diff --git a/README.md b/README.md index 7381129..79e3253 100644 --- a/README.md +++ b/README.md @@ -3,4 +3,6 @@ Battery Lifetime Analysis and Simulation Toolsuite in the python programming language. Provides a library of battery lifetime and degradation models for various commercial lithium-ion batteries. -SWR-22-69 \ No newline at end of file +![Example battery life predictions](example_battery_life.png) + +NREL SWR-22-69 \ No newline at end of file diff --git a/example.ipynb b/example.ipynb index 89fae05..1d45c4c 100644 --- a/example.ipynb +++ b/example.ipynb @@ -36,14 +36,12 @@ "outputs": [ { "data": { - "image/png": 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", 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0oHr16jpH43wkMRNOQxIz6zKOmHX+5htISbFYk3JzDRw4kCpVqnDy5Em++uory1+gd2/o00dN144YAZbsNiCEA5P1ZdYliZlwGpKYWU9OTg4JCQl0AoK++UbduWCBxZqUm8Pb25tRo0YBEBkZaZ2LzJ2rRs/++AOWL7fONYRwMLK+zLokMRNOQxIz6/n333/JycxkofGOIUNUlX+djR49Gg8PD7Zu3cqWLVssf4E6dWDmTHX7uefg338tfw0hHIgUlrU+ScyE05DEzHpOnz7NOKAlWKVJubkCAwN58sknASsUnDUaNw5atYLz51VyJkQ5FhcXx6VLl/Dx8aFFixZ6h+OUJDETTkP6ZVrPuT17eNn4xVtvQdWqeoaTj7Hg7Jdffsnx48ctfwE3N1i0CAwGWLECNmyw/DWEcBDGacz27dvj5uamczTOSRIz4TRkxMx6bps3j4rAwSpVYPBgvcPJp1mzZvTo0YOcnBzmzJljnYt06AA3GqgzYgRkZlrnOkLYOVlfZn26J2YxMTHUr18fLy8vQkJC2LRpU7GPf/fdd2nSpAne3t40btyY999/30aRCnsniZmVfPstDffu5TqwtmdPqzYpN5ex4OzSpUu5cOGCdS7y+uuqn+bff+d2PBCinDGu5ZTEzHp0fYVdvXo14eHhTJs2jdjYWO6++2569uxJfHx8oY9fsGABU6ZMYcaMGRw4cICXX36Z0aNH841xl5go1yQxs4KrV1X1eyAKcGvdWtdwitKtWzdatGjBlStXWLx4sXUuUrkyzJ6tbr/yChw7Zp3rCGGnzp8/z6FDhwDo2LGjztE4L10Ts6ioKIYOHcqwYcNo0qQJ0dHR1KlThwULFhT6+A8++IBnnnmGfv360aBBAx5//HGGDh3Km3ayEFnoq+qNdU+SmFnQK6/AqVMkeXoyk5samNsRg8FgWms2d+5cMq011fjEE/Cf/8C1ayph1TTrXEcIO2TcjdmoUSPT662wPN0Ss8zMTHbt2kVYWFi++8PCworc9p6RkYGXl1e++7y9vdm+fTvXr18v8jmXLl0yHRbvqyfshnHE7OrVq1y7dk3naJxAniblL/r7cxX7TcwAnnjiCYKCgkhISODTTz+1zkUMBoiJAQ8P+OEH+Pxz61xHCDsk68tsQ7fELCUlhezsbAIDA/PdHxgYSFJSUqHP6dGjB0uWLGHXrl1omsbOnTtZtmwZ169fL3In3qxZs/D39zcdTZs2tfjPIuyDn5+faZeQjJqVkabBqFGQlYXWuzcrb6zbql27ts6BFc3T05MxxmnXqCg0a41mNWoEU6eq2+PHQ2qqda4jhJ2R9WW2ofsqXoPBkO9rTdMK3Gf04osv0rNnTzp27Ii7uzsPP/wwg2/sEHN1dS30OVOmTCE1NdV0xMXFWTR+YT8MBgMBAQGAJGZl9v77sHEjVKjAvy++yPXr13FxcaFGjRp6R1asESNG4O3tTWxsLBusWdbi+efh9tshMRFefNF61xHCTmRnZ7N9+3ZAWjFZm26JWdWqVXF1dS0wOpacnFxgFM3I29ubZcuWcfXqVU6ePEl8fDz16tXD19e3yPluT09P/Pz8TIevr6/FfxZhP2QDgAWcOweTJqnb06dz6sbdNWvWtPu6RVWqVDF9WLNamyYALy81pQnw7ruwc6f1riWEHdi/fz+XL1/G19dXZp6sTLfEzMPDg5CQENavX5/v/vXr198yG3d3d6d27dq4urqyatUqHnzwQVzscAu/sD1JzCxgyhTVpLxZM5gwwdS83J6nMfMKDw/HYDDw7bffmnaQWUW3bjBggGpuPmIEZGdb71pC6My4vqxDhw5FzlAJy9A1m4mIiGDJkiUsW7aMgwcPMmHCBOLj4xkxYgSgpiEHDhxoevzhw4f58MMPOXLkCNu3b+fxxx9n//79vP7663r9CMLOSGJWRlu2gLHcxMKF4O5uSszseeF/Xo0aNaJ3794AzDaWt7CWyEjw94ddu3JH0IRwQrK+zHZ0Tcz69etHdHQ0M2fOpHXr1mzcuJF169YRHBwMQGJiYr6aZtnZ2URGRtKqVSu6d+/OtWvX2LJlC/Xq1dPpJxD2RhKzMrh+XY38QL4m5WfOnAEcZ8QMcts0rVy50rotugID4Y031O1p0+Cff6x3LSF0ZBwxk/Vl1qf7/N+oUaM4efIkGRkZ7Nq1i3vuucf0vRUrVvD777+bvm7SpAmxsbFcvXqV1NRUvvrqKxo3bqxD1MJeSb/MMpg7F/btK9Ck3NFGzADuueceQkJCuHbtWpF1ES1m+HDo2BHS0mDCBOteSwgd/Pvvvxw9ehRQU5nCunRPzISwJBkxM9Pp0zB9urp9U5Ny44iZIyVmeQvOzp8/37p17Vxc1LSvqyt8+qmqbyaEEzEWlm3SpAmVK1fWORrnJ4mZcCqSmJlp/Hi4ckVNX97UpNzRFv8bPfbYY9SuXZvk5GQ+/vhj616sVSv1OwRV/y093brXE8KGZH2ZbUliJpyKtGUyw7ffwpdfgpsbLFiQr0l5dnY2CQkJgGONmIHavT1u3DjAygVnjV5+GWrXhhMn4LXXrHstIWxI1pfZliRmwqnIiFkpXb0KY8eq2xER0Lx5vm+fPXuW7OxsXF1dCQoK0iHAsnn66aepWLEiBw4c4KeffrLuxSpWhHnz1O233oKDB617PSFsICsrix07dgAyYmYrkpgJpyKJWSm9+iqcPAl168JLLxX4tnEas2bNmg5Zu6hSpUoMHToUUKNmVvfww9C7d+4OV2lyLhzc3r17uXr1KpUqVeKOO+7QO5xyQRIz4VSMidmFCxfIloKfxYuLg7ffVrfnzQMfnwIPccQdmTcbP348Li4u/PTTT+zbt8+6FzMY1O+yQgXV0ur99617PSGsLG9hWSnkbhvyWxZOxdgrU9M0Ll68qG8w9kzTYORIyMqChx5SRyEcsYbZzerXr8+jjz4K2KDgLEBwMMyYoW5PmqRaXAnhoIwL/2V9me1IYiaciru7O35+foBMZxYrT5Ny5s4t8mHOMGIGMHHiRAA++uijAv15rSI8XK3XS0lRDc+FcFDGETNZX2Y7kpgJpyPrzG7h/Pl8Tcq50WmjMM6SmHXs2JFOnTqRmZnJu+++a/0LurvDokXq9tKlsHmz9a8phIWdPXuWEydOYDAYpLCsDUliJpyOJGa3MHlyviblxXGGqUwj46jZggULuHr1qvUv2LkzPP20uj1ihNoQIIQDMY6WNWvWzDQTIaxPEjPhdCQxK0YhTcqL4ywjZgB9+vShfv36nDt3jvdttSj/jTdUF4UDB8AWu0KFsCBZX6YPScyE05F+mUXIylIL/iFfk/KiH55FYmIi4ByJmaurK+Hh4YDaBJCTk2P9iwYEQGSkuv3yy6o0iRAOQtaX6UMSM+F0ZMSsCHPnwt69KlnI06S8KElJSWRnZ+Pm5kb16tVtEKD1/e9//8Pf35/Dhw/z3Xff2eaiTz0FXbuqNk1jxkhtM+EQMjMz2blzJyCJma1JYiacjiRmhTh9OreA7Ntv52tSXvRT1DRmrVq1HLK4bGF8fX155plnAIg0jmRZm8GgWl25u8N336n2V0LYub/++otr164REBBAo0aN9A6nXJHETDgd6ZdZiPBw1aT8zjsLNCkvijMt/M9r7NixuLm5sWHDBnbt2mWbi95xR27ZjHHjIC3NNtcVwkx5G5cbDAadoylfJDETTkdGzG7y3XewZk2hTcqL40wL//OqXbs2/fr1A2zUpslo6lRo2BASElSZEiHsmFOsL5s1C9q1A19fqF4d+vSBQ4fyP+byZbXEoHZt8PaGJk3U66SOJDETTkcSszyuXlUvOqBKY7RoUeKnOmtiBhAREQHAp59+avo5rc7bG4w11ObMgdhY21xXCDM4RWK2YQOMHg1bt8L69WoDVFiYmj0wmjABfvgBPvwQDh5UX48dC19/rVvYkpgJpyOJWR55m5SXcpTGWacyAdq2bUvXrl3Jyspi3rx5trtwjx7Qrx/k5KjaZtLPVdihhIQE4uPjcXFxoX379nqHY74fflBLN5o1g1atYPlyiI+HvEsY/vwTBg1SG3Tq1YPhw9Vjb2x80IMkZsLp5E3MtPK8Ay4uDt55R92eO7fQJuXFceYRM8gdNXvvvfdIs+War9mzwc8Ptm+H996z3XWFKCHjaFnLli2pWLGiztEUlJaWxqVLl0xHRkZGyZ6Ymqr+e6OnMqDKBq1dq5YYaBr89hscPqw+ROlEEjPhdIyJWUZGhm0qvNsjTYNRo1S1+YcegocfLvUpjCNmzpqY9erVi0aNGpGamsqyZctsd+EaNeD119XtKVPAFr07hSgFe5/GbNq0Kf7+/qZj1qxZt36SpkFEhErEmjfPvX/uXGjaVK0x8/CA+++HmJhb1nm0JknMhNPx8fHBw8MDKMfTmR98oNZX3KJJeVHyFpd1xqlMABcXFybcaEkVHR1Nti2nFUeMgNBQ9Qn+xsidEPbC3hOzuLg4UlNTTceUKVNu/aQxY1Qdx08+yX//3LlqDdratWqKMzJSfaj9+WfrBF8CkpgJp2MwGMr3OrPz5+FGX8hbNSkvyj///ENOTg7u7u5OU1y2MAMHDqRKlSqcPHmSL21ZX8zVVbXEcnFRbxTr19vu2kIUIyMjw1RGxl5bMfn6+uLn52c6PD09i3/C2LEq8frtNzUyZpSernZLR0VB797QsqVK4Pr1y10GogNJzIRTKtdtmaZMKXGT8qIYpzFr1aqFSwnLaziiChUqMPJGmyqbls4ACAnJ3TE7ahRcu2bb6wtRiN27d5OZmUm1atVo0KCB3uGUjaapf2Nr1sCvv0L9+vm/f/26Om5+jXN1VRt0dOK8r7iiXCu3I2Z//pm7oNxYbd4Mzr7wP6/Ro0fj4eHBn3/+aZrCsZlXXoGaNeHoUdXwXAid5Z3GdPjCsqNHqzIYH3+sapklJakjPV19388PunSBZ5+F33+HEydgxQp4/3145BHdwpbETDilcpmYZWWptUsA//sf3H232acqT4lZUFAQAwYMAHQYNfPzUzXNQBXDvLn4pRA2Zu/ry0plwQK1jrNrV7XpxnisXp37mFWrVBHaAQPUJoA33oDXXst9LdWBJGbCKZXLxCxvk/K33irTqZy5hllhjKUz1qxZw4kTJ2x78f/7P+jZEzIz1ZRmeS7xInSlaZqpFZO9ri8rFU0r/Mjbli4oSNU3S0hQI2l//6025Og4WiiJmXBK5a5fZt4m5W+9VaIm5cWfrvyMmAE0b96csLAwcnJymGMcwbIVgwHmzwcvL7UO5uOPbXt9IW44ffo0//zzD25uboSGhuodTrkliZlwSuVuxCxvk/L//a/Mp3P2GmaFmXhjJ+vSpUu5ePGibS/eoEFuYh0RARcu2Pb6QpA7jdmqVSsqVKigczTllyRmwimVq8TM2KTc1bVUTcqLYxwxKy9TmQDdu3enefPmXL58mcWLF9s+gIkTVQPl5GS1s1YIG3Oq9WUOTBIz4ZTKTWKWt0l5RESpmpQXJTMzk6Qb1ejL04iZwWAwrTWbO3cu169ft20AHh6qthnAokVqh60QNmRMzJxifZkDk8RMOKVyk5i99ppqUl6nTu5UWBklJiaiaRoeHh6mtXrlRf/+/QkMDOTMmTN89tlntg/gnntyFyaPGKF22gphA+np6ezevRuQETO96Z6YxcTEUL9+fby8vAgJCWHTpk3FPv6jjz4yzX/XqFGD//3vf87/5itKrVwkZgcPwttvq9vz5oGFmg3nncZ05uKyhfH09GTMjRHIyMhIND12SL79ttpZu3dvbikNIaxs165dZGVlERQURLAZ3UKE5ej6qrt69WrCw8OZNm0asbGx3H333fTs2ZP4+PhCH79582YGDhzI0KFDOXDgAJ999hk7duxg2LBhNo5c2DtjYpaamkqWM446aBqMHKmqVvfubVaT8qKUtx2ZNxsxYgTe3t7s3r2bjRs32j6AqlVzE+7p06GI10MhLMmpCss6OF0Ts6ioKIYOHcqwYcNo0qQJ0dHR1KlThwULFhT6+K1bt1KvXj3GjRtH/fr1ueuuu3jmmWfYuXOnjSMX9q5y5cqmF5fz58/rHI0V5G1SPm+eRU9d3mqY3axq1aoMGjQIUKNmuhg8GO66S+20HT9enxhEuSLry+yHbolZZmYmu3btIiwsLN/9YWFhpgJ3N+vcuTNnzpxh3bp1aJrG2bNn+fzzz+nVq1eR18nIyODSpUumIy0tzaI/h7BPrq6uVKpUCXDCfpnnz8OkSer2Sy+Z1aS8OOV9xAwgPDwcgG+++YZDelTjd3FRGwHc3OCrr1QDZiGsJG9hWVlfpj/dErOUlBSys7MJDAzMd39gYKBpR9jNOnfuzEcffUS/fv3w8PAgKCiISpUqMa+YEYNZs2bh7+9vOpo2bWrRn0PYL6ddZzZlCvz7r2pSfmMXoSWVxxpmN2vcuDG9e/cGIDo6Wp8gmjXLTcDHjIHLl/WJQzi9kydPcvbsWdzd3Wnbtq3e4ZR7uq/svXkuW9O0Iue34+LiGDduHC+99BK7du3ihx9+4MSJE4wopqfVlClTSE1NNR1xcXEWjV/YL6dMzCzUpLw45bGGWWGMpTNWrlyp36jriy9CvXqqs8PMmfrEIJyecRqzbdu2eHt76xyN0C0xq1q1Kq6urgVGx5KTkwuMohnNmjWLO++8k2effZaWLVvSo0cPYmJiWLZsGYmJiYU+x9PTEz8/P9Ph6+tr8Z9F2CenS8yystSCfyhzk/LiyFSm0qVLF9q2bUt6ejoLjfXFbK1CBdWuCSAqSu3UFMLCpLCsfdEtMfPw8CAkJIT169fnu3/9+vVFLj68evVqge37rq6uAPpsaxd2zen6Zc6bB3/9ZZEm5UXJzMzk7NmzgCRmeQvOzp8/n4yMDH0C6dVLNTrPzla1zXJy9IlDOC1ZX2ZfdJ3KjIiIYMmSJSxbtoyDBw8yYcIE4uPjTVOTU6ZMYeDAgabH9+7dmzVr1rBgwQKOHz/OH3/8wbhx42jfvj01a9bU68cQdsqpRszOnLFok/KiJCQkAODl5WX6/ZVnffv2pVatWpw9e5aP9WwuHh2t6tT9+ScsXapfHMLpXLlyhb/++guQxMxe6JqY9evXj+joaGbOnEnr1q3ZuHEj69atMxW3S0xMzFfTbPDgwURFRTF//nyaN2/OY489RuPGjVmzZo1eP4KwY06VmIWHq8XfnTtbpEl5UfKuL5NaRuDu7s64ceMAVd5Ht5H52rXhlVfU7eefV/00hbCAnTt3kp2dTe3atcv9KLm90H3x/6hRozh58iQZGRns2rWLe+65x/S9FStW8Pvvv+d7/NixYzlw4ABXr17ln3/+4cMPP6RWrVo2jlo4AqdJzNatgy++UE3KFy60SJPyopT3GmaFGT58OD4+Puzfv7/A0gubGjMGWreGCxdyd2sKUUYyjWl/dE/MhLAWp0jM8jYpnzDBIk3KiyML/wuqVKkSQ4cOBdSomW7c3FRzc4NBFRj+7Tf9YhFOQxb+2x9JzITTcorE7LXX4MQJ1aR8+nSrX05qmBVu/PjxuLi48OOPP7J//379AmnfPndn7siRoNeGBOEUNE2TxMwOSWImnJbDJ2Z5m5TPnWuxJuXFkRpmhWvQoAGPPPIIALNnz9Y3mNdeg8BAOHTIartzRflw7NgxUlJS8PT0pE2bNnqHI26QxEw4rbyJmcOVU9E0GDXKKk3KiyNTmUWbOHEiAB9++GGR3UlsolIlMCaHr70GR4/qF4twaMb1ZSEhIXh6euocjYM6fRo2bYIff4Tduy0yii2JmXBaxsQsKyuLS5cu6RxNKX34Ifz+O3h7q9EyG+2QlKnMonXq1ImOHTuSmZlJTEyMvsE8/jh0767eBEaPVom8EKUk05hmOnVKtcarV08dXbpAz54QGgr+/urf5mefmV1zUBIz4bS8vb1N7UUcajrz/Hm4MTrD9OnqH74NZGRkkHyjDINMZRbOOGoWExPD1atX9QvEYIB33wVPT/jpJ1i9Wr9YhMOSxMwM48erTVhHjqg2aQcOQGoqZGZCUpLaRX/XXaqdWsuWsGNHqS8hiZlwag65zmzqVNWkvGlTtRPTRoyjZd7e3gQEBNjsuo6kT58+1KtXj3PnzvH+++/rG8ztt6u/FVB/Jxcv6hqOcCxpaWns27cPkMSsVDw84Ngx+PxzGDgQ7rgDfH3Vrunq1eG++9QH6r//VmtAT50q9SUkMRNOzeESs61bVUkEUE3KPTxsdum8NcykuGzh3NzcCA8PB9QmgBy92yM9/zw0aqQ+qb/wgr6xCIeyfft2cnJyCA4Ols45pfH221CtWske+8AD8N//lvoSkpgJp+ZQ/TKzslQvRIDBgyFPsWVbkIX/JTNkyBD8/f05fPgw3333nb7BeHqqBB4gJga2b9c3HuEwZBrTAtLTVa1Jo1OnVPu0H38s02klMRNOzaFGzGzQpLw4kpiVjK+vL8OHDwd0LjhrdN998OSTagPAiBEqwRfiFiQxs4CHHwbjkoaLF6FDB4iMhD59cj8wmUESM+HUHCYxy9uk/M03Sz5UbtEQpB1TSY0bNw43Nzd+//13du/erXc48M47qoxGbKzaFCBEMXJycti6dSsAnTt31jkaB7Z7N9x9t7r9+eeqvuCpUypZmzvX7NNKYiacmsMkZsYm5Z06wZAhuoQgI2YlV7t2bfr27QvYyahZYKBK6EGtNUtI0DceYdcOHz7M+fPn8fb2plWrVnqH47iuXlUL/0Htjn70UdXLuGNHsxb9G0liJpyaQyRmNmxSXhypYVY6ERERAKxevdr0u9PVsGHqDeHyZbWlX4giGKcxQ0NDcXd31zkaB3bbbfDVV6rI7I8/QliYuj85Gfz8zD6tJGbCqdl9Ypa3SXl4uKp7oxNpx1Q6ISEhdOnShaysLObNm6d3OCqhX7RIJfhffAF6b0wQdsuYmMk0Zhm99BJMmqRqTXbooGY8QI2elaHFlSRmwqnZfWL2+uuqSXnt2jBjhm5hpKenk5KSAsiIWWkYC84uWrSItLQ0naNBJfbG2ndjxuTfMSbEDbLw30L++1+Ij4edO+GHH3Lv/89/ctummUESM+HU7DoxO3gwd/eljZqUFyXhxpqkChUqUKlSJd3icDS9evWiUaNGpKamsnz5cr3DUaZPhzp14ORJeOUVvaMRdiY1NZUDBw4AkphZRFCQGh3LuwSlfXtVeNZMkpgJp2ZMzIyjQXYjb5PyBx9U26t1lHfhvxSXLTkXFxcm3Bihio6OJjs7W+eIUAm+cWr1nXdUyxghbti2bRuaptGgQQOqV6+udziO7d57Vbmaog4zSWImnJoxMbty5QoZGRk6R5NH3ibl8+bZrEl5UWRHpvkGDhxIlSpVOHHiBF999ZXe4SgPP6wOY9FivTsUCLsh68ssqHVraNUq92jaVPXM3L1b9dM0kyRmwqn5+/vjcmOI2W6mMy9cyG1S/tJLNmtSXhypYWa+ChUqMHLkSAAiIyN1jiaPuXOhQgXYvBlWrNA7GmEnZH2ZBc2enf+YP1/9ewsPhzLsdpXETDg1FxcX+1tnNmVKbpPyGyUX9CYjZmUzevRoPDw8+PPPP01vfLqrWxdeflndfvZZsLfpfGFzeQvLSmJmRU8+CcuWmf10ScyE07OrxGzrVnjvPXXbxk3KiyM1zMomKCiIAQMGAHZScNZo/Hg1pXL+PDz3nN7RCJ0dPHiQ1NRUfHx8aFGGqTZxC3/+CV5eZj/dzYKhCGGX7CYxM6730TQYNMjmTcqLIzXMym7ChAksX76cNWvWcOLECerXr693SGo6ZdEi6NwZli+HwYPt6u9O2JZxNLd9+/a4ucnbf5k9+mj+rzUNEhNV+YwXXzT7tDJiJpye3SRm8+erJuWVK8Pbb+sby01kKrPsWrRoQVhYGDk5OcyZM0fvcHJ16gQ3mq4zYoRanCzKpS1btgAyjWkx/v75j4AA6NpVdXOZPt3s00rKLJyeXSRmZ87kfoLSqUl5Ua5evcr58+cBGTErq4iICH766SeWLl3KjBkz7Kcm3KxZ8OWXqnZeZKRa5yjKHVn4b2FWql0oI2bC6dlFYjZhQm6T8qFD9YujEMb1ZRUrVsTf31/naBxbWFgYzZo14/LlyyxevFjvcHIFBIBx7dvMmXD8uL7xCJs7f/48f//9NwAdO3bUORpRHEnMhNPTPTH7/nv4/HPdm5QXRYrLWo7BYDA1N587dy7Xr1/XOaI8BgxQBTGvXYPRo9V6GFFubNu2DYBGjRpRtWpVnaNxYAEBuTucK1dWXxd1mEmmMoXT0zUxS09Xb4Kge5PyokgNM8saMGAAU6dO5cyZM3z22Wf0799f75AUg0HtBG7ZUvX1++IL1etPlAuyvsxCZs8GX9/c21b4MGv2R/dNmzbx5JNP0qlTJ1OfvQ8++IDNmzdbLDghLEHXtkyvvWYXTcqLIwv/LcvT05PRN5LxyMhINHsamWrcGJ5/Xt0ePx4uXdI3HmEzsr7MQgYNAk9PdXvwYPV1UYeZzErMvvjiC3r06IG3tzexsbGmVjdpaWm8/vrrZgcjhDXoNmL299+5TcrnzNG1SXlxpIaZ5Y0cORJvb292797Nxo0b9Q4nv6lToWFD+OefMm3pF44jOzvbNJUpiZkF7d4N+/blfv3116rv8dSpZdr9bFZi9uqrr7Jw4UIWL16Me562A507d2b37t1mByOENeiSmGkajBypmpT36gWPPGK7a5eS1DCzvKpVqzLoxidmu2rTBKrwZUyMuj1/PuzapW88wuoOHDjA5cuX8fX1pVmzZnqH4zyeeQYOH1a3jx+Hfv1UG7TPPitTQWezErNDhw5xTyFFCv38/Lh48aLZwQhhDcbE7MKFC+TYqpnzRx/ZVZPy4shUpnWEh4cD8M0333DY+OJtL8LC4PHHVXPzESMgO1vviIQVGdeXdejQAVdXV52jcSKHD6tG5qCSsS5d4OOPVW/aL74w+7RmJWY1atTg6NGjBe7fvHkzDRo0KNW5YmJiqF+/Pl5eXoSEhLBp06YiHzt48GAMBkOBQz4BiOIYE7OcnBzbfHC4cCG3B+YLL4A9VIAvhiz+t47GjRvTu3dvAGbPnq1zNIWYPVsVxdy5U20KEE5L1pdZiaapDzcAP/8MDzygbtepU6betGYlZs888wzjx49n27ZtGAwG/vnnHz766CMmTZrEqFGjSnye1atXEx4ezrRp04iNjeXuu++mZ8+exMfHF/r4OXPmkJiYaDpOnz5NQEAAjz32mDk/hignPDw88L2xi8Ym05lTp6om5U2awKRJ1r9eGVy5coULFy4AMmJmDcbSGStXrtRn80lxgoLAuCZ46lS15kw4JUnMrCQ0FF59FT74ADZsUMtWQG34Cgw0/7yamaZOnap5e3trBoNBMxgMmpeXl/bCCy+U6hzt27fXRowYke++O+64Q5s8eXKJnv/ll19qBoNBO3nyZImvefr0aQ3QTp8+XapYhWOrV6+eBmh//vmndS+0daumGQyaBpr2++/WvZYFHDx4UAM0Pz8/vUNxSjk5OVrbtm01QHvllVf0DqegrCxNa9dO/b3266d3NMIK/v33Xw3QAO38+fN6h1Mmdvf+/ddfmta8uab5+WnajBm5948Zo2lPPGH2ac0ul/Haa6+RkpLC9u3b2bp1K//++y+vvPJKiZ+fmZnJrl27CAsLy3d/WFiYaT78VpYuXUq3bt0IDg4u8jEZGRlcunTJdKSlpZU4RuE8bLIBIG+T8oED1XoDOyfTmNaVt+Ds/PnzTTvY7Yarq2py7uICq1fDjz/qHZGwMONoWZMmTahcubLO0TiZli3VrszU1Py9Md9+G1auNPu0ZSpBXqFCBUJDQ2nfvj0VS1kKICUlhezsbAJvGu4LDAwkKSnpls9PTEzk+++/Z9iwYcU+btasWfj7+5uOpk2blipO4RxskpjNnw979thlk/KiyMJ/6+vbty+1atXi7NmzfPzxx3qHU1CbNjBunLo9apQqiiychkxj6sDLC/JUrCgtsyr/P/LII4W2bjEYDHh5eXHbbbfRv39/GjdufMtz3XweTdNK1BZmxYoVVKpUiT59+hT7uClTppg+sQIkJCRIclYOWT0xS0jIrQn1xhtQvbp1rmNhUsPM+tzd3Rk3bhzPP/88UVFRpk1MdmXmTLWr7Phxte6sFLMfwr4ZE7POnTvrHImTqFy55Lvsz5836xJmJWb+/v589dVXVKpUiZCQEDRNIzY2losXLxIWFsbq1at58803+eWXX7jzzjsLPUfVqlVxdXUtMDqWnJxcYBTtZpqmsWzZMp566ik8PDyKfaynpyeexiq9wCWpdF0uWT0xCw9XTco7doRbjOLaE6lhZhvDhw9n5syZ7N+/n/Xr1xdYwqE7X1+YOxf+7//gzTdVX8077tA7KlFGWVlZbN++HZARM4uJjrb6JcxKzIKCgujfvz/z58/H5UZD5pycHMaPH4+vry+rVq1ixIgRPP/880W2aPLw8CAkJIT169fzSJ7im+vXr+fhhx8u9vobNmzg6NGjDB061JzwRTlk1cTMzpuUF0emMm2jUqVKDB06lLlz5xIVFWV/iRmoIsi9esF336niyL/+atf198St7d27l6tXr1KpUiXukETbMsrQaqmkzHoHWbp0KeHh4aakDMDFxYWxY8fy3nvvYTAYGDNmDPv37y/2PBERESxZsoRly5Zx8OBBJkyYQHx8PCNGjADUNOTAgQMLvX6HDh1o3ry5OeGLcshq/TLT02HMGHV7/Hho1cqy57cymcq0nfHjx+Pi4sKPP/54y9dGXRgMqhiyt7cqjvzBB3pHJMrIOI3ZoUOHfO/XwoKOHVP1Kp94ApKT1X0//AAHDph9SrP+T2VlZfH3338XuP/vv/8m+0YFaS8vr1uuo+jXrx/R0dHMnDmT1q1bs3HjRtatW2faZZmYmFigpllqaipffPGFjJaJUrHaiNnrr6t1ObVq2W2T8uLIVKbtNGjQwDQ7YJcFZ0EVQ37pJXV74kSz18gI+1Du15fNmgXt2qmp+urVVR/LQ4cKPu7gQXjoIVVw2ddXLUkpop5qPhs2QIsWsG0brFmjlrMA7N2bf5dmaZlTY2Ps2LFa1apVtaioKG3Tpk3a5s2btaioKK1q1arauHHjNE3TtMWLF2t33nmn2XU8rMXu6qAIm/jhhx80QGvZsqXlTnrwoKa5u6saUF98Ybnz2silS5dM9Y0uXbqkdzjlwpYtWzRA8/Dw0BITE/UOp3CZmZrWrJn6u376ab2jEWVQv359DdB++uknvUOxiFK/f/fooWnLl2va/v2atmePpvXqpWl162ra5cu5jzl6VNMCAjTt2Wc1bfduTTt2TNO+/VbTzp699fk7dtS0yEh1u2JF9VxN07Tt2zWtZs1S/Wx5mZWYZWVlaa+++qoWFBRkKjAbFBSkvfbaa1pWVpamaZp26tQpu0x+JDErn3bs2KEBWq1atSxzwpwcTbv3XvXm9cAD6msHExcXpwGav7+/3qGUKx07dtQA7cUXX9Q7lKJt3Kj+tkHT/vhD72iEGZKSkjRAMxgMWmpqqt7hWESZ37+Tk9Xf9IYNuff166dpTz5p3vl8fDTt+HF1O29iduKEpnl6mndOzYwCs1lZWXz44YcMHTqUxMRELl68yMWLF0lMTGTq1KmmBql169aV6RFhN6pWrQpYcCrzo4/gt99UvZr58x1ykbQs/NfHxIkTAdUn+OrVqzpHU4S774YhQ9TtZ56B69f1jUeUmnEas1mzZvj5+ekcjWWlpaXlKxxf4sLNqanqvwEB6r85OWqzS6NG0KOHmu7s0AG++qpk56tUCRITC94fG6uWt5ip1ImZm5sbI0eONP0i/Pz8nO5/unA+xjVm165dK/ub4YULav0NqNpldt6kvCiy8F8fffr0oV69epw7d44P7HmB/VtvQZUqsH+/TUoECMty5vVlTZs2zVc4ftasWbd+kqZBRATcdRcYNw4mJ6t1YW+8AfffDz/9pHYnP/qoWj92K/37w/PPQ1KS+nCekwN//KF6JBeycbGkzFr836FDB2JjY82+qBC2VrFiRdxvVGIu86jZ1KnqH7QDNCkvjiz814ebmxvh4eEAREVFkZOTo29ARalSBd55R92eMQNOndI1HFE6xtaGzli/LC4ujtTUVNMxZcqUWz9pzBi1KP+TT3LvM/7be/hhmDABWreGyZPhwQdV6aNbee01qFtXjY5dvgxNm8I990DnzmqnppnMSsxGjRrFxIkTmT9/Pn/++Sd79+7NdwhhbwwGg2V2Zm7bpnoLAsTEwC0KHNszmcrUz5AhQ/D39+fw4cOsW7dO73CKNmiQeqO5ehXGjlWjDsLuZWZmsnPnTsA5EzNfX1/TbJ2fn1++IvKFGjsW1q5Vy0/yfhCtWhXc3FRClVeTJiXblenurpa1HDkCn34KH34If/+tSs3cWNZlDrMKzPbr1w+Accb+aqg3Pu1GOyVjyQwh7EmVKlVISkoyPzG7uUl5164Wjc/WZCpTP76+vgwfPpy3336byMhIHnzwQb1DKpzBoEYOWrWCb76Br79WJQeEXfvrr7+4du0aAQEBNGrUSO9w9KNpKin78ktVm+/mZSceHqqcxs0lNA4fhhtlu4p06RJUrKgKijdooA5Qo3CXLkEZlniZNWJ24sSJAsfx48dN/xXCHpV5xOzddx2uSXlxZCpTX2PHjsXNzY3ff/+d3bt36x1O0Zo0gWefVbfHjs2t1STsVt7G5XbXl9WWRo9Wo1gff6zqkyUlqSM9Pfcxzz4Lq1fD4sVw9KjazPXNNzBqVNHn/fJLCA2Fa9cKfu/aNZXsffON2WGblZgFBwcXewhhj8qUmCUk5K4ZcKAm5cWRqUx91alTh759+wJqrZldmzZNjTacOeOQhZTLG2deX1YqCxaonZhdu0KNGrnH6tW5j3nkETUq/NZbqljskiXwxRdqk0Bx533uOahQoeD3KlRQGwLmzzc77DL1aIiLi+OHH35g7dq1+Q4h7FGZErMJExyySXlRLl26RFpaGiAjZnqKiIgAYPXq1aapZbtUoYJaUwlqh+Zff+kajihe3hGzci23Gl/+Y/Dg/I8bMkStE0tPV7Mit+jXzf79xS9luece2LfP7LDNWmN2/PhxHnnkEfbt22daWwaYhkxljZmwR2b3y/zhB/jsM4dsUl4U42hZ5cqV8fHx0Tma8iskJIQuXbqwYcMG5s2bx5tvvql3SEW7/3547DH1b+GZZ2DLFqf4t+Bs/vnnH+Lj43FxcaF9+/Z6h+OcLlxQa46Lcv26eoyZzPpXNX78eOrXr8/Zs2epUKECBw4cYOPGjYSGhvL777+bHYwQ1mTWiFl6ulqnADBunMM1KS+KTGPaD2PB2UWLFplGMe1WdLRaq7Ntm1qTI+yOcbSsZcuWVKxYUedonFS9enBj12uhdu689eaBYpiVmP3555/MnDmTatWq4eLigouLC3fddRezZs3Kt1NTCHtiVmKWt0n5yy9bKTLbM06byTSm/nr16kWjRo1ITU1l+fLleodTvJo1Ve0mUPWezp7VNx5RgKwvs4FHH1XrLgv7+09KUuuR/+//zD69WYlZdna2KROvWrUq//zzD6A2BRwqrHO7EHag1InZ33+DcWppzhw1UuAkZMTMfri4uDBhwgQAoqOj7X8pyKhREBICFy/mdsAQdkPWl9nA5Mnq/eD229W/hzlzYO5cGDlStXeqWFE9xkxmJWbNmzc3FZLt0KEDb731Fn/88QczZ86kgbGWhxB2plT9MjVN/YO7fh0eeEB9QnIiUsPMvgwcOJAqVapw4sQJvippnz69GNdaGgyquOYvv+gdkbghIyODXbt2Ac7Zislu+Pqq1ktPPql2eE6YAOHhqsjsk0+q75Xhg7xZidkLL7xgaiPy6quvcurUKe6++27WrVvH3LlzzQ5GCGsq1YjZxx/nNimfN88hm5QXR2qY2ZcKFSowcuRIACIjI3WOpgRCQ3PXXo4cWXg9J2FzsbGxZGZmUq1aNRkksTZ/f7VTOSVFTWkmJanbMTGquXkZmJWY9ejRg0dvjCA0aNCAuLg4UlJSSE5O5r777itTQEJYizExu3jxIlnF7ai5cEE1uwXVpNwJX+BkKtP+jB49Gg8PD/7880/TdJRde/VVVRPqyBFVA0roLu/6snJdWNaWDAaoVk3VtrTQ79xie50DAgLkD0HYtcqVK5tuXyhuK/O0aapJ+R13OHST8qJomiYjZnYoKCiIAQMGAA5QcBbUiEF0tLr9+usqQRO6kvVlNnD//apUzK2kpak1yu++W+pLmJWYXblyhRdffJHOnTtz22230aBBg3yHEPbIzc2NSjeGmIuczty+Xa2fAVXd2YGblBclNTWVK1euAJKY2RvjJoA1a9Zw4sQJnaMpgccegx49ICNDrcmUJue6MiZmsr7Mih57DPr2Va3Knn9e1fX74w/YtQt+/lltAujbV40mx8bCQw+V+hJmFZgdNmwYGzZs4KmnnqJGjRoyUiYcRpUqVbh48WLhiVneJuVPPeXwTcqLYhwtq1KlChUKaykidNOiRQvCwsL46aefmDNnDtHGESl7ZTCoEYHmzdWb0iefQP/+ekdVLp0+fZqEhATc3NwIDQ3VOxznNXSoen/4/PPcHpsXL6rvGQzQtKn6sLJrFzRubNYlzErMvv/+e7777jvuvPNOsy4qhF6qVKnCsWPHCk/M3n1XfcKpVAneecfmsdmK1DCzbxEREfz0008sXbqUGTNmmEZ57VbDhqpu0wsvqLWZDzxQ5sXPovSM68tatWolH7iszcNDfQAxfghJTVXFyKtUAXf3Mp/erKnMypUrExAQUOaLC2FrRe7MTEhQC/3BaZqUF0UW/tu3sLAwmjVrxuXLl1nsKNX1J01SazLPnoWpU/WOplyS9WU68veHoCCLJGVgZmL2yiuv8NJLL3H16lWLBCGErRTZL3PCBLVYs2NHePppHSKzHalhZt8MBoOpufncuXO5fv26zhGVgKdn7trMhQtVyyZhU7K+zHmUeCqzTZs2+daSHT16lMDAQOrVq4f7TVni7t27LRehEBZU6IiZsUm5i4ta8O/kjZllR6b9GzBgAFOnTuXMmTN89tln9HeEdVtdusCgQbBypVqruWMHuJm1WkaUUnp6uul9V0bMHF+J/9X06dPHimEIYRsFErO8TcrHj4fWrfUJzIZkKtP+eXp6Mnr0aF566SUiIyN54oknHGOT1dtvw9q1sGePKsx8Y5epsK5du3aRlZVFUFAQwWVoni3sQ4kTs+nTp1szDiFsokBbplmznLJJeXFk8b9jGDlyJK+//jq7d+9m48aNdOnSRe+Qbq1aNVVs9umn1ZrN//4X5AOA1eVdX+YQCbwolllzNjt27GBbIWsItm3bxs6dO8sclBDWkm/E7NAhtdAfnK5JeVHyFpeVETP7VrVqVQYNGgQ4SMFZoyFD4M474coV1T9QWJ2sL9PRxYuwZAlMmQLnz6v7du9WG8rMZFZiNnr0aNOLe14JCQmMNk4LCWGHTIlZSkpuk/KePZ2uSXlRLly4YNq0IyNm9s9YcPabb77h8OHDOkdTQsa1mm5usGYNfPut3hE5NU3T8rViEja0dy80aqQq/L/zTm49sy+/VImamcxKzOLi4mjbtm2B+9u0aUNcXJzZwQhhbcbErEtCAvz6q2pSPn++0zUpL4pxGrNq1ap4eXnpHI24lcaNG/Pggw+iaRqzZ8/WO5ySa9Eit9/smDFq9ExYxcmTJzl79izu7u6EhIToHU75EhEBgwerdmR5X0979oSNG80+rVmJmaenJ2fPni1wf2JiIm6yC0fYsSpVqlAJeCk1Vd3xwgtO2aS8KDKN6XgmTpwIwMqVKwuWebFnL70EwcFw6hS88ore0Tgt4zRmmzZt5MOWre3YAc88U/D+WrUgKcns05qVmHXv3p0pU6aQanxzAy5evMjUqVPp3r272cEIYW1VqlThNSAQyG7UyCmblBdHapg5ni5dutC2bVvS09NZaKwV5gh8fNRoNEBkJOzfr288TkrWl+nIywsuXSp4/6FDaiOMmcxKzCIjIzl9+jTBwcHce++93HvvvdSvX5+kpCQiIyPNDkYIa6uwfz8jbtz+9+WXVWHMckRqmDmevAVn58+fT0ZGhs4RlcKDD8Ijj+T2oc3J0TsipyPry3T08MMwc6ZaqwxqSUx8PEyeDP/3f2af1qzErFatWuzdu5e33nqLpk2bEhISwpw5c9i3b1+pP4nHxMRQv359vLy8CAkJYdOmTcU+PiMjg2nTphEcHIynpycNGzZk2bJl5vwYory58ebgArwPJNx+u94R2ZxMZTqmvn37UqtWLc6ePcvHH3+sdzilM2eOGj374w9YvlzvaJzKlStX+OuvvwBJzHTxzjvw77+qhV96uiqyfNttaof/a6+ZfVqzF4T5+PgwfPhwsy8MsHr1asLDw4mJieHOO+9k0aJF9OzZk7i4OOrWrVvoc/r27cvZs2dZunQpt912G8nJyWRlZZUpDlFOxMRAbCyXXF2ZlJ3NB460XsdCpIaZY3J3d2fcuHE8//zzREVFMXjwYMepV1WnjhpVmDgRnnsOHnqoTNM8ItfOnTvJzs6mVq1a8mFLD35+sHmz2ki2e7caEW7bFrp1K9Npy7xS38/Pjz179tDAjAXUUVFRDB06lGHDhgEQHR3Njz/+yIIFC5g1a1aBx//www9s2LCB48ePm5qo16tXr0zxi3Lin3/UQn9gScOG/Hv4cMFG5nZK0zTOnDlDjgWmgU6ePAnIiJkjGj58ODNnzmT//v