHjxMWFqY7XrZsWf7++2/27NnDpUuXWLZsGRUqVNCdnzt3LvHx8axYsQIPD48M9ypfvjyjRo0yOH5DYszL65/1uQEsWbKEN998ky1btmQ4t2LFCt566y1WrVqV4VxQUBDe3t6Ym5s/M+7cyGzs3dSpU1GpVFy9epWBAwfi5OSEo6MjgwYNIjEx8ZnXAoSHhzN48GDc3NywtLSkatWq/PjjjxnuHR4ezpAhQ/D09MTS0hIvLy+GDx9OSkoKU6dOZdy4cQB4eXnpuuDT75XVvQMDA2nbti0ODg7Y2dnRokWLDN322X1/QojCxczYAQjxshs0aBDx8fGYmprSuHFjvvzyS+rWras7HxgYSMWKFXFwcNC7rn79+gCcOXOGkiVLAlC7dm369u1L69atAahevTorV67UXfPHH39QtmxZXn/99Tx9D4bEmFfXP+9zA/j44485efIkffr0Yfv27bRo0QKAzZs38+6779KvXz+GDx+ud01KSgqXLl2id+/eBnwCeevNN9/Ey8uL2bNnExAQwA8//ICrqytz5szJ8prIyEhee+01VCoVI0eOxMXFhR07djBkyBBiY2MZPXo0AHfu3KF+/fpER0fzzjvv4O3tTXh4OBs3biQxMZFu3bpx+fJl1q9fzzfffKPrdndxccny3ufPn6dx48Y4ODgwfvx4zM3N+f7772nWrBmHDh3C19c31+9PCGE8kgwKkU8sLCzo3r077dq1w9nZmZCQEL766isaN27MsWPHqFWrFgB3797NtBUv/didO3f0jn/77beMHj2a6OhoqlevjpmZ9q9xbGws4eHhdO7cOc/fi6Ex5ub67H5uAGZmZvz666+0adOGLl26sHfvXuLj43nrrbdo27YtP/30U4ZxbyEhIaSmpubbWMHsqFWrFitWrNC9fvDgAStWrHhmsjRx4kTUajXnzp2jWLFiALz33nv06dOHqVOn8u6772Jtbc2ECROIiIjgxIkTesnztGnTUBSF6tWrU7t2bdavX0+XLl0yjBnMzKRJk0hNTeXIkSOULVsWgP79+1OpUiXGjx/PoUOHcv3+hBDGI93EQuST119/nY0bNzJ48GA6derEJ598wj///INKpWLChAm6co8fP8bS0jLD9VZWVrrz/1W2bFlq166tSwRBmwwC2Nvb5/VbyVGMOb0+u5/b03Vs27aNihUr0q5dO7p06YKvry+//fab3ueT7uzZswDUqFHjmTHnp/fee0/vdePGjXnw4IHuZ/hfiqKwadMmOnbsiKIo3L9/X/fw8/MjJiaGgIAANBoNW7dupWPHjhlaUYEcTQhRq9Xs3r2bLl266BJB0Cbyb731FkeOHMkQt6HvTwhhXJIMClGAypcvT+fOnTlw4ABqtRoAa2trkpOTM5RNSkrSnc+O9C7YuLi4PIr2idzGmNvrM/vcnubg4MBXX33Fw4cPiY+PZ/78+VnWGRQUBJChZXDZsmX4+Phgb2+Pq6srPXr00J27f/8+H3zwASVLlsTBwYGqVasyd+7cTGPJjlKlSum9LlKkCACPHj3KtHxUVBTR0dEsW7YMFxcXvcegQYMAuHfvHlFRUcTGxuLj45OjuLK6d2JiIpUqVcpwrnLlymg0mgxjPg19f0II45JuYiEKWMmSJUlJSSEhIQEHBwc8PDwIDw/PUO7u3bsAeHp6ZqteBwcHPD09CQ4OztN4gVzHmBfv8b+f29OuX79O37598fb25vHjx3Tv3p2jR49m2jV99uxZ3NzccHNz0x1btGgRK1asYMOGDXh7e3P79m327dsHaJOshg0b0qxZM06cOIGnpydBQUF89tlnuokYhjI1Nc30uJLFSl8ajQaAfv36MWDAgEzLVK9ePcvrC5qh708IYVySDApRwK5fv46VlRV2dnYA1KxZkwMHDhAbG6uX5Jw4cUJ3Prs6dOjAsmXLOH78OA0aNMizmHMbY168x/9+bunu3r1Lq1atMDc3Z8+ePTx+/JhGjRrRunVrDh06RNGiRfXKnz17NkMX8cqVK/nwww+pXLkyoE08Bw4cCMDIkSOpXbs2y5cv15WvUaMG27Zte27MecXFxQV7e3vUajUtW7bMspxGo8HBweG5/yEwpLvYxcUFGxsbLl26lOHcxYsXMTExeebkISFE4SfdxELkk6ioqAzHgoKC2LZtG61bt8bERPvXr0ePHqjVar2FoJOTk/npp5/w9fU16It2/Pjx2NraMnToUCIjIzOcv3btGgsWLDD4vRgSY2JiIhcvXuT+/fs5uj67nxtoux39/PyIj49n7969lChRggoVKrBr1y7CwsJo3749CQkJuvIRERHcu3cvQzJoZWXFkiVL2LZtm964tmvXrrFp0yamTZtm6EeWp0xNTenevTubNm3KNNFL/8xMTEzo0qULf/zxB6dPn85QLr1lztbWFiBbO5CYmprSunVrfv/9d73lZiIjI1m3bh2NGjXK0FIrhHixSMugEPmkV69eWFtb8/rrr+Pq6kpISAjLli3DxsaGL774QlfO19eXnj17MmHCBO7du0f58uVZtWoVN27c0JuRmR3lypVj3bp19OrVi8qVK+vtQHLs2DE2bNiga/FKp1KpaNq0KQcPHsyyXkNiPHnyJM2bN2fKlClMnTrV4Ouz+7mBdp3BsLAwDh48qLfeYs2aNfnzzz9p3bo1q1at4v333weyHi+4fv16Zs2axbBhw4iJieHtt99m8eLF7Nu3jwoVKmQ6Xq6gffHFFxw4cABfX1+GDRtGlSpVePjwIQEBAezdu5eHDx8CMGvWLHbv3k3Tpk155513qFy5Mnfv3mXDhg0cOXIEJycn6tSpA2hnKPfu3Rtzc3M6duyoSxL/a8aMGezZs4dGjRrx/vvvY2Zmxvfff09ycjJz584tsM9ACJFPjLjgtRAvtQULFij169dXihYtqpiZmSkeHh5Kv379lCtXrmQo+/jxY+V///uf4u7urlhaWir16tVTdu7cmeN7X758WRk2bJhSpkwZxcLCQrG3t1caNmyoLFy4UElKStKVi4uLUwCld+/ez60zuzGm7yAyZcqUHF1vyOeWmpqqBAcHZxlzUFCQotFodK/nzp2rAMqZM2cyLa9Wq5Xdu3crVlZWytq1a5Xp06crLVq0yLL+Z/npp58y7PIxZcoUBVCioqKeWTazaxVFUSIjI5URI0YoJUuWVMzNzRV3d3elRYsWyrJly/TK3bx5U+nfv7/i4uKiWFpaKmXLllVGjBihJCcn68pMnz5dKV68uGJiYpKtewcEBCh+fn6KnZ2dYmNjozRv3lw5duyYXpnsvj8hROEiexML8Qr766+/6NChA0FBQVSrVs3Y4RQaZcqUYdKkSVhYWDBz5sxMx8vlpxUrVjB06FDCwsIoUaJEgd5bCPHqkTGDQrzCDhw4QO/evV/pRHD27NmcOHGC1NRU4uPjmTlzJgkJCXTu3JmOHTsSExPDzJkzSUxMRKPRcOrUKcaMGZOvMd29exeVSpVh8osQQuQHGTMoxCvsyy+/NHYIRvfo0SP69u1LREQEDg4ONGnShOPHj+u2Z9u3bx//+9//+Oabb9BoNJQvXz7Dosp5JTIyko0bN7J06VIaNGiAjY1NvtxHCCGeJt3EQghRSBw8eJB27dpRv359li9frjcpRggh8oskg0IIIYQQrzAZMyiEEEII8QqTZFAIIYQQ4hUmE0iAtLQ0AgMDcXNz09vdQAghhBCFl0ajITIyklq1amFmJilNTsknBwQGBlK/fn1jhyGEEEKIHDh58iT16tUzdhgvLEkGATc3N0D7y+Th4WHkaIQQQgiRHXfv3qV+/fq673GRM5IMgq5r2MPDQ1b7F0IIIV4wMsQrd+TTE0IIIYR4hUkyKIQQQgjxCpNkUAghhBDiFSZjBrNJo9GQkpJi7DCMztzcHFNTU2OHIYQwMrVaTWpqqrHDEC85+c4pGJIMZkNKSgqhoaFoNBpjh1IoODk54e7ujkqlMnYoQogCpigKERERREdHGzsU8YqQ75z8J8ngcyiKwt27dzE1NaVkyZKv9IwlRVFITEzk3r17ALIMjxCvoPRE0NXVFRsbG/mCFvlGvnMKjiSDz5GWlkZiYiKenp7Y2NgYOxyjs7a2BuDevXu4urpK870QrxC1Wq1LBIsVK2bscMQrQL5zCsar28yVTWq1GgALCwsjR1J4pCfFMl5IiFdL+t95+Y+xKEjynZP/JBnMJukKeUI+CyFebfJvgChI8vuW/yQZFEIIIYR4hRk1Gfz777/p2LEjnp6eqFQqtm7dqndeURQmT56Mh4cH1tbWtGzZkitXruiVefjwIX379sXBwQEnJyeGDBlCfHx8Ab4LIYQQQrwInpd3ZObgwYPUrl0bS0tLypcvz8qVKzOUWbx4MWXKlMHKygpfX19Onjypdz4pKYkRI0ZQrFgx7Ozs6N69O5GRkXn0rnLPqMlgQkICNWrUYPHixZmenzt3Lt9++y1Lly7lxIkT2Nra4ufnR1JSkq5M3759OX/+PHv27OHPP//k77//5p133imot1DoNW3aFJVKxfr16/WOL1y4EE9PTyNFJYQQIjuaNWvG6NGjs3xdEPd8mTwv7/iv0NBQ2rdvT/PmzTlz5gyjR49m6NCh7Nq1S1fm119/ZezYsUyZMoWAgABq1KiBn5+fbhY0wJgxY/jjjz/YsGEDhw4d4s6dO3Tr1i3P31+OKYUEoGzZskX3WqPRKO7u7sqXX36pOxYdHa1YWloq69evVxRFUUJCQhRAOXXqlK7Mjh07FJVKpYSHh2f73mFhYQqghIWFZTj3+PFjJSQkRHn8+LHB7ykhMVE5duKUkpSUZPC1eUGj0Sj29vaKh4eH0r17d71zAwYMUNq3b5+jenPzmQghXlwv8t/9AQMGKIAye/ZsveNbtmxRCtFXYQZNmzZVRo0apXv94MEDJTY2tkDvmZkmTZoogAIoZmZmSsWKFZW1a9fmSzzP+r171vf38/w378jM+PHjlapVq+od69Wrl+Ln56d7Xb9+fWXEiBG612q1WvH09NT9rkVHRyvm5ubKhg0bdGUuXLigAMrx48cNjjs/FNoxg6GhoURERNCyZUvdMUdHR3x9fTl+/DgAx48fx8nJibp16+rKtGzZEhMTE06cOJFl3cnJycTGxuoecXFxeR6/RqOhRImSvO5bj6Bz5/O8/uy4cuUKcXFxTJo0iR07dpCYmKg7FxAQQJ06dYwSlxBCGIOVlRVz5szh0aNHeVZnQe9MVbRoUezt7Qv0nv+lKAqBgYHMnj2bu3fvcunSJRo0aMCAAQMIDQ01SkxxcXF63+vJycl5Uu/x48f18hAAPz8/XR6SkpKCv7+/XhkTExNatmypK+Pv709qaqpeGW9vb0qVKqUrY2yFNhmMiIgAwM3NTe+4m5ub7lxERASurq56583MzChatKiuTGZmz56No6Oj7lGlSpU8jl77y1C2fAUAAs+ey/P6s8Pf3x8rKyuGDh2Kg4MDO3bsALRjFy5cuEDt2rWNEpcQQhhDy5YtcXd3Z/bs2VmWSU5O5sMPP8TV1RUrKysaNWrEqVOndOebNWvGyJEjGT16NM7Ozvj5+emOf/DBB4wePZoiRYrg5ubG8uXLSUhIYNCgQdjb21O+fHndv8Ppdu7cSaNGjXBycqJYsWJ06NCBa9euZRnf0124N27cQKVSZXg0a9YM0DZKzJ49Gy8vL6ytralRowYbN27Uqy8hIYH+/ftjZ2eHh4cHX3/99XM/x/SGhkaNGuHu7k7ZsmWZMGECaWlpnD179rnX54cqVarofa8/62dsiIiIiEzzkNjYWB4/fsz9+/dRq9XPzVUsLCxwcnLKsoyxFdpkMD9NmDCBmJgY3SMkJCTb1yqKQmJKWrYeFb0rAxAYdC7b1zzroSiKQe8zICCA6tWrY2FhQdeuXXX/CAQFBZGWlpYhGXzzzTdp2LChQfcQQogXhampKbNmzWLhwoXcvn070zLjx49n06ZNrFq1ioCAAMqXL4+fnx8PHz7UlVm1ahUWFhYcPXqUpUuX6h13dnbm5MmTfPDBBwwfPpyePXvy+uuvExAQQOvWrXn77bf1emkSEhIYO3Ysp0+fZt++fZiYmNC1a9dsbX9asmRJ7t69q3sEBgZSrFgxmjRpAmgbPn7++WeWLl3K+fPnGTNmDP369ePQoUO6OsaNG8ehQ4f4/fff2b17NwcPHiQgIOCZ9/X390elUlG9enXdsfTP879JUUEJCQnR+16fMGGCUeJ4URXaHUjc3d0BiIyM1NuCJjIykpo1a+rKPD1AE7Q7hjx8+FB3fWYsLS2xtLTUvY6Njc12XI9T1VSZvOv5BYHYO9qFqn/ecZSd1tm75llCpvlhY5H9H1lAQIAu4evWrRvdunUjOTmZgIAAXFxcKFmypK7s2bNnCQsL4+rVq7mOUwjxalD+3S7MGHK6FV7Xrl2pWbMmU6ZMYcWKFXrnEhIS+O6771i5ciVt27YFYPny5ezZs4cVK1Ywbtw4ACpUqMDcuXMz1F2jRg0mTZoEaBsdvvjiC5ydnRk2bBgAkydP5rvvvuPs2bO89tprAHTv3l2vjh9//BEXFxdCQkLw8fF55nsxNTXVfdclJSXRpUsXGjRowNSpU0lOTmbWrFns3buXBg0aAFC2bFmOHDnC999/T9OmTYmPj2fFihWsWbOGFi1aANqEtkSJEs+8b0BAAF5eXjg4OABw8eJFxo8fT82aNalfvz7z5s3jo48+Ijg4mKpVqwIwYsQIlixZwsOHDylSpAjz5s3j66+/xtnZmcTERBYvXkzr1q2fed9nsbe318WTl9zd3TPM+o2MjMTBwQFra2tMTU0xNTXNtEz6z8bd3Z2UlBSio6P1WgefLmNshbZl0MvLC3d3d/bt26c7Fhsby4kTJ3S/2A0aNCA6Ohp/f39dmf3796PRaPD19S3wmP/L3LkUAKlRN41y/6fHBTZr1gxzc3N27dqFv79/hlbByZMnM2vWLJycnLh7964xwhVCvGASExOxs7MzyiM3SeicOXNYtWoVFy5c0Dt+7do1UlNT9XpIzM3NqV+/vl7ZrMZbP91SZmpqSrFixahWrZruWHqr2dONGFeuXKFPnz6ULVsWBwcHypQpA8CtW7cMek+DBw8mLi6OdevWYWJiwtWrV0lMTKRVq1Z6n9vPP/+s64a+du0aKSkpet+XRYsWpVKlSs+8V0BAADdu3MDOzg4rKytq1apFtWrV2LlzJyYmJgQHB1OtWjUuXbqkey/Hjx+nRIkSFClSBIDg4GC+/vprgoKC+PLLL5k6dapB77egNGjQQC8PAdizZ48uD7GwsKBOnTp6ZTQaDfv27dOVqVOnDubm5nplLl26xK1bt3RljM2oLYPx8fF6LVGhoaGcOXOGokWLUqpUKUaPHs2MGTOoUKECXl5efPbZZ3h6etKlSxcAKleuTJs2bRg2bBhLly4lNTWVkSNH0rt373xbNsXa3JSQaX7ZKhsZWZOyv0xEHRPB3g988XRxyvW9s+v69etER0frkj4zMzM6derEpk2bOHfunO5/vQCnTp0iPj6e5s2b4+3tTUhIiGwILoR4aTVp0gQ/Pz8mTJjAwIEDDb7e1tY20+Pm5uZ6r1Uqld6x9JbMp7uAO3bsSOnSpVm+fDmenp5oNBp8fHwMmpgyY8YMdu3axcmTJ3WTS9LX292+fTvFixfXK/90z1hOBAQEMG7cOIYOHYqNjQ0eHh56rbTBwcG8+eabumRw+vTpdO3alaNHj+qV+fDDDwEoXry4buvX/Pa8vGPChAmEh4fz888/A/Dee++xaNEixo8fz+DBg9m/fz+//fYb27dv19UxduxYBgwYQN26dalfvz7z58/XjRUF7eTXIUOGMHbsWIoWLYqDgwMffPABDRo00LUQG5tRk8HTp0/TvHlz3euxY8cCMGDAAFauXMn48eNJSEjgnXfeITo6mkaNGrFz506srKx016xdu5aRI0fSokULTExM6N69O99++22+xaxSqbLdVVumhCdFiznz8MF9Ll++RPniBTcez9/fHwsLC71uhu7du+vGq0ycOFF3fPLkyUyfPh1AlwymdxkIIURWbGxsjLbIf273R/7iiy+oWbOmXitYuXLldGMBS5cuDWj3wz116lS+rLv34MEDLl26xPLly2ncuDEAR44cMaiOTZs2MW3aNHbs2EG5cuV0x6tUqYKlpSW3bt2iadOmmV5brlw5zM3NOXHiBKVKaXuyHj16xOXLl7O8Jr2hoVWrVpQvXz7DeUVRuHHjBh06dOCbb77h+vXrXL9+HV9fX933kaIoXLx4kUqVKqFWq/nuu+9o166dQe87p56Xd9y9e1evVdbLy4vt27czZswYFixYQIkSJfjhhx90E4cAevXqRVRUFJMnTyYiIoKaNWuyc+dOvfGT33zzjS5HSU5Oxs/PjyVLlhTAO84eoyaDzZo1e+akCJVKxbRp05g2bVqWZYoWLcq6devyI7xcU6lUVKlShSOH/+Zc8HnaNS+4ZDAgIAAfHx8sLCx0x1q1aoVarSYlJUXXYnj06FEOHTpEnz59AO3/mnr27FlgcQohXlwqlSrLVrLCrlq1avTt21ev8cDW1pbhw4czbtw4XUvR3LlzSUxMZMiQIXkeQ5EiRShWrBjLli3Dw8ODW7du8cknn2T7+uDgYPr378/HH39M1apVdTNTLSwsKFq0KP/73/8YM2YMGo2GRo0aERMTw9GjR3FwcGDAgAHY2dkxZMgQxo0bR7FixXB1dWXixImYmGQ9gix98sjTS7o9LTQ0lJIlS1K5cmWuXbvG9OnT+eyzz9iyZYvueyc0NJTk5GQaNGiAhYUFLVu2NOh958bz8o7Mdhdp1qwZgYGBz6x35MiRjBw5MsvzVlZWLF68ONuLXRe0Qjtm8GVRzUc7ePbihfOkpBVMMzhoZ5E9PZYStF0DsbGxKIqCl5cXAJ999hl79+7lxo0b3Lhxg+3btxs0u1oIIV5U06ZNyzBr94svvtD1otSuXZurV6+ya9cu3Vi3vGRiYsIvv/yCv78/Pj4+jBkzhi+//DLb158+fZrExERmzJiBh4eH7pG+s0V6IjZ79mzdsKrt27fr/v0H+PLLL2ncuDEdO3akZcuWNGrU6Jlr0KbPsHZ0dMz0fHBwMD4+PlhaWpKQkEB4eDjNmjXTHU8v07FjR86cOcPJkyeZNWtWrruuRe6oFEPXK3kJ3b59m5IlSxIWFpZhFlVSUhKhoaF4eXnpdU9n15IlSxgxYgSNW7Rm6+9/UNTW4vkXFZD9+/czY8YM9u/frzv28OFDKlWqRFRUVJbX5fYzEUK8mOTvvnieWbNmYW5uzrhx4/j111+pWrUqPj4+eHh4cP36daytrZk1axapqalMmTIlW3U+6/fuWd/fIvukZTCfpf9P6NrliyQkpxk5Gn1vvPGGXiII2m73ZyWCQgghRFaebgHs1asXPj4+3Lt3D3t7e6ytrXVlnp5lLYyv0K4z+LJIX2PpTtgt7j2KpmTR3A16FkIIIQqrzMbwu7q6cvny5WeWEcYlLYP5rFixYroZRRdDLpCa9vxV5YUQQgghCookgwVAr6s4pXB1FQshhBDi1SbJYAFI7yq+dvki8YVs3KAQQgghXm2SDBaA9GTw6qULJCQX3PIyQgghhBDPI8lgAXjSTXyB5DQ1qWoZNyiEEEKIwkGSwQJQpUoVACLv3iEuNqbQLTEjhBCGkOVpRUGS37f8J8lgAXByctJtFH79yiXpKhZCvJDMzc0BSExMNHIk4lWS/vuW/vsn8p6sM1hAqlatSnh4OFcvXaC+bwNjhyOEEAYzNTXFycmJe/fuAWBjY4NKpTJyVOJlpSgKiYmJ3Lt3DycnJ0xNTY0d0ktLksEC4uPjw+7du7lyMUQ3btDcVBpmhRAvFnd3dwBdQihEfnNyctL93on8IclgAalRowYA1y6GAJCQnIaTTeHZp1gIIbJDpVLh4eGBq6srqampxg5HvOTMzc2lRbAASDJYQKpXrw7A5QvnURSF+KSCSQabNm3K33//zbp16+jTp4/u+MKFC5k9ezZ37tzJ9xiEEC8fU1NT+ZIW4iUh/ZQFpHLlypiZmREd/YjIu+HEF8BOJIqiEBgYiIeHB5s2bdI75+/vT+3atfM9BiGEEEIUbpIMFhBLS0u8vb0BuHIhhJQ0DSlp+Tur+MqVK8TFxTFp0iR27NihNwMwICCAOnXq5Ov9hRBCCFH4STKYUykJWT9SkzItW91Hu95g6MUgVKmJxMfFQurj7NWbA/7+/lhZWTF06FAcHBzYsWMHAElJSVy4cEFaBoUQQgghYwZzbJZn1ucqtIa+G568/rI8pCZS434y64Dbf8ylmuUi7bnSjWDQ9idl51eDxAcZ65waY3CIAQEBVK9eHQsLC7p27crGjRvp3r07QUFBpKWl6ZLBefPmMW/ePJydnYmJiaFdu3YsXrzY4PsJIYQQ4sUjLYMFqLqbdrD12cgn29Ep5N/K6gEBAbqEr1u3bmzfvp3k5GQCAgJwcXGhZMmSAAQHB7NgwQLOnDlDSEgIK1euJD4+Pt/iEkIIIUThIS2DOfXpM2bhqv4zw27cVQCq37kLaytw6SGc7h2IpaUVFdwcsHq67OhzeRZiQECAbgZxs2bNMDc3Z9euXRkmjwQHBzNx4kQAzpw5Q7ly5bCzs8uzOIQQQghReEkymFMWtgaX9ShdDmdnZ+7fv0/47XC8vKuRoDHXTwYNqfcZrl+/TnR0tC7pMzMzo1OnTmzatIlz587Rtm1bQDvj+NKlS3Tv3p3ExESio6M5cuRInsQghBBCiMJPuokLkEql0q03GHr5AgDxyfmzxIy/vz8WFhb4+PjojnXv3p1t27Zx/vx5XZIYGhpK5cqVOXPmDJcvX+bDDz/km2++yZeYhBBCCFH4SDJYwNJ3IrlyIRjQ7kSiKHk/bjAgIAAfHx8sLJ4sbN2qVSvUajUpKSm6ZDA4OJhKlSrpylSrVo3IyMg8j0cIIYQQhZMkgwUsvWXwwvlgTFQq0jQKSama51xluNmzZ+Pv7693zNLSktjYWBRFwcvLC9BPBtVqNevXr6dFixZ5Ho8QQgghCicZM1jA0pPBoKAgbCxMiU9OIz45DWsL42zrFBwczJEjR9iwYQMqlYq2bdsyfPhwo8QihBBCiIInyWABq1KlCqampjx8+JD4h/fAtijxyWm42FsaJZ5169YZ5b5CCCGEKBykm7iAWVlZ6bplr18KAbTjBjX5MG5QCCGEEOJ5JBk0gvRJJBfOn8PMxASNopCYT7OKhRBCCCGeRZJBI0gfN3ju3DnsrbQ99fm1xIwQQgghxLNIMmgE6S2DZ86cwc5SmwzGSTIohBBCCCOQZNAIatasCcClS5cw0aQA8DhFTZo675eYEUIIIYR4FkkGjcDDwwN3d3c0Gg0XzgdjZa5dVka6ioUQQghR0CQZNJJatWoB2p1C0ruKJRkUQgghREGTZNBI0reDCwwMxC59EklS/mxNJ4QQQgiRFVl02kiebhm0tTBDpVKRotaQkqbB0tw4u5EI8cpLioH4e9o///tISYC6g8DBU1v2wh9wZh2kJkJqkvbPtCRQp4Kihu4/Qsl62rL+K2HXJNCkac9p0kDRgMpE++i1Fiq10ZY9txH+GPXvOdWTMqYWYGoObeaAdztt2ZvH4OAX2nNmltrzppZgZgHmtuDT/UkMcRFw86j2uIUNWNg+eW5uC1YO2uuFEK8cSQaNJL1lMDg4GHVaKjYWpiQkpxGXnCbJoBB56eF1iLoMCVH/Pu7rP++9BoqU0ZY9vhgOzcm6rgqtniSDj27Cpb+yLpua8OS5Rg0pcRnLKBrt42nqFEiJz7pedfKT53EREHoo67Lu1Z4kg3fPwsbBWZf1mw0N3n9S9s/RYOUIlg7aRNHKESwdtX+WbqCtGyAtWfs52hQFc+us6xdCFFqSDBpJmTJlcHJyIjo6mpCQEDzLepOQnEZ8UhrOdnm3NV3Tpk35+++/WbduHX369NEdX7hwIbNnz+bOnTt5di8hClRyPDwKhYehEHsHYm9r/4wJh+4/gFNJbbnANXD466zriYt8kgxaF9FPenRJkANY2oFNsSfXlWsOHReAmbU2CTK3BjMrbSudiRk4l39S1qc7lG0GJqbacyZmgApQQFHA2ulJ2cododRr2uOK8m/CqNYmiepUKFr2SdkS9aDbD/+eS4a0FO3ztGRtS6W7z5OylvZQprE20UxJ1J5Pf65O1r7PdPGREO6f9WfmN/tJMng3CFa00j43twHrotrE0Kao9nn1Xk9aPZNi4fapf88X0563sNW2gAohjEaSQSNRqVTUqlWLAwcOEBgYSMUqPhD7ZGs6kzz4x1FRFAIDA/Hw8GDTpk16yaC/v7+udVKIQislAe5fhgfXoHzLJ0nTwS/g4Oysr4u+9SQZdKkMnrXB1uXfR7GnnjuDS6Un1702XPvIDreq2kd2WDvpJ3zPYmmvfWSHU8kn7/N5SjeAgX9mfk79n8lrHjWh93pIjv23mzwWkmOePH/6M0uOA5WpNmFN/TfJjL395HyJek+eR12ENd3072Vqqf1Z2LlA/Xeg5lva448fwdV92p+RrSvYuWqTRxMZ6i5EXpNk0IjSk8GAgAAGDhyIqYkKtUbhcYoaW8vc/2iuXLlCXFwcX3zxBePGjSMxMREbGxtAO1axa9euub6HEHkmOgxuHYd7F7SPqAvarlj+nVQ18C8o01D73N5d+6d1UW2rnmMJ7cOhuLYb9+lkpXpP7UNkzfQ//97YuTwZl/g85VvA5AfaxDHxASQ+gscP/33+EMo0eqqwCtx8tMcTH2hbJNXJ/7bq3tYmm+nuX4FNQ/TvpTL9Nzl00Sbttfppjz9+BJd3a38v0h+WDtLiKEQ2STKYQ4mpiQZfY2FqgZmJ9iNP06RRpVoVQDujWKVSYWdpRmR8LFEJCioT/a5iG3Mbg+/n7++PlZUVQ4cOZfr06ezYsYPu3buTlJTEhQsXmD59usF1CpFrKQkQcQ7unIFKbaFIae3xK7tg+0cZy9sUA+eK+l/sPt2hSpfst7aJ/KVS/dut7ghFn1GuZD0YflT7XFG0rYiJDyD+3zGcLhWflDUx03Zrx9/Tnnv8UNv6GB+pfSQ/Na7y/hXY8o7+vcxt/k0MPaDuYKjWQ3s8OQ7uBGqP27tnvxVWiJeYJIM55LvO1+Brvmr6FX5l/ADYd2sfX9z5AtBuS6fRaLC3MqPPrp7EpcZkuPbcgHMG3y8gIIDq1atjYWFB165d2bhxI927dycoKIi0tDS9buKVK1eycOFC1Go1Go2Gjz76iAEDBhh8TyH0aDTarsGwfyDspPZL+P7lJ5MmLGyhyNva5+41oFQDcPEG1yrg6q3t4rVzyVivfIG/+FQq7c/fwhacSmU8X7y2fre2OvXfyT//JofFnhqTaWIKXk21E2riIrRd2qmJ2slDD69r/+OQLvI8rOr45LWFHdi5PUkOa/TWThQC7SzxxPtg556x9VSIl4j8dhuRpYclppamJCQkcOXKFbzKlX/+RQYICAjQJXzdunWjW7duJCcnExAQgIuLCyVLascaff/996xdu5Zdu3bh7OzMgwcP+OOPP/I0FvGKSH2sXV7Fuoj29ZXdsL5XxnJ27uBZUzsOLF3JejB4Z4GEKV5Apubg4KF9/FfxOjBg25PXKYkQH/EkOfSo8eScJg2KVfi3dTFWO4nmYTw8vKY9X+q1J2XvBsGPrbVL+9i5PRmG4FAcHItrJwWlT6QRL4zFixfz5ZdfEhERQY0aNVi4cCH169fPtGxqaiqzZ89m1apVhIeHU6lSJebMmUObNm10ZeLi4vjss8/YsmUL9+7do1atWixYsIB69Z6Mlx04cCCrVq3Sq9vPz4+dOwvHv3mSDObQibdOGHyNhamF7nmLUi042e8kzb9vzskTJwkMDKRSpUp812QzyWo1JYvY4GiduzW/AgICdJNGmjVrhrm5Obt27dKbPPLo0SMmTZpEUFAQzs7OABQrVoyBAwfm6t7iFaFOg7tn4PoBuH4Iwk7A6x9Ci8+050vW17a8FK8NJX21X9oeNTP/Qhcir1jYaGddPz3zOl2ZRvDBae3z5HhtUhgXAXF3tX+Wfv1J2ccPwcQcNKn/nr8L4U/V1e6rJ8lg2En49W1tkpieMD6dPLpU0s6iFkb166+/MnbsWJYuXYqvry/z58/Hz8+PS5cu4erqmqH8pEmTWLNmDcuXL8fb25tdu3bRtWtXjh07plsveOjQoQQHB7N69Wo8PT1Zs2YNLVu2JCQkhOLFi+vqatOmDT/99JPutaVl3q0ckluSDOZQTsbwPc3MxAwzEzPq1K7DyRMnCQgIoHfv3rjY2XM/Ppm0NPNc3eP69etER0frkj4zMzM6derEpk2bOHfuHG3btgVgy5YtNG/eHE9Pz1y9H/EKSU2CwNVw/SCEHtZ2yT3t/qUnz22Kwie3tN14QhQ2lnbaR7FymZ+v1BYm/dstHRv+7xJG4U+euz21dE9MmLY1Mj4i82V52n0F9Ydpn0eeh7+/BMeS2i5yxxLa544lZBxsPps3bx7Dhg1j0KBBACxdupTt27fz448/8sknn2Qov3r1aiZOnEi7dtoJVcOHD2fv3r18/fXXrFmzhsePH7Np0yZ+//13mjRpAsDUqVP5448/+O6775gxY4auLktLS9zd3QvgXRpOkkEje3pbOgB7KzPuxycTl6zdmk6Vw9lw/v7+WFhY4OPz5B+r7t278/bbb5OYmMjEiRMB7aLXNWvWzN2bEC83dZp2pmf6Wnym5rB/+pOZn1aO4NVE22VWtnnG1hhJBMWLzMQE7N20j+LPWI6rQmt456B2ncv/Jo2x4frjIqMuwvktmddj6QDt5z2ZAR8Trp1ln54w2rvL36kcSklJwd/fnwkTJuiOmZiY0LJlS44fP57pNcnJyVhZWekds7a25siRIwCkpaWhVqufWSbdwYMHcXV1pUiRIrzxxhvMmDGDYsWKURhIMmhkT29LpygKtpZmmKhUpKk1JKWqsbbI2Y8oICAAHx8fLCyedE23atUKtVpNSkqKLgm1tbVFo9FkVY14VaUkwtU9cHG7dtyfpT2MOqsd9G9iCq+9r53tWa65tttXvpzEq87SHjxraR/P414d/GZpl1OKSX/c1s6sTo7Vtlamu3Vcf4kdEzNt17NjSe2j3tAnu8ykJmknZ1nkrufqRRQXF0dsbKzutaWlZYZu2Pv376NWq3Fzc9M77ubmxsWLFzOt18/Pj3nz5tGkSRPKlSvHvn372Lx5M2q1GgB7e3saNGjA9OnTqVy5Mm5ubqxfv57jx49TvvyTeQBt2rShW7dueHl5ce3aNT799FPatm3L8ePHMTU1/r+fkgwamY+PD+bm5jx8+JAbN27g5eWFnaUZsUmpxCWl5TgZnD17NrNn6y/Ka2lpqfeXBaBt27YMHTqU4cOHU6xYMWJjY9m2bRv9+vXL8XsSL6jUx3B1r7bF4tJO/e3UFEU7nip9rF+zjN0pQohscq6gffxXSoK2JdD+qa5ES3so3QhibmlbGTVp2kXVo29pz1fp/KTsxT+1iaNNsX+7oEuCU+l/H6WgRF3tOo0voSpVqui9njJlClOnTs11vQsWLGDYsGF4e3ujUqkoV64cgwYN4scff9SVWb16NYMHD6Z48eKYmppSu3Zt+vTpg7//k+ECvXv31j2vVq0a1atXp1y5chw8eJAWLVrkOs7ckmTQyCwtLalevTr+/v6cOnUKLy8v7K2eJIOuDvl7/9dff52xY8fSvHlzXbf0mDFj8vemonDaPQlO/fDktVMpqNwJKrXTTv6QpTWEyF8WtvprLQJU9NM+QLvHdVyEthUxvUXRo/qTsnF3tX8mPtA+7p7Rr6v3OvBur31+7QD4/6T9e/50wuhUUhvHC+a/kzUym5zh7OyMqakpkZGRescjIyOzHMvn4uLC1q1bSUpK4sGDB3h6evLJJ59QtuyT4TDlypXj0KFDJCQkEBsbi4eHB7169dIr819ly5bF2dmZq1evSjIotOrVq6dLBt98803srbQ/lsSUNNLUGsxM83f7paFDhzJ06NB8vYcoZO5dgDNrtfvGps+GrNwRLu2Aql2hajft+CjZwUGIwsPEVDtb2bE4kMlat69/ALXefpIsprcgRt/U/vn0eN67QRDye+b3sXGGN1c92T3m4XV4cP1JsmhunedvLbfs7e1xcHh264mFhQV16tRh3759dOnSBQCNRsO+ffsYOXLkM6+1srKiePHipKamsmnTJt58880MZWxtbbG1teXRo0fs2rWLuXPnZlnf7du3efDgAR4ehWNlBUkGC4F69eqxdOlSTp06BYCFmSlWZqYkpamJT07DycbiOTUIkQ2PH8G5jXBmHdwJ0B5LS4Z2X2qfl2kCo4Nl71chXmTp+2C7+zy7XPkWYGapnzA+uqVdHSDxPlg5PSl74Q/YM/nJa1vXfxPDUtodhOoMerKTkKIU6v9Ejh07lgEDBlC3bl3q16/P/PnzSUhI0M0u7t+/P8WLF9cNszpx4gTh4eHUrFmT8PBwpk6dikajYfz48bo6d+3ahaIoVKpUiatXrzJu3Di8vb11dcbHx/P555/TvXt33N3duXbtGuPHj6d8+fL4+fkV/IeQCUkGC4H0hSn9/f1Rq9WYmppib2VGUryauCRJBkUu3QmEkz9A8EbtgtCgHYResc2T7ieQJFCIV4l7tcwXzH4crU0Onx7TaGGnXUbn0U1Iift3F5h7EP7veo1Vuz0pe2whHF+snyymDzkpBOss9urVi6ioKCZPnkxERAQ1a9Zk586dukklt27dwuSpfwuTkpKYNGkS169fx87Ojnbt2rF69WqcnJx0ZWJiYpgwYQK3b9+maNGidO/enZkzZ2Jurl0r2NTUlLNnz7Jq1Sqio6Px9PSkdevWTJ8+vdCsNahSFEUxdhDGdvv2bUqWLElYWBglSpTQO5eUlERoaCheXl4Zpo7nlbS0NBwdHUlMTOT8+fNUqVKF+KRUrt9PwMzEhMoe9jleYiY/FMRnIvKIOhXmVdaukwbaf9Br9YNqPV/ageRCiHyiKNoeBl1r4r+PNyaB1b9dtNs/0h97nO7DwMwXAc+lZ31/i+yTlsFCwMzMjNq1a3PkyBFOnTpFlSpVsElfYkaTuyVmxCsmLhKC1ml3ATEx1a4JWP8d7X7A9YZpdwQpRP+xEEK8QFQqbeueTVHtdpKZeWMS1Oz7n4TxpnZ2syi0JMPIpvxuQK1Xr54uGRwwYAAmKlWeLDGTH6QxuRC6fxWOL4Qz60GdDK5VnnQBNx3/7GuFECKvWBeB4kWevUC3KHQKT4ZRSKUvBpmSkoK1df7NoEofN5g+iQQo0CVmDJGYmAigGw8hjCjsFBydr10cmn+T9BL1tbsYCCGEENlQqJNBtVrN1KlTWbNmDREREXh6ejJw4EAmTZqkG0OnKApTpkxh+fLlREdH07BhQ7777jsqVMhkQc8cMDMzw8bGhqioKMzNzfUGlual6tW1a0WdOXOG2NhYLCwsMEeDkpZCQloK8Qkm+b7EzPMoikJiYiL37t3DycmpUKya/sp6/Ag2DoZr+58cq9QOGo6CUq8ZLy4hhBAvnEKdDM6ZM4fvvvuOVatWUbVqVU6fPs2gQYNwdHTkww8/BGDu3Ll8++23rFq1Ci8vLz777DP8/PwICQnJk8kNKpUKDw8PQkNDuXnzZq7re9Z9HBwciI2NZffu3VStWhWAR7FJpKoVUmMssLEoHMmXk5NTod1s+5Vh5QQJ97Wzgqv3hoYfgkslY0clhBDiBVSok8Fjx47RuXNn2rfXrphepkwZ1q9fz8mTJwFtS9X8+fOZNGkSnTtrt+T5+eefcXNzY+vWrXrbv+SGhYUFFSpUICUlJU/qy0q9evXYt28fd+/epUOHDgDsPnSN306H0aqyG5+0K/+cGvKfubm5tAgaw50zcHQBdFqo3bdUpdI+t3aCImWMHJwQQogXWaFOBl9//XWWLVvG5cuXqVixIkFBQRw5coR58+YBEBoaSkREBC1bttRd4+joiK+vL8ePH88yGUxOTiY5OVn3Oi4u7rmxmJiY5PsyKr6+vuzbt48zZ87o7tWgogffHLjB1uAoJnWuYfSuYlHAom/Bvulw7jfta/dq0His9nlWs/mEEEIIAxTqZPCTTz4hNjYWb29vTE1NUavVzJw5k759+wIQEREBoFssMp2bm5vuXGZmz57N559/nn+B51D9+vUB/UkktUs54WRjTnRiKv43H+FbtpixwhMF6fEjOPw1nPge1P+2SFfrCVW7GDUsIYQQL59sJYNjx441uOJJkyZRtGjuVhv/7bffWLt2LevWraNq1aqcOXOG0aNH4+npyYABA3Jc74QJE/TeU3h4OFWqVMlVrHkhfUbx+fPnSUhIwNbWFjNTE96o5MrmwHD2XbwnyeDLTlHgxFI4+AUkRWuPeTWBVtOlJVAIIUS+yFYyOH/+fBo0aICFRfa2RTty5AgjR47MdTI4btw4PvnkE113b7Vq1bh58yazZ89mwIABukkMkZGReps9R0ZGUrNmzSzrtbS01NsCJjY2Nldx5hVPT088PT25c+cOgYGBNGqk3SS8RWU3NgeGszckkk/bVTZylCJfqVRw85g2EXStAq2mQfmWslC0EEKIfJPtbuItW7bg6uqarbL29vY5DuhpiYmJGZZyMTU1RaPRAODl5YW7uzv79u3TJX+xsbGcOHGC4cOH50kMBa1evXr8/vvvnDp1SpcMNqnojLmpiuv3E7gWFU85FzsjRynyVOxd7W4hdv/+/fKbBeXegNr9tceFEEKIfJSt2Qg//fQTjo6O2a70+++/zzCOLyc6duzIzJkz2b59Ozdu3GDLli3MmzePrl27AtrlWEaPHs2MGTPYtm0b586do3///nh6etKlS5dc398YMl982pzX/u0e3nch0ihxiXygToOj38KiurBr4pPjTiWh7iBJBIUQQhSIbLUMGjo+76233spRMP+1cOFCPvvsM95//33u3buHp6cn7777LpMnT9aVGT9+PAkJCbzzzjtER0fTqFEjdu7cme8zf/NL+iSSEydO6B1vWdmNw1fuszfkHu80KWeM0EReijgHv4+Au0Ha149uQOpjMM+/XW6EEEKIzKiUXGw0GxwczKFDh1Cr1TRs2JA6derkZWwF5vbt25QsWZKwsDBKlChh1FhiYmIoUqQIiqIQGRmp65q//SiRRnMOYKIC/0mtKGKbvfGbopBJS4a/v4Qj34AmDawcofVM7cbu+bS7jRBCvKwK0/f3iyzH3z6LFy+mRYsWHDp0iAMHDvDGG28wc+bMvIztleTo6Kib2Xz8+HHd8RJFbPB2t0ejwIFL94wVnsiNqMuwtJE2GdSkQeVOMOIU1H5bEkEhhBBGk+1voLCwML3XixYt4vz58/z2229s2bKFnTt3Mn/+/LyO75XUoEEDQD8ZBGhVRTsOc6+MG3wx2btBchzYusKbP0Ov1dpjQgghhBFlOxls2bIlCxYsIL1XuVixYuzcuZPk5GTi4uLYu3cvLi4u+RboqySrZLBFZW3i8Pfl+ySnqQs8LpED0WHatQNB2yXcZz2MPAlVOhs3LiGEEOJf2U4GT506xaVLl/D19eXMmTMsW7aMb775Bmtra5ycnPj1119ZtWpVfsb6ynj99dcB7WeempqqO169uCMu9pbEJ6dx4vpDY4UnskNR4MQy7UzhM+ueHPesBdZFjBeXEEII8R/ZXmfQwcGBJUuWcOzYMQYOHMgbb7zB4cOHUavVqNVqnJyc8jHMV0vFihUpUqQIjx49IigoiLp16wJgYqKihbcrv5wKY++FSJpUlJbYQikuEn5/H67u1b6+shtq9TVuTEIIIUQWDB61/vrrr3P69GmKFClCrVq1+PvvvyURzGMmJia89tprQMau4pb/dhXvu3CPXEwEF/kl9DB831ibCJpZQdsvoedKY0clhBBCZCnbyWBaWhpLlizhgw8+YOXKlXz66af88ccffP311/Ts2ZPISJnUkJeyGjfYsLwzVuYmhEc/5vydwrGNngA0Gjj8NfzcCeIjtVvJvXMIfN+RreSEEEIUatlOBocMGcKiRYuwtbXlp59+YsyYMVSsWJH9+/fTpk0bGjRowHfffZefsb5SskoGrS1MaVZRu/bgzuCIAo9LZOFuIOybDooGarwFQ/eBq7exoxJCCCGeK9vJ4O+//86mTZv44osv2LNnD9u3b9edGzJkCP/88w+HDx/OlyBfRfXr10elUnHjxg0iIvSTvjY+7gDsPC/JYKFRvA68MRE6LYQuS8DCxtgRCSGEENmS7WTQzc2N3bt3k5KSwv79+ylWrJjeeVdXV9atW5fF1cJQDg4O+Pj4ABlbB5t7u2JuquLqvXiu3oszRngC4NxGiL715HWTcVC7v3QLCyGEeKFkOxlctGgRM2fOxNramvfee08WmC4AWXUVO1qb83o5ZwB2nZexmgVOo4bdn8GmIbD+LUhJNHZEQgghRI5lOxls1aoVkZGRREREcPv2bd1aeCL/ZJUMwlNdxTJusGAlxcC6XnDsW+3rin7aWcNCCCHEC8qgpWVUKpXsMlKA0pPB06dPk5KSoneuVRU3VCo4Fx7D7UfSMlUgHl6HH1rC1T3aBLDHj9DiM9lXWAghxAstW99itWvX5tGjR9mutFGjRoSHh+c4KKFVsWJFihYtSlJSEkFBQXrnnO0sqVemKCBdxQXitj/80AruXwZ7Txi8E3y6GzsqIYQQIteytQPJmTNnCAoKomjRotmq9MyZMyQnJ+cqMKFtiW3QoAHbt2/n2LFj1KtXT+98Wx93ToY+ZFdwBEMaeRkpyleAosDOjyHxPrhXh74bwN7d2FEJIYQQeSLb29G1aNEi2zteqGQ2ZZ55/fXX2b59O0ePHmXUqFF65/yquvP5HyGcuvmQe3FJuNrL2LV8oVJBz1VwYBa0/QIs7Y0dkRBCCJFnspUMhoaGGlxxiRIlDL5GZNS4cWMA/v77bxRF0Uu0PZ2sqVHCkaDbMewJiaSvb2ljhfnyURS4fRpK/tsa61gcuiw2bkxCCCFEPshWMli6tCQZxlKvXj0sLS2JjIzk6tWrVKhQQe+8n487Qbdj2BkcIclgXtGoYftH4L8Sui2H6j2NHZEQQgiRb2QaZCFnZWVF/fr1AW3r4H+1qaodu3b82gNiElMLNLaXkjoVNr8D/j9pX6fKTG0hhBAvN0kGXwDpXcWZbfdX1sWOim52pGkU9l6QWcW5kvoYfu0HwRvBxAx6rIA6A4wdlRBCCJGvJBl8ATRp0gTIPBkEaOPjAcCO4LsFFtNLJzkO1vaEyzu1awj2Xi9LxwghhHglSDL4AmjQoAEmJiZcv3490/UbO1TXJoOHLkcR81i6ig2WmqRNBG8cBgt76LcJKrY2dlRCCCFEgTA4GQwLC+P27du61ydPnmT06NEsW7YsTwMTTzg4OFCrVi0g89bBim72VHC1I1WtsPu8bE9nMDNLKFEXLB2h/+9QppGxIxJCCCEKjMHJ4FtvvcWBAwcAiIiIoFWrVpw8eZKJEycybdq0PA9QaD1r3CBAh+qeAPx5VrqKDaZSQavpMPwolKhj7GiEEEKIAmVwMhgcHKyb3frbb7/h4+PDsWPHWLt2LStXrszr+MS/nl5vMDMdami7io9evc+jhJRMy4inJMfDvmnaLmLQJoROJY0bkxBCCGEEBieDqampWFpaArB37146deoEgLe3N3fvSqtUfklPBoODg3n48GGG8+Vc7Kjs4UCaRmGXdBU/W+pjWN8bDn8NW98zdjRCCCGEURmcDFatWpWlS5dy+PBh9uzZQ5s2bQC4c+cOxYoVy/MAhZaLiwve3t4AHD16NNMy6RNJpKv4GdSpsGHgk8kiDUYaOyIhhBDCqAxOBufMmcP3339Ps2bN6NOnDzVq1ABg27Ztuu5jkT+e11Xc8d9xg8eu3ed+fHKBxfXC0Ghg6/Any8e89at24ogQQgjxCjM4GWzWrBn379/n/v37/Pjjj7rj77zzDkuXLs3T4IS+5603WKqYDdVLOKJRYEewdBXrURTYMR7ObdAuKP3mz1CmobGjEkIIIYwuR+sMKoqCv78/33//PXFxcQBYWFhgY2OTp8EJfektg/7+/iQkJGRaJr2rePvZOwUW1wvh0Fw4tRxQQdfvoaKfsSMSQghhBIsXL6ZMmTJYWVnh6+vLyZMnsyybmprKtGnTKFeuHFZWVtSoUYOdO3fqlYmLi2P06NGULl0aa2trXn/9dU6dOqVXRlEUJk+ejIeHB9bW1rRs2ZIrV67ky/vLCYOTwZs3b1KtWjU6d+7MiBEjiIqKArTdx//73//yPEDxROnSpSlVqhRpaWkcP3480zLtqmmTwROhD7kXm1SQ4RVuZZuBlSO0/xqq9TB2NEIIIYzg119/ZezYsUyZMoWAgABq1KiBn58f9+7dy7T8pEmT+P7771m4cCEhISG89957dO3alcDAQF2ZoUOHsmfPHlavXs25c+do3bo1LVu21NskYu7cuXz77bcsXbqUEydOYGtri5+fH0lJheR7WjFQ586dlX79+inJycmKnZ2dcu3aNUVRFOXAgQNK+fLlDa2uUAgLC1MAJSwszNihPFf//v0VQPn000+zLNNl8RGl9Md/Kj8duV6Akb0A4u8bOwIhhBB5yNDv7/r16ysjRozQvVar1Yqnp6cye/bsTMt7eHgoixYt0jvWrVs3pW/fvoqiKEpiYqJiamqq/Pnnn3plateurUycOFFRFEXRaDSKu7u78uWXX+rOR0dHK5aWlsr69euzFXd+M7hl8PDhw0yaNAkLCwu942XKlMl0qzSRt9544w0A9u/fn2UZWYD6X7f9ISL4yWtbme0uhBAvo7i4OGJjY3WP5OSMkyhTUlLw9/enZcuWumMmJia0bNkyy9625ORkrKys9I5ZW1tz5MgRANLS0lCr1c8sExoaSkREhN59HR0d8fX1zfK+Bc3gZFCj0aBWqzMcv337Nvb29nkSlMha8+bNATh16pRuvOZ/ta/mgUoFp28+4vajxIIMr/B4eB3W9YSf2kJ4gLGjEUIIkY+qVKmCo6Oj7jF79uwMZe7fv49arcbNzU3vuJubGxERmU+69PPzY968eVy5cgWNRsOePXvYvHmzbl1le3t7GjRowPTp07lz5w5qtZo1a9Zw/PhxXZn0ug25b0EzOBls3bo18+fP171WqVTEx8czZcoU2rVrl5exiUyUKlWKcuXKoVars5xV7O5oxWte2lawbUGv4ESShAewpgckPoCiXuBc0dgRCSGEyEchISHExMToHhMmTMiTehcsWECFChXw9vbGwsKCkSNHMmjQIExMnqRPq1evRlEUihcvjqWlJd9++y19+vTRK1PYGRzp119/zdGjR6lSpQpJSUm89dZbui7iOXPm5EeM4j+y01XctVZxALYEhKMoSoHEVSikJcOvfeHhNXAsBW9tAEs7Y0clhBAiH9nb2+Pg4KB7pO+U9jRnZ2dMTU2JjIzUOx4ZGYm7u3um9bq4uLB161YSEhK4efMmFy9exM7OjrJly+rKlCtXjkOHDhEfH09YWBgnT54kNTVVVya9bkPuW9AMTgZLlChBUFAQn376KWPGjKFWrVp88cUXBAYG4urqmh8xiv/ITjLYppo7FmYmXLkXT8jd2IIKzbgUBbaPhVvHwdIR+m4Ae7fnXyeEEOKlZ2FhQZ06ddi3b5/umEajYd++fTRo0OCZ11pZWVG8eHHS0tLYtGkTnTt3zlDG1tYWDw8PHj16xK5du3RlvLy8cHd317tvbGwsJ06ceO59C4pZji4yM6Nfv355HYvIpvRxg2fOnOHBgweZbgPoYGVOq8pubD93l62B4VT1dCzoMAveie8hcA2oTKDnj+DqbeyIhBBCFCJjx45lwIAB1K1bl/r16zN//nwSEhIYNGgQAP3796d48eK6MYcnTpwgPDycmjVrEh4eztSpU9FoNIwfP15X565du1AUhUqVKnH16lXGjRuHt7e3rk6VSsXo0aOZMWMGFSpUwMvLi88++wxPT0+6dOlS4J9BZgxOBrdt25bpcZVKhZWVFeXLl8fLyyvXgYmsubm5UbVqVc6fP8+hQ4fo1q1bpuU61/Rk+7m7/H7mDp+0rYypiaqAIy1AGg1c3qF93mo6lG/57PJCCCFeOb169SIqKorJkycTERFBzZo12blzp25yx61bt/TG+iUlJTFp0iSuX7+OnZ0d7dq1Y/Xq1Tg5OenKpI9RvH37NkWLFqV79+7MnDkTc3NzXZnx48eTkJDAO++8Q3R0NI0aNWLnzp0ZZiEbi0oxcECZiYkJKpUqwzi09GMqlYpGjRqxdetWihQpkqfB5pfbt29TsmRJwsLCKFGihLHDyZYPP/yQhQsXMmLECBYtWpRpmZQ0DfVn7SU6MZU1Q3xpVMG5gKMsYOpUCN4E1XuB6iVOfIUQQgAv5vd3YWTwmME9e/ZQr1499uzZo5u1s2fPHnx9ffnzzz/5+++/efDggexGks/Su4qfNW7QwsyE9v/uSLIl8CVdA1Kd9uS5qTnU6C2JoBBCCGEAg5PBUaNGMW/ePFq0aIG9vT329va0aNGCL7/8knHjxtGwYUPmz5/Pnj178iNe8a+mTZuiUqm4cOGCbi2jzKTPKt4ZfJfHKRnXh3yhKQpsHAg7PoG0FGNHI4QQQryQDE4Gr127hoODQ4bjDg4OXL9+HYAKFSpw//793EcnslS0aFFq1aoFwIEDB7IsV6d0EUoUsSYhRc2eC5FZlnshHV8EF/6AUz/A/UvGjkYIIYTId3v37qVhw4a6xa5TU1NzXafByWCdOnUYN24cUVFRumNRUVGMHz+eevXqAXDlyhVKliyZ6+DEs6UvMfOsZFClUulaB7e+TF3FN4/Dnina521mg3s148YjhBBCFIARI0Ywfvx4Fi5cyI0bN/j8889zXafByeCKFSsIDQ2lRIkSlC9fnvLly1OiRAlu3LjBDz/8AEB8fDyTJk3KdXDi2bKz3iBA55raZPDQ5SgexGfcr/GFE38PNgwERQ3VekK9ocaOSAghhCgQNjY2dO7cmbp167Js2TL27t2b6zoNXlqmUqVKhISEsHv3bi5fvqw71qpVK9107MKybs7LrlGjRpiZmXH9+nWuX7+utyL608q72lG9hCNnb8fw59m7DHi9TMEGmpfUabBxMMRHgIs3dFwgE0aEEEK8MqKiotiwYQOVKlWiUqVKpKTkfsx8jhadNjExoU2bNrRp0ybXAYics7e35/XXX+fvv/9m9+7dvPfee1mW7VqrOGdvx7DR//aLnQwenAU3DoOFHby5GixsjR2REEIIUWA++ugjdu7cyVdffcXFixdJTk7mzTffpFq1alSrVi1HDXI5SgYTEhI4dOgQt27dypCRfvjhhzmpUuRQ69at+fvvv9m1a9czk8HONYsz668LnAuP4cLdWCp7ZJwE9EJw89FuNddxPrhUNHY0QgghRIEaM2aM3uvQ0FCCg4MJDg5m48aNOUoGDV50OjAwkHbt2pGYmEhCQgJFixbl/v372NjY4OrqqptR/CJ5kRetPH36NPXq1cPBwYH79+/rrXj+X++t9mfn+QgGN/RicscqBRhlHkt8CDZFjR2FEEIII3uRv79zKiYmBkfHvN1i1uAJJGPGjKFjx448evQIa2tr/vnnH27evEmdOnX46quv8jQ48Xy1a9emWLFiuk2vn+XNetq/KFvPhJOSpimI8PKGomgTwHSSCAohhHhFFSlShNKlS9OuXTvGjx/P6tWrCQwMJDk55xNEDU4Gz5w5w0cffYSJiQmmpqYkJydTsmRJ5s6dy6effprjQETOmJiY0KpVK0C7WfazNKnggqu9JQ8TUth/8V5BhJc3Ti6Hxb5wNfczpoQQQogX2fDhw3F2dqZhw4Z4e3vj7+/PuHHj8PLywtvbO0d1GpwMmpub62YNu7q6cuvWLQAcHR0JCwvLURAid/z8/ADYvXv3M8uZmZrQtbZ2mZmN/i/IzyoiGHZPgoR7cP+qsaMRQgghjGrx4sVs3bqVmzdvsn79erp168bevXu5c+cOhw8fzlGdBieDtWrV4tSpU4B2S7TJkyezdu1aRo8ejY+PT46CELmT3jJ46tQpHjx48MyyPetoFwM/cCmKe3FJ+R5brqQ+hk1DQJ0MFfzA911jRySEEEIYXcmSJVm2bBnLli1j1apVtG3blpCQEFxcXHJUn8HJ4KxZs/Dw8ABg5syZFClShOHDhxMVFcX333+foyBE7hQvXhwfHx8URXnu4pPlXe2oXcoJtUZhS0Ah35Fk71SIugh2btBliawnKIQQ4pV34cIFtm7dypw5c/j888+5fPkykZGRnD9/Psd1Gry0TN26dXXPXV1d2blzZ45vLvJO69atCQ4OZvfu3fTq1euZZXvWLUnArWg2+N/mnSZlURXGJCv0bzixVPu88xKwdTZuPEIIIUQhULVqVapXr86bb77J2LFjqVy58jNXEskOg1sG33jjDaKjozMcj42N1W2PJgpe+rjBXbt28bzVgjpU98DK3ISr9+IJDIsugOgMlBwHW0don9cZBBVaGjceIYQQopD46quvqFOnDr///jutWrXi9ddfZ9CgQXz99dfPnUiaFYOTwYMHD2a69UlSUlKOBy4+S3h4OP369aNYsWJYW1tTrVo1Tp8+rTuvKAqTJ0/Gw8MDa2trWrZsyZUrV/I8jsKucePGWFlZER4ezoULF55Z1t7KnLY+2q7+DadvF0R4hlEU8GoMTqWh9XRjRyOEEEIY1c2bN/njjz84efIkY8eOZcWKFZw4cYLIyEh+++03unXrRkpKCqtXr85R/dnuJj579qzueUhICBEREbrXarWanTt3Urx48RwFkZVHjx7RsGFDmjdvzo4dO3BxceHKlSsUKVJEV2bu3Ll8++23rFq1Ci8vLz777DP8/PwICQnBysoqT+MpzKytrWnSpAm7d+9m165dVKny7EWle9YtwZbAcP4MusPkDlWwtjAtoEizwcpBO0bw8SOwtDd2NEIIIYTRrF+/noEDB5KamopKpaJWrVq6nAjAy8sLLy8vOnbsmPObKNmkUqkUExMTxcTERFGpVBkeNjY2yooVK7JbXbZ8/PHHSqNGjbI8r9FoFHd3d+XLL7/UHYuOjlYsLS2V9evXZ/s+YWFhCqCEhYXlKl5j+/rrrxVA8fPze25ZtVqjNJ6zXyn98Z/Kr6duFUB02ZDyWFE0GmNHIYQQ4gXxsnx/P0ulSpWUgQMHKpcuXVL27t2r1KlTRxk8eHCe3iPb3cShoaFcu3YNRVE4efIkoaGhukd4eDixsbEMHjw451lpJrZt20bdunXp2bMnrq6u1KpVi+XLl+vFFBERQcuWT8aUOTo64uvry/Hjx7OsNzk5mdjYWN0jLi4uT+M2ljZt2gDarvyEhIRnljUxUdG7vnaZmXUnbuV7bNny52hY9ybE3jV2JEIIIUShcP36daZMmULFihVp0aIFa9as4ZdffsnTe2Q7GSxdujRlypRBo9FQt25dSpcurXt4eHhgapr33YzXr1/nu+++o0KFCuzatYvhw4fz4YcfsmrVKgBdV7Wbm5vedW5ubnrd2P81e/ZsHB0ddY/ndam+KCpXrkyZMmVITk5m3759zy3fs05JzExUnAmLJuRObAFE+AxX90LQeu2fMS/IgthCCCFEPktLS8PGxkb32tvbG41G88w8x1AGLy0DcOXKFQ4cOMC9e/fQaPT3uJ08eXKeBAboEs9Zs2YB2gWvg4ODWbp0KQMGDMhxvRMmTGDs2LG61+Hh4S9FQqhSqejQoQOLFi1i+/btdOrU6ZnlXewt8avqzvZzd1l38iYzulQroEj/IyUB/hyjfe77HpSsb5w4hBBCiEJo1apVNGzYkOrVq2NnZ4eZmRmJiYl5Vr/ByeDy5ct1++K5u7vrrVGnUqnyNBn08PDIkKRVrlyZTZs2AeDu7g5AZGSkbiHs9Nc1a9bMsl5LS0ssLS11r2Njjdwqlofat2+vSwYVRXnuGoJv+ZZi+7m7bA28w6ftKmNjkaP/H+TOgVkQfQscS0HziQV/fyGEEKKQaty4MTNmzCAuLg4TExO8vLxISkpixYoVtGzZkrp162Jvn7vJlgYvLTNjxgxmzpxJREQEZ86cITAwUPcICAjIVTD/1bBhQy5duqR37PLly5QuXRrQzqBxd3fX6xKNjY3lxIkTNGjQIE9jeVE0a9YMGxsbwsPDCQoKem75BmWLUbqYDfHJafwRdKcAIvyP8AD4Z4n2eYd5YGlX8DEIIYQQhdShQ4eIiYnh0qVLrFmzhq5du9K0aVO+++47WrRoQZEiRahcuXKu7mFwMvjo0SN69uyZq5tm15gxY/jnn3+YNWsWV69eZd26dSxbtowRI7QLEqtUKkaPHs2MGTPYtm0b586do3///nh6etKlS5cCibGwsbKy0u1V/Oeffz63vImJij71SwFGmEiiToU/PgRFAz49oEKrgr2/EEII8YKoUKECvXv3Zu7cuezdu5eHDx9y7do11q9fT9euXXNVt8HJYM+ePdm9e3eubppd9erVY8uWLaxfvx4fHx+mT5/O/Pnz6du3r67M+PHj+eCDD3jnnXeoV68e8fHx7Ny585VaY/C/2rdvD2QvGQToUacE5qYqgm7HEBwek5+h6YsNh+R4sC4Cbb4ouPsKIYQQLwEvLy969uypm1uRUypFec7eZf8xe/Zs5s2bR/v27alWrVqG/fA+/PDDXAVkDLdv36ZkyZKEhYVRokQJY4eTa+Hh4ZQoUQKVSkVERASurq7PvWbkugD+PHuXt3xLMatrAU4kSUmEqItQvHbB3VMIIcRL4WX7/jYWg5NBLy+vrCtTqbh+/XqugypoL+MvU+3atQkMDGTlypXZmnl97Np93lp+AlsLU05MbImdpREmkgghhBAGeBm/v43B4G7ipxeb/u/jRUwEX1YdOnQAYPv27dkq36BsMco625KQombbmXyeSHJlD5xYBuq0/L2PEEIIIZ7L4GQwXUpKCpcuXSItTb7QC6P0cYO7du0iNTX1ueVVKhVv+Wonkvx8/AYGNhhnX+pj2D4WdoyDE0vz5x5CCCGEyDaD+wITExP54IMPdLuAXL58mbJly/LBBx9QvHhxPvnkkzwPUhiuXr16uLi4EBUVxZEjR2jevPlzr+lRpwRf7b7ExYg4ToY+xLdssbwP7Mh87ZqCDsWhzsC8r18IIYR4STy9QcbzzJs3L8f3MTgZnDBhAkFBQRw8eFC3Fy5Ay5YtmTp1qiSDhYSJiQnt2rVj1apV/PHHH9lKBp1sLOhaqzjrT4ax6viNvE8GH4bCkW+0z1vPkDUFhRBCiGcIDAzUex0QEEBaWhqVKlUCtA1ypqam1KlTJ1f3MbibeOvWrSxatIhGjRrp7W5RtWpVrl27lqtgRN7q3LkzoP2ZZbfbd8DrZQDYdT6SO9GP8zagXZ+COhm8mkDV3K2JJIQQQrzsDhw4oHt07NiRpk2bcvv2bQICAggICCAsLIzmzZvrhobllMHJYFRUVKZLlSQkJDx36zNRsFq3bo2VlRWhoaGcPXs2W9d4uzvg61UUtUZh7YmbeRfM5d1w6S8wMYN2X4H8rgghhBDZ9vXXXzN79myKFCmiO1akSBFmzJjB119/nau6DU4G69atqzdDNT0B/OGHH17ZLeAKK1tbW/z8/ADYsmVLtq8b+G/r4PqTYSSlqnMfiEYNuyZon7/2PrhUyn2dQgghxCskNjaWqKioDMejoqKIi4vLVd0GJ4OzZs3i008/Zfjw4aSlpbFgwQJat27NTz/9xMyZM3MVjMh76VvUGJIMtqrihqejFQ8TUvjz7N3cB2FiCj1+1HYNNx2f+/qEEEKIV0zXrl0ZNGgQmzdv5vbt29y+fZtNmzYxZMgQunXrlqu6DU4GGzVqxJkzZ0hLS6NatWrs3r0bV1dXjh8/nusBjCLvdezYEVNTU86ePZvtdSDNTE3o+1ppAFYdy6NlZjxqQM+VYGmf+7qEEEKIV8zSpUtp27Ytb731FqVLl6Z06dK89dZbtGnThiVLluSqboN3IHkZvewrmLdo0YL9+/fz1Vdf8dFHH2XrmocJKbw2ex8paRo2v/86tUsVef5FmUl8CDZFc3atEEII8Qwv+/d3ZhISEnQTdsuVK4etrW2u6zS4ZfCvv/5i165dGY7v2rWLHTt25Dogkfdy0lVc1NaCTjU8AW3rYI5EXYZvqsLOCbLbiBBCCJEHbG1tqV69OtWrV8+TRBBykAx+8sknqNUZJxUoiiJrDBZS6UvMHDt2jMjIyGxflz6R5K9zd4mMTTL8xnsmQ2qidn1BU9nrWAghhMiNw4cP069fPxo0aEB4eDgAq1ev5siRI7mq1+Bk8MqVK1SpUiXDcW9vb65evZqrYET+KFmyJHXr1kVRFLZt25bt63yKO1KvTBFS1YrhrYPXD8HlHdqlZFpPN+xaIYQQQujZtGkTfn5+WFtbExgYSHJyMgAxMTHMmjUrV3UbnAw6OjpmOhHh6tWredZcKfJeTrqKAYY1LgvAmn9ukpCcza5ejRp2T9Q+rzsYnCsYdE8hhBBC6JsxYwZLly5l+fLlmJub6443bNiQgICAXNVtcDLYuXNnRo8erbfbyNWrV/noo4/o1KlTroIR+Sc9Gdy3bx+xsbHZvq5lZTe8nG2JTUpjw+mw7F0U9AtEnANLR2gqQweEEEKI3Lp06RJNmjTJcNzR0ZHo6Ohc1W1wMjh37lxsbW3x9vbGy8sLLy8vKleuTLFixfjqq69yFYzIP5UrV6ZSpUqkpKTw559/Zvs6ExMVgxt5AfDj0RuoNc+ZfJ6WDAdna583+Qhs83h/YyGEECIXFi9eTJkyZbCyssLX15eTJ09mWTY1NZVp06ZRrlw5rKysqFGjBjt37tQro1ar+eyzz/Dy8sLa2ppy5coxffp0vWXZBg4ciEql0nu0adPGoLjd3d0zHY535MgRypYta1Bd/5WjbuJjx46xfft23n//fT766CP27dvH/v37cXJyylUwIn/16NEDgA0bNhh2Xe0SFLEx59bDRHafj3h24btntcvJ2HtC/XdyGqoQQgiR53799VfGjh3LlClTCAgIoEaNGvj5+XHv3r1My0+aNInvv/+ehQsXEhISwnvvvUfXrl0JDAzUlZkzZw7fffcdixYt4sKFC8yZM4e5c+eycOFCvbratGnD3bt3dY/169cbFPuwYcMYNWoUJ06cQKVScefOHdauXcv//vc/hg8fbviH8TTFACkpKYqpqaly7tw5Qy4r9MLCwhRACQsLM3Yo+SooKEgBFEtLSyUmJsaga7/adVEp/fGfSpfFR55fOO6eotz8J4dRCiGEENlj6Pd3/fr1lREjRuheq9VqxdPTU5k9e3am5T08PJRFixbpHevWrZvSt29f3ev27dsrgwcPfmaZAQMGKJ07d85WjFnRaDTKjBkzFFtbW0WlUikqlUqxsrJSJk2alKt6FUVRDGoZNDc3p1SpUpkuLSMKv2rVquHt7U1ycrJBs4oB+jcog4WpCYG3ovG/+fDZhe1coJRvLiIVQgghsi8uLo7Y2FjdI32m7dNSUlLw9/enZcuWumMmJia0bNmS48ePZ1pvcnIyVlZWesesra31lnJ5/fXX2bdvH5cvXwYgKCiII0eO0LZtW73rDh48iKurK5UqVWL48OE8ePDAoPeoUqmYOHEiDx8+JDg4mH/++YeoqCimT8/9ih0GdxNPnDiRTz/9lIcPn5MQiEJHpVLx5ptvAvDbb78ZdK2LvSVdaxUHYPnfoRkLJDyA0L9zHaMQQghhqCpVquDo6Kh7zJ49O0OZ+/fvo1arcXNz0zvu5uZGRETmQ6D8/PyYN28eV65cQaPRsGfPHjZv3szdu3d1ZT755BN69+6Nt7c35ubm1KpVi9GjR9O3b19dmTZt2vDzzz+zb98+5syZw6FDh2jbtq1BjWtvvPEGn3/+ORYWFlSpUoX69etjZ2fHo0ePeOONN7JdT2YMXgl40aJFXL16FU9PT0qXLp1hOZncTm8W+evNN99k2rRp7Nq1i+joaIPGeQ5t7MWvp8PYFRLBzQcJlC721M/+yDw4vgh834O2c/I+cCGEECILISEhFC9eXPfa0tIyT+pdsGABw4YNw9vbG5VKRbly5Rg0aBA//vijrsxvv/3G2rVrWbduHVWrVuXMmTOMHj0aT09PBgwYAEDv3r115atVq0b16tUpV64cBw8epEWLFtmK5eDBg5w7d47AwEDWrl2ry79SUlI4dOhQrt6nwclgly5dcnVDYVxVq1alSpUqhISE8Pvvv+t+UbOjgps9zSq5cPBSFD8cDmV6Fx/tiZjbcHK59nn5VvkQtRBCCJE1e3t7HBwcnlnG2dkZU1PTDDtxRUZG4u7unuk1Li4ubN26laSkJB48eICnpyeffPKJ3uzdcePG6VoHQZvs3bx5k9mzZ2f5HVu2bFmcnZ25evVqtpNBgL179/Luu+/y2muv8ccff1CmTJlsX/ssBieDU6ZMyZMbC+Pp1asXU6ZM4bfffjMoGQR4t0k5Dl6K4tfTYXzQojyu9lZwaA6ok6F0Qyif/V9qIYQQoqBYWFhQp04d9u3bp2vY0mg07Nu3j5EjRz7zWisrK4oXL05qaiqbNm3SDbkCSExMxMREf9SdqakpGo0my/pu377NgwcP8PDwMOg9eHh4cOjQIQYNGkS9evXYsGEDlStXNqiOzBg8ZhAgOjqaH374gQkTJujGDgYEBOj2yROFW8+ePQHYvXs3jx49Muja18oWpXYpJ1LSNKw4EgoPr0PgWu3JFpNBpcrrcIUQQog8MXbsWJYvX86qVau4cOECw4cPJyEhgUGDBgHQv39/JkyYoCt/4sQJNm/ezPXr1zl8+DBt2rRBo9Ewfvx4XZmOHTsyc+ZMtm/fzo0bN9iyZQvz5s3TbfYQHx/PuHHj+Oeff7hx4wb79u2jc+fOlC9fHj8/v2zHrvr3+9XS0pJ169YxatQo2rRpw5IlS3L/wRg6/TgoKEhxcXFRypcvr5iZmSnXrl1TFEVRJk6cqLz99tu5nt5sDK/K0jJPq1atmgIoK1asMPjavSERSumP/1SqfLZDSd44XFGmOCjK6m75EKUQQgiRtZx8fy9cuFApVaqUYmFhodSvX1/5558nS6E1bdpUGTBggO71wYMHlcqVKyuWlpZKsWLFlLffflsJDw/Xqy82NlYZNWqUUqpUKcXKykopW7asMnHiRCU5OVlRFEVJTExUWrdurbi4uCjm5uZK6dKllWHDhikREREGvVeVSqVERkbqHdu4caNia2urmJiYGFRXhroVRXnOlhL6WrZsSe3atZk7dy729vYEBQVRtmxZjh07xltvvcWNGzdyn6EWsNu3b1OyZEnCwsIoUaKEscMpEDNmzOCzzz7Dz88vw2rqz6MoCm0XHCY+8hqHrD7CVFHDkL1Qsl4+RSuEEEJk9Cp9f9+8eZOSJUtm6JIODg7G39/f4GFfTzO4m/jUqVO8++67GY4XL148y6nZovBJH++wd+9eoqKiDLpWpVLxfvPyuPOQO4ozaV7NJREUQggh8lHp0qUzJIIAPj4+uUoEIQcTSCwtLYmNjc1w/PLly7i4uOQqGFFwKlasSO3atQkICOC3335jxIgRBl3fvpoH83bXpvmDL/m8uCd9n3+JEEIIIQwwduxYpk+fjq2tLWPHjn1m2Xnz5uX4Pga3DHbq1Ilp06aRmpoKaFuJbt26xccff0z37t1zHIgoeG+//TYAa9asMfhaUxMV7zUtRxpmfHsyhuQ02ZVGCCGEyEuBgYG6fCswMDDLx5kzZ3J1H4PHDMbExNCjRw9Onz5NXFwcnp6eRERE0KBBA/76668Mi1C/CF6lMQdPi4iIoHjx4mg0Gq5cuUL58uWzd2H0Lbi2n2SfXjT9+hgRsUnM7laNPvVL5W/AQgghxFNe1e/vvGZwy6CjoyN79uzhjz/+4Ntvv2XkyJH89ddfHDp06IVMBF9l7u7utGqlXSR67dq12b/w8Dz4YxSWf37IsCbahTeXHrpGmjrrNZWEEEIIUTgZPGYwXaNGjWjUqFFexiKMoF+/fuzatYs1a9YwefJk3TpGWYoOg8B/u5XrDKSPZ0kWH7jKzQeJ/H7mDt3ryP/MhBBCiLzwvHGCT8vNmMEcJYP79u3jm2++4cKFCwBUrlyZ0aNH07JlyxwHIoyjS5cu2NjYcPXqVU6ePImvr++zLzj2LWhSoUxjKNMQG2BY47LM2XmRhfuv0LmmJ2amOVrLXAghhBBPCQwMzFa55zbkPIfByeCSJUsYNWoUPXr0YNSoUQD8888/tGvXjm+++cbgWanCuOzs7OjatStr165lzZo1z04GE+5DwGrt8yb/0x3u36A0yw9f58aDRLYEhtOzbsl8jloIIYR4+R04cKBA7mPwBJISJUrwySefZNjHb/HixcyaNeuF3JLuVR+AunPnTtq2bYuzszN37tzB3Nw884L7Z8Lfc8GzFgw7oLf13PeHrjF7x0VKFbVh30dNMZfWQSGEEPnsVfz+DgkJ4datW6SkpOiOqVQqOnbsmOM6DW4ZjI6Opk2bNhmOt27dmo8//jjHgQjjadmyJW5ubkRGRrJ7927at2+fsVByHJxcpn3eaEyGPYjf/rd18NbDRDYH3KZXPZlZLIQQQuSV69ev07VrV86dO4dKpSK9LS+9i1itzvkSbzlaZ3DLli0Zjv/+++906NAhx4EI4zEzM6NPnz4ArF69OvNCiQ+heG0oVh68M/6cbSzMeLdJOQAW7r9KSprMLBZCCCHyyqhRo/Dy8uLevXvY2Nhw/vx5/v77b+rWrcvBgwdzVbfB3cQzZszgq6++omHDhjRo0ADQjhk8evQoH330EQ4ODrqyH374Ya6CKyivYjPzf/n7+1O3bl0sLS25e/cuRYoUybxgUixYOWR66nGKmsZzD3A/PlnWHRRCCJHvXqXvb2dnZ/bv30/16tVxdHTk5MmTVKpUif379/PRRx9le7JJZgzuJl6xYgVFihQhJCSEkJAQ3XEnJydWrFihe61SqV6YZFBA7dq1qV69OmfPnmX9+vW8//77mRfMIhEEsLYw5b2mZZmx/QKL9l+le+0SWJjJ2EEhhBAit9RqNfb29gC6Mf6VKlWidOnSXLp0KVd1G5wMhoaG5uqGonBSqVQMHjyY0aNH8+OPPz5JBjUaOLYAavQBe/fn1tPvtdJ8//d1wqMfs8E/jL6+pfM5ciGEEOLl5+PjQ1BQEF5eXvj6+jJ37lwsLCxYtmwZZcuWzVXd0mwjdPr27Yu5uTn+/v4EBQVpD176C/ZOhaWNQZ363DqszE15v5l27OC3+67wOEX2LBZCCCFya9KkSWg02vH406ZNIzQ0lMaNG/PXX3/x7bff5qpuSQaFjrOzM507dwbgxx9/BEWBI99oT9bqB6ZZLDnzH2/5lqK4kzWRscmsOn4jn6IVQgghXh1+fn5069YNgPLly3Px4kXu37/PvXv3eOONN3JVtySDQs/gwYMBWLNmDclXj0D4aTC1hNeGZ7sOSzNTxrSqCMCSA1eJSXx+i6IQQgghDFO0aNFc7z4CudibWLycWrduTfHixQkPD2fbkkn0dASq9wQ7V4Pq6VqrOMv+vsblyHiW/n2Nj9t450/AQgghxCsiKSmJs2fPcu/ePV2XcbpOnTrluF5JBoUeU1NTBg4cyMyZM/nxz2P07GsDr2Uxs/hZ9ZioGOfnzbCfT/PT0VAGvl4GNwerfIhYCCGEePnt3LmT/v37c//+/QznVCpVwS46DXD48GH69etHgwYNdNvPrV69miNHjuQ4EFF4DBw4EIBdV9MIc6gPblVzVE/Lyq7UKV2EpFQNC/ZdycMIhRBCiFfLBx98QM+ePbl79y4ajUbvkZtEEHKQDG7atAk/Pz+sra0JDAwkOTkZgJiYGGbNmpWrYEThUL58eZpWL40CrLzpkeN6VCqVrnv411NhXI+Kz6MIhRBCiFdLZGQkY8eOxc3NLc/rNjgZnDFjBkuXLmX58uWYmz+ZXdqwYUMCAgLyNDhhPEPHzQDgh62HcvU/jvpeRXnD2xW1RuHrPZfzKjwhhBDildKjR49cbzuXFYPHDF66dIkmTZpkOO7o6Eh0dHRexCQKgR49ejB69Ghu3brFX3/9RceOHXNc1zi/Shy4dI/tZ+8ytNEjapXKYqs7IYQQQmRq0aJF9OzZk8OHD1OtWjW9BjnI3RbABieD7u7uXL16lTJlyugdP3LkSK5XwBaFQLg/KGBVog6DBg3iq6++YunSpblKBit7ONCtVgk2BdxmxvYLbHyvQZ5MhRdCCCFeFevXr2f37t1YWVlx8OBBve/R3G4BbHA38bBhwxg1ahQnTpxApVJx584d1q5dy//+9z+GD8/+WnSikNozBX54A058zzvvvAPAjh07cr0N4Ti/Slibm+J/8xHbz93Ni0iFEEKIV8bEiRP5/PPPiYmJ4caNG4SGhuoe169fz1XdBieDn3zyCW+99RYtWrQgPj6eJk2aMHToUN59910++OCDXAUjjOzuWbhxGFSm4N2eChUq0KpVKxRFYdmyZbmq2t3RinebaluOv9hxkaRU2aZOCCGEyK6UlBR69eqFiUne7xdicI0qlYqJEyfy8OFDgoOD+eeff4iKimL69Ol5HpwoYCe/1/5ZpTM4lgDgvffeA2DFihWkpKTkqvp3mpTF3cGK248e89PRG7mqSwghhHiVDBgwgF9//TVf6jZ4zODgwYNZsGAB9vb2VKlSRXc8ISGBDz74QLunrXjxPH4E5zZpn/u+qzvcsWNHPD09uXPnDps3b6Z37945voWNhRnj/Crx0YYgFh+4Ss+6JXC2s8xt5EIIIcRLT61WM3fuXHbt2kX16tUzTCCZN29ejus2uGVw1apVPH78OMPxx48f8/PPP+c4EGFkZ9ZD2mNw84GSvrrD5ubmDB06FIDvvvsu17fpWqs41Us4Ep+cxjxZakYIIYTIlnPnzlGrVi1MTEwIDg4mMDBQ9zhz5kyu6s52MhgbG0tMTAyKohAXF0dsbKzu8ejRI/766y9cXQ3bv9ZQX3zxBSqVitGjR+uOJSUlMWLECIoVK4adnR3du3cnMjIyX+N46Wg0cOoH7fN6Q+A/M32HDRuGiYkJf//9N+fPn8/VrUxMVExqr21R/uXkLS5GxOaqPiGEEOJVcODAgSwf+/fvz1Xd2U4GnZycKFq0KCqViooVK1KkSBHdw9nZmcGDBzNixIhcBfMsp06d4vvvv6d69ep6x8eMGcMff/zBhg0bOHToEHfu3KFbt275FsdLKTYc0pLBwh6qvZnhdIkSJXQbYC9atCjXt6vvVZS2Pu5oFJj2RwiKouS6TiGEEOJllZqaSosWLbhyJX+2dlUp2fwmPnToEIqi8MYbb7Bp0yaKFi2qO2dhYUHp0qXx9PTMlyDj4+OpXbs2S5YsYcaMGdSsWZP58+cTExODi4sL69ato0ePHgBcvHiRypUrc/z4cV577bVs1X/79m1KlixJWFgYJUqUyJf3UOip0+D+pSz3IT548CDNmzfH2tqa27dv6/38cyLsYSIt5x0iOU3Dordq0aF6/vzuCCGEeHm9St/fLi4uHDt2jAoVKuR53dluGWzatCnNmjUjNDSUzp0707RpU92jQYMG+ZYIAowYMYL27dvTsmVLveP+/v6kpqbqHff29qZUqVIcP3483+J5KZmaZZkIgvbnX716dR4/fswPP/yQ69uVLGrD8GblAJi5/QIJyWm5rlMIIYR4WfXr148VK1bkS90GzyYuXbo0AImJidy6dSvDciP/7cbNrV9++YWAgABOnTqV4VxERAQWFhY4OTnpHXdzcyMiIiLLOpOTk0lOTta9jouLy7N4XzhRl6BoWTA1f2ax9LGagwcPZtGiRYwdOxYzM4N/ffS817QcmwJuE/bwMYsOXOXjNt65qk8IIYR4WaWlpfHjjz+yd+9e6tSpg62trd753MwmNvjbPCoqikGDBrFjx45Mz6vVebeYcFhYGKNGjWLPnj1YWVnlWb2zZ8/m888/z7P6XlhpKbCqI6hM4O2t4PrsZKxPnz58/PHHhIWFsWXLFnr27Jmr21uZmzK5Q1WG/XyaHw5fp0edEpRzsctVnUIIIcTLKDg4mNq1awNw+bL+ahy53eLV4KVlRo8eTXR0NCdOnMDa2pqdO3eyatUqKlSowLZt23IVzH/5+/tz7949ateujZmZGWZmZhw6dIhvv/0WMzMz3NzcSElJITo6Wu+6yMhI3N3ds6x3woQJxMTE6B4hISF5GvcL4+KfEB8JikbbOvgcVlZWukWoFyxYkCchtKzsSvNKLqSqFaZuOy+TSYQQQohM5OdsYoNbBvfv38/vv/9O3bp1MTExoXTp0rRq1QoHBwdmz55N+/btcxXQ01q0aMG5c+f0jg0aNAhvb28+/vhjSpYsibm5Ofv27aN79+4AXLp0iVu3btGgQYMs67W0tMTS8slix7Gxr+jyJqf/XSC89gAws8jWJcOHD+eLL77g6NGjnD59mrp16+YqBJVKxZSOVTl69W8OX7nPrvMRtPHxyFWdQgghxMsoOjqaFStWcOHCBQCqVq3K4MGDcXR0zFW9BrcMJiQk6NYTLFKkCFFRUQBUq1aNgICAXAXzX/b29vj4+Og9bG1tKVasGD4+Pjg6OjJkyBDGjh3LgQMH8Pf3Z9CgQTRo0CDbM4lfWfev/LsPsQnUGZDtyzw8POjVqxeQd62DZZxtdfsWT//zAokpMplECCGEeNrp06cpV64c33zzDQ8fPuThw4fMmzePcuXK5Tr/MjgZrFSpEpcuXQKgRo0afP/994SHh7N06VI8PAq+Reebb76hQ4cOdO/enSZNmuDu7s7mzZsLPI4XTsC/u8VUaK3bhzi7Ro0aBcCvv/7KnTt38iSc95uVp7iTNeHRj5m/N3/WURJCCCFeVGPGjKFTp07cuHGDzZs3s3nzZkJDQ+nQoYPeZhw5ke11BtOtWbOGtLQ0Bg4ciL+/P23atOHhw4dYWFiwcuVKXavRi+RVWqcIAHUqzKsMCVHQex14G96136RJEw4fPsy4ceOYO3dunoR14OI9Bq08hYkKto1shE/x3DV7CyGEeLm9St/f1tbWBAYG4u2tP9kzJCSEunXrkpiYmOO6DW4Z7NevHwMHDgSgTp063Lx5k1OnThEWFvZCJoKvpNC/tYmgnZu2ZTAHxo8fD8DSpUuJiYnJk7Cae7vSsYYnGgUmbD5HmlqTJ/UKIYQQLzoHBwdu3bqV4XhYWBj29va5qtvgZHDatGl62aeNjQ21a9fG1taWadOm5SoYUUDKt4B3/4YO85+7vmBW2rVrR5UqVYiLi2Pp0qV5FtrkDlVwsDLjXHgMK4/dyLN6hRBCiBdZr169GDJkCL/++ithYWGEhYXxyy+/MHToUPr06ZOrug1OBj///HPi4+MzHE9MTJS1+14kHjXAu12OLzcxMdG1Ds6fP19vEe/ccLG35NN2lQH4evdlbj/KebO3EEII8V+LFy+mTJkyWFlZ4evry8mTJ7Msm5qayrRp0yhXrhxWVlbUqFGDnTt36pVRq9V89tlneHl5YW1tTbly5Zg+fbreUmmKojB58mQ8PDywtramZcuWBu8z/NVXX9GtWzf69+9PmTJlKFOmDAMHDqRHjx7MmTPHsA/hvxQDqVQq5d69exmO79u3T3F2dja0ukIhLCxMAZSwsDBjh5L/1Oo8qyo5OVkpUaKEAijLly/Ps3rVao3Sc+kxpfTHfyqDfjqpaDSaPKtbCCHEy8PQ7+9ffvlFsbCwUH788Ufl/PnzyrBhwxQnJyclMjIy0/Ljx49XPP/f3n2HR1GtDxz/bsmmb3ohIZUISO+IKCgiiAVQuIAiTUVEQBGuCuoV64WLiAjiT0UFRBRBERUQhYAUQXovoSYhIZX0usnu/P5YshATkMBuNuX9PM88szt7Zs67zJJ998ycc4KClDVr1ihnzpxRPv74Y8XJyUnZt2+fpcy7776r+Pj4KKtXr1bOnTunrFixQnFzc1M+/PBDS5kZM2YoHh4eyqpVq5SDBw8qffv2VSIiIpTCwsIqv+f8/Hzl4MGDyqFDh5T8/Pwq71+Z604GPT09FS8vL0WtVlsely16vV5Rq9XKs88+a5Wgqlu9SQaNRkX5qLOirByjKDnJVjnk+++/rwBK48aNldLSUqscU1EU5VRKrnLLK2uVsJdXKz8fSLTacYUQQtQdVf3+7tSpkzJu3DjLc6PRqAQFBSnTp0+vtHyDBg2Ujz76qNy2Rx55RBk6dKjl+QMPPKA88cQTVy1jMpmUwMBA5b333rO8npWVpTg6OirffvvtdcVta9d9mXjOnDnMnj0bRVF48803+eCDDyzLJ598wrZt25g/f/7NNVMK24rdAmnH4cRacLy5m03LjB49Gk9PT06ePGnVGWii/N0Yd3cUANN+Pkp6nnUuQwshhKifDAYDe/fupWfPnpZtarWanj17smPHjkr3KS4urjAdrrOzM9u2bbM8v/3224mOjrZMEXfw4EG2bdtGnz59ADh37hzJycnl6vXw8KBz585XrfdKarUajUZzzUWrrfIcIuVc994jRpgHJo6IiKBr1643XbGwg7KxBVv9C3QuVjmku7s7zz77LP/973+ZMWMG/fv3v+k5EsuMvasRvx5J4kRyLq//dISPh7a3ynGFEELULbm5ueVmE/v7TGMA6enpGI1GAgICym0PCAjgxIkTlR63d+/ezJ49m27dutGoUSOio6NZuXIlRqPRUmbKlCnk5OTQtGlTNBoNRqORd999l6FDhwKQnJxsqefv9Za9di0//vjjVV/bsWMHc+fOxWS6udE3qtyBxN3d3TINCsBPP/1E//79eeWVVzAYDDcVjLChggw4/ov5cbvhVj30c889h5OTE7t27WL9+vVWO65Oq2bWv1qjVatYeziZ1YesM8C1EEKIuqVZs2Z4eHhYlunTp1vluB9++CG33HILTZs2RafTMX78eEaNGoVafTl9Wr58OUuXLuWbb75h3759LF68mFmzZrF48WKrxNCvX78KS9OmTVm0aBGzZs3iX//6l2UykBtV5WRwzJgxlqbQs2fPMnjwYFxcXFixYoWld6mogQ4tB6MBAluZexJbUUBAAM888wxg7m2uVG0c82tqEezBs5cuF7/+k1wuFkIIUdGxY8fIzs62LFOnTq1QxtfXF41GQ0pKSrntKSkpBAYGVnpcPz8/Vq1aRX5+PnFxcZw4cQI3NzciIyMtZV588UWmTJnCkCFDaNmyJcOGDeOFF16wJKRlx65KvVdz4cIFRo8eTcuWLSktLeXAgQMsXryYsLCwKh3n76qcDJ48eZI2bdoAsGLFCrp3784333zDokWL+OGHH24qGGFDB78xr9sOs8nhX3zxRRwdHdm+fTubNm2y6rHH3x3FrQ30ZOQb+M+qI1ZNNoUQQtR+7u7u6PV6y/L3S8QAOp2O9u3bEx0dbdlmMpmIjo6mS5cu1zy+k5MTwcHBlJaW8sMPP9CvXz/LawUFBeVaCgE0Go3l0m1ERASBgYHl6s3JyWHnzp3/WG+Z7OxsXn75ZaKiojh69CjR0dH88ssvtGjR4rr2/ydVTgYVRbG8wQ0bNnD//eax6kJCQkhPT7dKUMLKUo5B0kFQO0CLATapIigoiNGjRwNYffBx8+XiVmjVKn49kszqQ0lWPb4QQoj6YdKkSSxYsIDFixdz/Phxxo4dS35+PqNGjQJg+PDh5VoVd+7cycqVKzl79ixbt27lvvvuw2QylbsS+tBDD/Huu++yZs0aYmNj+fHHH5k9ezYPP/wwACqViokTJ/LOO+/w888/c/jwYYYPH05QUBD9+/f/x5hnzpxJZGQkq1ev5ttvv2X79u3ceeedVv13qXIvkA4dOvDOO+/Qs2dPNm/ezP/93/8B5t4yf785UtQQrn7Q4zXIvwiuPjar5uWXX+azzz5j8+bNbN68me7du1vt2M2DPBjfI4o5G07x+k9H6Bzhjb/e6Z93FEIIIS4ZPHgwaWlpvP766yQnJ9OmTRvWrVtnyV/i4+PLtfIVFRXx2muvcfbsWdzc3Lj//vtZsmQJnp6eljLz5s3jP//5D88++yypqakEBQUxZswYXn/9dUuZl156ifz8fJ5++mmysrK44447WLduXYWeypWZMmUKzs7OREVFsXjx4qvei7hy5cob/FcBlVLFa26HDh1i6NChxMfHM2nSJKZNmwbAhAkTuHjxIt98880NB2Mv9Wmia1sbO3Ysn3zyCT169CjXJG4NJUYT/ef/ydELOXRv7MeiUR2t1nNZCCFE7VMfvr9Hjhx5Xd91CxcuvOE6qpwMXk1RUREajQYHhxub69ae6sOHqbrExcURFRVFaWkpW7du5Y477rDq8U+n5vLA3G0Ul5p446FmjOwaYdXjCyGEqD3k+9s6qnzP4NU4OTnVykSwztvxMRxZCSWF1VJdWFgYI0eOBLC0GltTlL87rz5gnrv4v7+eICY51+p1CCGEEPWJ1ZJBUQMV58HGt+H7UZB8pNqqfe2113BwcGDjxo1Wv1QMMOy2MO5u4oeh1MTzy/ZTXGr8552EEEIIUSlJBuuy479ASQF4N4KGHaqt2rCwMMu4g6+++qrVh4JRqVTMHNgaH1cdJ5JzeW/dzQ22KYQQQtRnkgzWZQe/Na9bPwrV3NHilVdewcXFhZ07d/LLL79Y/fh+7o7MHNgKgM+3nWPbKRnWSAghhLgRVU4G33rrLQoKCipsLywstPr4cuImZCfAuS3mx60GVXv1gYGBPP/884C5dfDKeRyt5Z5bAxjaORSAid8dIDW3yOp1CCGEEHVdlZPBN998k7y8vArbCwoKePPNN60SlLCCQ8sBBcK6gtfNTVNzo1588UU8PDw4cuQIy5Yts0kdrz3QjCYB7qTnFfPCdwcwmmR2EiGEEKIqbmgGksrGuzl48CDe3t5WCUrcJEWBg5eSr9ZD7BaGl5eXZZT2119/nZKSEqvX4azTMH9oO1x0Gv48fZGPNp62eh1CCCFEXXbdyaCXlxfe3t6oVCoaN26Mt7e3ZfHw8ODee+9l0KDqvxwpKlGUBY7uoHWCZv3+sbgtPffcc/j7+3P27FkWLFhgkzqi/N14p795fsY50SfZflruHxRCCCGu13UPOr148WIUReGJJ55gzpw5eHh4WF7T6XSEh4df94TLNU2dHbTSxtPPXa+PPvqICRMm4Ofnx+nTp9Hr9Tap56XvD7J8TwJ+7o6sfe5O/NwrTlQuhBCi7qiz39/VrMozkGzevJmuXbui1VZ5WuMaSz5MtlVSUkKLFi04efIkU6dO5b///a9N6ik0GOk3fxsnU/LoGuXDV090RqOW6eqEEKKuku9v66jyPYP5+fmVDiT822+/8euvv1olKHETclOgMNPeUZTj4ODAzJkzAfjggw+Ij4+3ST3OOg0fD22Hs4P5/sHZ62X8QSGEEOKfVDkZnDJlSqXDhCiKwpQpU6wSlLgJW9+H926BHfPtHUk5ffv2pVu3bhQVFfHqq6/arJ4of3dmDGgJwPxNZ1h3JNlmdQkhhBB1QZWTwVOnTtGsWbMK25s2bcrp09KT066MpXD0RzCVgM8t9o6mHJVKxfvvvw/A119/zd69e21WV782wTx5RwQAk5cf4HSqzF8shBBCXE2Vk0EPDw/Onj1bYfvp06dxdXW1SlDiBsVtg/xUcPaCyLvsHU0FHTp0YOjQoQBMnjzZ6tPUXWlqn6bcFulNvsHI00v2kltk/WFthBBCiLqgyslgv379mDhxImfOnLFsO336NJMnT6Zv375WDU5U0ZEfzOtm/UCrs28sV/Huu+/i6OjI5s2bWblypc3q0WrUfPRYOxp4OHE2LZ9Jyw9ikgGphRBCiAqqnAzOnDkTV1dXmjZtSkREBBEREdx66634+Pgwa9YsW8QorkepAY79bH7cYoB9Y7mGsLAwXnzxRQAmTZpU6dSG1uLr5sgnj7dHp1Wz/lgK82RAaiGEEKKCG7pMvH37dtasWcOzzz7L5MmTiY6OZuPGjXh6etogRHFdzmw0DzbtFmiegq4Gmzp1KqGhocTHxzNjxgyb1tU6xJN3+pkHpP5gw0nWHEqyaX1CCCFEbVPlZBDMnQF69erFhAkTGDduHN26dbN2XKKqyi4RN38Y1Br7xvIPXFxcLJ1JZs6cWek9qNY0qGMIT3S91KFkxQEOJWTZtD4hhBCiNqlyMmgymXj77bcJDg7Gzc2Nc+fOAfCf//yHL774wuoBiuvU6x3oMxPaPm7vSK7LgAEDuOeeeyguLmbSpEk2r+/VB27l7iZ+FJWYeGrxHpKzi2xepxBCCFEbVDkZfOedd1i0aBEzZ85Ep7vcSaFFixZ8/vnnVg1OVIF7AHQeA4Et7B3JdVGpVMydOxetVstPP/3EunXrbFqfRq1i7qNtaRzgRmpuMU99tZsCQ6lN6xRCCCFqgyong1999RWfffYZQ4cORaO5fDmydevWnDhxwqrBibqtWbNmPPfccwA899xzFBXZtrXO3cmBL0Z0xNtVx5HEHCZ9Jz2MhRBCiCong4mJiURFRVXYbjKZKCmRsdyqnaEAlg6CPV+Csfb9+0+bNo0GDRpw6tQpm81ZfKUQbxc+HdYenUbNuqPJvLv2uM3rFEIIIWqyKieDzZo1Y+vWrRW2f//997Rt29YqQYkqOBMNp36DrR+AWmvvaKpMr9czd+5cAGbMmMHx47ZPzjqGe/Pev1oB8MW2c3y+1bYdWIQQQoiarMrZw+uvv86IESNITEzEZDKxcuVKYmJi+Oqrr1i9erUtYhTXcuwn87pZX1Cp7BvLDRowYAAPPvggq1evZsyYMfzxxx+o1TfU0f269WsTTHJ2EdN/PcE7a47jr3eib+sgm9YphBBC1EQ3NAPJL7/8woYNG3B1deX111/n+PHj/PLLL9x77722iFFcTWkxnPzN/LhZP/vGchNUKhXz58/H1dWVrVu38uWXX1ZLvU93i2Tk7eGAeQ7j7afTq6VeIYQQoia5rmRw7ty5lpv74+PjueOOO1i/fj2pqakUFBSwbds2evXqZdNARSXO/gHFOeDeAII72DuamxIaGsrbb78NwIsvvkhKSorN61SpVPznwWbc3zKQEqPCmCV7OXYhx+b1CiGEEDXJdSWDkyZNIifH/CUZERFBWlqaTYMS16nsEvGtD4GNL6tWhwkTJtCuXTuysrIsvYxtTaNWMXtQGzpFeJNbXMrIhbtIyLTdFHlCCCFETXNdGURQUBA//PADcXFxKIpCQkIC8fHxlS6imhhL4MQa8+NafIn4SlqtlgULFqDRaFi+fDnff/99tdTr5KBhwbAOljEIh36+k9QcGZRaCCFE/XBdyeBrr73GxIkTiYyMRKVS0bFjRyIiIsot4eHhRERE2DpeUSY/HYLami8Rh3axdzRW065dO6ZOnQrA2LFjSU1NrZZ6PVwc+OqJzoR4OxN3sYDHv9hJRr6hWuoWQggh7EmlKMp1jbqbm5tLXFwcrVq1YsOGDfj4+FRarnXr1lYNsDokJCQQEhLC+fPnadiwob3DqZrSYtA62jsKqzIYDHTs2JFDhw4xYMAAVqxYgaqaekrHXyzgX59uJyWnmBbBer4ZfRt6J4dqqVsIIUTV1Orv7xrkupPBMosXL2bIkCE4OtadBEQ+TDXP/v376dSpE6WlpSxbtozBgwdXW92nU/MY/OkOLuYb6BDmxVdPdsJFV/vGcBRCiLpOvr+to8q9DkaMGEFhYSGff/45U6dOJSMjA4B9+/aRmJho9QBFJbITISfJ3lHYVNu2bXn11VcBGDduXLX0Li4T5e/GV092Qu+kZU9cJk9/tZeiEmO11S+EEEJUpyong4cOHaJx48b873//Y9asWWRlZQGwcuVKy71ewsb+/BBm3wpb3rN3JDb1yiuv0KZNGy5evMgzzzxDFRuxb0rzIA8WPdEJF52GbafTGfu1JIRCCCHqpiongy+88AIjR47k1KlTODk5Wbbff//9bNmyxarBiUqYTHD8F0CBgJb2jsamdDodixYtQqvVsmrVKhYuXFit9bcL9eKLER1xclCzKSaNp5dIQiiEEKLuqXIyuGfPHsaMGVNhe3BwMMnJyVYJSlxD0n7IvQA6N2h0t72jsbnWrVtbBqOeMGECMTEx1Vp/l0Y+fDmyI84OGracTOOpxXsoNEhCKIQQou6ocjLo6OhoGYD6SidPnsTPz88qQYlrOLHWvI7qWed6EV/Niy++yN13301BQQGPPfYYBkP1DvlyeyNfFo3qaLlkPGrRLgoMpdUagxBCCGErVU4G+/bty1tvvUVJSQlgntIrPj6el19+mQEDBlg9QPE3Mb+a103ut28c1Uij0bBkyRJ8fHzYt2+fpWNJdeoc6cNXT3TCzVHLX2czGPnlbvKKJSEUQghR+1U5GXz//ffJy8vD39+fwsJCunfvTlRUFO7u7rz77ru2iFGUyYyF1KOg0sAt99o7mmoVHBzMF198AcCsWbNYv359tcfQIdybr57shLujll2xGQz/YifZBSXVHocQQghhTVVOBj08PFi/fj2//PILc+fOZfz48axdu5bNmzfj6upqixhFmbJWwbDbwcXbvrHYQb9+/Rg7diwAw4cPt8sc2e1Cvfj6qc7onbTsi89i0Kc7SJGp64QQQtRiVR50ui6qNYNWFmTAqfXg7AmNe9s7GrsoLCykQ4cOHDt2jN69e7NmzRo0Gk21x3EiOYfhX+wiNbeYEG9nljzRmXBf+TEkhBDVqdZ8f9dwVWoZNJlMfPnllzz44IO0aNGCli1b0rdvX7766qtqHQOu3nLxhtaD620iCODs7MyyZctwdnbmt99+45133rFLHE0D9Xz/zO2E+bhwPqOQgZ/s4OiFbLvEIoQQQtyM604GFUWhb9++PPXUUyQmJtKyZUuaN29OXFwcI0eO5OGHH7ZlnEJYtGzZkk8//RSAN998k3Xr1tkljlAfF1Y804VbG+hJzytmyKd/sfPsRbvEIoQQQtyo604GFy1axJYtW4iOjmb//v18++23LFu2jIMHD7JhwwY2btzIV199ZctY67c/ZsC2OZArYzkCDBs2zDIrydChQ4mLi7NLHP7uTnw35jY6RXiTW1zK8C93sfZw3Z4qUAgharP58+cTHh6Ok5MTnTt3ZteuXVctW1JSwltvvUWjRo1wcnKidevWFRogwsPDUalUFZZx48ZZytx1110VXn/mmWds9h6r6rqTwW+//ZZXXnmFu++uONBxjx49mDJlCkuXLrVqcNOnT6djx464u7vj7+9P//79Kww6XFRUxLhx4/Dx8cHNzY0BAwZU6zy21aK0GLZ/BBumQXaCvaOpMebMmUOHDh3IyMhg4MCBFBXZpyOH3smBr57oRM9bAyguNfHs0n18uvmM3DohhBA1zHfffcekSZOYNm0a+/bto3Xr1vTu3ZvU1NRKy7/22mt8+umnzJs3j2PHjvHMM8/w8MMPs3//fkuZ3bt3k5SUZFnKRrv417/+Ve5Yo0ePLldu5syZtnujVXTdyeChQ4e47777rvp6nz59OHjwoFWCKrN582bGjRvHX3/9xfr16ykpKaFXr17k5+dbyrzwwgv88ssvrFixgs2bN3PhwgUeeeQRq8Zhd7HbwJALbgEQ1M7e0dQYjo6OfP/993h7e7Nnzx6ef/55u8Xi5KDh02HtGXl7OADTfz3BKz8eocRosltMQgghyps9ezajR49m1KhRNGvWjE8++QQXFxe+/PLLSssvWbKEV155hfvvv5/IyEjGjh3L/fffz/vvv28p4+fnR2BgoGVZvXo1jRo1onv37uWO5eLiUq6cXq+36XutiutOBjMyMggICLjq6wEBAWRmZlolqDLr1q1j5MiRNG/enNatW7No0SLi4+PZu3cvANnZ2XzxxRfMnj2bHj160L59exYuXMj27dv566+/rBqLXcVcmnWk8X2grvJoQHVaWFgYS5cuRaVS8dlnn/HZZ5/ZLRaNWsUbfZsz7aFmqFTw7a54nli0m9wiGYtQCCFsKTc3l5ycHMtSXFxcoYzBYGDv3r307NnTsk2tVtOzZ0927NhR6XGLi4txcnIqt83Z2Zlt27ZVWt5gMPD111/zxBNPoFKpyr22dOlSfH19adGiBVOnTqWgoKCqb9NmrjuzMBqNaLXaq76u0WgoLbXtjAzZ2ebemt7e5jH29u7dS0lJSbkT27RpU0JDQ696YsF8cq/80OTm5to07puiKJfHF2z6gH1jqaHuu+8+y/zF48aNY9OmTXaNZ1TXCD4b1gFnBw1bT6Xzr092kJBZc/7TCyFEXdOsWTM8PDwsy/Tp0yuUSU9Px2g0VmjYCggIIDm58vvxe/fuzezZszl16hQmk4n169ezcuVKkpIqvzd81apVZGVlMXLkyHLbH3vsMb7++ms2bdrE1KlTWbJkCY8//viNvVkbuHp29zeKojBy5EgcHSufD7eyLNyaTCYTEydOpGvXrrRo0QKA5ORkdDodnp6e5cpe68SC+V7EN99805bhWk/SQchJBAcXiOhm72hqrFdeeYWjR4/y7bffMnDgQHbu3ElUVJTd4rm3WQDLx3ThicW7OZGcS9+P/uTjoe24LdLHbjEJIURddezYMYKDgy3Pr5arVNWHH37I6NGjadq0KSqVikaNGjFq1KirXlb+4osv6NOnD0FBQeW2P/3005bHLVu2pEGDBtxzzz2cOXOGRo0aWSXWm3HdLYMjRozA39+/XOZ95eLv78/w4cNtFui4ceM4cuQIy5Ytu+ljTZ06lezsbMty7NgxK0RoI2Wtgo16gIOzfWOpwVQqFV988QUdO3YkIyODvn37WlqS7aVlQw9+GteVFsF6MvINPP75ThZvj5WOJUIIYWXu7u7o9XrLUlky6Ovri0ajqdDJNCUlhcDAwEqP6+fnx6pVq8jPzycuLo4TJ07g5uZGZGRkhbJxcXFs2LCBp5566h/j7dy5MwCnT5++nrdnc9fdMrhw4UJbxnFN48ePZ/Xq1WzZsqXcCOOBgYEYDAaysrLKtQ5e68SC+RfDlR+UnJwcm8RtFSUF5lbBxlfvvCPMnJ2d+emnn+jYsSPHjx9nyJAh/PLLL9e8vcHWgjydWTHmdqasPMRPBy4w7eejHL2Qzdv9W+Corf6ZU4QQor7S6XS0b9+e6Oho+vfvD5ivOkZHRzN+/Phr7uvk5ERwcDAlJSX88MMPDBo0qEKZhQsX4u/vzwMP/PMtXQcOHACgQYMGVX4ftlCjeyMoisL48eP58ccf2bhxIxEREeVeb9++PQ4ODkRHR1u2xcTEEB8fT5cuXao7XNvo9Ta8dA5aDrR3JLVCgwYN+Omnn3B2dmbdunVMmjTJ7i1xzjoNcwa34dX7b0WtguV7Ehj86V8kZ8ucxkIIUZ0mTZrEggULWLx4McePH2fs2LHk5+czatQowDzv/dSpUy3ld+7cycqVKzl79ixbt27lvvvuw2Qy8dJLL5U7rslkYuHChYwYMaJCA8SZM2d4++232bt3L7Gxsfz8888MHz6cbt260apVK9u/6euh1GBjx45VPDw8lD/++ENJSkqyLAUFBZYyzzzzjBIaGqps3LhR2bNnj9KlSxelS5cuVarn/PnzCqCcP3/e2m9B2Mny5csVQAGUmTNn2jsci80xqUqrN35Twl5erbR/+3dl26k0e4ckhBC11o18f8+bN08JDQ1VdDqd0qlTJ+Wvv/6yvNa9e3dlxIgRlud//PGHcuuttyqOjo6Kj4+PMmzYMCUxMbHCMX/77TcFUGJiYiq8Fh8fr3Tr1k3x9vZWHB0dlaioKOXFF19UsrOzq/ZmbUilKDX3Bqa/d8sus3DhQktPnaKiIiZPnsy3335LcXExvXv35uOPP77mZeK/q7ETXRdkmOcjFjdk9uzZTJ48GaBG9dyKu5jPmCV7OZGci0oFz/W4hefuuQWNuvLPuxBCiMrV2O/vWqZGJ4PVpUZ+mIyl8F4kuAXCsJXgUUPiqmUmTZrEBx98gFarZe3atdx77732DgmAohIjb/x8lGW7zwPQNcqHOYPb4udunR5wQghRH9TI7+9aqEbfM1ivJeyGomzITwX3mnGDaW00a9YshgwZQmlpKY888ki5KYTsyclBw4wBrfhgcGucHTT8efoi98/dyo4zF+0dmhBC3DBFUUgtSGV38m5+OPkDs/fOZtIfkyg12XYcYnFz7NfNUlzbqd/N66ieoJZepzdKrVazaNEiUlJS2LRpE3369GHbtm12HYPwSg+3bUjLYA+eXbqPkyl5PPb5X4zt3oiJPRuj08pvNSFEzaMoCheLLhKXE0d8Trx5nWten889T2FpYYV9kvKSCNGH2CFacT0kGaypTpknuiaqZlzWrM0cHR358ccf6d69OwcPHuSee+5hy5YthIWF2Ts0AKL83Vk1ritv/HyU5XsS+PiPM2w9lc6cIW1o5Odm7/CEEPVUdnE2Z7PP4urgSmOvxgCczz3PwJ8HUlB69VmV1Co1Qa5BhOnDCNWHEqYPw1XnWl1hixsgyWBNlHMBUg4DKoi6x97R1AkeHh789ttvdO/enZiYGEtC+PdR4u3FRadl5sDW3N3EnykrD3M4MZsH527jtQdv5bFOoVftTCWEEDcjqyiLuNzLLXyDmgzC38UfgG+Of8PHBz/m4aiHeavrWwD4u/hTWFqIChVBbkGEuodaEr4wfRih7qEEuwXjoHGw59sSVSTJYE1U1ioY3B5cfe0bSx0SEBDAhg0b6NatG2fOnKFnz55s3rwZPz8/e4dm0adlA9qGejF5xQH+PH2RV388wqYTafz3kRb4uzv98wGEEOJv8kvyicuJq3TJMZSfdKG1X2tLMhjuEU4D1wa46S5foXDUOPLLw7/QwLUBOo2uWt+HsB1JBmuisvsFb+ll3zjqoIYNGxIdHU23bt04fvw4vXr1YuPGjXh5edk7NItADyeWPNGZL/88x8x1MWw4nsLu2RlMe6gZD7cNllZCIUQFxcZicg25+DqbGxBKTCWM/n00cTlxpBemX3Nffxd/S6uet/Pl4cz6RPShT0SfCuXD9DXjFhthPZIM1kRth4GzJzSp+J9Q3LyIiAhLC+GBAwe49957+f333/H2rjljOqrVKp66M5KuUb68+P1BjiTmMGn5QVYfSuLdh1vQwEPmqRaivik1lZKUl0RsTixRnlE0cDOPNLEudh0vbX6Jzg06s6DXAgAc1A7E58RbEkFvJ2/LpdwrL+mGuIfg4uBit/ckagYZZxAZp6i+Onz4MD169CA9PZ1WrVqxYcOGGnXJuEyJ0cRnW87y4YZTGIwm3B21vPbgrQzqECKthELUMSbFRGpBKvE58cTmxFp67MbmxJKQl2AZouU/t/2HQU3M8+MeSD3AsF+H0cijEav6r7Ica3vidvSOekL1oeh1enu8HZuT72/rkGQQ+TDVZ0ePHuWee+4hJSWFZs2aER0dXaXZa6rTqZRcXvz+EAfOZwFwR5Qv7/RvQbiv9NITojb7/PDnHLt47JpDs5Rx1DgSqg9leLPh9I/qD4DBaCDXkIu3k3e9+4Eo39/WIckgNezD9Ncn0LAjBLUFtYwzVx1OnjxJjx49SExMpHHjxmzcuJHg4GB7h1Upo0nhi21nef/3kxSXmtBp1Yy7K4ox3SNxcpDxKIWoSfJL8ik1leLh6AHA2ayzvPbnawB888A3lnJD1w7lUNohy3ONSkND94aWS7nh+nDCPMIIcw8jwDUAtUq+G8rUqO/vWkySQWrQhynrPMxpASo1vHQWnGtOp4a67uzZs/To0YO4uDgiIyP5/fffadSokb3Duqpz6fn8Z9URtp023w8U4evKW/2ac+ctNe8ytxB1WbGxmPM554nLvdxDNzY7lvhc8/16T7V8iufbPQ9ASn4KPb/viUalYffju3FQm4df+en0T2QXZxPuEU6YPowgtyDLa+Laasz3dy0nHUhqkrObzOuGHSURrGaRkZFs2bKFHj16cObMGW6//XZ+/fVX2rVrZ+/QKhXh68qSJzux+lASb68+xrn0fIZ9sYsHWjXg9QebEaCXYWiEsLYDqQc4evEosdmxllk3LuRdQOHqbSppBWmWx/4u/sy+azZh+jA0qsst+f2i+tk0biH+iSSDNcmZjeZ15N32jaOeCg0NZdu2bfTp04cDBw7QvXt3fvzxR3r27Gnv0CqlUql4qHUQdzXxY/b6kyzeHsuaQ0n8cSKVcT2ieKJrhFw6FuIGFJQU8PGBjzmfe54P7v7Acln26+Nf81vsbxXKuzm4WXrohuvDCdWHWtbuOndLOZVKxb1hMquUqHkkGawpTEY4+4f5caMedg2lPgsMDGTz5s3079+fTZs2cf/99/PVV18xZMgQe4d2Ve5ODkx7qDkD2zfktVVH2B+fxcx1MSz9K54pfZryYKsG9e6mciGuJseQQ2x2LLE5sZZ1fE48LXxb8MbtbwCg0+hYemIppaZSkvOTCXIzz1TUIaADJsVEqHtouSFa6mPHDVG3SDJYUyQdhMJMcNSbZx4RdqPX6/n1118ZNmwYK1as4NFHH+XChQu88MILNfoPfvMgD3545nZWHUhk5roYErMKmfDtfhZtj+U/DzajTYinvUMUolqUGEs4n3venPBdSvricuKIzYkloyij0n20am25x8+2fha9To+rw+Xe+kOaDmFI05r7w1CIGyXJYE1Rdok4ohto5LTYm6OjI99++y3+/v7Mnz+fyZMnc+LECebPn4+DQ829sVutVvFIu4bc1yKQz7ac5dPNZ9kbl0n/+X/Sv00Qk3s1IcRbBpgVdcfu5N2cyz7HfRH3WcbSm7t/LouOLrrqPv7O/oR7hJt76erDCPcIJ0IfUa7M6FajbRm2EDWKZB01RfwO87qR3C9YU2g0GubNm0dkZCT//ve/WbBgAWfOnGHFihU1araSyrjotEzs2ZghHUOZ+dsJVu5LZNWBC6w5nMRjnUIZ1yNK5joWtUJ+SX651j2AZ9s8a3n9P3/+h8S8RBp5NqJ9gPmqSrg+HBeti6V3boQ+wvI4XB8uM24I8TcytAw1pGu6sQQS9oBPI3Dzt08M4qp++eUXHnvsMfLy8rjllltYvXo1jRs3tndY1+1Qgvk+wrKhaJwdNIzqGs6Ybo3wcKm5LZ2ifig1lZKYl0hcThznss9ZZt6IzY4lrTCtXFlvJ282D95sef7G9jdIK0zj6VZP09qvteV4GpWmRt/WIayjRnx/1wGSDCIfJnF9Dh06xEMPPUR8fDxeXl4sXbqUPn1q1/zR20+nM/O3GMssJnonLWO6N2LE7eG4OcqFAmE7iqJwsegizlpny314WxK2MGvPLM7nnrdMs1YZbydvwvXhlku7I5qPkIGXBSDf39YiySDyYRLXLyUlhf79+/PXX3+hUql44403eO2111DXotliFEVhw/FUZv0WQ0xKLgCeLg480TWCEbeH4+EsLYXixhWWFhKfYx5/7+7Qy7e9PLvhWbYmbuW/d/yXhxo9BMD2C9sZs34MAE4ap8vDs1xK+spm3qir8+qKmyff39YhTQE1wdcDwTMEur0E+gb2jkZcQ0BAAH/88QfPP/88n376KdOmTWPXrl0sWbIEL6/aMVC4SqXi3mYB9Gjqzy8HLzA3+hRn0/OZvf4kC7acZcTt4TxxRwTerjp7hypqKKPJSFJ+kqWHrmWolpxYkvOTLeV2Dd2Fs9YZgADXAFSoSC9Mt7zewrcFn937GeH6cJlmTQg7kpZB7PzLIjsBPmguU9DVQgsXLmTs2LEUFxcTGRnJDz/8QJs2bewdVpUZTQprDyfx0cbTlpZCF52Gx28L44muEQR6SEeT+i45P5nvYr4rNy6fwWS4anm9Tk+4Rzjvd3+fQNdAALKLs3HSOuGocayusEU9IC2D1iHJIHb+MO1bAj+PN09B99SG6q1b3LR9+/YxYMAAYmNj0el0vPfee0yYMKFW3rhuMin8fiyFeRtPcfRCDgBatYq+rYN46s5ImgXJpbq6yGA0oFVrLa1yK0+tZNXpVfQO783QW4cCcC77HH1X9S23n4PawTL4suWy7qW1p6Nnrfw/IGofSQatQy4T25tMQVertWvXjr179zJixAhWr17N888/z/r161m4cCG+vr72Dq9K1GoV97UIpHfzADbFpPLJ5rPsOpfByv2JrNyfSNcoH566M5K7GvvJF30toygKKQUp5YZoOZdzjtjsWJLyk1jVbxURHuZx9tIL09mfup8Q9xDL/g3dGzK4yWDL0Czh+nAauDUoN1CzEKL2kpZB7PjLwmSC9xpBYQaMWgdhXaqvbmFViqIwf/58/v3vf1NcXEyDBg34+uuv6dGjdk8teCghiwVbz7H2cBJGk/lPxS3+bjx5RwT92gTjrJO5j2uSUlMpJzJOlLuPLy4njricOApLC6+637we87gr5C4AzmSd4VTmKZp4N7EkiELUVNIyaB2SDGLHD9OF/fDZXaBzh5fPgUZ6cdZ2Bw8eZMiQIZw4cQKVSsXzzz/Pu+++i4tL7R7kNiGzgEV/xrJs93nyis1DgOidtAxsH8LQ20Jp5Odm5wjrn7PZZ9masBVvJ29L79zC0kI6Le1UaXmNSkND94bleumWPfZ19pXWXlErSTJoHZIMYscP09b3IfotaHI/PPpt9dUrbKqgoIAXXniBzz77DIBbbrmFRYsWcfvtt9s5spuXU1TCd7vOs+SvOOIzCizb74jy5fHbQul5awBajfQIvVllY/Jd2boXmx3Lky2fpI1/GwB+OfMLr2x7hQ4BHVh430LLvkNWD8FJ62RJ9Mpm3mjo3hAHtfzgFHWLJIPWITd82JODC3hHyv2CdYyLiwuffvop/fv3Z/To0Zw6dYo77riDyZMn89Zbb+Hs7GzvEG+Y3smB0d0iefKOCLacSuPrv+KIPpHKttPpbDudTqDeiUEdQ/hX+4YyB/J1KCgpID43ntjsWM7lnLMkfXE5ceSV5FUo3yWoiyUZbOrdlN7hvWnp27JcmWUPLquO0IUQdYi0DFIDflmYTFCLBi0W1y8rK4sXXniBRYsWAdC0aVM+//xzunbtat/ArCghs4Bvd8WzbNd5LuZfHm7ktkhvBnUIoU+LBvX63sKyMfmyi7Np7tvcsn3QL4M4nnH8qvupUBHkFkS4RzgR+gjC9GF0atCJSI/I6ghbiFrB7t/fdYQkg8iHSdje6tWrGT16NMnJ5gF5n3zySf73v//h4+Nj58isp7jUyG9HU1ix5zzbTqdT9pfFzVHLg60aMLB9Q9qHedXZe9Oyi7M5l21u3Wvk2YgWvi0A2Juyl5HrRhLsFsy6Aess5Uf8OoJ9qfvwdPQ038P3t5k3QvQhMiafEP9Avr+tQ5JB7PRhyrkArv6gkSv19UVGRgYvv/wyn3/+OQA+Pj689957jBw5ss4lSIlZhazcm8D3+xKIu3j53sJQbxceat2Avq2DaRLobscIb4zBaOB87vlyM26UXdbNLM60lBvZfCSTO0wGzEO19Pq+F+Ee4ax4cAUatbmV9Hzuedwd3PF08rTHWxGiTpBk0DokGcROH6YvekPKUfjXIrilZ/XUKWqEP//8k2eeeYYjR44AcOeddzJ//nxatmz5D3vWPoqisOtcBiv2JrD2cBIFBqPltSYB7vRtE8RDrYII9ak59xcqilIuOV9ybAnbL2wnNjuWC/kXMCmmq+4b4BJAuD6cXuG9GNRkkOV4JsVkSQKFENYjyaB1SDKIHT5MxXnwvzAwlcLzB8Er3PZ1ihqlpKSEOXPm8MYbb1BQUIBarWb06NG8+eabBAQE2Ds8mygwlBJ9PJWfD15gc0waBuPlpKp1iCcPtWpA7+aB1dbxJL8kn8LSQnydzYODZxdnM/r30STlJ7Fp0CbLgMovb3mZtefWWvZz0bpUmHGj7DKvi0PNSWqFqA8kGbQOSQaxw4fp1HpYOhA8Q2HiYdvXJ2qs+Ph4Jk2axA8//ACAu7s7r7zyChMnTsTJqe7OCZxdWMJvR5L5+eAFtp9Jx3TFX6FmDfT0bh5I7xYBNAlwv6lL6KWmUi7kXSg3CHNsTixx2XGkFqbSO7w3s7rPAsCkmOi8tDNFxiLWPLyGUH0oANsTt5OQl0CER4SMySdEDSPJoHVIMogdPky/vwbb50Hbx6HffNvXJ2q8LVu2MGnSJPbu3QtAWFgY06dPZ/DgwajreE/ztNxi1h5O4tcjSew6l1EuMQzzcaFXswB6Nw+kbagXGvXVk7CzWWc5mHawXOIXnxtPqan0qvt0DOzIl72/tDzfmbQTPxc/Qt1DZao1IWoBSQatQ5JB7PBh+rQbJB2ERxZAq0G2r0/UCiaTiaVLlzJ16lQSExMBaNWqFW+//TYPPfRQvWiNysg3sOF4Cr8fTWbLqXQMpZcvJXu5ONCtsR93NfHjgulXLhTG8kL7FyyXeT/c9yGfH/68wjEdNY6E6kPLDcJcdlnXw9Gj2t6bEML6JBm0DkkGqeYPU0EGzIwEFJgcA+6Btq1P1Dr5+fnMnj2bWbNmkZOTA0CnTp1455136NmzZ51OCk2KidSCVM5ln+Nkxll2xJ/gePoZMvJU5MY/Zinn2mgWal069/m8wWOtetCqoSebzkezPGa5ZYiWCH0E4R7hBLoGolbV7dZVIeorSQatQ5JBqvnDdOxnWD4MfJvA+F22rUvUahkZGcyaNYsPP/yQggLz8CzdunXj1Vdf5d57763VSWFWUZblMm7Z0CxxOXHE58ZTWFpYobxep2d255/ZfDKNTTFpnC5eg0ploCSnNUqJL96uOu6I8uX2Rj7c3siXEG/nWv3vI4S4PpIMWockg1Tzh+niGTiyEpw8oPPTtq1L1AkpKSnMmDGD//u//6O4uBiA9u3bM2XKFB5++GE0mpo7ZMnpzNOczjpNa7/WNHBrAMDKUyuZtn3aVffRqrQ0dG9YvreuRzjt/NtZEryUnCI2x6SxKSaVbafSyS0uf19gsKezOTGM8qFLpC+BHnW3M44Q9Zkkg9YhySDyYRK1Q0JCAu+//z6fffaZpaWwcePGvPzyywwdOhRHx+qfrcJgNJCQm2DuoZsTR1phGi91fMny+ujfR/NX0l+83fVt+kf1B2BX0i6e/P1JAlwCCNOHlVvC9eEEuwfjoHa47hhKjCb2xWXy55mL7DiTzv74LEpN5f+sRfq50iXShw7hXnQI86ahl7QcClEXyPe3dUgyiHyYRO2Snp7OvHnzmDdvHpmZ5lkv/P39GTNmDM888wxBQUFWrc9oMnIh/wLxOfGWpK/scVJ+UoVBmP967C9cHVwBc6eOPcl7GNZsGL3CewFQYiyhxFRiszH5Cgyl7I7NZPuZdHacuciRxGz+lhsSoHekQ5g37cO86BDuRbMGerQaua9QiNpGvr+tQ5JBqvHDlLAXsuMh/E5w9bVdPaJeyM3N5bPPPuODDz6w9D7WarUMHDiQ5557jttuu+26W78URSG1IBWtWouPs3m+5GMXjzF161TO556nxFRy1X1dHVwJdTf31g3zCOPxWx+vUb10swtK2HnuIrvOZbAnLpMjidkVWg5ddBrahHjSPsyLVg09ad3QA3+9XFoWoqaTZNA6JBmkGj9MP0+AfV9Bl/HQ+13b1SPqlZKSElatWsW8efPYunWrZXv79u0ZM2YMgwcPRq/XoygKWcVZxOfGE5cTR+/w3jhqzJeW397xNstPLufZ1s8yts1YAM7nnOf+H+8HQKfWEaoPJUwfZhmmpezSro+TT6265FpoMHIwIYu9cZnsiTUniLlFFcciDNQ70aqhB61DPGnV0INWwZ54uFz/5WshhO3dyPf3/Pnzee+990hOTqZ169bMmzePTp06VVq2pKSE6dOns3jxYhITE2nSpAn/+9//uO+++yxlwsPDiYuLq7Dvs88+y/z55rGEi4qKmDx5MsuWLaO4uJjevXvz8ccf15gZpyQZpBqTwbntIOMMPLYcGve2XT2i3tq3bx/vf/g+33/3PYZiAwBaJy0NuzbE9XZXiMSSuP3Y90eivKIA+PLIl8zdN5dHmz7Ky51eBsyzd+xK3kW4vm4Pz2IyKZxKzWNPXAb747M4lJDFqdQ8KvvLGO7jQsuGntzawJ1bG+hp1kCPv7tjrUqGhbAVRVG4ePEicXFxlS6bNm3Cw8O6Vw2q+v393XffMXz4cD755BM6d+7MnDlzWLFiBTExMfj7+1co//LLL/P111+zYMECmjZtym+//cakSZPYvn07bdu2BSAtLQ2j8fK860eOHOHee+9l06ZN3HXXXQCMHTuWNWvWsGjRIjw8PBg/fjxqtZo///zTOv8QN0mSQaopGcxNhvebACp4ORacPW1Tj6jzTIqJotIiyz13WUVZvPXXW8TnxFuGZinNLSVzayZZW7MoTiq27KsL0NHwnoZ07NORN+5/g6beTQEoKCnAQe2Ag0ZavgDyi0s5kpjNoYRsDiVmcyghi7iLBZWW9XbVmZPDQD23NjAvUf5u6LR1M3kW9ZfBYCAxMZH4+PgKS1nCV9a5rTIHDx6kVatWVo2pqt/fnTt3pmPHjnz00UeAebD/kJAQJkyYwJQpUyqUDwoK4tVXX2XcuHGWbQMGDMDZ2Zmvv/660jomTpzI6tWrOXXqFCqViuzsbPz8/Pjmm28YOHAgACdOnODWW29lx44d3HbbbTfy1q1K5luqLrHbzOvAlpIIin9kNBlJLkgmPieeZj7NLPfgfXfiO97b8x73hd/HO3e8A4CLgwvR8dGWjhxqlZqwBmHc+eSdNHy+IYazBvat3seWNVvIT8nn7DdnOfvNWRLvSGTIkCEMHDiwxlyqqClcHbV0jvShc6SPZVtWgYFDCdkcuZDN8aRcjiflcDYtj4x8A3+evsifpy9ayjpoVET6uhEV4EaUnxtR/m7cEuBGhK8rjtqaOxSQqL8URSEzM7NCgnfl86SkJK6n/SgwMJCwsLBKF1vJzc21DNIP4OjoWGGEBYPBwN69e5k6daplm1qtpmfPnuzYsaPS4xYXF1eYJ97Z2Zlt27ZVWt5gMPD1118zadIkyxWDvXv3UlJSQs+ePS3lmjZtSmhoqCSD9U7cdvM6/A77xiFqjBJjiaWXbnxuPAm5CcTnxhOfE09CXoJlTt3598ynW8NuAOgd9RQbizmfe95yHJ1Gx7Qu0/B19iXUPZRgt+DyLXy3A49DXl4eK1asYNGiRWzdupVt27axbds2nnvuOe655x6GDBlCv3798PHxQVTk6aKjW2M/ujX2s2wrKjFyMsWcGB5PyuVYUg7Hk3LILSolJiWXmJTccsdQqyDMx5VGfubksCxRDPd1xcNZWmWF7VzZqvf3JK9syc/P/8fjODo6EhoaSlhYGKGhoZYlJCSEsLAwQkJCKiRP1aFZs2blnk+bNo033nij3Lb09HSMRmOFH78BAQGcOHGi0uP27t2b2bNn061bNxo1akR0dDQrV64sd1n4SqtWrSIrK4uRI0datiUnJ6PT6fD09KxQb3Jy8vW9QRuTZLC6xF26LyDsdvvGIaqNoigUlhZaLucqisIbO97gfO55EnITSM5PRuHqv7Id1A6EuIdgNF3+o3NH8B2sfXitZQDnMo/c8sg/xuPm5saoUaMYNWoUCQkJrFixgmXLlrFr1y7Wr1/P+vXrGT16NHfccQf9+vWjX79+NGrU6Abfff3g5KChVUNPWjX0tGxTFIWEzEJOp+ZxKjWX06l5lx7nkVtUyrn0fM6l57PheEq5Y3m76gjzcSHcx9WyDvd1JdzHBU8XXTW/M1GbKIpCRkZGpQleVVv1/P39K032yhY/P78aeY/ssWPHCA4Otjy31rirH374IaNHj6Zp06aoVCoaNWrEqFGj+PLLLyst/8UXX9CnTx+rD/Fla5IMVoeCDEi79KsjVJLBuqSotIgLeRdIyEugkWcjgt3Mf4z+OP8HL215iRa+Lfiyt/mPhkqlYlviNlILUi37O2udCXYLJtTd3FM3RB9CqHsooe6h+Lv4o1GXv6TornPHXed+03E3bNiQF154gRdeeIEzZ87w3XffsXz5cg4ePMiWLVvYsmULkydPpnnz5vTr148+ffrQuXNnHByk9eqfqFQqQrxdCPF24e6ml29IVxSFtNxiTl1KDsuSxTNp+aTlFpORbyAj38D++KwKx/RwdiDcx4UwH1dCvJ0J9nShoZczwV7OBHs64+Qgl57rqrLLt+fPnychIcGy/P35zbTqlS0NGzbE2dm5Gt6V9bm7u6PX669ZxtfXF41GQ0pK+R9iKSkpBAYGVrqPn58fq1atoqioiIsXLxIUFMSUKVOIjIysUDYuLo4NGzawcuXKctsDAwMxGAxkZWWVax28Vr3VTZLB6uDiDROPQNJBcJVLcLWJSTGRXphOQm4CCXkJJOQmkJiXaH6em0Bq4eXE7tXOrzKk6RAAPB09KSwtJDE3sdzxJrSdgFatpaFbQxq6N6wRw7I0atSIV155hVdeeYXY2Fh+/vlnfvrpJzZv3szRo0c5evQo//3vf3F3d+fuu++mV69e9OrVi6ioKLvHXpuoVCr89U74653oGlV+nNH84lLiLhYQezGf2Iv5xKWbH8ddLCA5p4jswhIOJmRzMCG70mP7uukI9nKhoeflBDHY05mG3s400Dujd9bKuaqBynrfVpbgXfm4sLDifN2Vqa2tetVFp9PRvn17oqOj6d+/P2DuQBIdHc348eOvua+TkxPBwcGUlJTwww8/MGjQoAplFi5ciL+/Pw888EC57e3bt8fBwYHo6GgGDBgAQExMDPHx8XTp0sU6b+4mSW9iZNDK+qzUVEpKQQp5hjyaeDexbH9py0scTT9KUn7SNQdcBvOgyw3dGvJ4s8ctU64VlRaRnJ9MkFsQOk3tvMSXmZnJ2rVrWb16NevXr+fixYvlXg8LC+Pee++lW7du3HnnnYSFhdXrLxpbKTCUEp9RQGx6AXEX80nILCQhs4DErEISMwvJN1R+79KVnBzUBF5KRAP1TgR6OBGgdyJA70ig3vzYX+8onVusyGQykZ6efs3WvISEBIqKiq7reL6+voSEhNCwYUPL8vfntbVV72bcyNAyI0aM4NNPP6VTp07MmTOH5cuXc+LECQICAhg+fDjBwcFMnz4dgJ07d5KYmEibNm1ITEzkjTfe4Ny5c+zbt69cK5/JZCIiIoJHH32UGTNmVKh37NixrF27lkWLFqHX65kwYQIA27dvt84/xE2SlkFRpxmMBpLyk7iQd8G85F+gY2BHbmtg7r11OP0ww38dTrBbMOsGrLPsdyHvAvG58QBoVBoCXQNp6N7Q0qJ35drD0aNCEuSkdSLcI7za3qcteHl5MXToUIYOHYrJZGL//v2sX7+e33//nW3bthEXF8fnn3/O559/DpgvPd95552WpVmzZqjVMrzKzXLRaWkaqKdpYMVLYIqikF1YcilBLLQkiIlZBZbnWQUlFJWYiL1YQOxVhscp4+2qI0DvhK+bDj83R3zcdPi6OeJbyWOHejp9n6IoZGdnc+HChUqXxMRELly4QFJSEiUl1/4hWcbf37/SBK/scXBwsF06ZdRFgwcPJi0tjddff53k5GTatGnDunXrLJ1K4uPjy/3dKioq4rXXXuPs2bO4ublx//33s2TJkgqdQTZs2EB8fDxPPPFEpfV+8MEHqNVqBgwYUG7Q6ZpCWgaxcctgYSb8OBbCu8Jt40C+HK0qvTCdpLwkUgpSSClIITk/meT8ZC7km5O/9ML0CvuMajGKSe0nAZCcn8z9K+8nxD2EH/v9aBlYeW/KXhRFIcgtCH8Xf7Rq+d10pfz8fLZs2UJ0dDTbtm1j7969lJaWn8XDw8ODDh060LFjR8s6JCREWg+rWVGJkZScIpKzi0jJLSYlu4jkHPOSemmdkl2MwWj654NdwdPFAR/Xywmir5sOL1cdXi46PF0c8HTR4eXiYHnu5ljzL1Xn5eVdNcm7crney7Zg7jFaWYJXtgQHB1uts0N9JFf2rEOSQWz8YTqxFpY9Cj63wIQ91j12HWY0GSkxleCkNf8aTi9MZ9GRRRQZi3jtttcs5YatHcaBtAPXPJaz1pkGrg0IcgsiyDWIrsFd6RHaAzD/yldQ6uzsGtUlPz+fnTt3Woas2bFjR6U3tPv7+9OxY0fatm1LixYtaNmyJY0bN0arlWTbnhRFIbOgxJw05hRxMc9Ael4xF/OKSb/0uGydkW/AaKr614ZWrSqXJHq66PB0dsDL1Zwsejg74O7kgN5Ja1nrnR1wd9Li7KC54USypKSEtLQ0kpOTSUlJISUlxfK4bF2W5OXm5v7zAS/x8vIiKCjomktgYCA6Xe28TaS2kGTQOuQvsK2VDSkT3tW+cdQQJsVEVnEWaQVppBemk1Z4aV2QRlphGmkFaSQXJJNWkMbwZsOZ1MHcgldqKmXxscVoVVqmdppq6WXbwK0BSflJBLgGEOASQKBrIAEuAebE71Ly5+noedUvEpVKhYqa3VpRG7i6utKjRw969DAn2SUlJRw9epTdu3eze/du9uzZw+HDh0lNTWXNmjWsWbPGsq9Op+PWW2+lZcuWtGzZkhYtWtCkSRPCwsIkSawmKpUKb1fdpdlUrt0j02RSyCos4WJeMWl5xZbEMT2vmMyCErIKDGTml5BVeOlxgYGiEhOlJuVSQmmocnwatcqSJLo7aXFzUOFQkoeqKBulIAtjfhYleRkUZl8kPyuDnMw0si+mk3kxjcyMi/9cwRVcXV0JDg62JHRXPi5bGjRoUC/vzxN1l/yltTXL+IL1Y7DpwtJCdibtJNeQy0ONHrJsf2vHW2xJ2MLFwouUKqXXOMJlyQWXB+P0dfZleLPhBLgEYFSMaDAng/+78381/tJTfeTg4ECbNm1o06YNo0ePBqCwsJCDBw+ye/duDh06xOHDhzly5Aj5+fkcPHiQgwcPVjhGREQEjRs35pZbbrGsIyMjCQ4OlhYXO1GrLyeOtwRc3zBHRSVGMgsMZBWUVFhn5BWTlplLaloqGRfTycrMIDvzInlZmRTkZFJakI2xMIfEgmyMBTmYCnMwFebCNcborEClRuPigdrVC52bF04e3jjrfXD19Ebv5YunXwA+fgH4+jfAy1OPq6O5NdLZQYOTgxonBw1ODhqKHDRcMGrITC3EUWvAWWfebimn1aBWy98jUfvUmWRw/vz5vPfeeyQnJ9O6dWvmzZtHp06d7BtUUY55OBmodYNNF5YWklmUSUZRBhlFGWQWZZqfF2eQUZhBZnGm5fU+EX14vt3zAOQacpmwcQIalYb7I+63tODlGHJIKbg8tpOXoxe+Lr74Ofvh62xe+7n44efsZ2nd83W+PPyGVq3lxY4vVohTEsHaw9nZmdtuu63c1Esmk4m4uDgOHz5sWY4ePcrp06cpKiri5MmTnDx5ssKxVCoVQUFBliEzrhxKIyQkhMDAQPz8/NBopHdsdVEUhcLCQjIzM6+5XLx4kbS0NNLT0y3r6+1ReyWVWo27hzeuXr44673RuXvh4OaF2tUTtYsXipMHRkc9JY56ijQuKFS8FaTo0pIKcBG4mAlk3tS/g06rtiSHzpeSSKcrnuu0anRaDTqNGkcHtXmtVZu3ay6t//bcUau5XObv5a7Y31FrPr5GElJRRXUiGfzuu++YNGkSn3zyCZ07d2bOnDn07t2bmJgY/P39//kAtnJ+Jygm8AoHj+B/LG5NRpORgtIC8kvyyS/JJ8eQg5ejl6WHa1ZRFp8e+pRiYzGvd3ndst9Lm19i4/mNFBuLr7uuC3kXLI+9nbxp7tMcX2dfio3FuKjNs2+MaTWGEc1G4Ofih4+TT/np0kS9pVariYiIICIigr59+1q2m0wmEhMTOXnyJKdOnSq3jouLo7i4mMTERBITE686p6harcbPz4+AgAACAwMtS0BAAN7e3nh5eVVY19dLfyaTiby8PHJzcyssOTk55Z5nZ2dfNdEzGKp+CbiMo6Mjfn5++Pr6WtZXPq5s2/Um+4qiUFxqosBgJL+4lHxDKfnFRgoMpebnZY8vvZ5XXEpRiZGiEhNFJUYKS4yX1iaKr3xuMFJUasJQernzjeHS8+zr72NidSoVOKjVaDUqtGoVDpqyx2ocNGXPzY+1atUVjy+vtWXl1CoctGocLpXTalSWY5e9Xra/Rm0+nkatvrRWXV5rVHSO8MHVsU6kHXVOnehA0rlzZzp27MhHH30EmP+whYSEMGHCBKZMmfKP+9vsBtQNb5CyYy6GZv0w9pyGCRMmk8m8VkwYFSOKomBUjJSaSjEYDRiMBhq6N6SRp3kasOzibFadXoVGpeHxZo9bDr3g0AKOZxynoLSAghJz0ldQUmB5XmSs+Ev70aaP8krnVwBzh4y7l9+NChUHhh+wdKD49+Z/81vsb4B5OjRvJ2+8nbzxcvIyL45eludlrwW6BhLoWjNGURd1n8lkIi0trdz8qlc+TkhIIC0t7bqm3vo7JycnvLy88PLyws3NDVdX12uuXVxc0Ol0ODg4oNPpKjy+8vmVw1Vc2aJd2WOTyURJSQmlpaXXtS4uLqawsPAfl4KCAsvjK5O/vLy8mzgj5Wk0Gsu/YWWLj49PpUmeq6trrW3pN5oUiksvJ4eFBuOlZNKcUF5OJo0UX0oWLYvRaHlc9lqx8e9lTBSXGivZdvlxbfgmj57cnUZ+blY9pnQgsY5an6IbDAb27t3L1KlTLdvUajU9e/a8aotBcXExxcWXW76q0oOsSorzGB/oz4m8PbDqoX8uf8lTLZ+yXHbNKs5i1p5ZuDm4lUsGdyfvZkdS5e/vShqVBlcHV/Q6fblpzDx0HjzZ4kn0jnqMJiPqS2OG/bvDv5nYbiKejp64OtTeP86i7lKr1QQEBBAQEHDVW0FKS0tJT0+v0Gu0bJ2ZmUlGRka5tdFopKioiKSkJJKSkqr5XdUMGo0Gd3f3She9Xm9ZXy3R8/b2xs3Nrd793dCoVbjotLjo7POVqigKJUYFw6UkstRoosSkmNdGhVKTiVKjQonR3JGnxGh+XmoyYSit+PqV+5UYFUtZ8+Pyxyi5tK/RZC5jXl96/rftzjJtYo1V65PB9PR0jEajZcDIMgEBAZw4caLSfaZPn86bb75p++AemIXTmiRcsk6jVqmvumhUGrRqLTqNDp1ah5+zn+UQ7jp3Hoh8ABetS7lDD2oyiLtC7sLVwRUXBxdctea1i4MLLloXy3adWlfpH2YHjQMT20+ssF1a+ERdoNVqLZeFr4eiKOTm5lqSw6ysLPLy8sjPz690Xfa4oKCAkpISDAYDBoPhqo8NBoN5GKMrmm/KHle2VqvVODg44ODggFarrXR95WOdToezs3O5xcXFpcK2Kxc3N7cKCZ+zs3O9S+TqApVKhU6rQqdVgwxZKG5ArU8Gb8TUqVOZNGmS5XliYiLNmjWzSV1LHlh6U/t7O3kz486KU9v0DOt5U8cVQlymUqnQ6/Xo9XrCwsLsHY4QQlSrWp8Mlt1EnJKSUm57SkrKVVsFHB0dy434npOTY9MYhRBCCCFqqlo/7YJOp6N9+/ZER0dbtplMJqKjo+nSpYsdIxNCCCGEqPlqfcsgwKRJkxgxYgQdOnSgU6dOzJkzh/z8fEaNGmXv0IQQQggharQ6kQwOHjyYtLQ0Xn/9dZKTk2nTpg3r1q2r0KlECCGEEEKUVyeSQYDx48czfvx4e4chhBBCCFGr1Pp7BoUQQgghxI2TZFAIIYQQoh6TZFAIIYQQoh6TZFAIIYQQoh6TZFAIIYQQoh6TZFAIIYQQoh6TZFAIIYQQoh6TZFAIIYQQoh6TZFAIIYQQoh6rMzOQ3AyTyQRAUlKSnSMRQgghxPUq+94u+x4XN0aSQSAlJQWATp062TkSIYQQQlRVSkoKoaGh9g6j1lIpiqLYOwh7Ky0tZf/+/QQEBKBWW+/KeW5uLs2aNePYsWO4u7tb7bjCNuR81T5yzmoXOV+1S204XyaTiZSUFNq2bYtWK+1bN0qSQRvKycnBw8OD7Oxs9Hq9vcMR/0DOV+0j56x2kfNVu8j5qj+kA4kQQgghRD0myaAQQgghRD0myaANOTo6Mm3aNBwdHe0dirgOcr5qHzlntYucr9pFzlf9IfcMCiGEEELUY9IyKIQQQghRj0kyKIQQQghRj0kyKIQQQghRj0kyKIQQQghRj0kyeJPmz59PeHg4Tk5OdO7cmV27dl2z/IoVK2jatClOTk60bNmStWvXVlOkAqp2vo4ePcqAAQMIDw9HpVIxZ86c6gtUWFTlnC1YsIA777wTLy8vvLy86Nmz5z/+nxTWVZXztXLlSjp06ICnpyeurq60adOGJUuWVGO0oqrfYWWWLVuGSqWif//+tg1QVAtJBm/Cd999x6RJk5g2bRr79u2jdevW9O7dm9TU1ErLb9++nUcffZQnn3yS/fv3079/f/r378+RI0eqOfL6qarnq6CggMjISGbMmEFgYGA1Ryug6ufsjz/+4NFHH2XTpk3s2LGDkJAQevXqRWJiYjVHXj9V9Xx5e3vz6quvsmPHDg4dOsSoUaMYNWoUv/32WzVHXj9V9XyViY2N5d///jd33nlnNUUqbE4RN6xTp07KuHHjLM+NRqMSFBSkTJ8+vdLygwYNUh544IFy2zp37qyMGTPGpnEKs6qeryuFhYUpH3zwgQ2jE5W5mXOmKIpSWlqquLu7K4sXL7ZViOIKN3u+FEVR2rZtq7z22mu2CE/8zY2cr9LSUuX2229XPv/8c2XEiBFKv379qiFSYWvSMniDDAYDe/fupWfPnpZtarWanj17smPHjkr32bFjR7nyAL17975qeWE9N3K+hH1Z45wVFBRQUlKCt7e3rcIUl9zs+VIUhejoaGJiYujWrZstQxXc+Pl666238Pf358knn6yOMEU10do7gNoqPT0do9FIQEBAue0BAQGcOHGi0n2Sk5MrLZ+cnGyzOIXZjZwvYV/WOGcvv/wyQUFBFX6ECeu70fOVnZ1NcHAwxcXFaDQaPv74Y+69915bh1vv3cj52rZtG1988QUHDhyohghFdZJkUAhRJ82YMYNly5bxxx9/4OTkZO9wxFW4u7tz4MAB8vLyiI6OZtKkSURGRnLXXXfZOzRxhdzcXIYNG8aCBQvw9fW1dzjCyiQZvEG+vr5oNBpSUlLKbU9JSblqZ4PAwMAqlRfWcyPnS9jXzZyzWbNmMWPGDDZs2ECrVq1sGaa45EbPl1qtJioqCoA2bdpw/Phxpk+fLsmgjVX1fJ05c4bY2FgeeughyzaTyQSAVqslJiaGRo0a2TZoYTNyz+AN0ul0tG/fnujoaMs2k8lEdHQ0Xbp0qXSfLl26lCsPsH79+quWF9ZzI+dL2NeNnrOZM2fy9ttvs27dOjp06FAdoQqs93/MZDJRXFxsixDFFap6vpo2bcrhw4c5cOCAZenbty933303Bw4cICQkpDrDF9Zm7x4stdmyZcsUR0dHZdGiRcqxY8eUp59+WvH09FSSk5MVRVGUYcOGKVOmTLGU//PPPxWtVqvMmjVLOX78uDJt2jTFwcFBOXz4sL3eQr1S1fNVXFys7N+/X9m/f7/SoEED5d///reyf/9+5dSpU/Z6C/VOVc/ZjBkzFJ1Op3z//fdKUlKSZcnNzbXXW6hXqnq+/vvf/yq///67cubMGeXYsWPKrFmzFK1WqyxYsMBeb6Feqer5+jvpTVx3SDJ4k+bNm6eEhoYqOp1O6dSpk/LXX39ZXuvevbsyYsSIcuWXL1+uNG7cWNHpdErz5s2VNWvWVHPE9VtVzte5c+cUoMLSvXv36g+8HqvKOQsLC6v0nE2bNq36A6+nqnK+Xn31VSUqKkpxcnJSvLy8lC5duijLli2zQ9T1V1W/w64kyWDdoVIURbFXq6QQQgghhLAvuWdQCCGEEKIek2RQCCGEEKIek2RQCCGEEKIek2RQCCGEEKIek2RQCCGEEKIek2RQCCGEEKIek2RQCCGEEKIek2RQCGFzI0eOpH///tVe76JFi1CpVKhUKiZOnHjNsuHh4cyZM6da4iqrryy2rKysaqtXCCH+TmvvAIQQtZtKpbrm69OmTePDDz/EXuPb6/V6YmJicHV1tUv9V7N79262bt3KgAED7B2KEKKek2RQCHFTkpKSLI+/++47Xn/9dWJiYizb3NzccHNzs0dogDlZDQwMtFv9V+Pn54e3t7e9wxBCCLlMLIS4OYGBgZbFw8PDknyVLW5ubhUuE991111MmDCBiRMn4uXlRUBAAAsWLCA/P59Ro0bh7u5OVFQUv/76a7m6jhw5Qp8+fXBzcyMgIIBhw4aRnp5e5ZhTU1N56KGHcHZ2JiIigqVLl1YoM3v2bFq2bImrqyshISE8++yz5OXlAZCfn49er+f7778vt8+qVatwdXUlNzcXg8HA+PHjadCgAU5OToSFhTF9+vQqxyqEELYmyaAQwi4WL16Mr68vu3btYsKECYwdO5Z//etf3H777ezbt49evXoxbNgwCgoKAMjKyqJHjx60bduWPXv2sG7dOlJSUhg0aFCV6x45ciTnz59n06ZNfP/993z88cekpqaWK6NWq5k7dy5Hjx5l8eLFbNy4kZdeegkAV1dXhgwZwsKFC8vts3DhQgYOHIi7uztz587l559/Zvny5cTExLB06VLCw8Nv7B9LCCFsSRFCCCtZuHCh4uHhUWH7iBEjlH79+lmed+/eXbnjjjssz0tLSxVXV1dl2LBhlm1JSUkKoOzYsUNRFEV5++23lV69epU77vnz5xVAiYmJue54YmJiFEDZtWuXZdvx48cVQPnggw+u+t5WrFih+Pj4WJ7v3LlT0Wg0yoULFxRFUZSUlBRFq9Uqf/zxh6IoijJhwgSlR48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", 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" ] @@ -682,7 +682,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.11.3" }, "vscode": { "interpreter": { diff --git a/pvdeg_tutorials/tutorials/LETID - Accelerated Test.ipynb b/pvdeg_tutorials/tutorials/LETID - Accelerated Test.ipynb index 37d104d3..88994ad9 100644 --- a/pvdeg_tutorials/tutorials/LETID - Accelerated Test.ipynb +++ b/pvdeg_tutorials/tutorials/LETID - Accelerated Test.ipynb @@ -26,14 +26,6 @@ "\n" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Device parameters\n", - "To define a device, we need to define several important quantities about the device: wafer thickness (in $\\mu m$), rear surface recombination velocity (in cm/s), and cell area (in cm2)." - ] - }, { "cell_type": "code", "execution_count": 1, @@ -44,6 +36,14 @@ "# !pip install pvdeg==0.1.1" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Device parameters\n", + "To define a device, we need to define several important quantities about the device: wafer thickness (in $\\mu m$), rear surface recombination velocity (in cm/s), and cell area (in cm2). The values defined below are representative of a typical PERC solar cell." + ] + }, { "cell_type": "code", "execution_count": 1, diff --git a/pvdeg_tutorials/tutorials/LETID - Outdoor LETID.ipynb b/pvdeg_tutorials/tutorials/LETID - Outdoor LETID.ipynb index a3ace75f..9652e6f9 100644 --- a/pvdeg_tutorials/tutorials/LETID - Outdoor LETID.ipynb +++ b/pvdeg_tutorials/tutorials/LETID - Outdoor LETID.ipynb @@ -69,9 +69,8 @@ "source": [ "# load weather and location data, use pvlib read_psm3 function with map_variables = True\n", "\n", - "sam_file = r'example data\\psm3.csv'\n", - "weather, meta = pvlib.iotools.read_psm3(sam_file, map_variables = True)\n", - "#weather, meta = pvlib.iotools.read_psm3(sam_file)" + "sam_file = 'psm3.csv'\n", + "weather, meta = pvlib.iotools.read_psm3(os.path.join(DATA_DIR, sam_file), map_variables = True)" ] }, { @@ -322,8 +321,8 @@ "" ], "text/plain": [ - " Year Month Day Hour Minute dni dhi ghi \n", - "1999-01-01 00:30:00-07:00 1999 1 1 0 30 0.0 0.0 0.0 \\\n", + " Year Month Day Hour Minute dni dhi ghi \\\n", + "1999-01-01 00:30:00-07:00 1999 1 1 0 30 0.0 0.0 0.0 \n", "1999-01-01 01:30:00-07:00 1999 1 1 1 30 0.0 0.0 0.0 \n", "1999-01-01 02:30:00-07:00 1999 1 1 2 30 0.0 0.0 0.0 \n", "1999-01-01 03:30:00-07:00 1999 1 1 3 30 0.0 0.0 0.0 \n", @@ -335,8 +334,8 @@ "1999-12-31 22:30:00-07:00 1999 12 31 22 30 0.0 0.0 0.0 \n", "1999-12-31 23:30:00-07:00 1999 12 31 23 30 0.0 0.0 0.0 \n", "\n", - " temp_air Dew Point wind_speed relative_humidity \n", - "1999-01-01 00:30:00-07:00 0.0 -5.0 1.8 79.39 \\\n", + " temp_air Dew Point wind_speed relative_humidity \\\n", + "1999-01-01 00:30:00-07:00 0.0 -5.0 1.8 79.39 \n", "1999-01-01 01:30:00-07:00 0.0 -4.0 1.7 80.84 \n", "1999-01-01 02:30:00-07:00 0.0 -4.0 1.5 82.98 \n", "1999-01-01 03:30:00-07:00 0.0 -4.0 1.3 85.01 \n", @@ -547,8 +546,8 @@ "" ], "text/plain": [ - " ghi dni dhi temp_air wind_speed \n", - "1999-01-01 00:30:00-07:00 0.0 0.0 0.0 0.0 1.8 \\\n", + " ghi dni dhi temp_air wind_speed \\\n", + "1999-01-01 00:30:00-07:00 0.0 0.0 0.0 0.0 1.8 \n", "1999-01-01 01:30:00-07:00 0.0 0.0 0.0 0.0 1.7 \n", "1999-01-01 02:30:00-07:00 0.0 0.0 0.0 0.0 1.5 \n", "1999-01-01 03:30:00-07:00 0.0 0.0 0.0 0.0 1.3 \n", @@ -676,12 +675,13 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "ee = mc.results.effective_irradiance\n", - "injection = (mc.results.dc['i_sc']-mc.results.dc['i_mp'])/(mc.results.dc['i_sc'])*(ee/1000)\n", + "#injection = (mc.results.dc['i_sc']-mc.results.dc['i_mp'])/(mc.results.dc['i_sc'])*(ee/1000)\n", + "injection = letid.calc_injection_outdoors(mc.results)\n", "temperature = mc.results.cell_temperature\n", "\n", "timesteps = pd.DataFrame({'Temperature':temperature, 'Injection':injection}) # create a DataFrame with cell temperature and injection\n", @@ -691,7 +691,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -702,7 +702,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -769,38 +769,38 @@ " ...\n", " \n", " \n", - " 4344\n", + " 4296\n", " 1999-12-31 12:30:00-07:00\n", " 9.515577\n", " 0.001151\n", " \n", " \n", - " 4345\n", + " 4297\n", " 1999-12-31 13:30:00-07:00\n", " 28.119796\n", " 0.044499\n", " \n", " \n", - " 4346\n", + " 4298\n", " 1999-12-31 14:30:00-07:00\n", " 23.314672\n", " 0.035130\n", " \n", " \n", - " 4347\n", + " 4299\n", " 1999-12-31 15:30:00-07:00\n", " 17.890528\n", " 0.027891\n", " \n", " \n", - " 4348\n", + " 4300\n", " 1999-12-31 16:30:00-07:00\n", " 4.552365\n", " 0.001188\n", " \n", " \n", "\n", - "

4349 rows × 3 columns

\n", + "

4301 rows × 3 columns

\n", "" ], "text/plain": [ @@ -811,16 +811,16 @@ "3 1999-01-01 11:30:00-07:00 17.457240 0.043201\n", "4 1999-01-01 12:30:00-07:00 6.392783 0.007124\n", "... ... ... ...\n", - "4344 1999-12-31 12:30:00-07:00 9.515577 0.001151\n", - "4345 1999-12-31 13:30:00-07:00 28.119796 0.044499\n", - "4346 1999-12-31 14:30:00-07:00 23.314672 0.035130\n", - "4347 1999-12-31 15:30:00-07:00 17.890528 0.027891\n", - "4348 1999-12-31 16:30:00-07:00 4.552365 0.001188\n", + "4296 1999-12-31 12:30:00-07:00 9.515577 0.001151\n", + "4297 1999-12-31 13:30:00-07:00 28.119796 0.044499\n", + "4298 1999-12-31 14:30:00-07:00 23.314672 0.035130\n", + "4299 1999-12-31 15:30:00-07:00 17.890528 0.027891\n", + "4300 1999-12-31 16:30:00-07:00 4.552365 0.001188\n", "\n", - "[4349 rows x 3 columns]" + "[4301 rows x 3 columns]" ] }, - "execution_count": 13, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -839,7 +839,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -858,7 +858,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -879,7 +879,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -899,7 +899,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -926,7 +926,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -991,7 +991,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -1006,7 +1006,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -1055,11 +1055,11 @@ " 0.000000\n", " 0.000000e+00\n", " 115.000000\n", - " 38.681200\n", - " 0.664464\n", - " 9.399532\n", - " 0.840659\n", - " 5.250459\n", + " 41.593861\n", + " 0.666329\n", + " 10.107308\n", + " 0.840987\n", + " 5.663874\n", " 1.000000\n", " \n", " \n", @@ -1067,15 +1067,15 @@ " 1999-01-01 09:30:00-07:00\n", " 12.378439\n", " 0.031607\n", - " 99.997718\n", - " 0.002282\n", + " 99.997546\n", + " 0.002454\n", " 0.000000e+00\n", - " 114.997138\n", - " 38.681191\n", - " 0.664463\n", - " 9.399529\n", - " 0.840659\n", - " 5.250454\n", + " 114.996922\n", + " 41.593851\n", + " 0.666329\n", + " 10.107306\n", + " 0.840987\n", + " 5.663867\n", " 0.999999\n", " \n", " \n", @@ -1083,31 +1083,31 @@ " 1999-01-01 10:30:00-07:00\n", " 16.595081\n", " 0.044220\n", - " 99.992515\n", - " 0.007485\n", - " 5.176918e-09\n", - " 114.990611\n", - " 38.681171\n", - " 0.664462\n", - " 9.399525\n", - " 0.840659\n", - " 5.250441\n", - " 0.999997\n", + " 99.991952\n", + " 0.008048\n", + " 6.073443e-09\n", + " 114.989904\n", + " 41.593829\n", + " 0.666327\n", + " 10.107301\n", + " 0.840987\n", + " 5.663853\n", + " 0.999996\n", " \n", " \n", " 3\n", " 1999-01-01 11:30:00-07:00\n", " 17.457240\n", " 0.043201\n", - " 99.986912\n", - " 0.013088\n", - " 2.348994e-08\n", - " 114.983583\n", - " 38.681149\n", - " 0.664461\n", - " 9.399519\n", - " 0.840658\n", - " 5.250427\n", + " 99.985928\n", + " 0.014072\n", + " 2.755674e-08\n", + " 114.982349\n", + " 41.593806\n", + " 0.666326\n", + " 10.107295\n", + " 0.840986\n", + " 5.663837\n", " 0.999994\n", " \n", " \n", @@ -1115,16 +1115,16 @@ " 1999-01-01 12:30:00-07:00\n", " 6.392783\n", " 0.007124\n", - " 99.986665\n", - " 0.013335\n", - " 2.441968e-08\n", - " 114.983274\n", - " 38.681148\n", - " 0.664461\n", - " 9.399519\n", - " 0.840658\n", - " 5.250427\n", - " 0.999994\n", + " 99.985663\n", + " 0.014337\n", + " 2.864736e-08\n", + " 114.982017\n", + " 41.593805\n", + " 0.666326\n", + " 10.107295\n", + " 0.840986\n", + " 5.663836\n", + " 0.999993\n", " \n", " \n", " ...\n", @@ -1143,134 +1143,134 @@ " ...\n", " \n", " \n", - " 4344\n", + " 4296\n", " 1999-12-31 12:30:00-07:00\n", " 9.515577\n", " 0.001151\n", - " 40.213399\n", - " 56.006705\n", - " 3.779897e+00\n", - " 71.385021\n", - " 38.467729\n", - " 0.654732\n", - " 9.347658\n", - " 0.838922\n", - " 5.134380\n", - " 0.977891\n", + " 42.030312\n", + " 53.765479\n", + " 4.204209e+00\n", + " 72.485121\n", + " 41.388750\n", + " 0.656931\n", + " 10.057466\n", + " 0.839318\n", + " 5.545421\n", + " 0.979086\n", " \n", " \n", - " 4345\n", + " 4297\n", " 1999-12-31 13:30:00-07:00\n", " 28.119796\n", " 0.044499\n", - " 40.214115\n", - " 56.005685\n", - " 3.780200e+00\n", - " 71.385514\n", - " 38.467733\n", - " 0.654732\n", - " 9.347659\n", - " 0.838922\n", - " 5.134381\n", - " 0.977892\n", + " 42.030968\n", + " 53.764500\n", + " 4.204532e+00\n", + " 72.485609\n", + " 41.388754\n", + " 0.656931\n", + " 10.057467\n", + " 0.839318\n", + " 5.545423\n", + " 0.979087\n", " \n", " \n", - " 4346\n", + " 4298\n", " 1999-12-31 14:30:00-07:00\n", " 23.314672\n", " 0.035130\n", - " 40.219646\n", - " 56.000021\n", - " 3.780333e+00\n", - " 71.388252\n", - " 38.467754\n", - " 0.654733\n", - " 9.347664\n", - " 0.838922\n", - " 5.134392\n", - " 0.977894\n", + " 42.037048\n", + " 53.758278\n", + " 4.204673e+00\n", + " 72.488710\n", + " 41.388777\n", + " 0.656932\n", + " 10.057473\n", + " 0.839318\n", + " 5.545435\n", + " 0.979089\n", " \n", " \n", - " 4347\n", + " 4299\n", " 1999-12-31 15:30:00-07:00\n", " 17.890528\n", " 0.027891\n", - " 40.230978\n", - " 55.988636\n", - " 3.780386e+00\n", - " 71.393756\n", - " 38.467796\n", - " 0.654735\n", - " 9.347674\n", - " 0.838922\n", - " 5.134412\n", - " 0.977898\n", + " 42.049612\n", + " 53.745658\n", + " 4.204730e+00\n", + " 72.495002\n", + " 41.388824\n", + " 0.656933\n", + " 10.057484\n", + " 0.839318\n", + " 5.545459\n", + " 0.979093\n", " \n", " \n", - " 4348\n", + " 4300\n", " 1999-12-31 16:30:00-07:00\n", " 4.552365\n", " 0.001188\n", - " 40.231492\n", - " 55.988122\n", - " 3.780386e+00\n", - " 71.394005\n", - " 38.467798\n", - " 0.654735\n", - " 9.347675\n", - " 0.838922\n", - " 5.134413\n", - " 0.977898\n", + " 42.050184\n", + " 53.745086\n", + " 4.204730e+00\n", + " 72.495287\n", + " 41.388826\n", + " 0.656934\n", + " 10.057485\n", + " 0.839318\n", + " 5.545460\n", + " 0.979093\n", " \n", " \n", "\n", - "

4349 rows × 13 columns

\n", + "

4301 rows × 13 columns

\n", "" ], "text/plain": [ - " Datetime Temperature Injection NA NB \n", - "0 1999-01-01 08:30:00-07:00 3.348774 0.006239 100.000000 0.000000 \\\n", - "1 1999-01-01 09:30:00-07:00 12.378439 0.031607 99.997718 0.002282 \n", - "2 1999-01-01 10:30:00-07:00 16.595081 0.044220 99.992515 0.007485 \n", - "3 1999-01-01 11:30:00-07:00 17.457240 0.043201 99.986912 0.013088 \n", - "4 1999-01-01 12:30:00-07:00 6.392783 0.007124 99.986665 0.013335 \n", + " Datetime Temperature Injection NA NB \\\n", + "0 1999-01-01 08:30:00-07:00 3.348774 0.006239 100.000000 0.000000 \n", + "1 1999-01-01 09:30:00-07:00 12.378439 0.031607 99.997546 0.002454 \n", + "2 1999-01-01 10:30:00-07:00 16.595081 0.044220 99.991952 0.008048 \n", + "3 1999-01-01 11:30:00-07:00 17.457240 0.043201 99.985928 0.014072 \n", + "4 1999-01-01 12:30:00-07:00 6.392783 0.007124 99.985663 0.014337 \n", "... ... ... ... ... ... \n", - "4344 1999-12-31 12:30:00-07:00 9.515577 0.001151 40.213399 56.006705 \n", - "4345 1999-12-31 13:30:00-07:00 28.119796 0.044499 40.214115 56.005685 \n", - "4346 1999-12-31 14:30:00-07:00 23.314672 0.035130 40.219646 56.000021 \n", - "4347 1999-12-31 15:30:00-07:00 17.890528 0.027891 40.230978 55.988636 \n", - "4348 1999-12-31 16:30:00-07:00 4.552365 0.001188 40.231492 55.988122 \n", + "4296 1999-12-31 12:30:00-07:00 9.515577 0.001151 42.030312 53.765479 \n", + "4297 1999-12-31 13:30:00-07:00 28.119796 0.044499 42.030968 53.764500 \n", + "4298 1999-12-31 14:30:00-07:00 23.314672 0.035130 42.037048 53.758278 \n", + "4299 1999-12-31 15:30:00-07:00 17.890528 0.027891 42.049612 53.745658 \n", + "4300 1999-12-31 16:30:00-07:00 4.552365 0.001188 42.050184 53.745086 \n", "\n", - " NC tau Jsc Voc Isc FF \n", - "0 0.000000e+00 115.000000 38.681200 0.664464 9.399532 0.840659 \\\n", - "1 0.000000e+00 114.997138 38.681191 0.664463 9.399529 0.840659 \n", - "2 5.176918e-09 114.990611 38.681171 0.664462 9.399525 0.840659 \n", - "3 2.348994e-08 114.983583 38.681149 0.664461 9.399519 0.840658 \n", - "4 2.441968e-08 114.983274 38.681148 0.664461 9.399519 0.840658 \n", - "... ... ... ... ... ... ... \n", - "4344 3.779897e+00 71.385021 38.467729 0.654732 9.347658 0.838922 \n", - "4345 3.780200e+00 71.385514 38.467733 0.654732 9.347659 0.838922 \n", - "4346 3.780333e+00 71.388252 38.467754 0.654733 9.347664 0.838922 \n", - "4347 3.780386e+00 71.393756 38.467796 0.654735 9.347674 0.838922 \n", - "4348 3.780386e+00 71.394005 38.467798 0.654735 9.347675 0.838922 \n", + " NC tau Jsc Voc Isc FF \\\n", + "0 0.000000e+00 115.000000 41.593861 0.666329 10.107308 0.840987 \n", + "1 0.000000e+00 114.996922 41.593851 0.666329 10.107306 0.840987 \n", + "2 6.073443e-09 114.989904 41.593829 0.666327 10.107301 0.840987 \n", + "3 2.755674e-08 114.982349 41.593806 0.666326 10.107295 0.840986 \n", + "4 2.864736e-08 114.982017 41.593805 0.666326 10.107295 0.840986 \n", + "... ... ... ... ... ... ... \n", + "4296 4.204209e+00 72.485121 41.388750 0.656931 10.057466 0.839318 \n", + "4297 4.204532e+00 72.485609 41.388754 0.656931 10.057467 0.839318 \n", + "4298 4.204673e+00 72.488710 41.388777 0.656932 10.057473 0.839318 \n", + "4299 4.204730e+00 72.495002 41.388824 0.656933 10.057484 0.839318 \n", + "4300 4.204730e+00 72.495287 41.388826 0.656934 10.057485 0.839318 \n", "\n", " Pmp Pmp_norm \n", - "0 5.250459 1.000000 \n", - "1 5.250454 0.999999 \n", - "2 5.250441 0.999997 \n", - "3 5.250427 0.999994 \n", - "4 5.250427 0.999994 \n", + "0 5.663874 1.000000 \n", + "1 5.663867 0.999999 \n", + "2 5.663853 0.999996 \n", + "3 5.663837 0.999994 \n", + "4 5.663836 0.999993 \n", "... ... ... \n", - "4344 5.134380 0.977891 \n", - "4345 5.134381 0.977892 \n", - "4346 5.134392 0.977894 \n", - "4347 5.134412 0.977898 \n", - "4348 5.134413 0.977898 \n", + "4296 5.545421 0.979086 \n", + "4297 5.545423 0.979087 \n", + "4298 5.545435 0.979089 \n", + "4299 5.545459 0.979093 \n", + "4300 5.545460 0.979093 \n", "\n", - "[4349 rows x 13 columns]" + "[4301 rows x 13 columns]" ] }, - "execution_count": 20, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -1297,12 +1297,12 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 20, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -1350,7 +1350,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -1395,80 +1395,80 @@ " 1999-01-01 00:30:00-07:00\n", " 0.0\n", " NaN\n", - " 100.0\n", + " 100.000000\n", " 0.000000e+00\n", " 0.000000e+00\n", - " 115.0\n", - " 38.6812\n", - " 0.664464\n", - " 9.244807\n", - " 0.840659\n", - " 5.164032\n", - " 1.0\n", + " 115.000000\n", + " 41.593861\n", + " 0.666329\n", + " 10.107308\n", + " 0.840987\n", + " 5.663874\n", + " 1.000000\n", " \n", " \n", " 1\n", " 1999-01-01 01:30:00-07:00\n", " 0.0\n", " NaN\n", - " 100.0\n", + " 100.000000\n", " 1.702422e-15\n", " 0.000000e+00\n", - " 115.0\n", - " 38.6812\n", - " 0.664464\n", - " 9.244807\n", - " 0.840659\n", - " 5.164032\n", - " 1.0\n", + " 115.000000\n", + " 41.593861\n", + " 0.666329\n", + " 10.107308\n", + " 0.840987\n", + " 5.663874\n", + " 1.000000\n", " \n", " \n", " 2\n", " 1999-01-01 02:30:00-07:00\n", " 0.0\n", " NaN\n", - " 100.0\n", + " 100.000000\n", " 3.404843e-15\n", " 5.403329e-36\n", - " 115.0\n", - " 38.6812\n", - " 0.664464\n", - " 9.244807\n", - " 0.840659\n", - " 5.164032\n", - " 1.0\n", + " 115.000000\n", + " 41.593861\n", + " 0.666329\n", + " 10.107308\n", + " 0.840987\n", + " 5.663874\n", + " 1.000000\n", " \n", " \n", " 3\n", " 1999-01-01 03:30:00-07:00\n", " 0.0\n", " NaN\n", - " 100.0\n", + " 100.000000\n", " 5.107265e-15\n", " 1.620999e-35\n", - " 115.0\n", - " 38.6812\n", - " 0.664464\n", - " 9.244807\n", - " 0.840659\n", - " 5.164032\n", - " 1.0\n", + " 115.000000\n", + " 41.593861\n", + " 0.666329\n", + " 10.107308\n", + " 0.840987\n", + " 5.663874\n", + " 1.000000\n", " \n", " \n", " 4\n", " 1999-01-01 04:30:00-07:00\n", " 0.0\n", " NaN\n", - " 100.0\n", + " 100.000000\n", " 6.809686e-15\n", " 3.241997e-35\n", - " 115.0\n", - " 38.6812\n", - " 0.664464\n", - " 9.244807\n", - " 0.840659\n", - " 5.164032\n", - " 1.0\n", + " 115.000000\n", + " 41.593861\n", + " 0.666329\n", + " 10.107308\n", + " 0.840987\n", + " 5.663874\n", + " 1.000000\n", " \n", " \n", " ...\n", @@ -1491,80 +1491,80 @@ " 1999-12-31 19:30:00-07:00\n", " 0.0\n", " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " 0.000000\n", - " NaN\n", - " 0.328504\n", - " NaN\n", - " NaN\n", + " 27.832909\n", + " 6.778494e+01\n", + " 4.382156e+00\n", + " 66.112015\n", + " 41.336694\n", + " 0.654976\n", + " 10.044817\n", + " 0.838966\n", + " 5.519653\n", + " 0.974537\n", " \n", " \n", " 8756\n", " 1999-12-31 20:30:00-07:00\n", " 0.0\n", " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " 0.000000\n", - " NaN\n", - " 0.328504\n", - " NaN\n", - " NaN\n", + " 27.832909\n", + " 6.778494e+01\n", + " 4.382156e+00\n", + " 66.112015\n", + " 41.336694\n", + " 0.654976\n", + " 10.044817\n", + " 0.838966\n", + " 5.519653\n", + " 0.974537\n", " \n", " \n", " 8757\n", " 1999-12-31 21:30:00-07:00\n", " 0.0\n", " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " 0.000000\n", - " NaN\n", - " 0.328504\n", - " NaN\n", - " NaN\n", + " 27.832909\n", + " 6.778494e+01\n", + " 4.382156e+00\n", + " 66.112015\n", + " 41.336694\n", + " 0.654976\n", + " 10.044817\n", + " 0.838966\n", + " 5.519653\n", + " 0.974537\n", " \n", " \n", " 8758\n", " 1999-12-31 22:30:00-07:00\n", " 0.0\n", " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " 0.000000\n", - " NaN\n", - " 0.328504\n", - " NaN\n", - " NaN\n", + " 27.832909\n", + " 6.778494e+01\n", + " 4.382156e+00\n", + " 66.112015\n", + " 41.336694\n", + " 0.654976\n", + " 10.044817\n", + " 0.838966\n", + " 5.519653\n", + " 0.974537\n", " \n", " \n", " 8759\n", " 1999-12-31 23:30:00-07:00\n", " 0.0\n", " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " NaN\n", - " 0.000000\n", - " NaN\n", - " 0.328504\n", - " NaN\n", - " NaN\n", + " 27.832909\n", + " 6.778494e+01\n", + " 4.382156e+00\n", + " 66.112015\n", + " 41.336694\n", + " 0.654976\n", + " 10.044817\n", + " 0.838966\n", + " 5.519653\n", + " 0.974537\n", " \n", " \n", "\n", @@ -1572,49 +1572,49 @@ "" ], "text/plain": [ - " Datetime Temperature Injection NA NB \n", - "0 1999-01-01 00:30:00-07:00 0.0 NaN 100.0 0.000000e+00 \\\n", - "1 1999-01-01 01:30:00-07:00 0.0 NaN 100.0 1.702422e-15 \n", - "2 1999-01-01 02:30:00-07:00 0.0 NaN 100.0 3.404843e-15 \n", - "3 1999-01-01 03:30:00-07:00 0.0 NaN 100.0 5.107265e-15 \n", - "4 1999-01-01 04:30:00-07:00 0.0 NaN 100.0 6.809686e-15 \n", - "... ... ... ... ... ... \n", - "8755 1999-12-31 19:30:00-07:00 0.0 NaN NaN NaN \n", - "8756 1999-12-31 20:30:00-07:00 0.0 NaN NaN NaN \n", - "8757 1999-12-31 21:30:00-07:00 0.0 NaN NaN NaN \n", - "8758 1999-12-31 22:30:00-07:00 0.0 NaN NaN NaN \n", - "8759 1999-12-31 23:30:00-07:00 0.0 NaN NaN NaN \n", + " Datetime Temperature Injection NA \\\n", + "0 1999-01-01 00:30:00-07:00 0.0 NaN 100.000000 \n", + "1 1999-01-01 01:30:00-07:00 0.0 NaN 100.000000 \n", + "2 1999-01-01 02:30:00-07:00 0.0 NaN 100.000000 \n", + "3 1999-01-01 03:30:00-07:00 0.0 NaN 100.000000 \n", + "4 1999-01-01 04:30:00-07:00 0.0 NaN 100.000000 \n", + "... ... ... ... ... \n", + "8755 1999-12-31 19:30:00-07:00 0.0 NaN 27.832909 \n", + "8756 1999-12-31 20:30:00-07:00 0.0 NaN 27.832909 \n", + "8757 1999-12-31 21:30:00-07:00 0.0 NaN 27.832909 \n", + "8758 1999-12-31 22:30:00-07:00 0.0 NaN 27.832909 \n", + "8759 1999-12-31 23:30:00-07:00 0.0 NaN 27.832909 \n", "\n", - " NC tau Jsc Voc Isc FF Pmp \n", - "0 0.000000e+00 115.0 38.6812 0.664464 9.244807 0.840659 5.164032 \\\n", - "1 0.000000e+00 115.0 38.6812 0.664464 9.244807 0.840659 5.164032 \n", - "2 5.403329e-36 115.0 38.6812 0.664464 9.244807 0.840659 5.164032 \n", - "3 1.620999e-35 115.0 38.6812 0.664464 9.244807 0.840659 5.164032 \n", - "4 3.241997e-35 115.0 38.6812 0.664464 9.244807 0.840659 5.164032 \n", - "... ... ... ... ... ... ... ... \n", - "8755 NaN NaN NaN 0.000000 NaN 0.328504 NaN \n", - "8756 NaN NaN NaN 0.000000 NaN 0.328504 NaN \n", - "8757 NaN NaN NaN 0.000000 NaN 0.328504 NaN \n", - "8758 NaN NaN NaN 0.000000 NaN 0.328504 NaN \n", - "8759 NaN NaN NaN 0.000000 NaN 0.328504 NaN \n", + " NB NC tau Jsc Voc Isc \\\n", + "0 0.000000e+00 0.000000e+00 115.000000 41.593861 0.666329 10.107308 \n", + "1 1.702422e-15 0.000000e+00 115.000000 41.593861 0.666329 10.107308 \n", + "2 3.404843e-15 5.403329e-36 115.000000 41.593861 0.666329 10.107308 \n", + "3 5.107265e-15 1.620999e-35 115.000000 41.593861 0.666329 10.107308 \n", + "4 6.809686e-15 3.241997e-35 115.000000 41.593861 0.666329 10.107308 \n", + "... ... ... ... ... ... ... \n", + "8755 6.778494e+01 4.382156e+00 66.112015 41.336694 0.654976 10.044817 \n", + "8756 6.778494e+01 4.382156e+00 66.112015 41.336694 0.654976 10.044817 \n", + "8757 6.778494e+01 4.382156e+00 66.112015 41.336694 0.654976 10.044817 \n", + "8758 6.778494e+01 4.382156e+00 66.112015 41.336694 0.654976 10.044817 \n", + "8759 6.778494e+01 4.382156e+00 66.112015 41.336694 0.654976 10.044817 \n", "\n", - " Pmp_norm \n", - "0 1.0 \n", - "1 1.0 \n", - "2 1.0 \n", - "3 1.0 \n", - "4 1.0 \n", - "... ... \n", - "8755 NaN \n", - "8756 NaN \n", - "8757 NaN \n", - "8758 NaN \n", - "8759 NaN \n", + " FF Pmp Pmp_norm \n", + "0 0.840987 5.663874 1.000000 \n", + "1 0.840987 5.663874 1.000000 \n", + "2 0.840987 5.663874 1.000000 \n", + "3 0.840987 5.663874 1.000000 \n", + "4 0.840987 5.663874 1.000000 \n", + "... ... ... ... \n", + "8755 0.838966 5.519653 0.974537 \n", + "8756 0.838966 5.519653 0.974537 \n", + "8757 0.838966 5.519653 0.974537 \n", + "8758 0.838966 5.519653 0.974537 \n", + "8759 0.838966 5.519653 0.974537 \n", "\n", "[8760 rows x 13 columns]" ] }, - "execution_count": 22, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -1627,6 +1627,13 @@ "\n", "letid.calc_letid_outdoors(tau_0, tau_deg,wafer_thickness, s_rear, nA_0, nB_0, nC_0, weather, meta, mechanism_params, generation_df, module_parameters = cec_module)" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -1645,7 +1652,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.11.3" }, "vscode": { "interpreter": { diff --git a/pvdeg_tutorials/tutorials/LETID - Outdoor Scenario Based on Accelerated Test Result.ipynb b/pvdeg_tutorials/tutorials/LETID - Outdoor Scenario Based on Accelerated Test Result.ipynb index a1d3a3e3..533eb990 100644 --- a/pvdeg_tutorials/tutorials/LETID - Outdoor Scenario Based on Accelerated Test Result.ipynb +++ b/pvdeg_tutorials/tutorials/LETID - Outdoor Scenario Based on Accelerated Test Result.ipynb @@ -72,7 +72,7 @@ "metadata": {}, "outputs": [], "source": [ - "cell_area = 243" + "cell_area = 243 # cm^2" ] }, { @@ -198,7 +198,7 @@ } ], "source": [ - "df = pd.read_csv('example data/module test data.csv')\n", + "df = pd.read_csv(os.path.join(DATA_DIR, 'module test data.csv'))\n", "df['cell Voc'] = df['Voc']/48\n", "df['Jsc'] = df['Isc']/cell_area*1000\n", "df['% degradation'] = (df['Pmp']-df['Pmp'].iloc[0])/df['Pmp']*100\n", @@ -250,7 +250,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -271,7 +271,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -280,7 +280,7 @@ "(235.89622533600513, 236.7)" ] }, - "execution_count": 8, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -303,7 +303,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -312,7 +312,7 @@ "0.6538686361228122" ] }, - "execution_count": 9, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -329,7 +329,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -338,7 +338,7 @@ "(224.09272908700694, 224.8)" ] }, - "execution_count": 10, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -354,7 +354,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -363,7 +363,7 @@ "0.050036816961295416" ] }, - "execution_count": 11, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -385,19 +385,19 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "# load weather and location data, use pvlib read_psm3 function\n", "\n", - "sam_file = r'example data\\psm3.csv'\n", - "weather, meta = pvlib.iotools.read_psm3(sam_file, map_variables = True)\n" + "sam_file = 'psm3.csv'\n", + "weather, meta = pvlib.iotools.read_psm3(os.path.join(DATA_DIR,sam_file), map_variables = True)\n" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -643,8 +643,8 @@ "" ], "text/plain": [ - " Year Month Day Hour Minute dni dhi ghi \n", - "1999-01-01 00:30:00-07:00 1999 1 1 0 30 0.0 0.0 0.0 \\\n", + " Year Month Day Hour Minute dni dhi ghi \\\n", + "1999-01-01 00:30:00-07:00 1999 1 1 0 30 0.0 0.0 0.0 \n", "1999-01-01 01:30:00-07:00 1999 1 1 1 30 0.0 0.0 0.0 \n", "1999-01-01 02:30:00-07:00 1999 1 1 2 30 0.0 0.0 0.0 \n", "1999-01-01 03:30:00-07:00 1999 1 1 3 30 0.0 0.0 0.0 \n", @@ -656,8 +656,8 @@ "1999-12-31 22:30:00-07:00 1999 12 31 22 30 0.0 0.0 0.0 \n", "1999-12-31 23:30:00-07:00 1999 12 31 23 30 0.0 0.0 0.0 \n", "\n", - " temp_air Dew Point wind_speed relative_humidity \n", - "1999-01-01 00:30:00-07:00 0.0 -5.0 1.8 79.39 \\\n", + " temp_air Dew Point wind_speed relative_humidity \\\n", + "1999-01-01 00:30:00-07:00 0.0 -5.0 1.8 79.39 \n", "1999-01-01 01:30:00-07:00 0.0 -4.0 1.7 80.84 \n", "1999-01-01 02:30:00-07:00 0.0 -4.0 1.5 82.98 \n", "1999-01-01 03:30:00-07:00 0.0 -4.0 1.3 85.01 \n", @@ -685,7 +685,7 @@ "[8760 rows x 15 columns]" ] }, - "execution_count": 15, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -696,7 +696,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -707,7 +707,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -717,7 +717,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -867,8 +867,8 @@ "" ], "text/plain": [ - " ghi dni dhi temp_air wind_speed \n", - "1999-01-01 00:30:00-07:00 0.0 0.0 0.0 0.0 1.8 \\\n", + " ghi dni dhi temp_air wind_speed \\\n", + "1999-01-01 00:30:00-07:00 0.0 0.0 0.0 0.0 1.8 \n", "1999-01-01 01:30:00-07:00 0.0 0.0 0.0 0.0 1.7 \n", "1999-01-01 02:30:00-07:00 0.0 0.0 0.0 0.0 1.5 \n", "1999-01-01 03:30:00-07:00 0.0 0.0 0.0 0.0 1.3 \n", @@ -896,7 +896,7 @@ "[8760 rows x 7 columns]" ] }, - "execution_count": 20, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -915,7 +915,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -1185,8 +1185,8 @@ "" ], "text/plain": [ - " Technology Bifacial STC PTC \n", - "Gintech_Energy_GIN_M6_48_220 Mono-c-Si 0 220.48 194.5 \\\n", + " Technology Bifacial STC PTC \\\n", + "Gintech_Energy_GIN_M6_48_220 Mono-c-Si 0 220.48 194.5 \n", "Gintech_Energy_GIN_P6_48_220 Multi-c-Si 0 220.378 199.2 \n", "Gintech_Energy_GIN_M6_48_225 Mono-c-Si 0 225.844 199.1 \n", "LG_Electronics_Inc__LG230N8K_G4 Mono-c-Si 0 230.127 212.9 \n", @@ -1196,8 +1196,8 @@ "Prism_Solar_Technologies_Bi48_279BSTC Mono-c-Si 1 220.472 199.3 \n", "Prism_Solar_Technologies_Bi48_286BSTC Mono-c-Si 1 225.298 204.0 \n", "\n", - " A_c Length Width N_s I_sc_ref \n", - "Gintech_Energy_GIN_M6_48_220 1.313 1.324 0.992 48 9.31 \\\n", + " A_c Length Width N_s I_sc_ref \\\n", + "Gintech_Energy_GIN_M6_48_220 1.313 1.324 0.992 48 9.31 \n", "Gintech_Energy_GIN_P6_48_220 1.313 1.324 0.992 48 9.28 \n", "Gintech_Energy_GIN_M6_48_225 1.313 1.324 0.992 48 9.45 \n", "LG_Electronics_Inc__LG230N8K_G4 1.274 1.3 0.98 48 9.9 \n", @@ -1207,8 +1207,8 @@ "Prism_Solar_Technologies_Bi48_279BSTC 1.668 1.695 0.984 48 9.15 \n", "Prism_Solar_Technologies_Bi48_286BSTC 1.668 1.695 0.984 48 9.35 \n", "\n", - " V_oc_ref ... a_ref I_L_ref \n", - "Gintech_Energy_GIN_M6_48_220 31.3 ... 1.521151 9.3228 \\\n", + " V_oc_ref ... a_ref I_L_ref \\\n", + "Gintech_Energy_GIN_M6_48_220 31.3 ... 1.521151 9.3228 \n", "Gintech_Energy_GIN_P6_48_220 31.3 ... 1.379815 9.379174 \n", "Gintech_Energy_GIN_M6_48_225 31.5 ... 1.530596 9.461989 \n", "LG_Electronics_Inc__LG230N8K_G4 30.0 ... 1.110894 10.312051 \n", @@ -1218,8 +1218,8 @@ "Prism_Solar_Technologies_Bi48_279BSTC 31.0 ... 1.266369 9.15029 \n", "Prism_Solar_Technologies_Bi48_286BSTC 31.0 ... 1.266347 9.350275 \n", "\n", - " I_o_ref R_s R_sh_ref \n", - "Gintech_Energy_GIN_M6_48_220 0.0 0.106087 77.164063 \\\n", + " I_o_ref R_s R_sh_ref \\\n", + "Gintech_Energy_GIN_M6_48_220 0.0 0.106087 77.164063 \n", "Gintech_Energy_GIN_P6_48_220 0.0 0.254869 374.724518 \n", "Gintech_Energy_GIN_M6_48_225 0.0 0.100905 79.531746 \n", "LG_Electronics_Inc__LG230N8K_G4 0.0 0.307502 314.551514 \n", @@ -1229,8 +1229,8 @@ "Prism_Solar_Technologies_Bi48_279BSTC 0.0 0.210912 6628.005371 \n", "Prism_Solar_Technologies_Bi48_286BSTC 0.0 0.206403 7016.816406 \n", "\n", - " Adjust gamma_r BIPV \n", - "Gintech_Energy_GIN_M6_48_220 22.488531 -0.55 N \\\n", + " Adjust gamma_r BIPV \\\n", + "Gintech_Energy_GIN_M6_48_220 22.488531 -0.55 N \n", "Gintech_Energy_GIN_P6_48_220 8.824213 -0.49 N \n", "Gintech_Energy_GIN_M6_48_225 22.462965 -0.55 N \n", "LG_Electronics_Inc__LG230N8K_G4 2.112491 -0.38 N \n", @@ -1254,7 +1254,7 @@ "[9 rows x 25 columns]" ] }, - "execution_count": 21, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -1273,7 +1273,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -1283,7 +1283,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -1303,7 +1303,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -1326,7 +1326,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -1346,7 +1346,7 @@ " losses_model: no_extra_losses" ] }, - "execution_count": 27, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -1369,12 +1369,13 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "ee = mc.results.effective_irradiance\n", - "injection = (mc.results.dc['i_sc']-mc.results.dc['i_mp'])/(mc.results.dc['i_sc'])*(ee/1000)\n", + "#injection = (mc.results.dc['i_sc']-mc.results.dc['i_mp'])/(mc.results.dc['i_sc'])*(ee/1000)\n", + "injection = letid.calc_injection_outdoors(mc.results)\n", "temperature = mc.results.cell_temperature\n", "\n", "timesteps = pd.DataFrame({'Temperature':temperature, 'Injection':injection}) # create a DataFrame with cell temperature and injection\n", @@ -1397,7 +1398,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -1410,7 +1411,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 29, "metadata": {}, "outputs": [], "source": [ @@ -1429,7 +1430,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 30, "metadata": {}, "outputs": [ { @@ -1460,6 +1461,8 @@ " NB\n", " NC\n", " tau\n", + " Jsc\n", + " Voc\n", " \n", " \n", " \n", @@ -1472,6 +1475,8 @@ " 0.0\n", " 0.0\n", " 120.0\n", + " 41.454173\n", + " 0.661317\n", " \n", " \n", " 1\n", @@ -1482,6 +1487,8 @@ " NaN\n", " NaN\n", " NaN\n", + " NaN\n", + " 0.000000\n", " \n", " \n", " 2\n", @@ -1492,6 +1499,8 @@ " NaN\n", " NaN\n", " NaN\n", + " NaN\n", + " 0.000000\n", " \n", " \n", " 3\n", @@ -1502,6 +1511,8 @@ " NaN\n", " NaN\n", " NaN\n", + " NaN\n", + " 0.000000\n", " \n", " \n", " 4\n", @@ -1512,6 +1523,8 @@ " NaN\n", " NaN\n", " NaN\n", + " NaN\n", + " 0.000000\n", " \n", " \n", " ...\n", @@ -1522,6 +1535,8 @@ " ...\n", " ...\n", " ...\n", + " ...\n", + " ...\n", " \n", " \n", " 8755\n", @@ -1532,6 +1547,8 @@ " NaN\n", " NaN\n", " NaN\n", + " NaN\n", + " 0.000000\n", " \n", " \n", " 8756\n", @@ -1542,6 +1559,8 @@ " NaN\n", " NaN\n", " NaN\n", + " NaN\n", + " 0.000000\n", " \n", " \n", " 8757\n", @@ -1552,6 +1571,8 @@ " NaN\n", " NaN\n", " NaN\n", + " NaN\n", + " 0.000000\n", " \n", " \n", " 8758\n", @@ -1562,6 +1583,8 @@ " NaN\n", " NaN\n", " NaN\n", + " NaN\n", + " 0.000000\n", " \n", " \n", " 8759\n", @@ -1572,30 +1595,45 @@ " NaN\n", " NaN\n", " NaN\n", + " NaN\n", + " 0.000000\n", " \n", " \n", "\n", - "