2sX7+esLAwvUMquXHj4P334a+/4NlnYcUKvSNyCrK+TEdZWWqN2Z49cN996rCQMidmmqaZ9bzMzEx27drF5MmT890fFhZmmjO/2dq1awkNDeWtt97igw8+wMfHh4ceeohXXnkFb2/vQp+TkZGRb01GWlqaWfEKB5enSfnWWrXAgRKzYcOGWXy6XhIzx1OpUiWGDh3K3LlziYyMdKzEzM0NFi2CTp1UL83Bg6FrV72jcniyvkxHbm5q13F2tsVPrVu35pSUFLKzswkMDMx3f2BgIElFbDM9fvw4mzdvZv/+/Xz55ZdER0fz+eefF1vUdtasWfj7+5uOpk2bWvTnEA7gxx/h009NhS8Dbm7LZMdycnL4/PPPAVWmxsvLq8zHf/7zH+mn56DGjx+Pi4sLP/30E/sdbZdjhw65pQVGjgRH2sRghzRNy9eKSejghRfyV/y3kBInZo8++iiXbmwLff/9902jUE8++SR+fn5mB3DzOglN04pcO5GTk4PBYOCjjz6iffv2PPDAA0RFRbFixQrS09MLfY6xrIfxkAK45UwhTcoL9Mu0Y3FxcVy6dAkfHx8uX75Menp6mY+ff/4ZV1dXvX80YYYGDRrwyCOPADhWwVmj119XC6X//lstnBZmO3bsGCkpKXh6etKmTRu9wymf5s6FTZugZk1o3FitL8t7mKnEU5nffvstV65cwc/Pj//973/cf//9VK9enQULFph14apVq+Lq6lpgdCw5ObnAKJpRjRo1qFWrFv7+/qb7mjRpYlqDc3shu+w8PT3xzFMS4VJhNUeE85o1C44dy9ekPF+/TDtn/ETcvn17Kd4sAFVw9osvvuDDDz/ktddeIygoSO+QSq5yZZg9GwYMgFdfhccfh4YN9Y7KIRlfG0JCQvK9xwkb6tPHKqct8Sv9HXfcwZQpU7j33nvRNI1PP/20yJGygQMH3vJ8Hh4ehISEsH79etMnQID169fz8MMPF/qcO++8k88++4zLly9TsWJFAA4fPoyLi4vsMhMFHTqkephBvibljpSYyRoScbNOnTrRsWNHtm7dSkxMDDNnztQ7pNJ54glYtgx++UW1a1q3rty0RLMkeW2wA9OnW+e8Wgn98ccfWocOHbSqVatqLi4umr+/v1apUqUCR+XKlUt6Sm3VqlWau7u7tnTpUi0uLk4LDw/XfHx8tJMnT2qapmmTJ0/WnnrqKdPj09LStNq1a2v//e9/tQMHDmgbNmzQbr/9dm3YsGElvubp06c1QDt9+nSJnyMcUE6Opt13n6aBpvXsqb6+4dtvv9UALSQkRMcAS6Zx48YaoH377bd6hyLsyGeffaYBWpUqVbQrV67oHU7pHTqkaR4e6t/n6tV6R+OQWrVqpQHa559/rncoNlNe3r9LnJjlZTAYtLNnz1okgHfffVcLDg7WPDw8tLZt22obNmwwfW/QoEFaly5d8j3+4MGDWrdu3TRvb2+tdu3aWkREhHb16tUSX6+8/I8t9z76SL3oe3lp2rFj+b71559/aoBWr149nYIrmXPnzmmABmgpKSl6hyPsyPXr17V69eppgLZw4UK9wzHPjBnq32iNGpp28aLe0TiUS5cuaS4uLhqgJSQk6B2Ozdjd+7fBoGkuLkUf5p5W00pf7+LUqVPUrVvXcQoc5nHmzBnq1KnD6dOnZfrTWV28qBZiJierdSzTpuX79pEjR2jUqBG+vr52veZw3bp19OrVi0aNGnHo0CG9wxF2Zs6cOYSHh9OoUSMOHjyIi4tum+zNc+0atGwJR47A2LFqIbUokV9++YVu3boRHBxsqk1YHtjd+/fXX+f/+vp1iI1VJWFefhmGDjXrtGatJg4ODubixYssXbqUgwcPYjAYaNKkCUOHDs23MF8IXUybppKyO+4otEm5cY1ZWloamZmZeHh42DrCEpE1JKI4Q4YMYfr06Rw+fJh169bx4IMP6h1S6Xh5qW4c3burZucDB0JoqN5ROQQpk2EnClsP/9//QrNmsHq12YmZWR+xdu7cScOGDZk9ezbnz58nJSWF2bNn07BhQ3bv3m1WIEJYxPbtYNwpHBNTaJPySpUqmUYXzlu4/owlSVVvURxfX19TW7zIyEidozFTt27Qvz9omqpxZoVinc5IEjM716ED/Pyz2U83KzGbMGECDz30ECdPnmTNmjV8+eWXnDhxggcffJDw8HCzgxGiTG40KUfT4Kmn4N57C32Yi4sLlStXBlShY3uUlZXF9u3bAXnxFUUbO3Ysbm5u/P777477oTgqCvz9Va/BmBi9o7F7OTk5bN26FZAPbXYpPR3mzYMyTLWaPWL2/PPP56ur5ObmxnPPPcfOnTvNDkaIMrnRpJxKlW5ZvNLeS2bs37+fy5cv4+vrK90qRJHq1KlD3759AdV72CEFBsIbb6jb06ZBQoK+8di5w4cPc/78eby9vWnVqpXe4ZRvlStDQEDuUbmyKsu0bBm8/bbZpzUrMfPz8yM+Pr7A/adPn8b3Rq0oIWwqT5Ny3nhDVRcvhr0nZsapig4dOkiVflGsiIgIAFavXs2ZM2d0jsZMw4er6Z+0NNXXVhTJ+NoQGhqKu7u7ztGUc7Nn5z/mzoVvv4VTp+Chh8w+rVmJWb9+/Rg6dCirV6/m9OnTnDlzhlWrVjFs2DCeeOIJs4MRwmzGJuUdOsDTT9/y4Y6SmMlUhbiVkJAQunTpQlZWFvPmzdM7HPO4uMDCheDqCp99Bt9/r3dEdkvWl9mR++5Tm1YGDVLHU0/B/ferkbNCBq9KyqzE7J133uHRRx9l4MCB1KtXj+DgYAYPHsx///tf3jRWWhfCVvI2KV+4UP33Fuy9X6a8+IrSMI6aLVq0iMuXL+scjZlat1b9bEH1t716Vddw7JV8aLMj9evDv/8WvP/cOfU9M5mVmHl4eDBnzhwuXLjAnj17iI2N5fz588yePVt6dgnbunYtt0n5uHHqxb0E7HnELDk5maNHjwJqKlOIW3nwwQe5/fbbSU1NZdmyZXqHY74ZM9Si6RMn4LXX9I7G7qSmpnLgwAFAPrTZhaLKwF6+rMrBmKlMXZErVKhA5cqVqVmzpuMVNxTOwdikvGZNKEXPQHtOzIw7rpo0aWLaPSpEcVxcXJgwYQKjRo0iOjqa0aNHO+baRF9ftU7n0UfV4ukBA0A2v5hs27YNTdNo0KAB1W+xjlZY0Y0RagwGeOklqFAh93vZ2bBtW4kHCQpT5myqadOm5arysLAjhw/n7ubK06S8JOw5MZOpCmGOQYMGERAQwIkTJ/jqq6/0Dsd8ffrAgw+qKuojRxY9KlEOyRIHOxEbqw5Ng337cr+OjYW//4ZWrWDFCrNPX+bEzIyOTkKUnabBqFGQmQk9e8L//V+pnu4IiZm8+IrSqFChAiNHjgQcuHQGqFGI+fPVKMTGjaq9jQDkQ5vd+O03dQwapDaqGL/+7Te15nnRIrj9drNPL/OPwjF98gn88ouax58/X72Yl4K9JmbXr1+XwrLCbGPGjMHDw4MtW7aYpsQdUnAwTJ+ubk+apBZTl3N5C8vKa4OdWL4c/PwsftoyJ2ZTp04lICDAErEIUTIXL+bO8b/wAjRoUOpT2GtitnfvXtLT06lUqRJ33HGH3uEIBxMUFET//v0BBx81A1UCp3lzlZQ9/7ze0eju4MGDpKam4uPjQ4sWLfQORxjt2AHPPQePP67WRuY9zFSmxCwzM5NHH32UihUrluU0QpTOtGlw9iw0blxok/KSMCZm58+fJycnx5LRlYlxqqJjx46yoUaYxVg644svvuDEiRM6R1MG7u6q/A3A0qWwaZO+8ejM+NrQrl27fF13hI5WrYI774S4OPjyS7UuMi4Ofv1VtRkzk1mv/FevXmXo0KFUqFCBZs2amboAjBs3jjeMi7GFsIYdO3KblC9YUGiT8pIwJmbZ2dmkpqZaKroyk/VloqxatGhB9+7dycnJYe7cuXqHUzZ33gnDhqnbI0eqNaXllKwvs0Ovv64q/n/7LXh4qE1oBw9C375Qt67ZpzUrMZsyZQp//fUXv//+O155anV069aN1atXmx2MEMXKzs5tUv7kk0U2KS8JT09PfHx8APuaztyyZQsgiZkom4kTJwKwZMkSLl68qG8wZfXGG1C1Khw4oN4Eyyl5bbBDx45Br17qtqcnXLmi1jtPmADvvWf2ac1KzL766ivmz5/PXXfdhSHPouumTZty7Ngxs4MRolgxMbB7d4malJeEva0zS0pK4uTJkxgMBiksK8okLCyMZs2acfnyZZYsWaJ3OGVTpQpERqrbL7+sis+WM+fPn+fvv/8G1DIHYScCAlQrQIBatWD/fnX74sUyda4wKzH7999/Cy1ud+XKlXyJmhAW888/am0ZqKKygYFlPqW9JWbGqYrmzZvjZ4WdPqL8MBgMprVmc+bM4fr16zpHVEZPPQVdukB6OowZU+5qm23btg2A22+/3dROTtiBu++G9evV7b59VUuxp5+GJ56A//zH7NOalZi1a9eO7777zvS1MRlbvHixDLMK64iIUJ9M2reH4cMtckp765cp68uEJfXv35/q1atz5swZPv/8c73DKRuDQW0EcHeHdevUQutyRNaX2an589VuTIApU9RmtLNn1Y7MpUvNPq1ZidmsWbOYNm0aI0eOJCsrizlz5tC9e3dWrFjBa9LfTFjaTz/B6tWlalJeEvY2YiZrSIQleXl5MWbMGAAiIyMdvxj4HXfkls0YNy53CqkckNcGO5SVBd98k/t+5OKiymasXQtRUVCGdnpmvcN17tyZP/74g6tXr9KwYUN++uknAgMD+fPPPwkJCTE7GCEKSE9XFf4Bxo6FNm0sdmp7SswyMzPZuXMnIJ+KheWMGDECLy8vdu3axSZnKDcxdaqqW5iQoHoUlgPZ2dmmqUxJzOyIm5vaKZyRYfFTmz300KJFC1auXMn+/fuJi4vjww8/lKJ3wvLeeMOsJuUlYU+J2Z49e8jIyKBKlSrcXoZWHkLkVa1aNQYNGgSoUTOH5+2tNgGBanYeG6tvPDZw4MABLl++jK+vL82aNdM7HJFXhw5W+Rs0KzFzdXUlOTm5wP3nzp3D1dW1zEEJAeRvUh4dbfHWF/aUmOUtLCsbaIQlhYeHA/DNN99w+PBhfYOxhB49oF8/yMmBZ55RZXScmHEas0OHDvL+am9GjYKJE9Vasz//hL178x9mMisxK2qtQkZGBh4eHmYHI4RJ3ibl998P//2vxS9hT4mZrCER1nLHHXfw4IMPomka0dHReodjGVFR6oPajh2qYbQTk01BZTBrFrRrB76+UL069OkDhw4V/fhnnlEbTUr676RfP1W+Zdw4VQy5dWu13Mb4XzOVqq+DsYq0wWBgyZIl+VoxZWdns3HjRunvJyxj1aoyNSkvCXtKzGTXlbCmiIgIvv32W1asWMErr7xi+tt3WDVrwmuvqXWnU6aoXXBBQXpHZRWSmJXBhg0werRKzrKyVMmlsDDVNulGgXGTr76CbdvU31ZJWammXqkSs9k3qi5rmsbChQvzDat6eHhQr149Fhp7mwlhrosXVeVkUP+QGja0ymXsJTFLSEjg9OnTuLi40K5dO11jEc6pa9eutGnThtjYWBYuXMg0Y01ARzZyJKxcCTt3qnI6H3+sd0QWl5KSwpEjRwApLGuWH37I//Xy5WrkbNcuuOee3PsTElR9vB9/zK3kXxLBwZaJ8yalmso8ceIEJ06coEuXLvz111+mr0+cOMGhQ4f48ccfpWK5KLsXXshtUv7ss1a7jDExS0lJsdo1SsL4ibhly5b5RqGFsJS8BWfnz59PhhV2ktmcq2tu+ZxPPskt9OlEjK8NTZo0oXIZyi84m7S0NC5dumQ6Svz3bOyLHBCQe19Ojipg/OyzYM7mig8+UNOYNWvCqVPqvuho+Prr0p/rBrPWmP3222/yRyKsY8eO3F1XMTFmNykvCWNilp6eTnp6utWucyuyvkzYQt++falVqxZJSUl88skneodjGSEhaqQD1JrUa9f0jcfCZBqzcE2bNsXf3990zJo169ZP0jQ1snrXXdC8ee79b76pSl+MG1f6QBYsUOd84AE102PciFKpUsnXqRWiVFOZeZ05c4a1a9cSHx9PZmZmvu9FRUWZHZAox/I2KR8wAO67z6qX8/Pzw83NjaysLM6dO0ft2rWter2iyPoyYQseHh6MHTuWyZMnExUVxaBBg5xjB/Arr8Dnn8PRo2qx98sv6x2RxUhiVri4uDhq1apl+tqzJB/gx4xROyU3b869b9cumDNH9WA259/CvHmweLHaVGCsIAAQGqq6AJhLM8PPP/+sVahQQWvWrJnm5uamtW7dWqtUqZLm7++v3Xvvveac0mZOnz6tAdrp06f1DkXcbO5cTQNN8/fXtKQkm1wyMDBQA7Q9e/bY5Ho3S09P1zw8PDRAO3r0qC4xiPLj/Pnzmo+PjwZoP/30k97hWM5nn6nXDg8PTfv7b72jsYjr169rFSpU0ABt//79eodjF8x+/x4zRtNq19a048fz3z97tqYZDJrm6pp7gKa5uGhacPCtz+vlpWknT6rbFStq2rFj6vbhw+p7ZjJrKnPKlClMnDiR/fv34+XlxRdffMHp06fp0qULjz32mPlZoii/rNCkvCT03gCwe/duMjMzqVatGg0aNNAlBlF+VK5cmSFDhgBONrPxf/8HPXuq8jqjRjlFk/O9e/dy9epV/P39adKkid7hOCZNUyNla9bAr79C/fr5v//UU2oUbc+e3KNmTbXe7Mcfb33++vXVc272/ffQtKnZYZuVmB08eNBUTdrNzY309HQqVqzIzJkzefPNN0t1rpiYGOrXr4+XlxchISHFtg35/fffMRgMBY6///7bnB9D2BMrNCkvCb0Ts7xTFU4xrSTsXnh4OAaDgR9++IEDBw7oHY5lGAyqrI6Xl3oD/ugjvSMqs7xFp10s1B+43Bk9Gj78UO3Y9fWFpCR1GNcUV6mi1pvlPdzdVemVxo1vff5nn1XXWL1aJYHbt6syLlOnlmnjmln/t318fEy7IGrWrMmxY8dM3yvNDrfVq1cTHh7OtGnTiI2N5e6776Znz57Ex8cX+7xDhw6RmJhoOqSFjYO7uUm5Datb20tiJuvLhK00aNCARx55BMgtgeQUGjTI7Z8ZEQEXLugbTxnJ+jILWLBA7cTs2hVq1Mg9Vq+2zPn/9z+YPl01L796Ffr3V+9hc+bA44+bfVqzErOOHTvyxx9/ANCrVy8mTpzIa6+9xpAhQ0pVayUqKoqhQ4cybNgwmjRpQnR0NHXq1GHBggXFPq969eoEBQWZDmlT4cCuXVOfOMDiTcpLQs/ETNM0efEVupg4cSIAH3zwAWfPntU5GguaOBGaNIF//1WFZx2YvDZYgFoxVvAYPLjo55w8CTfamJXI00+rMhnJyWo07vRpGDq0TGGblZhFRUWZ6pXNmDGD7t27s3r1aoKDg1m6dGmJzpGZmcmuXbsICwvLd39YWJipfEBR2rRpQ40aNfjPf/7Db7/9VuxjMzIy8tU7SUtLK1F8wkbeeEPtprJCk/KS0DMxi4+P559//sHNzY3Q0FCbX1+UX506daJDhw5kZmby7rvv6h2O5Xh4qBELUK2abiQ3jubs2bMcP34cg8EgtUEdQXIyHDyo+jv/+2+ZT2dWYtagQQNatmwJQIUKFYiJiWHv3r2sWbOG4BJWwk1JSSE7O5vAmxZ5BwYGkpSUVOhzatSowXvvvccXX3zBmjVraNy4Mf/5z3/YuHFjkdeZNWtWvnonTcuwIE9Y2OHDaqE/WKVJeUnomZgZPxG3atWKChUq2Pz6ovwyGAymUbMFCxboWsfP4u65R00xgep9eP26vvGYwfja0KxZM/z9/XWORhTp0iW1gaBmTejSRf3t1awJTz6ZW8zWDGYnZoW9kV28eLHUO8tuXvCsaVqRi6AbN27M008/Tdu2benUqRMxMTH06tWLd955p8jzT5kyhdTUVNMRFxdXqviElWiamsLMzIQePazSpLwk7CExk/VlQg+PPPIIwcHBpKSk8MEHH+gdjmW99Zaq7r5vH9zo8exIZBrTQQwbpvprfvedKjCbmgrffqvahD39tNmnNSsxO3nyJNnGCrd5ZGRkkJCQUKJzVK1aFVdX1wKjY8nJyQVG0YrTsWNHUy+xwnh6euLn52c6fH19S3xuYUWrVsHPP6vK/u++a5Um5SVhD4mZvPgKPbi5uRF+Yy1NVFQUOTk5+gZkSVWrwttvq9svvQS32FBmb+S1wUF89x0sW6YGF/z81M7PHj1U0dnvvjP7tKWq/L927VrT7R9//DHfEGt2dja//PIL9erVK9G5PDw8CAkJYf369aYdQgDr16/n4YcfLnFMsbGx1KhRo8SPF3bg4kW1awqs2qS8JPTql5menk5sbCwgL75CP0OGDGH69OkcOnSI77//nl6laeBs7wYPhhUrYNMm1W7nq690DqhkMjMz2bFjByCj6XavShUobKrZ3x/K0rayNNVoDQaDZjAYNBcXF9Nt4+Hh4aE1atRI++abb0p8vlWrVmnu7u7a0qVLtbi4OC08PFzz8fHRTt6opDt58mTtqaeeMj1+9uzZ2pdffqkdPnxY279/vzZ58mQN0L744osSX1Mq/9uB0aPV3phGjTTt2jVdQzlw4IAGaJUrV7bpdTdu3KgBWlBQkJaTk2PTawuR16RJkzTA7ru2mGX/fk1zc1OvN199pXc0JbJ9+3YN0AICAuS14SZ29/69aJGmdeumaf/8k3tfYqKmhYVp2sKFZp+2VCNmxqHu+vXrs2PHDqpWrWp+Rgj069ePc+fOMXPmTBITE2nevDnr1q0zbSBITEzMV9MsMzOTSZMmkZCQgLe3N82aNeO7777jgQceKFMcwoZ27sxtUr5ggVWblJeEccTs4sWLZGdn26z0St71ZVJYVuhp7NixzJ49m99++43Y2Fja2LhkjVU1a6Z6Fr7xhirH85//QMWKekdVrLyFZeW1wc4tWKCqCgQHQ9266r74ePW+9u+/amew0e7dJT5tqRKzbdu2cf78eU6cOGG67/3332f69OlcuXKFPn36MG/evJI1FL1h1KhRjBo1qtDvrVixIt/Xzz33HM8991xpQhb2xMZNyksiICAAUJtOLly4UOYPGyUla0iEvahbty59+/blk08+ISoqyvk2Arz4olrTevKkanBuXHtmp4zlouS1wQH06WOd85ZmeK1Hjx7aG2+8Yfp67969mpubmzZs2DAtMjJSCwoK0qZPn2728J0t2N1QaHkyb57Nm5SXhL+/vwZof9uo+XFOTo5WvXp1DdA2b95sk2sKUZwdO3ZogObm5qadOXNG73As77vv1GuPq6um/fWX3tEUq27duhqg/fLLL3qHYnfKy/t3qXZl/vXXX/znP/8xfb1q1So6dOjA4sWLiYiIYO7cuXz66acWTBuF00hM1KVJeUnYemfmiRMnSE5Oxt3dnZCQEJtcU4jihIaGcs8995CVlcW8efP0DsfyHnhANTo3jtrb6Q7Uf/75h/j4eFxcXGjfvr3e4YjSuHxZ1TXLe5ipVInZhQsX8pWy2LBhA/fff7/p63bt2nH69GmzgxFOLCJC/aG2a2fTJuUlYevEzDiN2bZtW7y8vGxyTSFuJeLGTulFixZx+fJlnaOxguhotb7szz9hyRK9oymU8bWhRYsWVLTztXACOHECevUCH5/cnZiVK0OlSmXalVmqxCwwMNC0viwzM5Pdu3fnmwdPS0vD3d3d7GCEk1q/Xq3x0KFJeUnolZjJGhJhT3r37s1tt93GxYsXWb58ud7hWF7t2vDqq+r288+rNjp2RtaXOZgBA+DCBVXL7Jdf4Ndf1fHbb+q/ZipVYnb//fczefJkNm3axJQpU6hQoQJ333236ft79+6loY41qYQdunYNjJs7xoyBtm31jacQtk7M5MVX2CMXFxcmTJgAQHR0dKFFxB3e6NHQpo2qpThpkt7RFCDdQBzM3r2wfDn06wddu6q2THkPM5UqMXv11VdxdXWlS5cuLF68mMWLF+Ph4WH6/rJlywo0JRflnLFJeY0a8MorekdTKFsmZleuXGHv3r2AJGbC/gwaNIiAgACOHz/O119/rXc4lufmpkbtDQb44AM1smEnMjIy2LVrFyCvDQ6jXTuwwvKtUpXLqFatGps2bSI1NZWKFSsWqPn02Wefyby4yHXkiO5NykvClonZjh07yM7Opnbt2tSpU8fq1xOiNHx8fBgxYgSvv/46kZGRPProo3qHZHnt28PIkaqe4ogRatRD53qKoLrYZGZmUrVqVZl5chRLlqi/oYQEaN4cbl7K1bKlWac1q1emv79/oYU4AwIC8o2giXJM09QUprFJ+WOP6R1RkWzZlknWlwl7N2bMGDw8PNiyZQtbt27VOxzreP11CAqCw4dVw3M7kHeJgxSWdRD//gvHjsH//qdGz1q3VlPlxv+ayazETIhbWr06t0n5/Pm6NSkvCVuOmMn6MmHvatSoQf/+/QHV3Nwp+fvD7Nnq9muvqeUWOpP1ZQ5oyBCVgP35Jxw/rnZp5v2vmSQxE5aXmgo3FhEzbRrcdpu+8dyCrRIzTdNMIxDy4ivsmXETwBdffMHJkyf1DcZa+vWD7t0hI0ON7muaruHIaLoDOnUK3nwTOnSAevVUa6a8h5kkMROW98ILkJQEjRqBA7TQslVidvToUVJSUvD09HSufoTC6bRs2ZLu3buTk5PDnDlz9A7HOgwGtc7M01OV9Fm9WrdQTp8+TUJCAq6uroSGhuoWhyil++6Dv/6y+GklMROWlbdJufFFz84Z+2OeO3cOzYqfmo2fiENCQmQtprB7xoKzS5YsITU1VedorOS223I7kkyYoMpo6MC4xKFVq1b4+PjoEoMwQ+/e6u9mxgz44gtYuzb/YaZS7coUolh525307w952nfZM+OIWWZmJleuXLHazmJZXyYcSY8ePWjatClxcXEsXryYSXZY98sinnsOPvoIDh1So/3z59s8BFlf5qBGjFD/nTmz4PcMBvWeaAYZMROWs3Ah7NqlFtZGRuodTYlVqFABzxsje9aczpQXX+FIDAaDadRs7ty5XL9+XeeIrMTTExYsULdjYmD7dpuHIOvLHFROTtFHGQo0S2ImLCMxEaZOVbeNW9EdhMFgsPo6s0uXLrF//35AXnyF4xgwYADVq1fn9OnTfP7553qHYz333gtPPaU2AIwYAVlZNrt0eno6sbGxgLw2OLRr1yx2KknMhGVMnJjbpPyZZ/SOptSsnZht376dnJwcgoODqVGjhlWuIYSleXl5MXr0aECVzrDmGkzdvfOOaj4dGwvvvmuzy+7atYvr168TGBhIvXr1bHZdYQHZ2aqjTa1aULFibomMF1+EpUvNPq0kZqLs1q+HTz6x2yblJWHtxEymKoSjGjlyJF5eXuzcuZNNmzbpHY71VK+uSh+AWmt25oxNLpt3iYMUlnUwr70GK1aoIsV5N3S1aKG6AphJEjNRNteuqcbAYLdNykvCVomZrC8TjqZatWoMHDgQcOKCs0bDhkGnTnD5MoSH2+SS8qHNgb3/Prz3HgwYkH9AomVL+Ptvs08riZkomzffVD0x7bhJeUlYMzHLyckxFZaVF1/hiIwFZ9euXcuRI0d0jsaK8o76f/EFfPedVS+naZokZo4sIaHwAuo5OVCGzTKSmAnzOUiT8pKwZr/MQ4cOceHCBby9vWnVqpXFzy+Etd1xxx306tULTdOIjo7WOxzratkyt3PJmDFw9arVLnXy5EmSkpJwc3MjJCTEatcRVtKsGRQ2vf/ZZ9IrU+hA09QUZkYGhIXZdZPykrDmiJnxE3FoaCju7u4WP78QtjBx4kQAli9fbpO+srqaMQPq1oWTJ606E2B8bWjbti3e3t5Wu46wsCFDIC0Npk9Xyfubb6pRsjVr4OmnVWWCl14y+/SSmAnzfPqpWvTv6al2MDn4olVbJGayvkw4sq5du9K6dWvS09NZtGiR3uFYl48PzJunbr/zDhw4YJXLyDSmg1q5EtLTVeX/1ath3Tr1HvjSS3DwIHzzjerDaiZJzETppabmLoydOtXum5SXhC0SM3nxFY7MYDCYRs3mzZtHRkaGzhFZ2UMPwcMPq5pmxo4mFibdQBxU3rIxPXrAhg1qw8jVq7B5s5pFKgNJzETpvfhibpPy55/XOxqLyNsv05IuXrzIgRuftuXFVzi6vn37UrNmTZKSkli1apXe4Vjf3Llq9GzzZjVKYkFXrlzhrxsNsOW1wQFZcZZIEjNROrt25RZfdJAm5SVhrRGzbdu2AdCgQQOqV69u0XMLYWseHh6MGzcOgMjISOcuOAtqndnLL6vbzz4LFtwctHPnTrKzs6lVqxZ16tSx2HmFjTRqBAEBxR9mkibmouQctEl5SRgTs0uXLnH9+nWLLdKX9WXC2QwfPpxXXnmFffv28csvv9CtWze9Q7KuceNUvaq9e1Vytny5RU6bd4mDFJZ1QC+/rPpCW4EkZqLkFi6EnTsdrkl5SVSqVAmDwYCmaZw/f57AwECLnFfWlwlnU7lyZYYMGcK8efOIjIx0/sTM3V299t15p6ry/r//wT33lPm0sr7MwT3+uOoWYQUylSlKJikpt0n5a685VJPyknB1daVy5cqA5aYzpbCscFbjx4/HYDDwww8/mNZQOrVOnWD4cHV7xAjIzCzT6aSwrIOz8ginJGaiZCIiVJPy0FD1wuSELL3OLC4ujkuXLuHj40OLFi0sck4h7EHDhg155JFHAJg9e7bO0djIrFlQrZoqh1DGGYNjx46RkpKCh4cHbR20jV25ZuW1lZKYiVv7+WeHb1JeEpZOzIyfiNu3b4+bm6waEM7FWDrjgw8+4OzZszpHYwOVK4OxV+jMmXD8uNmnMr42hISE4OkkG6jKlZwcq01jgiRm4lauXYNRo9Tt0aPBiduGWCsxk6kK4Yw6depEhw4dyMzMJCYmRu9wbGPAALjvPvW6OGaM2SMnsr5MFEf3xCwmJob69evj5eVFSEgImwrrO1