8760 rows × 7 columns

\n", + "

8760 rows × 9 columns

\n", "" ], "text/plain": [ - " Datetime Temperature Injection NA NB NC tau\n", - "0 1999-01-01 00:30:00-07:00 0.0 NaN 100.0 0.0 0.0 120.0\n", - "1 1999-01-01 01:30:00-07:00 0.0 NaN NaN NaN NaN NaN\n", - "2 1999-01-01 02:30:00-07:00 0.0 NaN NaN NaN NaN NaN\n", - "3 1999-01-01 03:30:00-07:00 0.0 NaN NaN NaN NaN NaN\n", - "4 1999-01-01 04:30:00-07:00 0.0 NaN NaN NaN NaN NaN\n", - "... ... ... ... ... ... ... ...\n", - "8755 1999-12-31 19:30:00-07:00 0.0 NaN NaN NaN NaN NaN\n", - "8756 1999-12-31 20:30:00-07:00 0.0 NaN NaN NaN NaN NaN\n", - "8757 1999-12-31 21:30:00-07:00 0.0 NaN NaN NaN NaN NaN\n", - "8758 1999-12-31 22:30:00-07:00 0.0 NaN NaN NaN NaN NaN\n", - "8759 1999-12-31 23:30:00-07:00 0.0 NaN NaN NaN NaN NaN\n", + " Datetime Temperature Injection NA NB NC \\\n", + "0 1999-01-01 00:30:00-07:00 0.0 NaN 100.0 0.0 0.0 \n", + "1 1999-01-01 01:30:00-07:00 0.0 NaN NaN NaN NaN \n", + "2 1999-01-01 02:30:00-07:00 0.0 NaN NaN NaN NaN \n", + "3 1999-01-01 03:30:00-07:00 0.0 NaN NaN NaN NaN \n", + "4 1999-01-01 04:30:00-07:00 0.0 NaN NaN NaN NaN \n", + "... ... ... ... ... ... ... \n", + "8755 1999-12-31 19:30:00-07:00 0.0 NaN NaN NaN NaN \n", + "8756 1999-12-31 20:30:00-07:00 0.0 NaN NaN NaN NaN \n", + "8757 1999-12-31 21:30:00-07:00 0.0 NaN NaN NaN NaN \n", + "8758 1999-12-31 22:30:00-07:00 0.0 NaN NaN NaN NaN \n", + "8759 1999-12-31 23:30:00-07:00 0.0 NaN NaN NaN NaN \n", "\n", - "[8760 rows x 7 columns]" + " tau Jsc Voc \n", + "0 120.0 41.454173 0.661317 \n", + "1 NaN NaN 0.000000 \n", + "2 NaN NaN 0.000000 \n", + "3 NaN NaN 0.000000 \n", + "4 NaN NaN 0.000000 \n", + "... ... ... ... \n", + "8755 NaN NaN 0.000000 \n", + "8756 NaN NaN 0.000000 \n", + "8757 NaN NaN 0.000000 \n", + "8758 NaN NaN 0.000000 \n", + "8759 NaN NaN 0.000000 \n", + "\n", + "[8760 rows x 9 columns]" ] }, - "execution_count": 31, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" } @@ -1614,7 +1652,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -1661,7 +1699,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 32, "metadata": {}, "outputs": [], "source": [ @@ -1676,7 +1714,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 33, "metadata": {}, "outputs": [ { @@ -1725,11 +1763,11 @@ " 0.000000e+00\n", " 0.000000e+00\n", " 120.000000\n", - " 38.541512\n", - " 0.659445\n", - " 9.280796\n", - " 0.839768\n", - " 5.139526\n", + " 41.454173\n", + " 0.661317\n", + " 9.982165\n", + " 0.840102\n", + " 5.545822\n", " 1.000000\n", " \n", " \n", @@ -1741,11 +1779,11 @@ " 1.683090e-15\n", " 0.000000e+00\n", " 120.000000\n", - " 38.541512\n", - " 0.659445\n", - " 9.280796\n", - " 0.839768\n", - " 5.139526\n", + " 41.454173\n", + " 0.661317\n", + " 9.982165\n", + " 0.840102\n", + " 5.545822\n", " 1.000000\n", " \n", " \n", @@ -1757,11 +1795,11 @@ " 3.366181e-15\n", " 5.269266e-36\n", " 120.000000\n", - " 38.541512\n", - " 0.659445\n", - " 9.280796\n", - " 0.839768\n", - " 5.139526\n", + " 41.454173\n", + " 0.661317\n", + " 9.982165\n", + " 0.840102\n", + " 5.545822\n", " 1.000000\n", " \n", " \n", @@ -1773,11 +1811,11 @@ " 5.049271e-15\n", " 1.580780e-35\n", " 120.000000\n", - " 38.541512\n", - " 0.659445\n", - " 9.280796\n", - " 0.839768\n", - " 5.139526\n", + " 41.454173\n", + " 0.661317\n", + " 9.982165\n", + " 0.840102\n", + " 5.545822\n", " 1.000000\n", " \n", " \n", @@ -1789,11 +1827,11 @@ " 6.732362e-15\n", " 3.161560e-35\n", " 120.000000\n", - " 38.541512\n", - " 0.659445\n", - " 9.280796\n", - " 0.839768\n", - " 5.139526\n", + " 41.454173\n", + " 0.661317\n", + " 9.982165\n", + " 0.840102\n", + " 5.545822\n", " 1.000000\n", " \n", " \n", @@ -1817,80 +1855,80 @@ " 1999-12-31 19:30:00-07:00\n", " 0.0\n", " NaN\n", - " 31.835095\n", - " 6.509121e+01\n", - " 3.073695e+00\n", - " 90.534877\n", - " 38.435333\n", - " 0.654947\n", - " 9.255228\n", - " 0.838961\n", - " 5.085517\n", - " 0.989491\n", + " 30.469717\n", + " 6.606672e+01\n", + " 3.463559e+00\n", + " 90.202937\n", + " 41.346420\n", + " 0.656763\n", + " 9.956218\n", + " 0.839288\n", + " 5.487995\n", + " 0.989573\n", " \n", " \n", " 8756\n", " 1999-12-31 20:30:00-07:00\n", " 0.0\n", " NaN\n", - " 31.835095\n", - " 6.509121e+01\n", - " 3.073695e+00\n", - " 90.534877\n", - " 38.435333\n", - " 0.654947\n", - " 9.255228\n", - " 0.838961\n", - " 5.085517\n", - " 0.989491\n", + " 30.469717\n", + " 6.606672e+01\n", + " 3.463559e+00\n", + " 90.202937\n", + " 41.346420\n", + " 0.656763\n", + " 9.956218\n", + " 0.839288\n", + " 5.487995\n", + " 0.989573\n", " \n", " \n", " 8757\n", " 1999-12-31 21:30:00-07:00\n", " 0.0\n", " NaN\n", - " 31.835095\n", - " 6.509121e+01\n", - " 3.073695e+00\n", - " 90.534877\n", - " 38.435333\n", - " 0.654947\n", - " 9.255228\n", - " 0.838961\n", - " 5.085517\n", - " 0.989491\n", + " 30.469717\n", + " 6.606672e+01\n", + " 3.463559e+00\n", + " 90.202937\n", + " 41.346420\n", + " 0.656763\n", + " 9.956218\n", + " 0.839288\n", + " 5.487995\n", + " 0.989573\n", " \n", " \n", " 8758\n", " 1999-12-31 22:30:00-07:00\n", " 0.0\n", " NaN\n", - " 31.835095\n", - " 6.509121e+01\n", - " 3.073695e+00\n", - " 90.534877\n", - " 38.435333\n", - " 0.654947\n", - " 9.255228\n", - " 0.838961\n", - " 5.085517\n", - " 0.989491\n", + " 30.469717\n", + " 6.606672e+01\n", + " 3.463559e+00\n", + " 90.202937\n", + " 41.346420\n", + " 0.656763\n", + " 9.956218\n", + " 0.839288\n", + " 5.487995\n", + " 0.989573\n", " \n", " \n", " 8759\n", " 1999-12-31 23:30:00-07:00\n", " 0.0\n", " NaN\n", - " 31.835095\n", - " 6.509121e+01\n", - " 3.073695e+00\n", - " 90.534877\n", - " 38.435333\n", - " 0.654947\n", - " 9.255228\n", - " 0.838961\n", - " 5.085517\n", - " 0.989491\n", + " 30.469717\n", + " 6.606672e+01\n", + " 3.463559e+00\n", + " 90.202937\n", + " 41.346420\n", + " 0.656763\n", + " 9.956218\n", + " 0.839288\n", + " 5.487995\n", + " 0.989573\n", " \n", " \n", "\n", @@ -1898,49 +1936,49 @@ "" ], "text/plain": [ - " Datetime Temperature Injection NA \n", - "0 1999-01-01 00:30:00-07:00 0.0 NaN 100.000000 \\\n", + " Datetime Temperature Injection NA \\\n", + "0 1999-01-01 00:30:00-07:00 0.0 NaN 100.000000 \n", "1 1999-01-01 01:30:00-07:00 0.0 NaN 100.000000 \n", "2 1999-01-01 02:30:00-07:00 0.0 NaN 100.000000 \n", "3 1999-01-01 03:30:00-07:00 0.0 NaN 100.000000 \n", "4 1999-01-01 04:30:00-07:00 0.0 NaN 100.000000 \n", "... ... ... ... ... \n", - "8755 1999-12-31 19:30:00-07:00 0.0 NaN 31.835095 \n", - "8756 1999-12-31 20:30:00-07:00 0.0 NaN 31.835095 \n", - "8757 1999-12-31 21:30:00-07:00 0.0 NaN 31.835095 \n", - "8758 1999-12-31 22:30:00-07:00 0.0 NaN 31.835095 \n", - "8759 1999-12-31 23:30:00-07:00 0.0 NaN 31.835095 \n", + "8755 1999-12-31 19:30:00-07:00 0.0 NaN 30.469717 \n", + "8756 1999-12-31 20:30:00-07:00 0.0 NaN 30.469717 \n", + "8757 1999-12-31 21:30:00-07:00 0.0 NaN 30.469717 \n", + "8758 1999-12-31 22:30:00-07:00 0.0 NaN 30.469717 \n", + "8759 1999-12-31 23:30:00-07:00 0.0 NaN 30.469717 \n", "\n", - " NB NC tau Jsc Voc Isc \n", - "0 0.000000e+00 0.000000e+00 120.000000 38.541512 0.659445 9.280796 \\\n", - "1 1.683090e-15 0.000000e+00 120.000000 38.541512 0.659445 9.280796 \n", - "2 3.366181e-15 5.269266e-36 120.000000 38.541512 0.659445 9.280796 \n", - "3 5.049271e-15 1.580780e-35 120.000000 38.541512 0.659445 9.280796 \n", - "4 6.732362e-15 3.161560e-35 120.000000 38.541512 0.659445 9.280796 \n", + " NB NC tau Jsc Voc Isc \\\n", + "0 0.000000e+00 0.000000e+00 120.000000 41.454173 0.661317 9.982165 \n", + "1 1.683090e-15 0.000000e+00 120.000000 41.454173 0.661317 9.982165 \n", + "2 3.366181e-15 5.269266e-36 120.000000 41.454173 0.661317 9.982165 \n", + "3 5.049271e-15 1.580780e-35 120.000000 41.454173 0.661317 9.982165 \n", + "4 6.732362e-15 3.161560e-35 120.000000 41.454173 0.661317 9.982165 \n", "... ... ... ... ... ... ... \n", - "8755 6.509121e+01 3.073695e+00 90.534877 38.435333 0.654947 9.255228 \n", - "8756 6.509121e+01 3.073695e+00 90.534877 38.435333 0.654947 9.255228 \n", - "8757 6.509121e+01 3.073695e+00 90.534877 38.435333 0.654947 9.255228 \n", - "8758 6.509121e+01 3.073695e+00 90.534877 38.435333 0.654947 9.255228 \n", - "8759 6.509121e+01 3.073695e+00 90.534877 38.435333 0.654947 9.255228 \n", + "8755 6.606672e+01 3.463559e+00 90.202937 41.346420 0.656763 9.956218 \n", + "8756 6.606672e+01 3.463559e+00 90.202937 41.346420 0.656763 9.956218 \n", + "8757 6.606672e+01 3.463559e+00 90.202937 41.346420 0.656763 9.956218 \n", + "8758 6.606672e+01 3.463559e+00 90.202937 41.346420 0.656763 9.956218 \n", + "8759 6.606672e+01 3.463559e+00 90.202937 41.346420 0.656763 9.956218 \n", "\n", " FF Pmp Pmp_norm \n", - "0 0.839768 5.139526 1.000000 \n", - "1 0.839768 5.139526 1.000000 \n", - "2 0.839768 5.139526 1.000000 \n", - "3 0.839768 5.139526 1.000000 \n", - "4 0.839768 5.139526 1.000000 \n", + "0 0.840102 5.545822 1.000000 \n", + "1 0.840102 5.545822 1.000000 \n", + "2 0.840102 5.545822 1.000000 \n", + "3 0.840102 5.545822 1.000000 \n", + "4 0.840102 5.545822 1.000000 \n", "... ... ... ... \n", - "8755 0.838961 5.085517 0.989491 \n", - "8756 0.838961 5.085517 0.989491 \n", - "8757 0.838961 5.085517 0.989491 \n", - "8758 0.838961 5.085517 0.989491 \n", - "8759 0.838961 5.085517 0.989491 \n", + "8755 0.839288 5.487995 0.989573 \n", + "8756 0.839288 5.487995 0.989573 \n", + "8757 0.839288 5.487995 0.989573 \n", + "8758 0.839288 5.487995 0.989573 \n", + "8759 0.839288 5.487995 0.989573 \n", "\n", "[8760 rows x 13 columns]" ] }, - "execution_count": 34, + "execution_count": 33, "metadata": {}, "output_type": "execute_result" } @@ -1960,7 +1998,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 34, "metadata": {}, "outputs": [ { @@ -2017,9 +2055,9 @@ " 0.000000e+00\n", " 0.000000e+00\n", " 120.000000\n", - " 38.541512\n", - " 0.659445\n", - " 9.280796\n", + " 41.454173\n", + " 0.661317\n", + " 9.982165\n", " ...\n", " 0.0\n", " 0.0\n", @@ -2041,9 +2079,9 @@ " 1.683090e-15\n", " 0.000000e+00\n", " 120.000000\n", - " 38.541512\n", - " 0.659445\n", - " 9.280796\n", + " 41.454173\n", + " 0.661317\n", + " 9.982165\n", " ...\n", " 0.0\n", " 0.0\n", @@ -2065,9 +2103,9 @@ " 3.366181e-15\n", " 5.269266e-36\n", " 120.000000\n", - " 38.541512\n", - " 0.659445\n", - " 9.280796\n", + " 41.454173\n", + " 0.661317\n", + " 9.982165\n", " ...\n", " 0.0\n", " 0.0\n", @@ -2089,9 +2127,9 @@ " 5.049271e-15\n", " 1.580780e-35\n", " 120.000000\n", - " 38.541512\n", - " 0.659445\n", - " 9.280796\n", + " 41.454173\n", + " 0.661317\n", + " 9.982165\n", " ...\n", " 0.0\n", " 0.0\n", @@ -2113,9 +2151,9 @@ " 6.732362e-15\n", " 3.161560e-35\n", " 120.000000\n", - " 38.541512\n", - " 0.659445\n", - " 9.280796\n", + " 41.454173\n", + " 0.661317\n", + " 9.982165\n", " ...\n", " 0.0\n", " 0.0\n", @@ -2157,13 +2195,13 @@ " 1999-12-31 19:30:00-07:00\n", " 0.0\n", " NaN\n", - " 31.835095\n", - " 6.509121e+01\n", - " 3.073695e+00\n", - " 90.534877\n", - " 38.435333\n", - " 0.654947\n", - " 9.255228\n", + " 30.469717\n", + " 6.606672e+01\n", + " 3.463559e+00\n", + " 90.202937\n", + " 41.346420\n", + " 0.656763\n", + " 9.956218\n", " ...\n", " 0.0\n", " 0.0\n", @@ -2181,13 +2219,13 @@ " 1999-12-31 20:30:00-07:00\n", " 0.0\n", " NaN\n", - " 31.835095\n", - " 6.509121e+01\n", - " 3.073695e+00\n", - " 90.534877\n", - " 38.435333\n", - " 0.654947\n", - " 9.255228\n", + " 30.469717\n", + " 6.606672e+01\n", + " 3.463559e+00\n", + " 90.202937\n", + " 41.346420\n", + " 0.656763\n", + " 9.956218\n", " ...\n", " 0.0\n", " 0.0\n", @@ -2205,13 +2243,13 @@ " 1999-12-31 21:30:00-07:00\n", " 0.0\n", " NaN\n", - " 31.835095\n", - " 6.509121e+01\n", - " 3.073695e+00\n", - " 90.534877\n", - " 38.435333\n", - " 0.654947\n", - " 9.255228\n", + " 30.469717\n", + " 6.606672e+01\n", + " 3.463559e+00\n", + " 90.202937\n", + " 41.346420\n", + " 0.656763\n", + " 9.956218\n", " ...\n", " 0.0\n", " 0.0\n", @@ -2229,13 +2267,13 @@ " 1999-12-31 22:30:00-07:00\n", " 0.0\n", " NaN\n", - " 31.835095\n", - " 6.509121e+01\n", - " 3.073695e+00\n", - " 90.534877\n", - " 38.435333\n", - " 0.654947\n", - " 9.255228\n", + " 30.469717\n", + " 6.606672e+01\n", + " 3.463559e+00\n", + " 90.202937\n", + " 41.346420\n", + " 0.656763\n", + " 9.956218\n", " ...\n", " 0.0\n", " 0.0\n", @@ -2253,13 +2291,13 @@ " 1999-12-31 23:30:00-07:00\n", " 0.0\n", " NaN\n", - " 31.835095\n", - " 6.509121e+01\n", - " 3.073695e+00\n", - " 90.534877\n", - " 38.435333\n", - " 0.654947\n", - " 9.255228\n", + " 30.469717\n", + " 6.606672e+01\n", + " 3.463559e+00\n", + " 90.202937\n", + " 41.346420\n", + " 0.656763\n", + " 9.956218\n", " ...\n", " 0.0\n", " 0.0\n", @@ -2278,34 +2316,34 @@ "" ], "text/plain": [ - " Datetime Temperature Injection NA \n", - "0 1999-01-01 00:30:00-07:00 0.0 NaN 100.000000 \\\n", + " Datetime Temperature Injection NA \\\n", + "0 1999-01-01 00:30:00-07:00 0.0 NaN 100.000000 \n", "1 1999-01-01 01:30:00-07:00 0.0 NaN 100.000000 \n", "2 1999-01-01 02:30:00-07:00 0.0 NaN 100.000000 \n", "3 1999-01-01 03:30:00-07:00 0.0 NaN 100.000000 \n", "4 1999-01-01 04:30:00-07:00 0.0 NaN 100.000000 \n", "... ... ... ... ... \n", - "8755 1999-12-31 19:30:00-07:00 0.0 NaN 31.835095 \n", - "8756 1999-12-31 20:30:00-07:00 0.0 NaN 31.835095 \n", - "8757 1999-12-31 21:30:00-07:00 0.0 NaN 31.835095 \n", - "8758 1999-12-31 22:30:00-07:00 0.0 NaN 31.835095 \n", - "8759 1999-12-31 23:30:00-07:00 0.0 NaN 31.835095 \n", + "8755 1999-12-31 19:30:00-07:00 0.0 NaN 30.469717 \n", + "8756 1999-12-31 20:30:00-07:00 0.0 NaN 30.469717 \n", + "8757 1999-12-31 21:30:00-07:00 0.0 NaN 30.469717 \n", + "8758 1999-12-31 22:30:00-07:00 0.0 NaN 30.469717 \n", + "8759 1999-12-31 23:30:00-07:00 0.0 NaN 30.469717 \n", "\n", - " NB NC tau Jsc Voc Isc \n", - "0 0.000000e+00 0.000000e+00 120.000000 38.541512 0.659445 9.280796 \\\n", - "1 1.683090e-15 0.000000e+00 120.000000 38.541512 0.659445 9.280796 \n", - "2 3.366181e-15 5.269266e-36 120.000000 38.541512 0.659445 9.280796 \n", - "3 5.049271e-15 1.580780e-35 120.000000 38.541512 0.659445 9.280796 \n", - "4 6.732362e-15 3.161560e-35 120.000000 38.541512 0.659445 9.280796 \n", + " NB NC tau Jsc Voc Isc \\\n", + "0 0.000000e+00 0.000000e+00 120.000000 41.454173 0.661317 9.982165 \n", + "1 1.683090e-15 0.000000e+00 120.000000 41.454173 0.661317 9.982165 \n", + "2 3.366181e-15 5.269266e-36 120.000000 41.454173 0.661317 9.982165 \n", + "3 5.049271e-15 1.580780e-35 120.000000 41.454173 0.661317 9.982165 \n", + "4 6.732362e-15 3.161560e-35 120.000000 41.454173 0.661317 9.982165 \n", "... ... ... ... ... ... ... \n", - "8755 6.509121e+01 3.073695e+00 90.534877 38.435333 0.654947 9.255228 \n", - "8756 6.509121e+01 3.073695e+00 90.534877 38.435333 0.654947 9.255228 \n", - "8757 6.509121e+01 3.073695e+00 90.534877 38.435333 0.654947 9.255228 \n", - "8758 6.509121e+01 3.073695e+00 90.534877 38.435333 0.654947 9.255228 \n", - "8759 6.509121e+01 3.073695e+00 90.534877 38.435333 0.654947 9.255228 \n", + "8755 6.606672e+01 3.463559e+00 90.202937 41.346420 0.656763 9.956218 \n", + "8756 6.606672e+01 3.463559e+00 90.202937 41.346420 0.656763 9.956218 \n", + "8757 6.606672e+01 3.463559e+00 90.202937 41.346420 0.656763 9.956218 \n", + "8758 6.606672e+01 3.463559e+00 90.202937 41.346420 0.656763 9.956218 \n", + "8759 6.606672e+01 3.463559e+00 90.202937 41.346420 0.656763 9.956218 \n", "\n", - " ... p_mp i_x i_xx Effective irradiance ghi dhi dni wind_speed \n", - "0 ... 0.0 0.0 0.0 NaN 0.0 0.0 0.0 1.8 \\\n", + " ... p_mp i_x i_xx Effective irradiance ghi dhi dni wind_speed \\\n", + "0 ... 0.0 0.0 0.0 NaN 0.0 0.0 0.0 1.8 \n", "1 ... 0.0 0.0 0.0 NaN 0.0 0.0 0.0 1.7 \n", "2 ... 0.0 0.0 0.0 NaN 0.0 0.0 0.0 1.5 \n", "3 ... 0.0 0.0 0.0 NaN 0.0 0.0 0.0 1.3 \n", @@ -2333,7 +2371,7 @@ "[8760 rows x 27 columns]" ] }, - "execution_count": 35, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" } @@ -2355,12 +2393,12 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 35, "metadata": {}, "outputs": [ { "data": { - 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", + "image/png": 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", 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" ] @@ -2394,12 +2432,12 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 36, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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LF+PYsWN49+4dHjx4gFevXhX4nOHDh2P48OEFzicjIiJSptw5U66urtDX11fqayvj+1uliqnyrDwWU/8mCALevn2LBw8eIC0tDe/evUNCQgKuX7+OBQsWiP2MjIzQvHlzDBgwADY2NhImJiKiyoDFVCVREYqpgsTExKBly5ZITU0V2zQ0NLB8+XKYm5vDxMREwnRERFSRqXoxpVJzpkh1NWzYEAkJCdi1axdCQkKwZcsWZGVlYfLkyQCAxo0bw8zMDMOGDUOdOnWkDUtERFSGWExRoenr62PMmDH45ptvIJfLcerUKdy+fRsAEB0djejoaNy+fRsbNmyAjo6OxGmJiIjKRrleGoGkIZPJ4O/vj5iYGLx9+xa7d+8W91CMj49H9+7dMXr0aNy7d0/aoERERGWAxRSViI6ODgYMGIDdu3ejZ8+eYvu9e/cwevRohSUXiIiIKiIWU6QUmpqaOHToEJKTkzFjxgyxfeLEibhw4YKEyYiIiEoXiylSKgMDA/j4+Cgsijpjxgxcu3ZNwlRERESlh8UUlYp27drh8OHD4v1Jkybl2f+QiIioIuDVfFRqunTpgt27d8Pd3R0AMGjQIOjr60NdXR2ff/45PDw8YGRkJHFKIiKikuGRKSpVAwYMQGBgIExNTQEAr1+/xqtXr7B//374+vpKnI6IiKjkWExRqRsyZAgSEhJw9uxZHDt2DG3btgUAnvYjIqIKgaf5qEzIZDK0b98eAKCrq4u2bdvi7t27yMrKgoYG/zMkIqLyi99iVOYsLS3FnwcOHAhvb29oampCLpdDLpfDxsaGK6gTEVG5wWKKylzNmjXRp08fHDhwAM+fP8f8+fPz9DEyMoKjoyO6desGOzs7yGQyCZISERF9mkwQBEHqEBWBMnadrmx27NgBPz8/vHv3DhkZGcjMzMTjx4/x7t27PH2rVq0KS0tLLF++HJqamhKkJSIiqWRkZCA1NRWurq7Q19dX6msr4/ubxZSSsJhSDkEQcOXKFfz+++/YuXMnYmNjFR63tLSEt7c3HBwcoKbG6yeIiCoDVS+m+G1EKkUmk6FFixZYtGgR7t27h+joaOzduxetWrUC8H4j5enTp2Pfvn0SJyUiInqPxRSpLJlMBltbW/Tt2xfHjh2Dj4+P+Nj27duRlpYmYToiIqL3WExRuaCvr48ZM2bg7NmzAIDk5GTMmTNH4lREREQspqicadOmDfr06QMACAsLw8CBAxEdHS1xKiIiqsxYTFG5oq6ujv3796NHjx4AgCdPnsDLywtXrlyRNhgREVVaLKaoXDp06BDWrl0r3p8yZQp+/vlnnD59Gk+ePJEwGRERVTZcGkFJuDSCNI4cOYKuXbsqtFWrVg179uzhNjVERBUEl0YgKkVdunRBSkoKhg8fDnt7e2hra+Ply5fo1KkTDh06hJMnT+LNmzdSxyQiogqMR6aUhEemVMPMmTOxePHiPO1z5szBF198IUEiIiIqKR6ZIipDPj4+2LNnDxwdHdGoUSOx/ccff8SxY8eQkZEhYToiIqqIWExRhfP111/j4sWLuHHjBkJDQ8X2hQsXokePHoiJiZEwHRERVTQspqhCa926NS5dugRnZ2cAQFZWFsaOHYvLly9LnIyIiCoKFlNU4Tk4OODMmTPYuXOn2DZt2jSEh4cjLCwMN27ckDAdERGVd7x2nCqNgQMH4u3btxg9ejSys7Px3XffiY/1798fnp6eXE6BiIiKjEemqFIZMWIEvL29YWNjAyMjI7E9KCgIQUFBEiYjIqLyin+GU6WipqYGPz8/AEB2djaSk5NRvXp1AODpPiIiKhYemaJKS11dHUZGRti0aROA92uNEBERFRWLKar0TExMAAARERG4efOmxGmIiKi8YTFFlZ6VlZX487hx4xQ2UCYiIvoUFlNU6TVt2hT+/v7i/d9//x1+fn7Izs6WMBUREZUXLKaIAIwZMwbJyckwMzMDAOzduxejRo1CcHAw0tLSJE5HRESqjMUU0f8xMDDAP//8gxYtWgAA4uLisGjRIixatEjiZEREpMpYTBF9oG7durh48SKWLVuGxo0bAwDOnj2Lffv2SZyMiIhUFYspon/R0NDAd999h8jISPFKvw0bNiArK0viZEREpIpYTBF9hEwmQ1hYGAAgPT0dDx8+lDgRERGpIhZTRAWwtLQUl04YOXIkXr9+LW0gIiJSOSymiD5h9OjR4s+rVq1CTk6OhGmIiEjVsJgi+oTZs2dj+PDhAIBjx45h0qRJePbsmcSpiIhIVbCYIiqE77//Hs2aNQMAREZGYsOGDRInIiIiVcFiiqgQGjZsiIiICHTu3BkAcP/+fYkTERGRqmAxRVRIMpkMy5YtAwDcu3cPq1evljgRERGpAhZTREVgY2MDS0tLAEBQUBDCw8MlTkRERFJjMUVUBFpaWrhz5w5q1KgBAPjuu++QkpIicSoiIpKSyhVTa9euhbW1NbS1tWFvb4+zZ88W2H/NmjWwtbWFjo4ObGxssG3bNoXHMzMzsWDBAtSrVw/a2tpo1qwZDh8+rNAnKysLs2fPhrW1NXR0dFC3bl0sWLCAl8BTvjQ1NbF7927xPudPERFVbipVTO3evRuTJ0/GrFmzEBERAWdnZ3Tr1g1xcXH59l+3bh1mzpyJefPmISoqCvPnz4eXlxcOHTok9pk9ezY2bNgAPz8/REdHw9PTE3379kVERITYZ8mSJVi/fj1Wr16NGzduYOnSpVi2bBn8/PxK/T1T+fTFF1+gVatWAID4+HiJ0xARkZRkgiAIUofI5eTkhJYtW2LdunVim62tLdzc3ODj45Onf9u2bdGuXTtxUjAATJ48GWFhYTh37hwAwMLCArNmzYKXl5fYx83NDXp6eggMDAQA9OzZE6ampti8ebPYp3///tDV1cX27dsLlT0lJQWGhoZITk6GgYFB0d44lUv9+vUTN0AOCAiAtbW1xImIiCqmjIwMpKamwtXVFfr6+kp9bWV8f6vMkamMjAyEh4eLl57n6ty5M0JCQvJ9Tnp6OrS1tRXadHR0cPHiRWRmZhbYJ7fYAoD27dvj+PHjiImJAQBcvXoV586dQ/fu3T+aNz09HSkpKQo3qlzc3d3Fn7du3Yrs7GwJ0xARkVRUpphKSkpCdnY2TE1NFdpNTU2RmJiY73O6dOmCTZs2ITw8HIIgICwsDAEBAcjMzERSUpLYx9fXF7dv30ZOTg6Cg4Nx4MABJCQkiK8zffp0DBo0CI0aNYJcLkeLFi0wefJkDBo06KN5fXx8YGhoKN5yr/CiysPd3R3ffvstAOD06dNwdXXFihUr8OLFC4mTERFRWVKZYiqXTCZTuC8IQp62XHPmzEG3bt3QunVryOVy9OnTByNGjAAAqKurAwBWrlyJBg0aoFGjRtDU1IS3tzdGjhwpPg68n6sVGBiI3377DZcvX8bWrVuxfPlybN269aM5Z86cieTkZPHGeTOV06hRo2BjYyPe//PPPzFq1ChkZGRImIqIiMqSyhRTNWrUgLq6ep6jUE+fPs1ztCqXjo4OAgIC8PbtW8TGxiIuLg5WVlbQ19cXL103NjbG/v37kZqaigcPHuDmzZvQ09NTmN/y3//+FzNmzMDAgQPRtGlTeHh4YMqUKfnO08qlpaUFAwMDhRtVPo0bN8bNmzcRExMjnqJOTk7Gw4cPJU5GRERlRWWKKU1NTdjb2yM4OFihPTg4GG3bti3wuXK5HLVq1YK6ujp27dqFnj17Qk1N8a1pa2ujZs2ayMrKQlBQEPr06SM+9vbt2zz91dXVuTQCFVqDBg1w5MgR1K1bFwDE08xERFTxaUgd4ENTp06Fh4cHHBwc0KZNG/j7+yMuLg6enp4A3p9ae/TokbiWVExMDC5evAgnJye8fPkSvr6+iIyMVDg9d+HCBTx69AjNmzfHo0ePMG/ePOTk5GDatGlin169emHhwoWoXbs2PvvsM0RERMDX1xejRo0q2wGgcs/U1BT37t3Dli1b4ODgkKdIJyKiikeliil3d3c8f/4cCxYsQEJCApo0aYK//voLderUAQAkJCQorDmVnZ2NFStW4NatW5DL5XBxcUFISAisrKzEPmlpaZg9ezbu3bsHPT09dO/eHdu3b0fVqlXFPn5+fpgzZw7Gjx+Pp0+fwsLCAmPHjsUPP/xQVm+dKghra2uEhobixo0bOHv2LDp27Ch1JCIiKmUqtc5UecZ1pgh4v4CntbW1uEzCjh07YGFhIXEqIqLyTdXXmVKpI1NE5Z2lpSX8/f0xevRoAO/37vPy8kJMTAyePHkCmUwGQ0NDdO7cWZxfRURE5RuPTCkJj0xRrqysLIwZMwZbtmwpsJ+Pjw9at25dNqGIiMoxHpkiqmQ0NDSwbt06PHv2DDdv3oRMJoOVlRUaNWqEtLQ0bNq0CQDw008/4eDBg5ykTkRUzrGYIioF2tra+PPPP/N9zN3dHZ06dUJqaiqSkpJgYmJSxumIiEiZ+CcxURlzdXVFrVq1AACjR4/maulEROUciykiCfTq1QsA8ObNG1y5ckXaMEREVCIspogksHbtWrRq1QrA+422161bh/j4eKSnp0ucjIiIiorFFJFEcpdPAIA9e/Zg2LBh6NatG/bs2SNhKiIiKioWU0QS+c9//oNbt26hT58+kMvlAABBELBu3TpcvXpV4nRERFRYLKaIJNSwYUPs378f7969Q0REhNg+efJkxMTESJiMiIgKi8UUkQpQV1dH8+bN8fvvv4tt4eHhEiYiIqLCYjFFpEK++uorjB8/HgAQFRUltguCgFu3buHWrVvgpgVERKqFi3YSqZiaNWsCAP755x+MHz8e9erVw5kzZ5CSkgLg/Qrr1tbWcHFxwVdffSXOtyIiImlwbz4l4d58pCy3bt1C48aNkZOTU6j+c+fOxeeff166oYiIJKTqe/OxmFISFlOkTG/fvsXQoUNx7949WFtbo0OHDujbty+MjIxw6dIl+Pv751lCQU9PD+/evYOamhrU1NTEPQHHjx+Ppk2bSvROiIhKjsVUJcFiisrayZMnMWbMGNy9e7fAftWrV8fvv/8OmUxWRsmIiJRL1YspzpkiKqdcXFxw584dhIWF4enTpzA0NIS+vj6ys7Mhk8mwf/9+zJ8/H8+fP8fDhw9haWkJ4P1k9szMTGhoaEBNjdegEBGVFI9MKQmPTJEqqlatGl69egXg/WnArKwsZGRkICcnB+rq6vjhhx/g7OzMo1ZEpNJU/cgU/ywlqsB++ukn1KhRA8D7TZXT0tLEie3Z2dmYO3cu3N3dudkyEVEJ8MiUkvDIFKkqQRAQFhaGd+/eQUdHB7q6uoiKisKUKVPw+PFjsV+1atUwadIkdOzYUcK0RER5qfqRKRZTSsJiisobQRCwf/9+jBo1SjwVCAD16tWDn58fdHR0pAtHRPQBVS+meJqPqJKSyWTo27cvkpKSsGPHDhgbGwMA7t69i3Pnzkmcjoio/GAxRVTJqaurY/DgwXj06BHs7OwAAIsWLUJiYqLEyYiIygcWU0QEAJDL5Zg0aZJ4PyAgQMI0RETlB4spIhKNHDlS3Gg5ODgYGzZskDgREZHq4wR0JeEEdKooXr58iUaNGuHp06cAgM8++wza2towMzODp6cn9PT0JE5IRJWNqk9A5wroRKSgWrVquHv3LmrWrImUlBRERUWJj5mamsLDw0PCdEREqoen+YgoDz09PURGRmLLli1YvXo1rKysALyfRxURESFtOCIiFcMjU0SUL0tLSwwfPhwA0Lp1azg4OAAAduzYgRYtWkgZjYhIpfDIFBF9kr29PTZt2gQACA8Px+7du8VtaYiIKjsWU0RUKP369RNXRV+/fj1GjhyJ9PR0iVMREUmPxRQRFUq1atVw8+ZNODo6AgDi4uIQFBSEjIwMiZMREUmLxRQRFVrt2rVx8eJFfPnllwCAjRs3okuXLvj7778lTkZEJB0WU0RUZHPnzkXjxo3F+0uXLkVycrKEiYiIpFOiYurkyZPo2LEjnJ2d4ePjg6ysLGXlIiIV5uzsjKioKPzzzz9i28KFCyVMREQknRIVU+PGjcPEiROxbNky3Lp1CwsWLFBWLiIqB9q0aQMXFxcAwJ07d8ANFYioMipRMaWjo4P+/fujdevW2Lx5M44ePaqsXERUDshkMmzbtg3A+y0ZeHSaiCqjEhVTz549w++//47r168jKyuLV/UQVUImJiYAgOzsbNy9e1fiNEREZa9ExdSUKVPw999/Y/To0TAxMUF0dDQGDBiAhQsX4tChQ8rKSEQqTFNTE0ZGRgDen/p/8eKFxImIiMpWiYqp8ePHIyAgABcvXkRycjKio6MxdOhQyGQy7N69W1kZiUjFLVmyRPy5f//+mDVrFpKSkiRMRERUdkq0N5+enh7q16+Pxo0bo0mTJuKte/fu0NDgtn9ElcU333wDLS0tDBs2DAAQEhICCwsLeHl5SZyMiKj0lejI1OjRo6Gnpwd7e3uYm5vj9OnTGDduHGrVqoWmTZsqKyMRlQMeHh549+6duEL6jRs3JE5ERFQ2SlRM+fv7IygoCPfv38ehQ4fg4eGBM2fOIDExkVf2EVVC2tra+P777wEAUVFR2LBhg8SJiIhKX4lXQLeyssLmzZvh5+eH9evXo1evXrh58ybMzc2VkY+IypnPP/8camrvP1oOHDjAq3yJqMIr0cSm27dv49atW7h16xZu3LiBuLg4pKSk4Pr162jUqJGyMhJROVK1alXExMSgfv36ePfuHbp164YWLVqgd+/eMDc3R926daGuri51TCIipSlRMWVjYwM7OzsMGDAAEydOhK2tLeRyubKyEVE5VbduXQwYMAB79uxBTk4OwsPDER4eDgDo168fJkyYIHFCIiLlKdFpvmXLlqFly5bYv38/XF1d0bZtW4wcORIrVqzAkSNHlJWRiMqZ3OVR0tLS8Msvv6B58+biqb+QkBCJ0xERKZdMUOJmWvfu3UNkZCQiIyMRHR2NwMBAZb20yktJSYGhoSGSk5NhYGAgdRwilfP8+XPUqFEDANCyZUt8+eWX6N69u8SpiKg8yMjIQGpqKlxdXaGvr6/U11bG93eRT/M9ePAA165dg6mpKVq1aqXwWN26dVG3bl307t27WGGIqOKqXr06WrZsicuXL4u3hg0bon79+lJHIyIqkSKd5tu5cycaNmyIPn36oE2bNnBwcMCzZ89KKxsRVTBnzpwRN0YG3l/EQkRU3hWpmJo/fz48PDxw584dnDhxAmpqapgxY4ZSA61duxbW1tbQ1taGvb09zp49W2D/NWvWwNbWFjo6OrCxsVH4oAaAzMxMLFiwAPXq1YO2tjaaNWuGw4cP53mdR48eYejQoahevTp0dXXRvHlzccIsESlHlSpV4OHhgUGDBgEAli5diocPH0qcioioZIpUTN27dw9z5sxB3bp10bFjR2zfvh27du1SWpjdu3dj8uTJmDVrFiIiIuDs7Ixu3bohLi4u3/7r1q3DzJkzMW/ePERFRWH+/Pnw8vJS2GR59uzZ2LBhA/z8/BAdHQ1PT0/07dsXERERYp+XL1+iXbt2kMvl+PvvvxEdHY0VK1agatWqSntvRPT/OTk5iT97eHjgwIEDEqYhIiqZIk1AV1NTQ2JiIkxMTMQ2HR0d3L9/H2ZmZiUO4+TkhJYtW2LdunVim62tLdzc3ODj45Onf9u2bdGuXTssW7ZMbJs8eTLCwsJw7tw5AICFhQVmzZqlsEeYm5sb9PT0xAnyM2bMwD///PPJo2AF4QR0osITBAFbtmzBqFGjALxfOX3//v3Q0tKSOBkRqSJVn4Be5KURtm7dipCQELx58wYAoKGhgbdv3xbrl38oIyMD4eHh6Ny5s0J7586dP3opdXp6OrS1tRXadHR0cPHiRWRmZhbYJ7fYAoCDBw/CwcEBX3/9NUxMTNCiRQts3LixwLzp6elISUlRuBFR4chkMowcORK3bt0CAKSlpWHChAlQ4sXFRERlpkjFVPv27fHTTz+hffv2qFq1Kho0aIC0tDRs3rwZJ0+eLFFBkZSUhOzsbJiamiq0m5qaIjExMd/ndOnSBZs2bUJ4eDgEQUBYWBgCAgKQmZmJpKQksY+vry9u376NnJwcBAcH48CBA0hISBBf5969e1i3bh0aNGiAI0eOwNPTExMnTswz/+pDPj4+MDQ0FG+WlpbFfu9ElVWDBg0wfPhwAO8now8bNgxZWVkSpyIiKpoiFVNnzpxBcnIybt26hcDAQPTt2xcdOnTAunXr8OWXX8LIyAi2trYlCiSTyRTuC4KQpy3XnDlz0K1bN7Ru3RpyuRx9+vTBiBEjAEDcrmLlypVo0KABGjVqBE1NTXh7e2PkyJEK21nk5OSgZcuWWLRoEVq0aIGxY8dizJgxCqcb/23mzJlITk4Wb/Hx8SV630SVkUwmw5YtWzBv3jwAwMOHD3mFHxGVO8VaAb1BgwYYOHAgli5diuPHj+PFixe4e/cudu7cib59+xYrSI0aNaCurp7nKNTTp0/zHK3KpaOjg4CAALx9+xaxsbGIi4uDlZUV9PX1xcUBjY2NsX//fqSmpuLBgwe4efMm9PT0YG1tLb6Oubk5GjdurPDatra2H534DgBaWlowMDBQuBFR8cydOxcNGzYEABw+fJin+4ioXCnRdjIfsra2xtdff41FixYV6/mampqwt7dHcHCwQntwcDDatm1b4HPlcjlq1aoFdXV17Nq1Cz179hS3rsilra2NmjVrIisrC0FBQejTp4/4WLt27cS5G7liYmJQp06dYr0XIio6Ozs7AO/nMHp7e3/09D4RkapRWjGlDFOnTsWmTZsQEBCAGzduYMqUKYiLi4OnpyeA96fWhg0bJvaPiYlBYGAgbt++jYsXL2LgwIGIjIxUKOguXLiAvXv34t69ezh79iy6du2KnJwcTJs2TewzZcoUnD9/HosWLcKdO3fw22+/wd/fX+EKQCIqXXPmzBHnHkZHRyMgIEDiREREhaNSxZS7uzt++eUXLFiwAM2bN8eZM2fw119/iUeIEhISFE69ZWdnY8WKFWjWrBk6deqEtLQ0hISEwMrKSuyTlpaG2bNno3Hjxujbty9q1qyJc+fOKawh5ejoiH379mHnzp1o0qQJfvzxR/zyyy8YMmRIWb11okrPzs4Od+/eFacKBAcH4+bNmxKnIiL6NKVudFyZcZ0pIuV48OCB+AeRtbU1j1ARUcVbZ4qIqDTVqVMHfn5+AID79+/j+vXryMnJkTgVEdHHFamYOnHiBBo3bpzvelLJycn47LPPSrSKOBERAIwfPx56enoAgIkTJ6Jv374FXl1LRCSlIhVTv/zyC8aMGZPvYTBDQ0OMHTsWvr6+SgtHRJWTmpoaduzYgZYtWwJ4fxj+yJEjEqciIspfkYqpq1evomvXrh99vHPnzggPDy9xKCKi3r17Izw8HN9//z0A4Lfffvvo1lJERFIqUjH15MkTyOXyjz6uoaGBZ8+elTgUEVEuDw8P8efTp09LmISIKH9FKqZq1qyJ69evf/Txa9euwdzcvMShiIhyNWrUCGvXrgXwft7mu3fvJE5ERKSoSMVU9+7d8cMPPyAtLS3PY+/evcPcuXPRs2dPpYUjIgKAevXqAQCysrKwdOlSidMQESnSKErn2bNnY+/evWjYsCG8vb1hY2MDmUyGGzduYM2aNcjOzsasWbNKKysRVVIuLi5wcHBAWFgYIiMjC9wAnYiorBWpmDI1NUVISAjGjRuHmTNnipuRymQydOnSBWvXrv3opsRERMUll8vxv//9D6ampkhKSsL9+/dRt25dqWMREQEo4mm+UaNGwcjICH/99ReSkpJw4cIFnD9/HklJSfjrr78UtnEhIlImY2NjcRuo0aNHY+fOneAGDkSkCopUTG3dulWc/FmtWjU4OjqiVatWqFatWqmEIyLKJZPJsH79evG+v78/+vfvj7t370qYioioiMUU/wokIim5u7sjMjISjRs3BgC8fPkSY8aMwV9//YULFy4gMTFR4oREVBkVac4UAE76JCJJffbZZ4iKisLatWvh5eUFQRCwbNkyAO8/n3r16gVjY2NoaWnByckJtWvXljgxEVV0RS6mGjZs+MmC6sWLF8UORERUGOPGjUNOTg4OHz6MR48e4cqVKxAEAQcPHhT7rF27Fi1btsTSpUuhrq4uYVoiqsiKXEzNnz8fhoaGpZGFiKjQZDIZvL294e3tDQB49eoV5s2bhydPniA1NRUnTpxAamoqLl++jKioKNjZ2UmcmIgqKplQhIlQampqSExMhImJSWlmKpdSUlJgaGiI5OTkfDeCJqKylZWVhUaNGokT1A8dOgQ9PT2JUxFRcWRkZCA1NRWurq7Q19dX6msr4/u7SBPQOV+KiMoLDQ0NhX39jh07JmEaIqrIeDUfEVVYs2fPRsuWLQEAR44cQUZGhsSJiKgiKlIxlZOTw1N8RFRuqKur45tvvgEA3Lx5Ezt27JA4ERFVREUqpi5cuIC///5boW3btm2wtraGiYkJ/vOf/yA9PV2pAYmISsLDw0OcYxEaGipxGiKqiIpUTM2dOxfXrl0T71+/fh2jR4+Gq6srZsyYgUOHDsHHx0fpIYmIiktPTw+///47AOD27dvw8PDAnTt3JE5FRBVJkYqpq1ev4ssvvxTv79q1C05OTti4cSOmTp2KVatWYc+ePUoPSURUEp9//jkcHR0BAA8fPsTEiRORlpYmcSoiqiiKVEy9fPkSpqam4v3Tp0+ja9eu4n1HR0fEx8crLx0RkRJoaWnh4sWLWL16NQDg3bt3OHHihMSpiKiiKFIxZWpqivv37wN4v+bD5cuX0aZNG/Hx169fQy6XKzchEZGSeHl5wcXFBQCwbNkyxMbGShuIiCqEIhVTXbt2xYwZM3D27FnMnDkTurq6cHZ2Fh+/du0a6tWrp/SQRETKMn/+fPHnK1euSBeEiCqMIhVTP/30E9TV1dGxY0ds3LgRGzduhKampvh4QEAAOnfurPSQRETK4uzsjMGDBwN4P3WBiKikirQ3n7GxMc6ePYvk5GTo6enl2Tj0999/53YNRKTyctfLS05OljgJEVUERd7oGMBHNzo2MjIqURgiorJgbGwMALh48SJycnKgplakg/RERAr4CUJElY6FhQUAICEhQVyDioiouFhMEVGl069fP/HK47t370qchojKOxZTRFTpGBgYYPny5QCAN2/eSJyGiMo7FlNEVClVrVoVAPD27VtpgxBRuVfoCehTp04t9Iv6+voWKwwRUVnJLaZSU1OlDUJE5V6hi6mIiAiF++Hh4cjOzoaNjQ0AICYmBurq6rC3t1duQiKiUpBbTN25cwfnzp1D+/btpQ1EROVWoYupkydPij/7+vpCX18fW7duRbVq1QC8X/xu5MiRCiuiExGpqoYNG4o/L1++HG3btuUSCURULMX65FixYgV8fHzEQgoAqlWrhp9++gkrVqxQWjgiotJiZmYmHnFPTk6Gl5eXxImIqLwqVjGVkpKCJ0+e5Gl/+vQpXr9+XeJQRERloXnz5hg0aBAA4ObNm1wRnYiKpVjFVN++fTFy5Ej88ccfePjwIR4+fIg//vgDo0ePRr9+/ZSdkYio1Pz222+oUqUKAOD58+cSpyGi8qhY28msX78e3333HYYOHYrMzMz3L6ShgdGjR2PZsmVKDUhEVNqMjY2RmpqKFy9eoG7dulLHIaJypljFlK6uLtauXYtly5bh7t27EAQB9evXF/+6IyIqT0xMTBAbG8vTfERULCW6dKVKlSqws7NDs2bNWEgRUbllYmICANiwYQOys7MlTkNE5U2xi6mzZ89i6NChaNOmDR49egQA2L59O86dO6e0cEREZaF+/foAgGfPniEkJETiNERU3hSrmAoKCkKXLl2go6ODiIgIpKenAwBev36NRYsWKTUgEVFpmzt3LrS0tABw42MiKrpiFVM//fQT1q9fj40bN4o7rwNA27ZtcfnyZaWFIyIqC1WrVsW3334LANi6dStiYmIkTlS5TZ48GatXr5Y6BlGhFWsC+q1bt9ChQ4c87QYGBnj16lVJMxERlTlXV1fxyPqRI0cUVkhXZYsXL8aRI0fytDs6OmLp0qUSJKLTp0/j119/xePHj2FhYYHRo0cXuDtIYmKiuN7Zh5YsWYJWrVqJ9/ft24f9+/cjMTERpqamGDJkCLp06SI+HhYWhpUrV+Lly5do164dvvvuO/GAx5s3bzBu3DgsX74cpqamSny3BBSzmDI3N8edO3dgZWWl0H7u3DleVkxE5ZKLiwumTJmCn3/+udz9UdiqVStMnz5doe3DswalITMzs9R/R3kUFRWFBQsWYNSoUXB2dsbZs2cxf/58rFq1Co0bNy7wucuXL4e1tbV4X19fX/z5wIED2LRpE7799ls0atQIN2/exPLly6Gvr4+2bdsiJycHCxcuxKBBg+Do6Ih58+bhzz//RN++fQEA/v7+6NWrFwupUlKsYmrs2LGYNGkSAgICIJPJ8PjxY4SGhuK7777DDz/8oOyMRERlInci+ps3byROUjRyuRxGRkYffdzFxQXfffcdzp8/j0uXLqFGjRoYN24c2rVrJ/aJjY3F+vXrcfXqVejo6MDBwQFeXl4wNDQE8P7Um7W1NTQ0NHD06FFYWVlh5cqV+Oeff7Bu3To8e/YMjRs3RpcuXbBkyRIcOnQI6urq+OqrrzBt2jR07NhR/F0hISH48ccfERQUBF1d3U++v9evX8PPzw+hoaHIzMxEs2bNMGHCBNSqVQvA+yM7q1atwvXr15GVlQVTU1N4enqidevWeP36NVauXImwsDC8e/cOxsbGGDJkCLp161bc4S7QH3/8AQcHBwwZMgQAMGTIEFy9ehVBQUGfLKYMDQ0/+u8YHByMXr164YsvvgAAWFhYIDo6Gjt37kTbtm2RnJyMV69ewc3NDZqammjbti0ePHgAALh+/Tpu3bqFSZMmKfGd0oeKVUxNmzYNycnJcHFxQVpaGjp06AAtLS1899138Pb2VnZGIqIykftFdvv2beTk5FSojY+3bt2KsWPHwtPTE3v37sXChQuxa9cuGBgY4Pnz55g8eTJ69OiB8ePHIz09Hf7+/pg/fz58fX3F1zhy5Ah69+4NPz8/AO+LmHnz5qF///7o3r077ty5g3Xr1on9dXR04OLigr///luhmDp8+DA6dOhQqEIKeH8q89GjR1i4cCF0dXXh7++PGTNmYMuWLdDQ0MDKlSuRlZWFlStXQltbGw8ePICOjg4AICAgAA8ePMCSJUtgaGiIR48eiRdN5ScwMBA7duwoMM+SJUtgZ2eX72PR0dH46quvFNocHR0RFBT0yfc5a9YsZGRkoGbNmvj6668VxiwjIwOampoK/bW0tHDz5k1kZWWhatWqqF69Oi5dugQHBwdcv34dnTt3RmZmJn755RdMmzYN6urqn8xAxVOsYgoAFi5ciFmzZiE6Oho5OTlo3Lgx9PT0lJmNiKhM5RZTL1++xIYNGzBu3DiJExVOaGhoniMtgwYNwrBhw8T7Xbt2xZdffgkA+Oabb7Bv3z7cvHkTrVq1woEDB9CgQQOMGTNG7D9t2jQMGDAA8fHxsLS0BADUrFkTnp6eYh9/f39YWlqKbbVr18b9+/cRGBgo9unRowe8vb2RlJSEGjVqIDk5GaGhoYXeLePhw4cICQmBn58fmjRpAuB90eHu7o5z587h888/x9OnT9GhQwdxmomFhYX4/KdPn6J+/fqwsbEB8H6D64L07t0bLi4uBfapUaPGRx978eIFqlWrptBWrVo1vHjx4qPP0dHRwfjx49GkSROoqanhn3/+wYIFCzBjxgx06tQJwPuC7H//+x/atWuHhg0bIiYmBn///TeysrKQnJyM6tWrY+7cuVizZg1Wr14NJycndO/eHTt27EDLli2hqakJb29vpKSkoG/fvuLpP1KOYhVTX3zxBTp27Ii5c+fCwcFBbH/58iX69++PEydOFDtQ7srqCQkJ+Oyzz/DLL78UOHEv9z+c2NhY1K5dG7NmzVL4AMnMzISPjw+2bt2KR48ewcbGBkuWLEHXrl3zfT0fHx98//33mDRpEn755Zdivw8iKn/atm2L6tWr4/nz59izZw/atm2LZs2aSR3rk1q0aIEpU6YotH043waAwnxWHR0d6Orq4uXLlwCAmJgYXLlyJd9TX48fPxaLqdyCJFd8fHyetkaNGinct7W1hZWVFY4ePYrBgwfj6NGjMDExKfS4PnjwAOrq6rC1tRXbDA0NYWlpKZ7G6tevH37++WdcunQJ9vb26NChA+rVqwfgfXE0d+5c3L59Gw4ODmjfvr1YlOXHwMAABgYGhcr2MTKZTOG+IAgF9jc0NMTXX38t3rexscGbN2+wa9cusZgaNmwYXrx4AS8vLwiCACMjI3Tp0gW7du0Sj6A2bdoU69evF18nPj4ewcHB2LhxIyZNmoT+/fujVatWGDVqFOzs7MQxopIrVjF16tQpXL9+HREREdixY4e4+nlGRgZOnz5d7DC7d+/G5MmTsXbtWrRr1w4bNmxAt27dEB0djdq1a+fpv27dOsycORMbN26Eo6MjLl68iDFjxqBatWro1asXAGD27NkIDAzExo0b0ahRIxw5cgR9+/ZFSEgIWrRoofB6ly5dgr+//0cP3xJRxaanp4cbN27AzMwMOTk5mDx5MjZv3qzyF9Zoa2ujZs2aBfbR0Mj7cZ/7JS8IAtq0aYOxY8fm6fPhHB5tbe08zy9M4dCjRw/s378fgwcPxuHDh9GtW7c8z/uYjxUiH/7uHj16wNHREefPn0dYWBh+++03jBs3Dv369YOTkxN27dqF8+fPIzw8HN9++y3c3Nw+etSxpKf5jIyM8hyFevXqVYFz2vJja2uL//3vf+J9LS0tTJ8+Hd9++y1evnwJIyMj/Pnnn9DV1RXntX1IEASsWLEC48aNQ05ODm7fvo2OHTtCW1sbzZo1w9WrV1lMKVGxJwQcO3YMiYmJaN26NWJjY5USxtfXF6NHj8Y333wDW1tb/PLLL7C0tFQ4B/+h7du3Y+zYsXB3d0fdunUxcOBAjB49GkuWLFHo8/3336N79+6oW7cuxo0bhy5dumDFihUKr/XmzRsMGTIEGzduzHOIlogqD2NjY+zdu1e8P3r0aCQlJUmYqPQ1aNAAsbGxMDMzQ82aNRVuuXOP8lO7dm3cunVLoS2/Nbo6deqEJ0+eICgoCLGxsQqX83+KlZUVsrOzcePGDbEtOTkZDx8+RJ06dcQ2ExMT9O7dGwsWLMCAAQMUCpGqVauia9eumDVrFry8vPDnn39+9Pf17t0bmzZtKvD276NxH2rcuDHCw8MV2sLCwvDZZ58V+j0DwJ07d1C9evU87RoaGjA2Noa6ujpOnDiB1q1b5zu376+//oKBgQHatWuHnJwcAEBWVpb4v7ltpBzFLqbMzc1x+vRp2NnZwdHREadOnSpRkIyMDISHh6Nz584K7Z07d/7o9g7p6el5/lLS0dHBxYsXkZmZWWCff2974+XlhR49esDV1bVQedPT05GSkqJwI6KKoU+fPgpfuP8uGFRNZmYmXrx4oXAryqbNbm5ueP36NX788UfcuHEDjx8/xqVLl7BkyZIC9yrs1asX4uLisGHDBsTHx+PkyZM4fPhwnn76+vpwdnbGhg0b4ODgAGNj40Jnq1WrFtq1a4fly5fj+vXruHPnDhYtWoQaNWqIVyOuXr0aFy9eREJCAmJiYnD58mXxbEZAQADOnTuHR48e4f79+zh//ny+ZzpyGRgY5Cko/33LXS0/P/3798elS5ewc+dOxMXFYefOnQgPD0f//v3FPvv27cPUqVPF+4cPH8axY8fw4MEDxMXFYffu3di7d6/CvKbcU3YPHz7EjRs3sGDBAsTGxirMc8v18uVLbN++HRMmTADwfvzr1KmDoKAgREVF4fLly0Uu7qhgxTrNl3toVUtLCzt27MBPP/2Erl275lnnpCiSkpKQnZ2dZw0MU1NTJCYm5vucLl26YNOmTXBzc0PLli0RHh6OgIAAZGZmIikpCebm5ujSpQt8fX3Fc+jHjx/HgQMHFD4gdu3ahcuXL+PSpUuFzuvj44P58+cX780Skcrr0aOHuE6Qqv+xdPHiRYUvawCwtLTEtm3bCvX8GjVqwM/PD/7+/pg2bRoyMzNhamqKVq1aFXhFo7m5OebNm4d169YhKCgIn332GYYOHYqff/45z5Vn3bt3x/Hjx4u1JMH06dPh5+eHmTNnIisrC3Z2dli8eLF46jInJwcrV67Es2fPUKVKFTg6OsLLywvA+2UjNm3ahMTERGhpaaFp06aluoRPkyZN8MMPP2Dz5s0ICAiAhYUFfvjhB4VlEZKTk/H48WOF5wUGBuLJkydQU1NDrVq1MG3aNHG+VO573LNnD+Lj46GhoYHmzZvDz88v3wn1q1evhru7u0LROn36dCxevBh79+6Fu7u7whw0KjmZ8KmZcflQU1NDYmKiuNM68H6/vuHDh+Pdu3fF2nX98ePHqFmzJkJCQtCmTRuxfeHChdi+fTtu3ryZ5znv3r2Dl5cXtm/fDkEQYGpqiqFDh2Lp0qV48uQJTExM8OzZM4wZMwaHDh2CTCZDvXr14Orqil9//RVv375FfHw8HBwccPToUXFC5Oeff47mzZsXOAE9PT1d4fLalJQUWFpaIjk5ucSTF4lINfTu3RuHDh3CuHHjMGDAAKnjlAuBgYE4ePAg9uzZo9AeHByM1atX448//uBin1RkGRkZSE1Nhaura56LK0oqJSUFhoaGJfr+LtZpvvv37+e5NLR///44f/48AgICihWkRo0aUFdXz3MU6unTpx9dsVVHRwcBAQF4+/YtYmNjERcXBysrK+jr64v5jI2NsX//fqSmpuLBgwe4efMm9PT0xFVmw8PD8fTpU9jb20NDQwMaGho4ffo0Vq1aBQ0NjY8WhlpaWuJVH8q4+oOIVE/u/ElVP80npf379+PmzZt4/Pgxjh49il27dinMiUpLS8P9+/fx22+/oVevXiykqEIq1mm+Dyf9fahJkyYFXnJaEE1NTdjb2yM4OFjhPHFwcDD69OlT4HPlcrm4Eu6uXbvQs2fPPIemc692yczMRFBQkPhX5pdffonr168r9B05ciQaNWqE6dOnc5EzokosdwLwiRMn0LVrVzg6OkqcSPU8evQIgYGBSElJgampKQYMGCCu/g28/0wODAyEnZ2dQjtRRVLo03xTp07Fjz/+iCpVqihMnMvPhyvmFsXu3bvh4eGB9evXo02bNvD398fGjRsRFRWFOnXqYObMmXj06JE4DyAmJgYXL16Ek5MTXr58CV9fXwQHByM8PFzcN/DChQt49OgRmjdvjkePHmHevHm4f/8+Ll++jKpVq+abozCn+f5NGYcJiUi1REZGomnTpgDeLwS5cePGQq/aTUTKo+qn+Qp9ZCoiIkK8Qi4iIuKj/Qq7dkh+3N3d8fz5cyxYsAAJCQlo0qQJ/vrrL/FIWEJCAuLi4sT+2dnZWLFiBW7dugW5XA4XFxeEhIQobMCclpaG2bNn4969e9DT00P37t2xffv2jxZSRES5mjRpglWrVmHixIl4/PgxNm3ahIkTJ0odi4hUTLEmoFNePDJFVDG9evUKdnZ2iI+PBwD8/PPPaN68ubShiCoZVT8yVXF28SQiKgVVq1ZFcHCweP+nn3765PYgRFS5FPo036fmSX2ouHOmiIhUkY2NDY4ePYrOnTvj+fPn4nYeRERAEedMFUZJ5kwREamqTp06oXbt2oiLi8PcuXOxatUqft4REYAiFFMnT54szRxERCqvQ4cOCAwMRGRkJB48eKBwsQsRVV7FWmcqV3R0NOLi4pCRkSG2yWQy9OrVq8TBiIhUzcaNGxEYGAgAOH36NIspIgJQzGLq3r176Nu3L65fvw6ZTCZOxsw95F2c7WSIiFSdtrY2Bg4ciF27dmHLli2wtbVFq1atpI5FRBIr1tV8kyZNgrW1NZ48eQJdXV1ERUXhzJkzcHBwwKlTp5QckYhIdXy4Se706dNx9epVCdMQkSooVjEVGhqKBQsWwNjYGGpqalBTU0P79u3h4+PDBe2IqEKztbXF8ePHxfsHDx6UMA0RqYJiFVPZ2dnQ09MD8H6D4sePHwN4v2cfNwQlooruiy++wKJFiwAAz58/lzgNEUmtWHOmmjRpgmvXrqFu3bpwcnLC0qVLoampCX9/f9StW1fZGYmIVE7uKuivXr2SNAcRSa9YR6Zmz56NnJwcAO9XA37w4AGcnZ3x119/YdWqVUoNSESkiszNzQEASUlJuH79OtLS0iRORERSUdrefC9evEC1atUq7SJ23JuPqHJJSkqCsbGxeN/IyAjbt2+Hrq6uhKmIKqZKszefkZFRpS2kiKjyqVGjBtasWYP27dtDW1sbL168wLhx43iEiqgSKvainWlpabh27RqePn0qnvLL1bt37xIHIyJSdePHj8f48ePh5eWFtWvXIi4uDqdPn0aXLl2kjkZEZahYxdThw4cxbNgwJCUl5XlMJpNx0U4iqlR8fX1x8OBBPHz4EA8ePJA6DhGVsWKd5vP29sbXX3+NhIQE5OTkKNxYSBFRZaOlpYXRo0cDAHbu3Inz589LnIiIylKxiqmnT59i6tSpMDU1VXYeIqJyqUePHuLPy5cvR3p6uoRpiKgsFauY+uqrr7htDBHRBxwdHXHhwgUA7xfy/PHHHyVORERlpVhzplavXo2vv/4aZ8+eRdOmTSGXyxUe55YyRFQZOTo6omPHjjh9+jRu3rwJQRB4lTNRJVCsYuq3337DkSNHoKOjg1OnTil8WMhkMhZTRFQpyWQy7NixA7Vq1cLz58/x5s0bpa+JQ0Sqp9groC9YsADJycmIjY3F/fv3xdu9e/eUnZGIqNwwMzODuro6AOCbb76ROA0RlYViFVMZGRlwd3eHmprS1vwkIqoQ1NXVMWnSJADvL9bhRshEFV+xqqHhw4dj9+7dys5CRFQhrFixAkZGRgCQ73p8RFSxFGvOVHZ2NpYuXYojR47Azs4uzwR0X19fpYQjIiqvTE1N8eLFC4SHh8PGxkbqOERUiopVTF2/fh0tWrQAAERGRio8xitXiIiAWrVq4caNG9i4cSO0tLTQr18/fj4SVVAyQRAEqUNUBMrYdZqIKo6zZ8/CxcVF3BXC0NAQjo6OcHV1hZOTk8TpiMqXjIwMpKamwtXVVelXyCrj+7vIc6YyMzPh4uKCmJiYYv1CIqLKwNnZGbdv34aDgwMAIDk5GceOHcOMGTM4KZ2ogilyMSWXyxEZGcnD1UREn2BtbY1Lly7h4cOHWLNmjdj+1VdfYc6cOSyqiCqIYl3NN2zYMGzevFnZWYiIKqSaNWti/Pjx2LJlC/T09AAA586dw9dff42LFy9KnI6ISqpYE9AzMjKwadMmBAcHw8HBAVWqVFF4nFfzERHlNXz4cAwdOhTz5s3DTz/9BEEQsGvXLrRq1UrqaERUAsUqpiIjI9GyZUsAyDN3iqf/iIg+Tl1dHT/++CNsbW0xZMgQRERE4OTJk3BxcZE6GhEVU7GKqZMnTyo7BxFRpdKjRw/I5XJkZmZi5cqV+Pzzz/nHKFE5VaxiCgBevXqFzZs348aNG5DJZGjcuDFGjRoFQ0NDZeYjIqqQDA0NERoaCgcHByQnJ+PVq1eoVq2a1LGIqBiKNQE9LCwM9erVw88//4wXL14gKSkJvr6+qFevHi5fvqzsjEREFZK9vT3MzMwAALNmzUJOTo7EiYioOIpVTE2ZMgW9e/dGbGws9u7di3379uH+/fvo2bMnJk+erOSIREQVV9u2bQEAN27cgKenJ5KTkyVORERFVewjU9OnT4eGxv8/S6ihoYFp06YhLCxMaeGIiCq6nTt3omnTpgCA27dv4++//5Y4EREVVbGKKQMDA8TFxeVpj4+PV/oy70REFZmmpibCw8PRunVrAMj3s5WIVFuxiil3d3eMHj0au3fvRnx8PB4+fIhdu3bhm2++waBBg5SdkYioQpPL5Rg5ciQA4O+//8bTp08lTkRERVGsq/mWL18OmUyGYcOGISsrC8D7D4Nx48Zh8eLFSg1IRFQZ2NnZiT8PHDgQixcv5mKeROWETBAEobhPfvv2Le7cuQMAqF+/PnR1dZUWrLxRxq7TRFR5CYKAWbNmwcfHR2zr168fJkyYIGEqItWQkZGB1NRUuLq6Kn06kTK+v4t1mi+Xrq4u7OzsYGdnV6kLKSKikpLJZFi0aBEOHDgALS0tAMDevXuRkJAgcTIi+pQiFVNqampQV1cv8PbhFX5ERFQ0vXv3RmJionj/7t27EqYhosIoUuWzb9++jz4WEhICPz8/lOCsIRERAahatSp69+6NgwcPYs6cOdi9ezdMTEykjkVEH1GkYqpPnz552m7evImZM2fi0KFDGDJkCH788UelhSMiqqzc3d1x8OBBAIC/vz9mzZrFvfuIVFSx50w9fvwYY8aMgZ2dHbKysnDlyhVs3boVtWvXVmY+IqJKafDgwfjhhx8AAMePH8eePXskTkREH1PkYio5ORnTp09H/fr1ERUVhePHj+PQoUNo0qRJaeQjIqq0xo0bJ17cs379eqxcuRLv3r2TOBUR/VuRTvMtXboUS5YsgZmZGXbu3JnvaT8iIlIOMzMz3L17F/Xq1cPbt2+xf/9+HDlyBCNHjoShoSHU1dXRsmVLVKtWTeqoRJVakdaZUlNTg46ODlxdXaGurv7Rfnv37lVKuPKE60wRUWnJzMzE8OHDsXPnzjyP2dnZYeXKlRKkIio7FWqdqWHDhmHAgAEwMjKCoaHhR29ERKQ8crkcv/32G27fvg13d3c4Ozujbt26AIBr165h1apVEickqtxKtAI6/X88MkVEZSknJweNGjXC7du3AQBVqlRBjRo1UL9+fbRv3x7Ozs4FnkEgKk8q1JGpsrB27VpYW1tDW1sb9vb2OHv2bIH916xZA1tbW+jo6MDGxgbbtm1TeDwzMxMLFixAvXr1oK2tjWbNmuHw4cMKfXx8fODo6Ah9fX2YmJjAzc0Nt27dUvp7IyJSFjU1NVy7dg2urq4AgNTUVDx48ADHjx/H/PnzMXLkSKSnp0uckqhyUKliavfu3Zg8eTJmzZqFiIgIODs7o1u3boiLi8u3/7p16zBz5kzMmzcPUVFRmD9/Pry8vHDo0CGxz+zZs7Fhwwb4+fkhOjoanp6e6Nu3LyIiIsQ+p0+fhpeXF86fP4/g4GBkZWWhc+fOSE1NLfX3TERUXNra2jh69CgiIyNx4sQJ+Pr6okGDBgCA+Ph4DBgwAG/fvpU4JVHFp1Kn+ZycnNCyZUusW7dObLO1tYWbm5vC5p+52rZti3bt2mHZsmVi2+TJkxEWFoZz584BACwsLDBr1ix4eXmJfdzc3KCnp4fAwMB8czx79gwmJiY4ffo0OnToUKjsPM1HRKrCx8cH33//PQDgxx9/RPv27SVORFQyPM1XSBkZGQgPD0fnzp0V2jt37oyQkJB8n5Oeng5tbW2FNh0dHVy8eBGZmZkF9skttvKTnJwMADAyMvpon/T0dKSkpCjciIhUwcyZMzF48GAAwJw5c7B161Z+RhGVIpUpppKSkpCdnQ1TU1OFdlNTU4VNPz/UpUsXbNq0CeHh4RAEAWFhYQgICEBmZiaSkpLEPr6+vrh9+zZycnIQHByMAwcOfHQndkEQMHXqVLRv377AhUh9fHwUrmC0tLQs5jsnIlK+gQMHij9v2bIFY8aMwZMnTyRMRFRxqUwxlevfe08JgvDR/ajmzJmDbt26oXXr1pDL5ejTpw9GjBgBAOJVLCtXrkSDBg3QqFEjaGpqwtvbGyNHjvzoVS7e3t64du1avuu5fGjmzJlITk4Wb/Hx8UV8p0REpadXr1548OABevbsCQB4+vQpJk6ciJycHImTEVU8KlNM1ahRA+rq6nmOQj19+jTP0apcOjo6CAgIwNu3bxEbG4u4uDhYWVlBX18fNWrUAAAYGxtj//794pUuN2/ehJ6eHqytrfO83oQJE3Dw4EGcPHkStWrVKjCvlpYWDAwMFG5ERKqkdu3aOHjwIJYuXQrg/efpjh07JE5FVPGoTDGlqakJe3t7BAcHK7QHBwejbdu2BT5XLpejVq1aUFdXx65du9CzZ0+oqSm+NW1tbdSsWRNZWVkICgpS2ApHEAR4e3tj7969OHHiRL6FFhFReSSTyfDf//4XrVq1AgAEBATg2bNnEqciqlhUppgCgKlTp2LTpk0ICAjAjRs3MGXKFMTFxcHT0xPA+1Nrw4YNE/vHxMQgMDAQt2/fxsWLFzFw4EBERkZi0aJFYp8LFy5g7969uHfvHs6ePYuuXbsiJycH06ZNE/t4eXkhMDAQv/32G/T19ZGYmIjExERuKEpEFcb27dvFn/ft2wcVupCbqNxTqWLK3d0dv/zyCxYsWIDmzZvjzJkz+Ouvv1CnTh0AQEJCgsKaU9nZ2VixYgWaNWuGTp06IS0tDSEhIbCyshL7pKWlYfbs2WjcuDH69u2LmjVr4ty5c6hatarYZ926dUhOTsbnn38Oc3Nz8bZ79+6yeutERKWqYcOG6Nu3LwBg586duH79usSJiCoOlVpnqjzjOlNEpOouX74Me3t7AMDYsWMVrvgjUmVcZ4qIiFRCy5YtMWbMGADAq1evpA1DVIGwmCIiqkSMjY0BAMeOHUNGRobEaYgqBhZTRESViLm5OQDg+fPnn1xPj4gKh8UUEVElMnDgQHGLrd9//51XLRMpAYspIqJKpEaNGjh69CgAIDU1FX379sWGDRskTkVUvrGYIiKqZFq3bo1+/fpBV1cX6enp2LVrl7jBOxEVHYspIqJKRi6XIygoSOGKvo9tKE9En8ZiioiokpLL5bC1tQUArFq1ilf3ERUTiykiokrM0dERABAdHY2xY8fydB9RMbCYIiKqxNauXSsenYqNjcWePXskTkRU/rCYIiKqxKpUqYKQkBDUrVsXwPsN5ImoaFhMERFVclWrVsWKFSsAAGFhYRg/frzCpvJEVDAWU0REBGdnZ1SrVg0AcOPGDQwfPhw//vgjJ6UTFQKLKSIiQvXq1ZGUlITZs2ejRo0aAIATJ06gZ8+eiI2NlTYckYpjMUVERAAANTU1/Pjjj0hMTMTAgQMBAJmZmfD09MSjR48kTkekulhMERGRAnV1dezcuROLFi0CAKSnp2PdunUSpyJSXSymiIgoX9OnT8fgwYMBAPHx8RKnIVJdLKaIiChfampq+P777wEAcXFxuHTpksSJiFQTiykiIvooKysr8WcfHx8IgiBdGCIVxWKKiIg+qkqVKggODgYAvHz5Enfu3JE4EZHqYTFFREQFcnV1hYmJCQDgP//5D+bOnYs3b95InIpIdbCYIiKiT1qyZIn485kzZ3DkyBEJ0xCpFhZTRET0SSNGjEBycrI4h2rnzp149+6dtKGIVASLKSIiKhQDAwN8++23AIDnz59j6tSpOHLkCBISEiRORiQtFlNERFRoQ4YMQcuWLQEAN2/exOLFi/HNN9/wKBVVaiymiIio0KpVq4bw8HD89ttvGDBgAADg7du3+OeffyRORiQdFlNERFRkgwYNwu7du9GhQwcAwMKFC3Hz5k2JUxFJg8UUEREV24IFC8Sfr127JmESIumwmCIiomLr2LEjPD09AQCnT59GRkaGxImIyh6LKSIiKpGGDRsCAKKjo7F9+3aJ0xCVPRZTRERUImPGjEGdOnUAAIGBgdizZw+ys7MlTkVUdlhMERFRiejp6eHChQuQy+UAgHXr1uGbb75hQUWVBospIiIqMVNTU1y9ehXNmjUDAMTGxmL8+PFIS0uTOBlR6WMxRURESmFra4srV65g+PDhAICYmBgMGjQIjx49kjgZUeliMUVERErl5+cHNzc3AMCrV68wdOhQRERESBuKqBSxmCIiIqXS19fH3r17sWTJErFt3bp1EiYiKl0spoiISOlkMhmmTZuGzZs3AwBu376No0ePSpyKqHSwmCIiolLj4eEBXV1dAMCyZcuQmZkpcSIi5WMxRUREpUYulyMkJAQAkJWVhSdPnkiciEj5WEwREVGpatasGSwsLAAA9+7dkzgNkfKxmCIiolJnbm4OAJg7dy6eP38ucRoi5WIxRUREpW7KlCniz1evXpUwCZHysZgiIqJSN2TIEPTr1w8AsGHDBq6MThUKiykiIioTNjY2AICnT59i3759EqchUh4WU0REVCYmTZoEAwMDAIC/vz9iY2OlDUSkJCymiIioTJiammLHjh3ifa6KThUFiykiIioz3bt3xzfffAMAuHjxIhISEiRORFRyMkEQBKlDVAQpKSkwNDREcnKyeBibiIjyevLkCczMzMT79erVg6amJnR0dDB06FC0aNFCwnSkijIyMpCamgpXV1fo6+sr9bWV8f2todREREREn2BqaorFixdjxowZAIC7d++Kj12+fBnu7u744osvYGpqCkNDQ6liEhWayp3mW7t2LaytraGtrQ17e3ucPXu2wP5r1qyBra0tdHR0YGNjg23btik8npmZiQULFqBevXrQ1tZGs2bNcPjw4RL/XiIiKr7p06fj3bt3OHjwIAIDA/HLL7+Ij+3evRtjx47FV199hcjISOlCEhWSShVTu3fvxuTJkzFr1ixERETA2dkZ3bp1Q1xcXL79161bh5kzZ2LevHmIiorC/Pnz4eXlhUOHDol9Zs+ejQ0bNsDPzw/R0dHw9PRE3759ERERUezfS0REJaetrY1evXphyJAhmDRpEmJjY9GmTRtUq1YNwPu9/CZMmIBz585JnJSoYCo1Z8rJyQktW7ZUuMLD1tYWbm5u8PHxydO/bdu2aNeuHZYtWya2TZ48GWFhYeL/+SwsLDBr1ix4eXmJfdzc3KCnp4fAwMBi/d78cM4UEZFyZGdn49KlS2jTpo3Y1r59e7Rr1w7A+yKsTZs20NLSkioilTHOmSqkjIwMhIeHi+fQc3Xu3Fnccfzf0tPToa2trdCmo6ODixcvIjMzE3K5/KN9cout4vze3N+dnp4u3k9JSfn0myQiok9SV1dH69atce3aNdjZ2QEAzp07p3CEys3NDZMmTZIqIpEClTnNl5SUhOzsbJiamiq0m5qaIjExMd/ndOnSBZs2bUJ4eDgEQUBYWBgCAgKQmZmJpKQksY+vry9u376NnJwcBAcH48CBA+LluMX5vQDg4+MDQ0ND8WZpaVmSt09ERP/StGlTPH/+HN988w1at24NJycnNG7cGACwf/9+/PrrrxInJHpPZYqpXDKZTOG+IAh52nLNmTMH3bp1Q+vWrSGXy9GnTx+MGDECwPu/bABg5cqVaNCgARo1agRNTU14e3tj5MiR4uPF+b0AMHPmTCQnJ4u3+Pj4or5VIiL6BCMjI2zcuBGhoaE4f/68whmD48ePS5iM6P9TmWKqRo0aUFdXz3M06OnTp3mOGuXS0dFBQEAA3r59i9jYWMTFxcHKygr6+vqoUaMGAMDY2Bj79+9HamoqHjx4gJs3b0JPTw/W1tbF/r0AoKWlBQMDA4UbERGVLkNDQzx48AAA8OjRIyxevFjiREQqVExpamrC3t4ewcHBCu3BwcFo27Ztgc+Vy+WoVasW1NXVsWvXLvTs2RNqaopvTVtbGzVr1kRWVhaCgoLQp0+fEv9eIiIqe5aWluKmyUeOHClwSgZRWVCZCegAMHXqVHh4eMDBwQFt2rSBv78/4uLi4OnpCeD9qbVHjx6Ja0nFxMTg4sWLcHJywsuXL+Hr64vIyEhs3bpVfM0LFy7g0aNHaN68OR49eoR58+YhJycH06ZNK/TvJSIi1SGTyXD16lXo6+sjMzMTgwYNQps2bTBx4kSYmZkhNTUVhw8fRlZWFtzc3HjVH5U6lSqm3N3d8fz5cyxYsAAJCQlo0qQJ/vrrL9SpUwcAkJCQoLD2U3Z2NlasWIFbt25BLpfDxcUFISEhsLKyEvukpaVh9uzZuHfvHvT09NC9e3ds374dVatWLfTvJSIi1aKlpYWlS5diypQpAIDQ0FCEhoaiYcOGuHv3LrKzswEAf/zxB5YtW6bwvUCkbCq1zlR5xnWmiIjKXlZWFn788UcsWLCgwH7Lly+Hvb19GaUiZVP1daZYTCkJiykiIulcuXIFGzduxNu3b6Gvrw97e3s8e/YM//3vf8U+1tbW8PT0hKOjY4FXa5PqYTFVSbCYIiJSPWfPnkWHDh0U2uRyOX744Qe0b99eolRUVKpeTKnM1XxERETK5uzsjCdPnmDEiBEwMzMDAGRmZmLOnDm4dOmSxOmoomAxRUREFZqJiQl+/fVXJCQkKGxyP23aNOzcuRNXrlxBTEyMOGmdqKhU6mo+IiKi0tS8eXMcP34cX375JQDA399ffCz3CsHc/QCJCotzppSEc6aIiMqPixcvYvHixYiOjkZ8fDzevn0LAKhbty42b94scbrKKScnBy9evEBUVBRevHgBXV1dvH79GpGRkXjy5Anevn2LCxcuiKdrlUUZ3988MkVERJVOq1atsHfvXvG+n58fJk6ciHv37iEoKAj9+/eXMF3lcP/+fRw/fhzR0dFISkrCkydPkJGRUeBzVPX4D49MKQmPTBERlW8NGjTAnTt3AACjRo3C0KFDuYRCKRAEATt37sTGjRvzPCaTyWBqagq5XA5tbW1oaWlBX18fdnZ2cHZ2xoABAyCXy5Wah0emiIiIlOTo0aOoW7cuACAgIAB2dnZo1qyZxKkqltjYWCxcuFAsWgHA29sbTk5OqFWrFho1agQDAwPo6OgAQLkpZnlkSkl4ZIqIqPy7evUqmjdvLt4fO3YsOnXqhOrVq0sXqgIQBAFBQUFYs2aN2GZtbY3jx4/DyspK0qKJ60wREREpUbNmzbBq1Srx/oYNGzBixAi8ePFCwlTlW3JyMmbMmKFQSE2bNg3Xr1+HtbV1uTn6VBAemVISHpkiIqoYcnJycPToUSxevBinT58GANSsWRObN2/G7du38fjxYyQmJiImJgaampqoW7cuOnTogNq1a0ucXLW8ePECq1evxsmTJ8U2R0dH/Pzzz2jXrp2EyRRxOxkVwmKKiKhiEQQBEyZMUDiiUhBbW1ssWbJE6dudlDeZmZnw9fXF4cOHxbZq1arBw8MDP/zwg8qdMmUxpUJYTBERVUzu7u7Ys2cPAEBTUxMNGjSApaUlTExMEB0djbCwMIX+s2bNgqurqxRRJScIApYuXSoWUmZmZujduzfmzZsHU1NTqKmp3uwiFlMqhMUUEVHFlJOTgzt37kBTUxOGhoYwMDCAurq6+HhWVhY8PT0VFvu0tbXF4sWLK933wblz5zBnzhwAgIuLC/bt2wdDQ0OJUxWME9CJiIhKmZqaGho2bAgrKytUq1ZNoZACAA0NDWzatAnHjx+HkZERAODGjRvo06cPLly4IEVkyXy4efSSJUtUvpBSFhZTRERESvDFF18gPj4egwYNEttmzJiBOXPm4M2bNxImK32vX7/GgQMHcPDgQQDA0qVL4ejoKHGqssPTfErC03xERAS8nze0b98+uLu7IysrC8D7o1fOzs4wMzNDfHw8jIyM0K5dO7Rq1UritCWTlZWFHTt2YMuWLQrtJ06cgIuLizShiohzplQIiykiIvpQTk4OhgwZgl27dn20j6mpKapUqYI2bdrAyckJDRs2hJaWVhmmLJ779+8jMDAQJ06cENvU1NTw5ZdfYvjw4fj666+hqakpYcLCYzGlQlhMERFRfl6+fIn//ve/uHTpEnR1deHg4IDVq1fn21dHRwetWrXC0KFDUb9+/TJO+mmJiYnw8/NDSEiI2KatrY1evXrhu+++K5dH2lhMqRAWU0REVFh3797F+vXrIZPJEBYWhmfPniEyMlKhT/369fHdd9/BxsZGopTvvXv3DqGhoTh69KjChPoqVapg1qxZGDZsGMzMzPJMzC8vWEypEBZTRERUEq9fv8bUqVPx66+/Ijs7W2yvUqUKpk2bhjZt2kAul5dZnuzsbGzbtg3btm1TaDc0NET//v0xc+ZM1KtXr9xvB8NiSoWwmCIiImXIzs7GmjVrsGrVKty9e1fhMblcDk1NTdjZ2WHixIkwMzMr0msLgoDY2FhcuXIFz58/x7Nnz5CWlgZjY2MYGBggLS0NGRkZePnyJSIjI/H06VPxufXr18fgwYPh6ekJc3NzpbxXVcBiSoWwmCIiImULDAzE+vXrcenSJWRkZOR5vEuXLpg0aRJ0dHQ++VqXL1+Gr68vHj16VKQMTZo0QWBgIJo2baqSK5iXFIspFcJiioiISsvbt2/x7NkzJCcn45dffsGvv/6q8PgXX3wBT09PGBkZ4erVq3jx4gVsbW2ho6ODW7du4dixYwpX3jVr1gz16tWDgYEBdHV1kZKSgtevX6NKlSrQ1NRE1apVYW1tjW7duqFOnTrl5sq84mAxpUJYTBERUVmJj4/HiBEjFAqkwqhduzbWrVsHV1fXCl0gFQW3kyEiIqqELC0tcfz4cTx//hweHh55HtfW1hZ/rlmzJpo3bw43NzeEhYWhe/fuLKSUjEemlIRHpoiISCrPnz/H7t278eDBA3z++edwdXXFu3fv8PjxY1hZWSkUV6SIp/lUCIspIiKi8oen+YiIiIgkxmKKiIiIqARYTBERERGVAIspIiIiohJgMUVERERUAiymiIiIiEqAxRQRERFRCbCYIiIiIioBFlNEREREJcBiioiIiKgEWEwRERERlQCLKSIiIqISYDFFREREVAIaUgeoKARBAPB+92kiIiIqH3K/t3O/x4uDxZSSvH79GgBgaWkpcRIiIiIqqtevX8PQ0LBYz5UJJSnFSJSTk4PHjx9DX18fMplMaa+bkpICS0tLxMfHw8DAQGmvW5FwjAqPY1U0HK+i4XgVDcer8EpzrARBwOvXr2FhYQE1teLNfuKRKSVRU1NDrVq1Su31DQwM+H+2T+AYFR7Hqmg4XkXD8SoajlfhldZYFfeIVC5OQCciIiIqARZTRERERCXAYkrFaWlpYe7cudDS0pI6isriGBUex6poOF5Fw/EqGo5X4an6WHECOhEREVEJ8MgUERERUQmwmCIiIiIqARZTRERERCXAYoqIiIioBFhMEREREZUAi6liOnPmDHr16gULCwvIZDLs379f4fEnT55gxIgRsLCwgK6uLrp27Yrbt28r9Ll79y769u0LY2NjGBgYYMCAAXjy5IlCn8uXL6NTp06oWrUqqlevjv/85z948+bNJ/Ndv34dHTt2hI6ODmrWrIkFCxYobOKYkJCAwYMHw8bGBmpqapg8eXKxxyI/5X18zp07h3bt2qF69erQ0dFBo0aN8PPPPxd/QD6hvI/XqVOnIJPJ8txu3rxZ/EH5iPI+ViNGjMh3rD777LPiD8onlPcxA4A1a9bA1tYWOjo6sLGxwbZt24o3GJ+gymOVlpaGESNGoGnTptDQ0ICbm1uePqX92f4hHx8fODo6Ql9fHyYmJnBzc8OtW7cU+giCgHnz5sHCwgI6Ojr4/PPPERUVpdAnPT0dEyZMQI0aNVClShX07t0bDx8+VOjz8uVLeHh4wNDQEIaGhvDw8MCrV68+mbGsvgtZTBVTamoqmjVrhtWrV+d5TBAEuLm54d69ezhw4AAiIiJQp04duLq6IjU1VXx+586dIZPJcOLECfzzzz/IyMhAr169kJOTAwB4/PgxXF1dUb9+fVy4cAGHDx9GVFQURowYUWC2lJQUdOrUCRYWFrh06RL8/PywfPly+Pr6in3S09NhbGyMWbNmoVmzZsobmP9T3senSpUq8Pb2xpkzZ3Djxg3Mnj0bs2fPhr+/v/IG6QPlfbxy3bp1CwkJCeKtQYMGJR+cfynvY7Vy5UqFMYqPj4eRkRG+/vpr5Q3Sv5T3MVu3bh1mzpyJefPmISoqCvPnz4eXlxcOHTqkvEH6P6o8VtnZ2dDR0cHEiRPh6uqab5/S/mz/0OnTp+Hl5YXz588jODgYWVlZ6Ny5szgWALB06VL4+vpi9erVuHTpEszMzNCpUye8fv1a7DN58mTs27cPu3btwrlz5/DmzRv07NkT2dnZYp/BgwfjypUrOHz4MA4fPowrV67Aw8OjwHxl+l0oUIkBEPbt2yfev3XrlgBAiIyMFNuysrIEIyMjYePGjYIgCMKRI0cENTU1ITk5Wezz4sULAYAQHBwsCIIgbNiwQTAxMRGys7PFPhEREQIA4fbt2x/Ns3btWsHQ0FBIS0sT23x8fAQLCwshJycnT/+OHTsKkyZNKvL7LqzyPj65+vbtKwwdOrTwb7yYyuN4nTx5UgAgvHz5skTvvajK41j92759+wSZTCbExsYW7c0XU3kcszZt2gjfffedwvMmTZoktGvXrhgjUHiqNlYfGj58uNCnT58C+5T2Z/u/PX36VAAgnD59WhAEQcjJyRHMzMyExYsXi33S0tIEQ0NDYf369YIgCMKrV68EuVwu7Nq1S+zz6NEjQU1NTTh8+LAgCIIQHR0tABDOnz8v9gkNDRUACDdv3vxonrL8LuSRqVKQnp4OANDW1hbb1NXVoampiXPnzol9ZDKZwmqu2traUFNTU+ijqampsIu1jo4OAIh98hMaGoqOHTsqvHaXLl3w+PFjxMbGlvwNllB5HJ+IiAiEhISgY8eORXy3JVeexqtFixYwNzfHl19+iZMnTxbzHRdfeRqrXJs3b4arqyvq1KlTxHerHOVhzNLT0xXy5b72xYsXkZmZWZy3XSxSj5WqS05OBgAYGRkBAO7fv4/ExER07txZ7KOlpYWOHTsiJCQEABAeHo7MzEyFPhYWFmjSpInYJzQ0FIaGhnBychL7tG7dGoaGhmKf/JTldyGLqVLQqFEj1KlTBzNnzsTLly+RkZGBxYsXIzExEQkJCQDe/4dQpUoVTJ8+HW/fvkVqair++9//IicnR+zzxRdfIDExEcuWLUNGRgZevnyJ77//HgDEPvlJTEyEqampQlvu/cTExNJ4y0VSnsanVq1a0NLSgoODA7y8vPDNN98obRwKqzyMl7m5Ofz9/REUFIS9e/fCxsYGX375Jc6cOaP08ShIeRirDyUkJODvv/+W5L+rXOVhzLp06YJNmzYhPDwcgiAgLCwMAQEByMzMRFJSktLH5GOkHitVJggCpk6divbt26NJkyYA/v+/X37/vrmPJSYmQlNTE9WqVSuwj4mJSZ7faWJiUuB3Wll+F7KYKgVyuRxBQUGIiYmBkZERdHV1cerUKXTr1g3q6uoAAGNjY/z+++84dOgQ9PT0YGhoiOTkZLRs2VLs89lnn2Hr1q1YsWIFdHV1YWZmhrp168LU1FShj56eHvT09NCtWzcxg0wmU8gk/N+Eu3+3S6E8jc/Zs2cRFhaG9evX45dffsHOnTtLbVw+pjyMl42NDcaMGYOWLVuiTZs2WLt2LXr06IHly5eX+vh8qDyM1Ye2bNmCqlWr5juRuKyUhzGbM2cOunXrhtatW0Mul6NPnz7i/KLc1y4LqjBWqsrb2xvXrl3L9zMyv3/fT30X/btPfv0/7CP1d6GGUl+NRPb29rhy5QqSk5ORkZEBY2NjODk5wcHBQezTuXNn3L17F0lJSdDQ0EDVqlVhZmYGa2trsc/gwYMxePBgPHnyBFWqVIFMJoOvr6/Y56+//hIPc+ceJjYzM8tTdT99+hRA3r8QpFJexif3dZo2bYonT55g3rx5GDRokJJH49PKy3h9qHXr1ggMDFTOABRBeRkrQRAQEBAADw8PaGpqKn8gikDVx0xHRwcBAQHYsGEDnjx5Ih4J1dfXR40aNUpvYPIh5VipqgkTJuDgwYM4c+YMatWqJbabmZkBeH8UyNzcXGx/+vSp+G9rZmYmHp378OjU06dP0bZtW7HPv6+GBIBnz56JryP5d2GxZlqRAvxrkmJ+YmJiBDU1NeHIkSMf7XP8+HFBJpMVOKFu8+bNgq6uboETfdeuXStUrVpVSE9PF9sWL16sMhPQ86PK45NrwYIFQp06dQp8H8pQUcarf//+gouLS4Hvo6TK81jlTtq/fv16gfmVrTyP2Yc6dOggDBo0qMD3UVKqNlYfUoUJ6Dk5OYKXl5dgYWEhxMTE5Pu4mZmZsGTJErEtPT093wnou3fvFvs8fvw43wnoFy5cEPucP3++UBPQy+q7kMVUMb1+/VqIiIgQr8Dw9fUVIiIihAcPHgiCIAh79uwRTp48Kdy9e1fYv3+/UKdOHaFfv34KrxEQECCEhoYKd+7cEbZv3y4YGRkJU6dOVejj5+cnhIeHC7du3RJWr14t6OjoCCtXriww26tXrwRTU1Nh0KBBwvXr14W9e/cKBgYGwvLlyxX65ea3t7cXBg8eLERERAhRUVFKGJ3yPz6rV68WDh48KMTExAgxMTFCQECAYGBgIMyaNUsp4/Nv5X28fv75Z2Hfvn1CTEyMEBkZKcyYMUMAIAQFBSlphP6/8j5WuYYOHSo4OTmVcDQKp7yP2a1bt4Tt27cLMTExwoULFwR3d3fByMhIuH//vnIG6AOqPFaCIAhRUVFCRESE0KtXL+Hzzz8Xs36oND/bPzRu3DjB0NBQOHXqlJCQkCDe3r59K/ZZvHixYGhoKOzdu1e4fv26MGjQIMHc3FxISUkR+3h6egq1atUSjh07Jly+fFn44osvhGbNmglZWVlin65duwp2dnZCaGioEBoaKjRt2lTo2bNngfnK8ruQxVQx5f5V+e/b8OHDBUEQhJUrVwq1atUS5HK5ULt2bWH27NkK1bEgCML06dMFU1NTQS6XCw0aNBBWrFiRp1r28PAQjIyMBE1NTcHOzk7Ytm1bofJdu3ZNcHZ2FrS0tAQzMzNh3rx5eV47v/zKOvJS3sdn1apVwmeffSbo6uoKBgYGQosWLYS1a9cqXMqsTOV9vJYsWSLUq1dP0NbWFqpVqya0b99e+N///leyQfmI8j5WgvD+Q15HR0fw9/cv/kAUQXkfs+joaKF58+aCjo6OYGBgIPTp06fAIxIloepjVadOnXzzfag0P9s/9XsACL/++qvYJycnR5g7d65gZmYmaGlpCR06dMhzNPbdu3eCt7e3YGRkJOjo6Ag9e/YU4uLiFPo8f/5cGDJkiKCvry/o6+sLQ4YMKdRRvLL6LpT93wsRERERUTHwaj4iIiKiEmAxRURERFQCLKaIiIiISoDFFBEREVEJsJgiIiIiKgEWU0REREQlwGKKiIiIqARYTBERERGVAIspIiIiohJgMUVERERUAiymiIiIiErg/wF5Sy0U3S4mCwAAAABJRU5ErkJggg==", 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" ] @@ -2432,12 +2470,12 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 37, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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100.000000 \n", + "... ... ... ... ... \n", + "8755 1999-12-31 19:30:00-07:00 0.0 NaN 30.469717 \n", + "8756 1999-12-31 20:30:00-07:00 0.0 NaN 30.469717 \n", + "8757 1999-12-31 21:30:00-07:00 0.0 NaN 30.469717 \n", + "8758 1999-12-31 22:30:00-07:00 0.0 NaN 30.469717 \n", + "8759 1999-12-31 23:30:00-07:00 0.0 NaN 30.469717 \n", "\n", - " NC tau Jsc Voc Isc FF Pmp \n", - "0 0.000000e+00 120.0 38.541512 0.659445 9.211421 0.839768 5.101107 \\\n", - "1 0.000000e+00 120.0 38.541512 0.659445 9.211421 0.839768 5.101107 \n", - "2 5.269266e-36 120.0 38.541512 0.659445 9.211421 0.839768 5.101107 \n", - "3 1.580780e-35 120.0 38.541512 0.659445 9.211421 0.839768 5.101107 \n", - "4 3.161560e-35 120.0 38.541512 0.659445 9.211421 0.839768 5.101107 \n", - "... ... ... ... ... ... ... ... \n", - "8755 NaN NaN NaN 0.000000 NaN 0.328504 NaN \n", - "8756 NaN NaN NaN 0.000000 NaN 0.328504 NaN \n", - "8757 NaN NaN NaN 0.000000 NaN 0.328504 NaN \n", - "8758 NaN NaN NaN 0.000000 NaN 0.328504 NaN \n", - "8759 NaN NaN NaN 0.000000 NaN 0.328504 NaN \n", + " NB NC tau Jsc Voc Isc \\\n", + "0 0.000000e+00 0.000000e+00 120.000000 41.454173 0.661317 9.982165 \n", + "1 1.683090e-15 0.000000e+00 120.000000 41.454173 0.661317 9.982165 \n", + "2 3.366181e-15 5.269266e-36 120.000000 41.454173 0.661317 9.982165 \n", + "3 5.049271e-15 1.580780e-35 120.000000 41.454173 0.661317 9.982165 \n", + "4 6.732362e-15 3.161560e-35 120.000000 41.454173 0.661317 9.982165 \n", + "... ... ... ... ... ... ... \n", + "8755 6.606672e+01 3.463559e+00 90.202937 41.346420 0.656763 9.956218 \n", + "8756 6.606672e+01 3.463559e+00 90.202937 41.346420 0.656763 9.956218 \n", + "8757 6.606672e+01 3.463559e+00 90.202937 41.346420 0.656763 9.956218 \n", + "8758 6.606672e+01 3.463559e+00 90.202937 41.346420 0.656763 9.956218 \n", + "8759 6.606672e+01 3.463559e+00 90.202937 41.346420 0.656763 9.956218 \n", "\n", - " Pmp_norm \n", - "0 1.0 \n", - "1 1.0 \n", - "2 1.0 \n", - "3 1.0 \n", - "4 1.0 \n", - "... ... \n", - "8755 NaN \n", - "8756 NaN \n", - "8757 NaN \n", - "8758 NaN \n", - "8759 NaN \n", + " ... i_x i_xx Effective irradiance ghi dhi dni wind_speed \\\n", + "0 ... 0.0 0.0 NaN 0.0 0.0 0.0 1.8 \n", + "1 ... 0.0 0.0 NaN 0.0 0.0 0.0 1.7 \n", + "2 ... 0.0 0.0 NaN 0.0 0.0 0.0 1.5 \n", + "3 ... 0.0 0.0 NaN 0.0 0.0 0.0 1.3 \n", + "4 ... 0.0 0.0 NaN 0.0 0.0 0.0 1.3 \n", + "... ... ... ... ... ... ... ... ... \n", + "8755 ... 0.0 0.0 NaN 0.0 0.0 0.0 0.9 \n", + "8756 ... 0.0 0.0 NaN 0.0 0.0 0.0 1.2 \n", + "8757 ... 0.0 0.0 NaN 0.0 0.0 0.0 1.6 \n", + "8758 ... 0.0 0.0 NaN 0.0 0.0 0.0 1.7 \n", + "8759 ... 0.0 0.0 NaN 0.0 0.0 0.0 1.8 \n", "\n", - "[8760 rows x 13 columns]" + " temp_air precipitable_water Timedelta \n", + "0 0.0 0.891869 0.0 \n", + "1 0.0 0.908158 1.0 \n", + "2 0.0 0.932199 2.0 \n", + "3 0.0 0.955004 3.0 \n", + "4 0.0 0.963991 4.0 \n", + "... ... ... ... \n", + "8755 0.0 0.939501 8755.0 \n", + "8756 0.0 0.975338 8756.0 \n", + "8757 0.0 0.941186 8757.0 \n", + "8758 0.0 0.912427 8758.0 \n", + "8759 0.0 0.892318 8759.0 \n", + "\n", + "[8760 rows x 28 columns]" ] }, - "execution_count": 41, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "mechanism_params = 'repins'\n", - "\n", - "letid.calc_letid_outdoors(tau_0, tau_deg,wafer_thickness, srv_rear, nA_0, nB_0, nC_0, weather, meta, mechanism_params, generation_df, module_parameters = cec_module)" + "timesteps" ] }, { @@ -2811,7 +3233,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.11.3" }, "vscode": { "interpreter": { diff --git a/pvdeg_tutorials/tutorials/LETID - Passivated Wafer.ipynb b/pvdeg_tutorials/tutorials/LETID - Passivated Wafer.ipynb index b0237deb..bf1a5d29 100644 --- a/pvdeg_tutorials/tutorials/LETID - Passivated Wafer.ipynb +++ b/pvdeg_tutorials/tutorials/LETID - Passivated Wafer.ipynb @@ -765,8 +765,8 @@ "" ], "text/plain": [ - " Datetime Temperature Injection NA NB \n", - "0 2022-01-01 00:00:00 125 0.5 1.000000e+02 0.000000e+00 \\\n", + " Datetime Temperature Injection NA NB \\\n", + "0 2022-01-01 00:00:00 125 0.5 1.000000e+02 0.000000e+00 \n", "1 2022-01-01 00:00:01 125 0.5 9.942175e+01 5.782480e-01 \n", "2 2022-01-01 00:00:02 125 0.5 9.887086e+01 1.128658e+00 \n", "3 2022-01-01 00:00:03 125 0.5 9.834396e+01 1.654652e+00 \n", @@ -812,12 +812,12 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -844,7 +844,8 @@ "ax2.plot(timesteps['time (s)'], timesteps['NDD']*c_norm, c = 'black', label = 'NDD modeled')\n", "ax.set_ylabel('NDD [$\\mu s^{-1}$]')\n", "\n", - "data = pd.read_csv('example data\\wyller data.csv', header = 0)\n", + "literature_data_file = os.path.join(DATA_DIR, 'wyller data.csv')\n", + "data = pd.read_csv(literature_data_file, header = 0)\n", "filtered = data[data['Series'] == '0.5 sun 125C']\n", "ax2.scatter(filtered['X'], filtered['Y'], label = 'NDD data from Wyller', marker = 'v', c = 'black')\n", "\n", @@ -868,7 +869,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -877,16 +878,16 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ - "timesteps125 = timesteps" + "timesteps125 = timesteps #we already modeled the 125C experiment above" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -910,7 +911,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -958,7 +959,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 23, "metadata": {}, "outputs": [], "source": [ @@ -969,7 +970,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 24, "metadata": {}, "outputs": [], "source": [ @@ -978,7 +979,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ @@ -1002,7 +1003,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 26, "metadata": {}, "outputs": [], "source": [ @@ -1050,7 +1051,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 27, "metadata": {}, "outputs": [], "source": [ @@ -1061,7 +1062,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 28, "metadata": {}, "outputs": [], "source": [ @@ -1070,7 +1071,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 29, "metadata": {}, "outputs": [], "source": [ @@ -1079,7 +1080,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 30, "metadata": {}, "outputs": [], "source": [ @@ -1091,7 +1092,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -1100,12 +1101,14 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "\n", - "data = pd.read_csv('example data/wyller data.csv', header = 0)\n", + "literature_data_file = os.path.join(DATA_DIR, 'wyller data.csv')\n", + "data = pd.read_csv(literature_data_file, header = 0)\n", + "\n", "data['Temperature'] = pd.to_numeric(data['Series'].str[-4:-1])\n", "#normalization_constants = {'0.5 sun 125C' : 1/1.35, '0.5 sun 150C' : 1/0.6, '0.5 sun 175C' : 1/0.35}\n", "#data['Normalization constant'] = data['Series'].map(normalization_constants)\n", @@ -1114,7 +1117,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 33, "metadata": {}, "outputs": [], "source": [ @@ -1123,12 +1126,12 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 34, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1163,12 +1166,12 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 35, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -1211,6 +1214,13 @@ "#fig.savefig('wafer data.png', dpi = 600)\n", "plt.show()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -1229,7 +1239,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.11.3" }, "vscode": { "interpreter": { From 912e6c708e10a79499c050ada4053dbeb5825cd4 Mon Sep 17 00:00:00 2001 From: Joe Karas Date: Thu, 19 Oct 2023 13:38:46 -0600 Subject: [PATCH 2/2] Update letid.py Small bugfix for too-small values for injection which caused problems for subsequent defect transition calculations. --- pvdeg/letid.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/pvdeg/letid.py b/pvdeg/letid.py index 6d86668e..0df20bea 100644 --- a/pvdeg/letid.py +++ b/pvdeg/letid.py @@ -864,6 +864,9 @@ def calc_injection_outdoors(results): (results.dc["i_sc"] - results.dc["i_mp"]) / (results.dc["i_sc"]) * (ee / 1000) ) + # replace any too-small values with NaNs + injection = injection.mask(injection < 1e-5) + return injection @@ -880,7 +883,7 @@ def calc_letid_outdoors( mechanism_params, generation_df=None, d_base=27, - cell_area=239, + cell_area=243, tilt=None, azimuth=180, module_parameters=None, @@ -1040,7 +1043,8 @@ def calc_letid_outdoors( timesteps.loc[0, "tau"] = tau_now(tau_0, tau_deg, nb_0) if generation_df is None: - generation_df = pd.read_excel(os.path.join(DATA_DIR, "PVL_GenProfile.xlsx"), header=0 + generation_df = pd.read_excel( + os.path.join(DATA_DIR, "PVL_GenProfile.xlsx"), header=0 ) # this is an optical generation profile generated by PVLighthouse's OPAL2 default model for 1-sun, normal incident AM1.5 sunlight on a 180-um thick SiNx-coated, pyramid-textured wafer. generation = generation_df["Generation (cm-3s-1)"] depth = generation_df["Depth (um)"] @@ -1283,7 +1287,8 @@ def calc_letid_lab( print("can only define constant temp and injection for now") if generation_df is None: - generation_df = pd.read_excel(os.path.join(DATA_DIR, "PVL_GenProfile.xlsx"), header=0 + generation_df = pd.read_excel( + os.path.join(DATA_DIR, "PVL_GenProfile.xlsx"), header=0 ) # this is an optical generation profile generated by PVLighthouse's OPAL2 default model for 1-sun, normal incident AM1.5 sunlight on a 180-um thick SiNx-coated, pyramid-textured wafer. generation = generation_df["Generation (cm-3s-1)"] depth = generation_df["Depth (um)"]