WIP/74Azc3N1q3bm3dAMu7t95yiiblJWHpfpny4iucWd6CszExMaSnp+sckQ0YDKpMkIcHfP+9anRuBvnQJoqja2K2evVqwsPDmTZtGrGxsdx999307NmT+Pj4Yp+XmprKwIED+Y8TlWuwS0ePqp5fALNnW21rsL2w5IjZ+fPnOXToEAAdO3Ys8/mEsEePPPIIwcHBpKSk8MEHH+gdjm00bgyTJ6vb48ertbelkJaWxr59+wApoyMKp2tiFhUVxdChQxk2bBhNmjQhOjqaOnXqsGDBgmKf98wzz9C/f3/5tGFNNzcp79tX74iszpiYxcfHc+rUqTId3333HQCNGjUydRUQwtm4ubkRfqM9W1RUFDlWaFtkl6ZMUa3o/vmn1M2qd+zYQU5ODnXr1qVmzZpWClA4Mt1WJGdmZrJr1y4mGz953BAWFmaaAirM8uXLOXbsGB9++CGvvvrqLa+TkZGRr6dbWlqa+UGXJ59+Cj/95DRNykvCmECtXr2a1atXW+Sc8uFBOLshQ4Ywffp0Dh06xLp163jwwQf1Dsn6vLzUlGZYmGp2PnAglHB3pSxxELei24hZSkoK2dnZBQp5BgYGkpSUVOhzjhw5wuTJk/noo49KvMtt1qxZ+Pv7m46mTZuWOXanl5oKEyao207SpLwkunXrRt26dfHy8rLIUa1aNQYPHqz3jyWEVfn5+TH8Ro2vKOOuxfKge3d44gm1Q++ZZ1RnlBKQ9WXiVnRf/H9zKwpN0wptT5GdnU3//v15+eWXadSoUYnPP2XKFFJTU01HXFxcmWN2ei++CImJcPvtTtOkvCQaNmzIqVOnSE9Pt8iRnJxM165d9f6xhLC6sWPH4urqym+//UZsbKze4dhOVJRae7tzpyoldAuappmKTsv6MlEU3RKzqlWr4urqWmB0LDk5udB2OGlpaezcuZMxY8bg5uaGm5sbM2fO5K+//sLNzY1ff/210Ot4enri5+dnOnx9fa3y8zgNJ21SLoSwnrp169L3xjrUcjVqFhSkCs+Cml34559iH3748GHOnz+Pl5cXrVq1skGAwhHplph5eHgQEhLC+vXr892/fv36Qj9J+Pn5sW/fPvbs2WM6RowYQePGjdmzZw8dOnSwVejOK2+T8ieeAGfvgSeEsJiIiAgAVq1aRUJCgs7R2NDw4dC+vdqdeeN3UBTj+rLQ0FA8PDxsEZ1wQLpOZUZERLBkyRKWLVvGwYMHmTBhAvHx8Yy40fJnypQpDBw4UAXq4kLz5s3zHdWrV8fLy4vmzZvj4+Oj54/iHBYtym1SXp4+9Qohyiw0NJR77rmHrKws5s2bp3c4tuPqqqYxXVxg9Wr48cciHyrry0RJ6JqY9evXj+joaGbOnEnr1q3ZuHEj69atIzg4GIDExMRb1jQTFpKUpLaAg1M2KRdCWJ9x1GzRokVcvnxZ52hsqE0bVdMMVJmhIortGhMzWV8mimPQNCt347QzZ86coU6dOpw+fZratWvrHY79GDAAPv5YNSnfutVp+2EKIawnJyeHxo0bc/ToUebOncvYsWP1Dsl20tKgSRNISIAXXijQKSU1NZXKlSujaRpJSUmFrqUWxSsv79+678oUduDnn1VS5uRNyoUQ1uXi4sKEG6V2oqOjyS5hCQmn4OsLc+eq22++CX//ne/b27ZtQ9M06tevL0mZKJYkZuVdOWpSLoSwvkGDBhEQEMDx48f5+uuv9Q7Hth55BB58EK5fh5Ej8zU5l/VloqQkMSvvjE3Kg4Kcvkm5EML6fHx8TBu4ylXpDFAdUubNA29v+P13yNM/VNaXiZKSxKw8y9ukPDra6ZuUCyFsY8yYMbi7u/PHH3+wbds2vcOxrXr1YPp0dXviRDh/npycHFNhWRkxE7ciiVl5lbdJeffu5aJJuRDCNmrUqEH//v2BcjhqBqqeWbNmkJICkydz8OBBUlNTqVChAi1bttQ7OmHnJDErrz77rNw1KRdC2I6xdMbnn3/OyZMn9Q3G1tzdc1s0LV7M8RtTmu3atStxn2dRfkliVh5dugTh4er2lCmqJ6YQQlhQy5Yt6datGzk5OcyZM0fvcGzvrrtg6FAA2rz3Hm7I+jKbmzUL2rVTO2arV4c+feDQodzvX7+u+kG3aAE+PlCzJgwceMvWWtYmiVl5VE6blAshbGvixIkALFmyhNTUVJ2j0cGbb0LVqtS+cIFwZH2ZzW3YoJbsbN0K69dDVhaEhcGVK+r7V6/C7t3qPXH3blizBg4fhoce0jVsKTBb3uzerT5B5OSoP1TphymEsBJN02jevDlxcXG8/fbbTJo0Se+QbO7yu+9SccwYrgDXdu2iStu2eofksMr8/v3vv2rkbMMGuOeewh+zY4fqfXrqFNStW7aAzSQjZuWJNCkXQtiQwWAwrTWbO3cu169f1zki29tUvz6/Az5AlRkz8tU2E+ZJS0vj0qVLpiMjI6NkTzSO2gYEFP8YgwEqVSpznOaSxKw8WbRIfRrw85Mm5UIImxgwYADVq1fn9OnTfP7553qHY3N/bt3KSCDLxQW++QbKW9FdK2jatCn+/v6mY9asWbd+kqap3bJ33QXNmxf+mGvXYPJk6N9fvU/qRBKz8iIpCaZOVbdff12alAshbMLLy4vRo0cDqnRGOVs9w5YtW/gb+CssTN0xdiyUpwbvVhAXF0dqaqrpmDJlyq2fNGYM7N0Ln3xS+PevX4fHH1czSjExlg24lCQxKy8mTlRDtKGhajpTCCFsZOTIkXh5ebFz5042bdqkdzg2k52dbSqw6z5jBjRoAGfO5BagFWbx9fXFz8/PdHh6ehb/hLFjYe1a+O03KGxt2vXrqpbniRNq7bWOo2UgiVn58Msv0qRcCKGbatWqMXDgQKB8FZw9cOAAly9fpmLFijQLDVU1IwHmzIE9e3SNrVzQNDVStmYN/Por1K9f8DHGpOzIEfj5Z6hSxfZx3kQSM2eXkZHbpHzUKGlSLoTQxYQJEwBYu3YtR44c0Tka2zD2x+zQoQOurq5w//0qCci7EUtYz+jR8OGHamDC11ct6UlKgvR09f2sLPjvf2HnTvjoI/X/xfiYzEzdwpbEzNm99ZaqyxIUBK++qnc0Qohy6o477qBXr15omkZ0dLTe4djEli1bgJvql82erZKEbdtg8WKdIisnFixQS3i6doUaNXKP1avV98+cUVOcZ85A69b5H3Pj/50eJDFzZkePwmuvqduzZ0uTciGErowFZ5cvX865c+d0jsb6jCNm+RKzmjVzX5cnT4azZ3WIrJzQtMKPwYPV9+vVK/oxXbvqFrYkZs7q5ibl/frpHZEQopzr2rUrrVu3Jj09nUWLFukdjlWlpKSYpmw7duyY/5vGZSUXL6qNWULkIYmZs5Im5UIIO2MwGEyjZvPmzSt5YVAHtHXrVkBN4QbcXNDU1VXVlXRxUWubfvlFhwiFvZLEzBlJk3IhhJ3q27cvNWvWJCkpiVWrVukdjtUUur4sr5AQNasBMHKkKm4qBJKYOSdjk/LbbpMm5UIIu+Lh4cG4ceMAiIyMdNqCs4WuL7vZK6+oheZHjqiG50IgiZnz2b0b5s9Xt2NiwMtL33iEEOImw4cPx8fHh3379vGLE07jZWVlsX37dgA6d+5c9AP9/VVNM1AdWcpJGRFRPEnMnEne2jiPP64W/QshhJ2pXLkyQ4YMAdSombPZt28fV69exd/fnyZNmhT/4P/+V9U3y8xUU5pOOoIoSk4SM2fy3nvSpFwI4RDGjx+PwWDghx9+4MCBA3qHY1HG9WUdOnTAxeUWb7MGg5rl8PJSmwCK6uUoyg1JzJxFUpJa6A+qRk6NGvrGI4QQxWjYsCGPPPIIALNnz9Y5Gssq0fqyvBo2hBdeULcnTIALF6wUmXAEkpg5i0mTVIXjkBA1HC6EEHYuIiICgA8//JCzTlRo1ZiYFbu+7GbPPgtNmkByMkydaqXIhCOQxMwZ/PKLqoVjMEiTciGEw+jcuTMdOnQgIyODmJgYvcOxiLNnz3L8+HEMBgMdOnQo+RM9PFQLIVA1zm7UQRPljyRmji5vk/LRoyE0VN94hBCihAwGg2nULCYmhnRjc2kHZhwta9q0Kf6lbYPXpQsMGqQ2AIwYoZpsi3JHEjNHJ03KhRAO7NFHHyU4OJiUlBQ++OADvcMps1KvL7vZ229DQAD89RfMnWvByISjkMTMkUmTciGEg3NzcyP8RqeSqKgocnJy9A2ojMxaX5ZXtWrqAzfASy/B6dMWikw4CknMHJWmwZgxaiqzWzdpUi6EcFhDhgzBz8+PQ4cO8f333+sdjtkyMzPZsWMHUIYRM4D//Q/uvBOuXIHx4y0UnXAUuidmMTEx1K9fHy8vL0JCQti0aVORj928eTN33nknVapUwdvbmzvuuMPptlmX2Oefw48/qiblMTHSpFwI4bD8/PwYPnw44NgFZ//66y+uXbtG5cqVadSokfkncnFRGwHc3ODLL+GbbywXpLB7uiZmq1evJjw8nGnTphEbG8vdd99Nz549iY+PL/TxPj4+jBkzho0bN3Lw4EFeeOEFXnjhBd577z0bR66zS5dyP0VNnixNyoUQDm/s2LG4urry22+/ERsbq3c4ZjFOY3bs2PHWhWVvpUULuLExgjFj1OiZKBd0TcyioqIYOnQow4YNo0mTJkRHR1OnTh0WGLcM36RNmzY88cQTNGvWjHr16vHkk0/So0ePYkfZnNJLL+U2KZ88We9ohBCizOrWrUvfvn0B9d7giMq8vuxmL70EwcEQHw8zZ1rmnMLu6ZaYZWZmsmvXLsLCwvLdHxYWZmpncSuxsbFs2bKFLl26FPmYjIwMLl26ZDrS0tLKFLfudu+GefPUbWlSLoRwIsbSGatWrSIhIUHnaErP+N5VpvVlefn4qHZNoNrs7dtnmfMKu6ZbYpaSkkJ2djaBgYH57g8MDCQpKanY59auXRtPT09CQ0MZPXo0w4YNK/Kxs2bNwt/f33Q0bdrUIvHrQpqUCyGcWGhoKPfccw9ZWVnMM34AdRD//PMP8fHxuLi40L59e8ud+MEH4ZFHVE0z4+u/cGq6L/433LRoXdO0AvfdbNOmTezcuZOFCxcSHR3NJ8U0fZ0yZQqpqammIy4uziJx60KalAshnJxx1GzRokVcvnxZ52hKzjiN2aJFC3x9fS178jlzoGJF2LIFli2z7LmF3dEtMatatSqurq4FRseSk5MLjKLdrH79+rRo0YKnn36aCRMmMGPGjCIf6+npiZ+fn+mw+D8YWzl7VpqUCyGcXu/evbntttu4ePEiy5cv1zucEitzYdni1KmTu8bsuefg338tfw1hN3RLzDw8PAgJCWH9+vX57l+/fn2pFk5qmkZGRoalw7M/EydKk3IhhNNzcXFhwoQJAERHR5Odna1zRCVj8fVlNxs7Flq1ggsXYNIk61xD2AVdpzIjIiJYsmQJy5Yt4+DBg0yYMIH4+HhGjBgBqGnIgQMHmh7/7rvv8s0333DkyBGOHDnC8uXLeeedd3jyySf1+hFs49dfpUm5EKLcGDRoEAEBARw/fpyvv/5a73BuKSMjg127dgFWTMzc3FRzc4MB3n8ffvvNOtcRutM1MevXrx/R0dHMnDmT1q1bs3HjRtatW0dwcDAAiYmJ+Wqa5eTkMGXKFFq3bk1oaCjz5s3jjTfeYKYzbyPOyMgdIRs1SpqUCyGcno+Pj+kDuiOUzoiNjSUzM5OqVaty2223We9CHTqoDQCg3hfKw2xROWTQNE3TOwhbOnPmDHXq1OH06dPUrl1b73Bu7dVX4cUXVZPyv/+WfphCiHIhMTGR4OBgrl+/ztatW+nQoYPeIRVp9uzZRERE0Lt3b9auXWvdi128CI0bQ3IyvPIKvPCCda9nRxzu/dtMuu/KFMU4elQlZqB2YUpSJoQoJ2rUqEH//v0B+x81s/r6srwqVQJjK8JXX1XvE8KpSGJmr25uUv7443pHJIQQNmUsnfH5559z8uRJfYMphlV3ZBbmiSfU+0JGBowerd4vhNOQxMxeGZuUe3jAu+9Kk3IhRLnTsmVLunXrRk5ODnPnztU7nEKdPn2ahIQEXF1dadeunW0uajCozi+envDTT/Dpp7a5rrAJSczsUd4m5VOmQKNG+sYjhBA6mThxIgBLliwhNTVV52gKMo6WtWrVCh8fH9td+Pbbc2tbhoerckrCKUhiZo+kSbkQQgDQo0cPmjZtSlpaGkuWLNE7nAJsur7sZs8/rxK0pKRytQnA2UliZm/yNil/911pUi6EKNcMBoNprdmcOXO4fv26zhHlZ/P1ZXl5eakpTVDvFzt32j4GYXGSmNmTvE3K+/WDsDC9IxJCCN0NGDCA6tWrc/r0ab744gu9wzG5du0asbGxAKXqWGNR3brBgAFqA8Azz6hm58KhSWJmT6RJuRBCFODl5cXo0aMBiIyMxF7Kb+7atYvr168TGBhIvXr19AskMlKVU9q9O3cETTgsSczsRd4m5a++CjVr6huPEELYkZEjR+Ll5cXOnTvZvHmz3uEA+deXGfTcOR8YCG+8oW6/8AIkJOgXiygzSczsRd4m5aNG6R2NEELYlWrVqpl6J0dGRuocjaLr+rKbDR8OHTtCWhrcaAIvHJMkZvZAmpQLIcQtTbiRcKxdu5YjR47oGoumaabETLf1ZXm5uOS+f3z2GXz/vd4RCTNJYqY3aVIuhBAlcscdd9CrVy80TSM6OlrXWE6dOkVSUhJubm6EhIToGotJq1a5NTBHj4arV/WNR5hFEjO9vf02HD6s1ggY+2IKIYQolLHg7PLlyzl37pxucRjXl7Vp0wZvb2/d4ijg5Zehdm04cQJee03vaIQZJDHT07FjucnY7NmqOa0QQogide3aldatW5Oens6iRYt0i8OupjHzqlgxtxbm229DXJy+8YhSk8RML3mblP/nP9KkXAghSsBgMJhGzebNm0dGRoYucdjVwv+bPfww9O4N16+r2ph2Ul5ElIwkZnr5/HP44QfVpDwmRpqUCyFECfXt25eaNWuSlJTEqlWrbH79K1eusGfPHsBOEzODQY2aVagAmzbBypV6RyRKQRIzPVy6pJrOguqFKU3KhRCixDw8PBg3bhygT8HZnTt3kp2dTc2aNalTp45Nr11iwcEwY4a6PWkS6LgeT5SOJGZ6eOkl+OcfaNgwt6isEEKIEhs+fDg+Pj7s27ePX375xabXzru+TNfCsrcSHg7Nm6uk7Lnn9I5GlJAkZrYWG5u7MDMmRpqUCyGEGSpXrsyQIUMA2xectev1ZXm5u6vaZgDLlqlpTWH3JDGzJWlSLoQQFjN+/HgMBgM//PADBw4csMk1NU3L14rJ7t15Jwwbpm6PHAmZmfrGI25JEjNbWrwYtm8HX19pUi6EEGXUsGFDHnnkEQBmz55tk2seO3aMlJQUPDw8aNu2rU2uWWZvvglVq8KBA/Le4wAkMbOVs2fVQn9QRf+kSbkQQpRZREQEAB9++CFnz561+vWM05ghISF4enpa/XoWERAAxunemTNV8VlhtyQxs5VJk1ST8rZtpUm5EEJYSOfOnenQoQMZGRnExMRY/XoOs77sZk89BV27Qnq6qqEptc3sliRmtvDrr/Dhh9KkXAghLMxgMJhGzWJiYkhPT7fq9RxqfVleBgMsWKA2BKxbB19+qXdEogiSmFlbRkbuCNnIkdCunb7xCCGEk3n00UcJDg4mJSWFDz74wGrXSUtLY9++fYADJmYAd9wBzz+vbo8bB2lp+sYjCiWJmbW9/TYcOqSalEtDWSGEsDg3NzfGjx8PqE0AOTk5VrnOjh07yMnJoW7dutSqVcsq17C6qVNVDc2EBFVTU9gdScys6fjx3GQsKkqalAshhJUMHToUPz8//v77b77//nurXMNh15fl5e0N776rbs+dq2prCrsiiZm1aBqMHg3Xrqkm5U88oXdEQgjhtPz8/Hj66acBiLJSSQiHXV92sx49VC3NnBx45hlVY1PYDUnMrOWLL6RJuRBC2NC4ceNwdXXl119/NTUZtxRN09i6dSvgBIkZqFkcPz/YsQMWLdI7GpGHJGbWkJYGN9Y7SJNyIYSwjbp169K3b1/A8qNmhw8f5vz583h5edG6dWuLnlsXNWvmLrWZMgWSkvSNR5hIYmYN0qRcCCF0YSyd8cknn5CQkGCx8xrXl4WGhuLh4WGx8+pq5EgIDYVLl+DG703oT/fELCYmhvr16+Pl5UVISAibimmyumbNGrp37061atXw8/OjU6dO/PjjjzaMtgRiY9WCSlALLKVJuRBC2ExoaCj33HMPWVlZzJ8/32LndZr1ZXm5uqrami4u8Mkn8NNPekdkWbNmqRJVvr5QvTr06aOqJOSlaTBjhhpB9PZWRXht1He1KLomZqtXryY8PJxp06YRGxvL3XffTc+ePYmPjy/08Rs3bqR79+6sW7eOXbt2ce+999K7d29i7WVXSU6O+gSSkwN9+6oFlkIIIWzKOGq2cOFCLl++bJFzOsWOzMKEhKhOAACPPAK1aqkkpUYNCApSpZ6qV4dq1VS/zSpVVIunypVVpQF/f7VWzdcXKlYEHx+V4DRsqOuPBcCGDWoT3tatsH49ZGVBWBhcuZL7mLfeUuvt5s9X6+2CgqB7d11rvBk0Tb++DB06dKBt27YsWLDAdF+TJk3o06cPs2bNKtE5mjVrRr9+/XiphPVYzpw5Q506dTh9+jS1a9c2K+4iLVoEI0aoP9C//5Z+mEIIoYOcnBwaN27M0aNHef311+nfv3+Zznf16lWaNWuGpmkkJiYSFBRkoUjtxKVL0LIlnDpluXPWqKGW9FhQmd+///1XJZkbNsA996jRspo1ITw8t/BuRoZKRt98U+1Y1YGbLlcFMjMz2bVrF5ONjb1vCAsLMw0Z30pOTg5paWkEBAQU+ZiMjAwyMjJMX6dZKwvO26T81VclKRNCCJ24uLgwYcIERo8ezdSpU5k6dapFzlu/fn3nS8pAjXj99RccPaqmNQ2Gsh0uLlZtPZiWlsalS5dMX3t6epasoXxqqvqvMWc4cUJteggLy32Mpyd06QJbtpS/xCwlJYXs7GwCAwPz3R8YGEhSCXeHREZGcuXKFdMunMLMmjWLl19+uUyxlsjZsyrLbtBAmpQLIYTOBg8ezIoVK0wtlMrK1dWV0aNHW+RcdsnfX01rOoCmTZvm+3r69OnMmDGj+CdpmtrgcNdd0Ly5us+Ya9yUhxAYaNnRw1LSLTEzMtxU30vTtAL3FeaTTz5hxowZfP3111SvXr3Ix02ZMsW03gAgISGhwP9Ui2jZUn3iOHsW3HT/tQohRLlWoUIFtm/frncYwgri4uLytcQq0WjZmDGwdy9s3lzwezfnHJqma+1R3TKIqlWr4urqWmB0LDk5ucAo2s1Wr17N0KFD+eyzz+jWrVuxj715iDPv8KfFeXpC3brWO78QQghRzvn6+uLn51fyJ4wdC2vXwsaNkHdtmnFaOilJrYkzSk4uOIpmQ7rtyvTw8CAkJIT169fnu3/9+vV07ty5yOd98sknDB48mI8//phevXpZO0whhBBCOCJNUyNla9bAr79C/fr5v1+/vkrO8uYhmZlqc0AxeYi16TrnFhERwVNPPUVoaCidOnXivffeIz4+nhEjRgBqGjIhIYH3338fUEnZwIEDmTNnDh07djSNtnl7e+Pv76/bzyGEEEIIOzN6NHz8MXz9taqWYJyh8/dXJT0MBrUj8/XX4fbb1fH661ChApRxJ29Z6JqY9evXj3PnzjFz5kwSExNp3rw569atIzg4GIDExMR8Nc0WLVpEVlYWo0ePzrcIc9CgQaxYscLW4QshhBDCXhlLcXXtmv/+5cth8GB1+7nnID1dbdq7cAE6dFCFdn19bRlpPrrWMdODVeuYCSGEEMIqysv7t+4tmYQQQgghhCKJmRBCCCGEnZDETAghhBDCTkhiJoQQQghhJyQxE0IIIYSwE5KYCSGEEELYCUnMhBBCCCHshCRmQgghhBB2QhIzIYQQQgg7oWtLJj3k5OQAqt2TEEIIIRyD8X3b+D7urMpdYnb27FkA2rdvr3MkQgghhCits2fPUrduXb3DsJpy1yszKyuL2NhYAgMDcXGx7ExuWloaTZs2JS4uDl8dG6CWN/J714f83vUhv3d9yO9dH3l/7z4+Ppw9e5Y2bdrg5ua840rlLjGzpkuXLuHv709qaip+fn56h1NuyO9dH/J714f83vUhv3d9lMffuyz+F0IIIYSwE5KYCSGEEELYCUnMLMjT05Pp06fj6empdyjlivze9SG/d33I710f8nvXR3n8vcsaMyGEEEIIOyEjZkIIIYQQdkISMyGEEEIIOyGJmRBCCCGEnZDETAghhBDCTkhiZiExMTHUr18fLy8vQkJC2LRpk94hOb0ZM2ZgMBjyHUFBQXqH5XQ2btxI7969qVmzJgaDga+++irf9zVNY8aMGdSsWRNvb2+6du3KgQMH9AnWSdzqdz548OACf/sdO3bUJ1gnMmvWLNq1a4evry/Vq1enT58+HDp0KN9j5O/d8kryey9Pf/OSmFnA6tWrCQ8PZ9q0acTGxnL33XfTs2dP4uPj9Q7N6TVr1ozExETTsW/fPr1DcjpXrlyhVatWzJ8/v9Dvv/XWW0RFRTF//nx27NhBUFAQ3bt3Jy0tzcaROo9b/c4B7r///nx/++vWrbNhhM5pw4YNjB49mq1bt7J+/XqysrIICwvjypUrpsfI37vlleT3DuXob14TZda+fXttxIgR+e674447tMmTJ+sUUfkwffp0rVWrVnqHUa4A2pdffmn6OicnRwsKCtLeeOMN033Xrl3T/P39tYULF+oQofO5+XeuaZo2aNAg7eGHH9YlnvIkOTlZA7QNGzZomiZ/77Zy8+9d08rX37yMmJVRZmYmu3btIiwsLN/9YWFhbNmyRaeoyo8jR45Qs2ZN6tevz+OPP87x48f1DqlcOXHiBElJSfn+/j09PenSpYv8/VvZ77//TvXq1WnUqBFPP/00ycnJeofkdFJTUwEICAgA5O/dVm7+vRuVl795SczKKCUlhezsbAIDA/PdHxgYSFJSkk5RlQ8dOnTg/fff58cff2Tx4sUkJSXRuXNnzp07p3do5Ybxb1z+/m2rZ8+efPTRR/z6669ERkayY8cO7rvvPjIyMvQOzWlomkZERAR33XUXzZs3B+Tv3RYK+71D+fqbd9M7AGdhMBjyfa1pWoH7hGX17NnTdLtFixZ06tSJhg0bsnLlSiIiInSMrPyRv3/b6tevn+l28+bNCQ0NJTg4mO+++45HH31Ux8icx5gxY9i7dy+bN28u8D35e7eeon7v5elvXkbMyqhq1aq4uroW+LSUnJxc4FOVsC4fHx9atGjBkSNH9A6l3DDugpW/f33VqFGD4OBg+du3kLFjx7J27Vp+++03ateubbpf/t6tq6jfe2Gc+W9eErMy8vDwICQkhPXr1+e7f/369XTu3FmnqMqnjIwMDh48SI0aNfQOpdyoX78+QUFB+f7+MzMz2bBhg/z929C5c+c4ffq0/O2XkaZpjBkzhjVr1vDrr79Sv379fN+Xv3fruNXvvTDO/DcvU5kWEBERwVNPPUVoaCidOnXivffeIz4+nhEjRugdmlObNGkSvXv3pm7duiQnJ/Pqq69y6dIlBg0apHdoTuXy5cscPXrU9PWJEyfYs2cPAQEB1K1bl/DwcF5//XVuv/12br/9dl5//XUqVKhA//79dYzasRX3Ow8ICGDGjBn83//9HzVq1ODkyZNMnTqVqlWr8sgjj+gYteMbPXo0H3/8MV9//TW+vr6mkTF/f3+8vb0xGAzy924Ft/q9X758uXz9zeu4I9SpvPvuu1pwcLDm4eGhtW3bNt82X2Ed/fr102rUqKG5u7trNWvW1B599FHtwIEDeofldH777TcNKHAMGjRI0zRVQmD69OlaUFCQ5unpqd1zzz3avn379A3awRX3O7969aoWFhamVatWTXN3d9fq1q2rDRo0SIuPj9c7bIdX2O8c0JYvX256jPy9W96tfu/l7W/eoGmaZstEUAghhBBCFE7WmAkhhBBC2AlJzIQQQggh7IQkZkIIIYQQdkISMyGEEEIIOyGJmRBCCCGEnZDETAghhBDCTkhiJoQQQghhJyQxE0IIIYSwE5KYCSHKbMaMGbRu3Vq367/44osMHz7c9HXXrl0JDw/XLZ7itGvXjjVr1ugdhhDCTkliJoQolsFgKPYYPHgwkyZN4pdfftElvrNnzzJnzhymTp2qy/VL68UXX2Ty5Mnk5OToHYoQwg5JYiaEKFZiYqLpiI6Oxs/PL999c+bMoWLFilSpUkWX+JYuXUqnTp2oV6+eLtfPKzMz85aP6dWrF6mpqfz44482iEgI4WgkMRNCFCsoKMh0+Pv7YzAYCtx381Tm4MGD6dOnD6+//jqBgYFUqlSJl19+maysLJ599lkCAgKoXbs2y5Yty3ethIQE+vXrR+XKlalSpQoPP/wwJ0+eLDa+VatW8dBDDxW4Pycnh+eee46AgACCgoKYMWNGvu/Hx8fz8MMPU7FiRfz8/Ojbty9nz54t8DPkFR4eTteuXU1fd+3alTFjxhAREUHVqlXp3r07oKZ269ati6enJzVr1mTcuHGm57i6uvLAAw/wySefFPtzCSHKJ0nMhBBW8euvv/LPP/+wceNGoqKimDFjBg8++CCVK1dm27ZtjBgxghEjRnD69GkArl69yr333kvFihXZuHEjmzdvpmLFitx///1FjkRduHCB/fv3ExoaWuB7K1euxMfHh23btvHWW28xc+ZM1q9fD4CmafTp04fz58+zYcMG1q9fz7Fjx+jXr1+pf86VK1fi5ubGH3/8waJFi/j888+ZPXs2ixYt4siRI3z11Ve0aNEi33Pat2/Ppk2bSn0tIYTzc9M7ACGEcwoICGDu3Lm4uLjQuHFj3nrrLa5evWpaCzZlyhTeeOMN/vjjDx5//HFWrVqFi4sLS5YswWAwALB8+XIqVarE77//TlhYWIFrnDp1Ck3TqFmzZoHvtWzZkunTpwNw++23M3/+fH755Re6d+/Ozz//zN69ezlx4gR16tQB4IMPPqBZs2bs2LGDdu3alfjnvO2223jrrbdMX69bt46goCC6deuGu7s7devWpX379vmeU6tWLeLj48nJycHFRT4fCyFyySuCEMIqmjVrli/pCAwMzDdy5OrqSpUqVUhOTgZg165dHD16FF9fXypWrEjFihUJCAjg2rVrHDt2rNBrpKenA+Dl5VXgey1btsz3dY0aNUzXOnjwIHXq1DElZQBNmzalUqVKHDx4sFQ/582jdY899hjp6ek0aNCAp59+mi+//JKsrKx8j/H29iYnJ4eMjIxSXUsI4fxkxEwIYRXu7u75vjYYDIXeZ9ydmJOTQ0hICB999FGBc1WrVq3Qa1StWhVQU5o3P6a4a2maZhqVyyvv/S4uLmialu/7169fL/AcHx+ffF/XqVOHQ4cOsX79en7++WdGjRrF22+/zYYNG0wxnT9/ngoVKuDt7V3ozyWEKL9kxEwIYRfatm3LkSNHqF69Orfddlu+w9/fv9DnNGzYED8/P+Li4kp1raZNmxIfH29a3wYQFxdHamoqTZo0AVQymJiYmO95e/bsKdH5vb29eeihh5g7dy6///47f/75J/v27TN9f//+/bRt27ZUMQshygdJzIQQdmHAgAFUrVqVhx9+mE2bNnHixAk2bNjA+PHjOXPmTKHPcXFxoVu3bmzevLlU1+rWrRstW7ZkwIAB7N69m+3btzNw4EC6dOlimpq877772LlzJ++//z5Hjhxh+vTp7N+//5bnXrFiBUuXLmX//v0cP36cDz74AG9vb4KDg02P2bRpU6Fr5oQQQhIzIYRdqFChAhs3bqRu3bo8+uijNGnShCFDhpCeno6fn1+Rzxs+fDirVq0qVcFWg8HAV199ReXKlbnnnnvo1q0bDRo0YPXq1abH9OjRgxdffJHnnnuOdu3akZaWxsCBA2957kqVKrF48WLuvPNOWrZsyS+//MI333xjqvOWkJDAli1b+N///lfieIUQ5YdBu3kRhRBCOBBN0+jYsSPh4eE88cQTeodzS88++yypqam89957eocihLBDMmImhHBoBoOB9957r8DOR3tVvXp1XnnlFb3DEELYKRkxE0IIIYSwEzJiJoQQQghhJyQxE0IIIYSwE5KYCSGEEELYCUnMhBBCCCHshCRmQgghhBB2QhIzIYQQQgg7IYmZEEIIIYSdkMRMCCGEEMJOSGImhBBCCGEn/h/f7LLLVxN4UAAAAABJRU5ErkJggg==", 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", 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", 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", + "image/png": 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", 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", 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", 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", + "image/png": 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", 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", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -428,27 +416,17 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 13, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\Users\\pgasper\\Documents\\GitHub\\BLAST-Py\\functions\\state_functions.py:16: RuntimeWarning: invalid value encountered in double_scalars\n", - " dydx = k*p*((y0/k)**((p-1)/p))\n" - ] - }, { "data": { - "image/png": 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", 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -499,216 +477,11 @@ "plt.ylim((0.7, 1.02))\n", "plt.show()" ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(t_days/365, cell_metrics[5,:])\n", - "plt.plot(t_days/365, cell_lfp_metrics[4,:])\n", - "plt.plot(t_days/365, cell_nmc_metrics[3,:])\n", - "plt.xlabel('Time (years)')\n", - "plt.ylabel('Relative DC resistance')\n", - "plt.legend(['NMC-Gr (Kokam)','LFP-Gr', 'NMC-Gr (Sanyo)'])" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Note that the LFP-Gr cell has much lower resistance growth, relative to the capacity loss. This is more like the magnitude of resistance growth seen by most cells. The NMC-Gr cell from Kokam has much higher resistance growth relative to its capacity loss, likely due to a high power cell design and details of the testing protocol and curve fitting to calculate the DC resistance value from pulse data. NMC-Gr cell from Sanyo has very poor predicted lifetime, with high resistance growth and rapid capacity loss. This reflects the experimentally measured aging data (Sanyo: ~500 EFC cycle life at 80% DOD, Kokam: > 4000 EFC cycle life at 80% DOD)." - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Try the NMC|Gr Kokam life model on another simple profile with low lithium loss rate but rapid active material loss driven by low temperature cycling." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'Temperature (Celsius)')" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "years = 10\n", - "hours = years * 365 * 24\n", - "t_hours = np.arange(hours)\n", - "soc = np.tile(\n", - " np.array(\n", - " [1, 1, 1, 1, 1, 1,\n", - " 1, 1, 1, 1, 1, 1,\n", - " 1, 1, 1, 1, 1, 1,\n", - " 0.5, 0, 0, 0.5, 1, 1]\n", - " ),\n", - " int(len(t_hours/24))\n", - ")\n", - "TdegC = 0 * np.ones(t_hours.shape)\n", - "t_secs = t_hours * 3600\n", - "\n", - "fig, ax1 = plt.subplots()\n", - "ax1.plot(t_hours[:25], soc[:25], '-k')\n", - "ax1.set_xlabel('Time (hours)')\n", - "ax1.set_ylabel('State-of-charge')\n", - "\n", - "ax2 = ax1.twinx()\n", - "ax2.plot(t_hours[:25], TdegC[:25], '-r')\n", - "ax2.tick_params(axis='y', labelcolor='r')\n", - "ax2.set_ylabel('Temperature (Celsius)', color='r')" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "cell_2 = Nmc111_Gr_Kokam75Ah_Battery()\n", - "\n", - "t_days = np.arange(years*365)\n", - "cell_2_metrics = np.zeros((len(cell_2.outputs), len(t_days)))\n", - "\n", - "for day in t_days:\n", - " hour_start = day*24\n", - " hour_end = (day+1)*24\n", - " cell_2.update_battery_state(t_secs=t_secs[hour_start:hour_end], soc=soc[hour_start:hour_end], T_celsius=TdegC[hour_start:hour_end])\n", - " cell_2_metrics[:,day] = np.array(list(cell_2.outputs.values()))" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.9, 5.0)" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(t_days/365, cell_2_metrics[6,:])\n", - "plt.plot(t_days/365, cell_2_metrics[9,:])\n", - "plt.plot(t_days/365, cell_2_metrics[5,:])\n", - "plt.xlabel('Time (years)')\n", - "plt.ylabel('Relative DC resistance')\n", - "plt.legend([r'r$_{LLI}$', r'r$_{LAM}$', 'r'])\n", - "plt.ylim((0.9, 5))" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.7, 1.02)" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(t_days/365, cell_2_metrics[1,:])\n", - "plt.plot(t_days/365, cell_2_metrics[4,:])\n", - "plt.plot(t_days/365, cell_2_metrics[0,:], '--k')\n", - "plt.xlabel('Time (years)')\n", - "plt.ylabel('Relative discharge capacity')\n", - "plt.legend([r'q$_{LLI}$', r'q$_{LAM}$', 'q'])\n", - "plt.ylim((0.7, 1.02))" - ] } ], "metadata": { - "interpreter": { - "hash": "40f086751e8f8f5a467e9309d1f7c4260661a6c2944e5db2eb5ae43b985dbc0f" - }, "kernelspec": { - "display_name": "Python 3.7.4 ('base')", + "display_name": "base", "language": "python", "name": "python3" }, @@ -722,9 +495,14 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.9.13" }, - "orig_nbformat": 4 + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "e4cce46d6be9934fbd27f9ca0432556941ea5bdf741d4f4d64c6cd7f8dfa8fba" + } + } }, "nbformat": 4, "nbformat_minor": 2 diff --git a/example_battery_life.png b/example_battery_life.png new file mode 100644 index 0000000..d22058d Binary files /dev/null and b/example_battery_life.png differ