diff --git a/examples/torque2024_1turbine.ipynb b/examples/torque2024_1turbine.ipynb new file mode 100644 index 0000000..c866cfb --- /dev/null +++ b/examples/torque2024_1turbine.ipynb @@ -0,0 +1,638 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# stdlib\n", + "from pathlib import Path\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "# wcomp\n", + "from wcomp import WCompFloris, WCompPyWake, WCompFoxes\n", + "from wcomp.plotting import plot_plane\n", + "\n", + "CASE_DIR = Path('cases_torque2024')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Velocity deficit models" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Jensen\n", + "\n", + "This is the Jensen model as described in the paper:\n", + "A note on wind generator interaction (1983)\n", + "https://backend.orbit.dtu.dk/ws/portalfiles/portal/55857682/ris_m_2411.pdf\n", + "\n", + "There, the wake width is given as 0.1 on pages 6 and 8.\n", + "PyWake has 0.1 as default\n", + "FLORIS has 0.05 as default, but it is changed to 0.1 here.\n", + "FOXES has a set of predefined Jensen wake models available, but you are expected to create your own, as needed. That is done here with k=0.1." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Turbine 0, T0: windio_turbine\n" + ] + }, + { + "data": { + "image/png": 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", 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MQcuWLfHGG29g2LBh8PHxwZ07d7Bjxw6cO3cOANCwYUMAwPjx49GnTx8oFAqEhISIBc7Lxo4dizVr1qBjx44YNWoUHB0dsXz5cty+fRt//vmnXk+NKBQKdO/eHWvXrkV6ejp+/PHHfDG//vorWrZsifr162Po0KGoUqUK4uLicPz4cTx48ADnz5/X2fb06dMRFhaGNm3aIDQ0VLz82tvbW+PS6KL0oTYNGzbE/PnzMWXKFFSrVg0uLi4aR38GDBiAOXPmIDIyEtOnTy9W3zg6OqJly5YICwtDXFwcZs2ahWrVqmHo0KGFrjts2DAsXLgQgwYNwunTp+Ht7Y2NGzfi6NGjmDVrVrEHzWtTtWpVTJkyBePGjcOdO3fQrVs32NjY4Pbt29i8eTOGDRuGMWPGvPL7EPHya3rtXLt2TRg6dKjg7e0tmJmZCTY2NkKLFi2EuXPnalyiC0D4+OOPtbZx5swZITg4WLC2thYsLS2Fdu3aCceOHdOImTJlitCkSRPB3t5esLCwEGrVqiVMnTpVyM7OFgRBEBISEoSPP/5YqFWrlmBlZSXY2dkJTZs2FdavX19g/sVZLzIyUggODhbs7OwEc3NzoWrVqsKgQYOEU6dOacRdvHhReOeddwR7e3vB3NxcqFmzpvD1119rxHz77bdCpUqVBLlcrnEZ8X8vvxYEQbh586bQo0cPsb0mTZoI27dvz5cbAGHDhg0a87VduluQiIgIAYAgk8mE+/fva425efOmMGDAAMHNzU1QKBRCpUqVhC5duggbN27Ml8/zy6+fW7duneDv7y8olUrB0dFR6Nevn/DgwYN871FYH2q7/Do2Nlbo3LmzYGNjIwDQeil23bp1BblcrvU9tXm+HWvWrBHGjRsnuLi4CBYWFkLnzp3zXR7epk0boW7dulrbiYuLE8LCwgQnJyfBzMxMqF+/vtafSUkvv37uzz//FFq2bClYWVkJVlZWQq1atYSPP/5YuHr1apG2l6gwMkEo5NgoERGVGn9/fzg6OmL//v1Fio+KikK7du2wYcMG9OjRo5SzIzJ8HCNDRCSRU6dO4dy5cxgwYIDUqRAZLY6RISIqYxcvXsTp06fx008/oWLFihpXYhFR8fCIDBFRGdu4cSPCwsKgUqmwZs0aPkma6BVwjAwREREZLR6RISIiIqPFQoaIiIiMFgsZIiIiMlosZIiIiMhosZAhIiIio8VChoiIiIwWCxkiIiIyWixkiIiIyGixkCEig5GWloaJEyeiQ4cOcHR0hEwmw7Jly4q8/qRJkyCTycSXpaUlPD09ERISgqVLlyIrK6v0kiciSfBZS0RkMBISEvDNN9/A09MTvr6+iIqKKlE78+fPh7W1NbKysvDw4UPs2bMH77//PmbNmoXt27fDw8NDv4kTkWRYyBCRwahYsSJiYmLg5uaGU6dOoXHjxiVqp0ePHnBychKnJ0yYgFWrVmHAgAHo2bMn/v77b32lTEQS46klIjIYSqUSbm5updJ2v379MGTIEJw4cQIRERGl8h5EVPZYyBBRudG/f38AwN69eyXOhIj0hYUMEZUb9erVAwDcvHlT4kyISF9YyBBRuWFtbQ0ASE1NlTgTItIXFjJEVG6kpaUBAGxsbCTOhIj0hYUMEZUbFy9eBABUq1ZN4kyISF9YyBBRubFy5UoAQHBwsMSZEJG+sJAhonJh9erVWLx4MZo1a4b27dtLnQ4R6QlviEdEBuWXX35BUlISHj16BAD466+/8ODBAwDAyJEjYWdnV2gbGzduhLW1NbKzs8U7+x49ehS+vr7YsGFDqeZPRGVLJgiCIHUSRETPeXt74+7du1qX3b59G97e3jrXnTRpEiZPnixOm5ubw8nJCX5+fujevTv69u0LpVKp75SJSEIsZIiIiMhocYwMERERGS0WMkRERGS0WMgQERGR0WIhQ0REREaLhQwREREZrdf+PjJqtRqPHj2CjY0NZDKZ1OkQERFREQiCgNTUVLi7u0Mu133c5bUvZB49egQPDw+p0yAiIqISuH//PipXrqxz+WtfyDx/yu39+/dha2srcTalT6VSYe/evQgKCoJCoZA6nXKD/S4N9rs02O/SKG/9npKSAg8Pj0KfVv/aFzLPTyfZ2tqWm0LG0tIStra25WJHNxTsd2mw36XBfpdGee33woaFcLAvERERGS0WMkRERGS0WMgQERGR0WIhQ0REREaLhQwREREZLRYyREREZLRYyBAREZHRYiFDRERERouFDBERERktFjJERERktFjIEBERkdFiIUNERERGS9JC5tChQwgJCYG7uztkMhm2bNmisVwQBEyYMAEVK1aEhYUFAgICcP36dWmSJSIiIoMjaSGTnp4OX19f/Prrr1qXz5gxA3PmzMGCBQtw4sQJWFlZITg4GJmZmWWcKRERERkiUynfvGPHjujYsaPWZYIgYNasWfjqq6/w9ttvAwBWrFgBV1dXbNmyBX369NG6XlZWFrKyssTplJQUAHmPP1epVHreAsPzfBvLw7YaEva7NNjv0mC/S6O89XtRt1PSQqYgt2/fRmxsLAICAsR5dnZ2aNq0KY4fP66zkJk2bRomT56cb/7evXthaWlZavkamoiICKlTKJfY79Jgv0uD/S6N8tLvGRkZRQsUDAQAYfPmzeL00aNHBQDCo0ePNOJ69uwp9OrVS2c7mZmZQnJysvi6f/++AEBISEgQsrOz9frqWX2FIEeOztfOFfvF2PfqLSkwdu2sbWLskKaLC4xdPHG9GDuy3W8Fxv48aqUY+0VIwbFTBi4VYyf1LTjf8e8uFmNnDF9eYOynwb+Jsb98sbrA2A9bvIhdMW1TgbFh/r+LsZsX7SowNrT2MjF2/5+HCox9x+cPMfbMoXMFxnZ2z/tZpKenCyt+K3h/aO+0Re/7YHl/paenC1u2bBHS09Mlz8WYX3eu3hHqKM7k22dr4Ipw4OMuYlwtn3id+3dl3BP2h7UVY9+opzvWAU+EA72aiLGtmibojDVDphAZUl+M7RD4tMDfs/3taouxPbqnFhi7u0ldMfb991UFxm6t5yvGjhqlO06OHGFT1YZi7NixBceur9RMjP3mm4JjVzu1E/f3n34qOHalbbDY7oIFBW/bUvN3xNjlywuO/c00VIzdsCEv9utevxe6j5XklZCQIAAQkpOTC6wfDPaITEkplUoolcp88xUKBRQKhX7fTJBBDROdi01NTcT3lKHgWBP5S7GFtCuXy4vc7suxEOQFxspkRW8XeBErlxXSLmRirEkhsXgpVm5SSKzspXZNTAqOFV7EmpqYFjlWoVAUGCsI0Nivitruxb+jsX/1WXwyp5/ueCqyUvn9LkdGtDuBaFWvfPPVkEMme7GPC9D9O6mGHPKXfn+FAj7H1JBrfC4IBXzeqKGG7OXfs0I+H2V4ESuTqQqOFV6OVUNdwLBRuSC8FAuodUYCcryIlcsLiRWKHgtBAJCXs1xuUmDsy9tWWLsv95mJSWE5vPRZapoX+/LPUp+K2qbs/4+GSE4mk2Hz5s3o1q0bAODWrVuoWrUqzp49Cz8/PzGuTZs28PPzw+zZs4vUbkpKCuzs7JCcnAxbW1u95vzg1kMkxSfrXF6tQRWYW5oDAB7diUFi7FOdsVXqesPSJu/UV+y9OCQ8eqIz1ru2J6ztrAEA8Q/iEf8gQVymUqlw8sRJNGnaBAqFAp41KsPWMW+7E2ISEHs3Xme7lau5w97JHgCQGJeIR7djdca6+7jB0dURAJCUkIQHNx7pjHXzcoFTRScAQEpiCu5de6Az1qWyE1wquwAA0pLTcOfyPZ2xTu4V4ObpCgDISM3ArUt3dMY6ujnA3bsiACAzIxM3/r2lM9bexQ6Vq1QCAGRnZuPauRs6Y20r2MCzugdUKhW2bd2GKq7VdP7y2ThYw6umJ6I2HcO779ZAJizw1/pTeKtnG53tU8FUKhV27tyJTp06sZApoYjd6QjqaAUZ1Jg5ai0CQv3EZXK5AK/qzrByyPudfHQ/DYkP7+X7nAEAmVyAV7UKsHZ0AwDEPsxAwv072t9UBnhVtYeNkzsAID42E/F3dP9Oela1ha1zZQBAQnw2Ym/p/p2s7G0NezdPAEDikxw8un5NZ2wlTys4uHsBAJKeqvHg6hWdsRUrWaCChw8AICUFuBcdrTPWtaISzl5VAQCpqcDd6CuAoL08cHZRwLVKdQBAWhpwJ/oqoM7VGmtrL+Ds1Rvo1KkTsrMVuBN9DUJujtZYBwc5KtWsBQDIyADuRN+AOidba6ydPeBRqw4A4Nkz4E70LeSqtF9UY2srwLNOXQBAZiZw5/IduLjbit8H+lTk7+9XOBukV/jPqSW1Wi24ubkJP/74ozgvOTlZUCqVwpo1a4rcbnJycpEOTb0usrOzhS1b8k5hUNkpTr+rslVCQ8tDAiAI/sqjQmbGszLI8PXE/f3V5eQIwndTc4SwbqeLvA77XRrlrd+L+v0t6eXXaWlpOHfuHM6dOwcgb4DvuXPncO/ePchkMowePRpTpkzBtm3bcOHCBQwYMADu7u7iURsiY2SqMMW8LdawQQrOZjXHqNbLpU6JyjETE2Dc/0ywZPMbUqdCVCKSFjKnTp2Cv78//P39AQDh4eHw9/fHhAkTAABffPEFRo4ciWHDhqFx48ZIS0vD7t27YW5uLmXaRK+sSaA/Pu6+FQCw7NQgbJm3TeKMqLz5ffhkRAT5Iz0xTupUiF6JpIVM27ZtIQhCvteyZcsA5I2b+eabbxAbG4vMzEzs27cPNWrUkDJlIr2Zur4fWthHIBtK/O8TLyQnJEqdEpUTpyJOYMyikfgkYhV2/i//7SqIjAmftUQkEbmJHL/tqwoHWQIu5/jiiw4bpE6JyoGc7GyMficZSXCETJmFkJmzpE6J6JWwkCGSUO2GVfDlB1HoWnktJm/qJnU6VA6MDV6Io+lBUCITs1epYG5pJnVKRK/ktbuPDJGx+XJeD2Ce1FlQebB/9W4siAoDAAwJ2ISAd/tKnBHRq+MRGSIDkqPKwaKxK6ROg15DGSkp+DLMGumwhr/1cczepf0xL0TGhkdkiAxE5rMctHE5gpNpA5CVvAAj538gdUr0Gpky7hZOZ7eEFVKxaLsjTEz5dyy9HrgnExkIcwtTuFZMAgBMX9gJ18/8K21C9Fr54Es/tGqWijEfnEKjNjWlTodIb0p0RCYrKwsnTpzA3bt3kZGRAWdnZ/j7+8PHx0ff+RGVK8uPBcG34i3cz6mC8ICj2JZQDzI5/96gV+fpCUQdsYFM1k7qVIj0qlifkEePHkWvXr1gb2+Pt956C6NHj8a3336L9957D9WqVUP16tXxww8/IDU1tbTyJXqtOThZYsbsR5BBje1PQ/F9r5lSp0RGbk2Xd/D33C8B5D08UCaTOCEiPStyIdO1a1f07t0b3t7e2Lt3L1JTU/HkyRM8ePAAGRkZuH79Or766ivs378fNWrUQERERGnmTfTa6vNRS/R6I++uvz//2R+n90RJmxAZrWXjFmDAjvVYNsobVw/ukDodolJR5FNLnTt3xp9//qnzCbNVqlRBlSpVMHDgQERHRyMmJkZvSRKVN0sOheBUhcu4mVUb/+txFLuT1TzFRMVy/8oVfDe9DXKgwNVKVVGzTZDUKRGViiJ/Mg4fPlxnEfNfderUQfv27UucFFF5Z2llil9XZqOG2QUMnqJkEUPFIqjV+KLtIVwXasNZHoM/jjaVOiWiUlOiwb7379+HTCZD5cqVAQAnT57E6tWrUadOHQwbNkyvCRKVV8E9fRH9jhompvWlToWMzC9DZ2JdXDgA4NvJV1HJq620CRGVohL9mde3b19ERkYCAGJjYxEYGIiTJ09i/Pjx+Oabb/SaIFF59vK9Pvav3odnqUnSJUNG4crfJ/HjknchQI7ONXdi+FdtpU6JqFSVqJC5ePEimjRpAgBYv3496tWrh2PHjmHVqlXik6uJSH9GBKxEx36t8b9W86VOhQzcZ0NTcA8+cDe9g5VH35I6HaJSV6JCRqVSQalUAgD27duHrl27AgBq1arFQb5EpUBZwQkqmGHR+VHYOnOJ1OmQAQubGAAHmzT8/OsTOFQwlzodolJXokKmbt26WLBgAQ4fPoyIiAh06NABAPDo0SNUqFBBrwkSEfDDmo7wd/gbGbDC1C9qIvHRPalTIgPVowdwP8YavYY1lDoVojJRokJm+vTpWLhwIdq2bYvQ0FD4+voCALZt2yaeciIi/ZHLgT8iq8BaloJ/cltgfKs1UqdEBiQrIw3bO7VCzOV/AABWVhInRFSGilXIZGRkAADatm2LhIQEJCQkYMmSF4e5hw0bhgULFug3QyICANTxdcGYD04DAJbcGo0/xv0scUZkKKYE/YiwXZuw7c0ZyM3OkjodojJVrELGyckJXbp0waJFi5CQkAAHBweN5d7e3nBxcdFrgkT0woRf26GZ+xFkQ4npM9ri4dVoqVMiie1f8gd+PToKCXDGyTeHwsRMKXVKRGWqWIXMlStXEBwcjPXr18PLywtNmzbF1KlTceHChdLKj4heIpMBa4/4w8XkIVo0PQtnr2pSp0QSSkuMx7cfOOEpHFHD+gIWbOfde6n8KVYh4+npiZEjR2Lfvn2Ii4vD6NGjceHCBbRq1QpVqlTB6NGjceDAAeTm5pZWvkTlnqePFW4mOmPBsfdhZm4mdTokoUmt5+GgqgOUyMSK7RVQxJuvE71WSnzfczs7O4SGhmLt2rV4/PgxFixYgNzcXISFhcHZ2RmrVq3SZ55E9BJr2xcFTGJcIu5cOC9hNiSFLdPmYMGlMQCAD0OPo2kbd4kzIpKGXh7golAoEBQUhLlz5+Lu3bviE7CJqHRtWhiJJpXiMb7VMeSqsqVOh8pIbi7wzbeNkA5r+FY4jR9XtpM6JSLJlOhZSwCQmZmJf//9F/Hx8VCr1eJ8mUyGkJAQvSRHRAXLUDvjZm4t3EyuhYbvjkX4tu+lTonKQHY24NfrDVxZlYE1B6rCxETqjIikU6JCZvfu3RgwYAASEhLyLZPJZBwjQ1RG3vuwHjb+Homtp9th9l8fovXWzWj09jtSp0WlzMICWLLMHFO+A9zdLaVOh0hSJTq1NHLkSPTs2RMxMTFQq9UaLxYxRGVr5YE2qKS8g3vwwrTQFGSlp0idEpWSe+dPIHJUN/E0ojuHxRCVrJCJi4tDeHg4XF1d9Z0PERWTja0c81cIkEGNTc8G4sfgyVKnRKVAnZuDqQFRmDb3I2zq3FnqdIgMRolOLfXo0QNRUVGoWrWqvvMhohII6eWDvr8dwqp9rTH76BfofuoKajeqhfR0YE77T2CapP0ojZNrMsIObgIAZGYCMwM/g+JxotbYCg6JeP/4VgCASgX8EDwOikexWmMdrRIx+HRerFoNfN/hayjuPdAa66BIwJALf4nT00Imw/T6Ha2xdqaJGPTPKphZWAMAZvaeDtW5y7j65WbIINOItTFJRr+Dv8DGKe+wxU99p0N95orWdq1M0tB71xRU8KwJAJj9/k/IPnZRa6y5/Bl6bBqDirUaAQB+/XAOMiLPao1VyLLRffVQePq3BQAsCl+A5J0ntMaaIAddF/dEtZZ5D+FdMu53PNl8RFyenmqF3xNmIRemCGnNPyKJREIJpKenC506dRIGDhwo/Pjjj8Ls2bM1XoYkOTlZACAkJydLnUqZyM7OFrZs2SJkZ2dLnUq5Ygj9/uyZIPhYXRWam+0THj7Mm3f9uiAAul9h5nPE9R89Kji2r+liMTYpqeDYd+WrxViVquDYEGzR2A6FLFNnbHtECM9Sn4qx1qZJOmPfxDHhyb1rYqyzMkZnbAOcEx5cOCbGeljf0RlbFdeFm8d2iLHVHK7qjHXDIyF610oxtp7bRZ2xtkgSzq178fNo7HVWa1y7mi/ylIoh7O/lUXnr96J+f5foiMyaNWuwd+9emJubIyoqCjLZi7+EZDIZRo0apacyi4iKytwcOHihIh7sXAF39/YAAKUSqONxG0KOSus6ln5u4v8VCqCO5x0IOi7jtqptL/7fxASo63UXah3P9bHysdCYrut9H+qsZ9pzqKR5JKVO1Thkp2dqjbV1U8HUzPxFbI1EPIl7ADOz/HeCc3TKgIW9kzhdq04GnGKvaW3XxT4Ftm4vjjDXqq+C9R3tsc7WiXD0qi1O1/aTQXFFe6ydeRqcavq/FGuG3PPaYy0UWXDxbf4ih4ZWSMvWjHV2ysb6/U21rk9UXskEQRCKu5KbmxtGjRqFsWPHQi7Xy61oSk1KSgrs7OyQnJwMW1tbqdMpdSqVCjt37kSnTp2g4G0+ywz7XRrsd2mw36VR3vq9qN/fJapCsrOz0bt3b4MvYoiIiOj1VqJKZODAgVi3bp2+cyEiIiIqlhKNkcnNzcWMGTOwZ88eNGjQIN8hrpkzZ+olOSIiIqKClKiQuXDhAvz98wawXbyoeYniywN/X9WkSZMwebLmPTFq1qyJK1e0X0JJRERE5UuJCpnIyEh956FT3bp1sW/fPnHa1LTEj4ciIiKi14zBVwWmpqZwc3MrPJCIiIjKnSIXMh988AG++uorVK5cudDYdevWIScnB/369Xul5ADg+vXrcHd3h7m5OZo1a4Zp06bB09NTZ3xWVhaysl7c2yIlJe+OpiqVCiqV9ntpvE6eb2N52FZDwn6XBvtdGux3aZS3fi/qdhb5PjJff/015syZgxYtWiAkJASNGjUSC4ynT58iOjoaR44cwdq1a+Hu7o5FixahQYMGr7QRu3btQlpaGmrWrImYmBhMnjwZDx8+xMWLF2FjY6N1HW3jagBg9erVsLTkU2KJiIiMQUZGBvr27VvofWSKdUO8uLg4LF68GGvXrkV0dLTGMhsbGwQEBGDIkCHo0KFDyTMvQFJSEry8vDBz5kwMHjxYa4y2IzIeHh5ISEgoNzfEi4iIQGBgYLm4YZKhYL9Lg/0uDfa7NMpbv6ekpMDJyanQQqZYY2RcXV0xfvx4jB8/Hk+fPsW9e/fw7NkzODk5oWrVqnq9Ykkbe3t71KhRAzdu3NAZo1QqoVQq881XKBTl4gf/XHnbXkPBfpcG+10a7HdplJd+L+o2lniwr4ODAxwcHEq6eomkpaXh5s2b6N+/f5m+LxERERkmg37GwJgxY3Dw4EHcuXMHx44dwzvvvAMTExOEhoZKnRoREREZAIO+/PrBgwcIDQ3FkydP4OzsjJYtW+Lvv/+Gs7Oz1KkRERGRATDoQmbt2rVSp0BEREQGzKBPLREREREVhIUMERERGa1inVpycHDQeom1nZ0datSogTFjxiAwMFBvyREREREVpFiFzKxZs7TOT0pKwunTp9GlSxds3LgRISEh+siNiIiIqEDFKmQGDhxY4HI/Pz9MmzaNhQwRERGVCb2OkenSpQuuXLmizyaJiIiIdNJrIZOVlQUzMzN9NklERESkk14Lmd9//x1+fn76bJKIiIhIp2KNkQkPD9c6Pzk5GWfOnMG1a9dw6NAhvSRGREREVJhiFTJnz57VOt/W1haBgYHYtGkTfHx89JIYERERUWGKVchERkaWVh5ERERExcY7+xIREZHRYiFDRERERouFDBERERktFjJERERktFjIEBERkdFiIUNERERGi4UMERERGS0WMkRERGS0WMgQERGR0WIhQ0REREaLhQwREREZLRYyREREZLRYyBAREZHRYiFDRERERouFDBERERktFjJERERktFjIEBERkdFiIUNERERGi4UMERERGS0WMkRERGS0WMgQERGR0WIhQ0REREaLhQwREREZLaMoZH799Vd4e3vD3NwcTZs2xcmTJ6VOiYiIiAyAwRcy69atQ3h4OCZOnIgzZ87A19cXwcHBiI+Plzo1IiIikpjBFzIzZ87E0KFDERYWhjp16mDBggWwtLTEkiVLpE6NiIiIJGYqdQIFyc7OxunTpzFu3DhxnlwuR0BAAI4fP651naysLGRlZYnTycnJAIDExESoVKrSTdgAqFQqZGRk4MmTJ1AoFFKnU26w36XBfpcG+10a5a3fU1NTAQCCIBQYZ9CFTEJCAnJzc+Hq6qox39XVFVeuXNG6zrRp0zB58uR88318fEolRyIiIio9qampsLOz07ncoAuZkhg3bhzCw8PFabVajcTERFSoUAEymUzCzMpGSkoKPDw8cP/+fdja2kqdTrnBftePw4cPo0uXLlqX7du3D40bN9aY999+//DDD7F69WpxuZWVFZycnODr64sePXogJCQEcrnBn1E3eNzfpVHe+l0QBKSmpsLd3b3AOIMuZJycnGBiYoK4uDiN+XFxcXBzc9O6jlKphFKp1Jhnb29fWikaLFtb23Kxoxsa9vursbKyAgCMGjUqX9Hi6+urs2+f97tCoYBSqcTixYsBAM+ePcPdu3fx119/YcCAAWjbti22bt3Kn5GecH+XRnnq94KOxDxn0IWMmZkZGjZsiP3796Nbt24A8o6w7N+/HyNGjJA2OSIqNa1atUKPHj1KtK6pqSnee+89jXlTpkzB999/j3HjxmHo0KFYt26dPtIkIgNg8MdYw8PD8dtvv2H58uW4fPkyPvzwQ6SnpyMsLEzq1IioFKWmpiInJ0dv7Y0dOxZBQUHYsGEDrl27prd2iUhaBl/I9O7dGz/++CMmTJgAPz8/nDt3Drt37843AJjyKJVKTJw4Md/pNSpd7Hf9CgsLg62tLczNzdGuXTucOnVKa1xx+71///4QBAERERH6TLfc4f4uDfa7djKhsOuaiIjKyLFjxzBz5kx06tQJTk5OiI6Oxo8//oj09HQcO3YM/v7+Ba4/aNAgbNy4EWlpaVqXnzt3Dv7+/vj0008xc+bM0tgEIipjBj1GhojKl+bNm6N58+bidNeuXdGjRw80aNAA48aNw+7du1+pfWtrawAv7k9BRMbP4E8tEVH5Vq1aNbz99tuIjIxEbm7uK7X1/EiNjY2NPlIjIgPAQoaIDJ6Hhweys7ORnp7+Su1cvHgRQF5xRESvBxYyRGTwbt26BXNzc/HUUEmtXLkSMpkMgYGBesqMiKTGQoaIDMbjx4/zzTt//jy2bduGoKCgV7or7/fff4+9e/eid+/eqF69+qukSUQGhIN9ichg9O7dGxYWFmjevDlcXFwQHR2NRYsWwdLSEt9//32R2sjJycEff/wBAMjMzMTdu3exbds2/Pvvv2jXrh0WLVpUmptARGWMl18TkcGYM2cOVq1ahRs3biAlJQXOzs5o3749Jk6cWKRxLYMGDcLy5cvFaUtLS7i4uKBhw4YIDQ3FO++8w2ctEb1mWMgQERGR0eKfJkRERGS0WMgQERGR0WIhQ0REREaLhQwREREZLRYyREREZLRYyBAREZHReu1viKdWq/Ho0SPY2NhAJpNJnQ4REREVgSAISE1Nhbu7e4H3f3rtC5lHjx7Bw8ND6jSIiIioBO7fv4/KlSvrXP7aFzI2NjYA8jrC1tZW4mxKn0qlwt69exEUFASFQiF1OuUG+10a7HdpsN+lUd76PSUlBR4eHuL3uC6vfSHz/HSSra1tuSlkLC0tYWtrWy52dEPBfpcG+10a7HdplNd+L2xYCAf7EhERkdFiIUNERERGi4UMERERGS0WMkRERGS0WMgQERGR0WIhQ0REREaLhQwREREZLRYyREREZLRYyBAREZHRYiFDRERERouFDBERERktSQuZQ4cOISQkBO7u7pDJZNiyZYvGckEQMGHCBFSsWBEWFhYICAjA9evXpUmWiIiIDI6khUx6ejp8fX3x66+/al0+Y8YMzJkzBwsWLMCJEydgZWWF4OBgZGZmlnGmREREZIgkffp1x44d0bFjR63LBEHArFmz8NVXX+Htt98GAKxYsQKurq7YsmUL+vTpU5apEhERkQGStJApyO3btxEbG4uAgABxnp2dHZo2bYrjx4/rLGSysrKQlZUlTqekpADIe/y5SqUq3aQNwPNtLA/bakjY79Jgv0uD/S6N8tbvRd1Ogy1kYmNjAQCurq4a811dXcVl2kybNg2TJ0/ON3/v3r2wtLTUa44Hl1zBrXMVdC7vNBpwreIMADiy8gqu/6M7NuADFTzquAMA/l57FZePOeqMbTsoEz5veAAA/tl8FRcj88cuxWoAQIs+6ajR3BsAcHbndZzbba+z3abvpKJOuyoAgIv7buKfbbY6Y9/onAzf4GoAgKtHbuPYemudsQ0Cn6JhSA0AwM1/7uHQSgudsXVbJ6JJj5oAgLv/PsSBxWZa45TmWWjxngxeDSrpbEsKERERUqdQLrHfpWGI/X7pWAJOrhV0Ln+j3X34vvMGAODa2SQcXar7y9K3xT280bshAOD25VREzdc9rKFuk7to8l4jAMDDW8+wd1aaztiavvfQfHBeu48f5WD79091xlarfQ+tPsyLfZoIbJn0WPx8/y+favfQdlRebEaGKdaNiwUE7X3h6fUA7T/zBwBkZ8ux8svHkOeqtcZWqvQQQV/6AQDUamDp508hV+WIyxt1SUb9oGo6t6GkMjIyihRnsIVMSY0bNw7h4eHidEpKCjw8PBAUFARbW91fzCWxakwqtt57T+fy4U4HENCpFQBg41dPsfXeIJ2xoZZ/oVOnDgCA7VMTsPXeYJ2xIbIN6NSpEwBg36zH2HpviM7Ytpl/iLFHf1teYGzjpGVi7Nm1K7H13vs6Y+vG/S7GXtu1BlvvDdAZW+XeYjF20bGN2HovVGdsxVsv2l17eTu23ntHZ2zKvD+x7V4nncvLkkqlQkREBAIDA6FQKKROp9xgv0vDUPo9YnUkfgrPxIDBN9F36ggAQHRkJLbeC9K5Tu3b08TPmPvnjmHrvTY6Y31cpouxq++dxdZ7TXTGulv/KMbuXH8dW+/V0Rn7vulsMfZ4VBy23qusM/a93F/F2EsX0hB2z0FnbM9nLz5rY2KAvnd1/2zeTnnx3ZCSAvS6rTu2Q+KL75zcXKB7d83Y+vEvPrf16fkZlcIYbCHj5uYGAIiLi0PFihXF+XFxcfDz89O5nlKphFKpzDdfoVDo/ReuaQAgN1mpc7lXrcbiezYJUkKl0h1brUF9MbZxoC1SU3TH1mpcU4xtFFABvWNeihUEZGVl5fWBTIZ6zb3E2DfeckXvG7rbbdC6khjr16YSep/VHevftqIYW69FZfSO0h37xltOYmydxp7oXVN3bONAezG2up+Hztg7Dypj/G8v8v336L+wc7SBV20fnW2XhdLYz6hw7HdpSNXvx3YcxXdDHmJX7LtQwwTCnB0Y8L0JZHI53mjujN67dX/G1Gv/4nOjfiPnAj+P6ge8+Oyq3cCpwNgGQbZibJWadgXG+rZTirGVvawKjm0GMdbZ2QzdvH4TP9/zxb6RKcba2wO9a/2h84hMnTpJYqyVFdC77hogJ0drbLWqT8VYExOgd/11QHa2uNyvTcVS2Q+K3KZgIAAImzdvFqfVarXg5uYm/Pjjj+K85ORkQalUCmvWrClyu8nJyQIAITk5WZ/pGqzs7Gxhy5YtQnZ2ttSplKkApy2CAxKE4Y0XCHH3Hpb5+5fXfpca+10aUvX7v0fOCj28lgtmyBTyvqEFobX9LmH7kv1lmodUytv+XtTvb0mPyKSlpeHGjRvi9O3bt3Hu3Dk4OjrC09MTo0ePxpQpU1C9enX4+Pjg66+/hru7O7p16yZd0mRwnsQm4k5SNTxFBSz8Zzi2ej1EaJtfMWljKGwr6B5rRETGY0TbZVh2sAfS4QcAaGR1GOHfpiL0U8M4vUzSkfQ+MqdOnYK/vz/8/fMGHIWHh8Pf3x8TJkwAAHzxxRcYOXIkhg0bhsaNGyMtLQ27d++Gubm5lGmTgang5ojo9JoY3/sPVJLfQaxQCT9HfQxf50R83fUXZKbrHnRHRMbBzMUF6bBGHeUZzP9qK06mtmIRQwAkLmTatm0LQRDyvZYtWwYAkMlk+OabbxAbG4vMzEzs27cPNWrUkDJlMlAKM1NMWfseria54ZMOf8BJFoc7QjVM+WsE/td1ldTpEVExJMXHI7z1XHzffZo477vlHTDri524kO6HD759W9sQESqn+Kwleq1Y2Zhj1q73cCXGAkNarIa36TV8ufTFlU+3zkdDUGu/xJCIpPUsNQVfd5oFf7cU/Hx4JJZseQdPHtwFAJhbyPHJ9E6Qm/BrizRxj6DXUgVXW/x2pC+uZ1SDq6cLACBHlYMujbPRymo/Vk5YzIKGyECosjLxfZ9ZeMPhDqbsGo07QjU4yeLQqfM5WDlWLLwBKtdYyNBrzVTxYhffseIorqvq4mhmIAZ8OwRBdn9hy89/SJgdEa36/k+8aX0W49aNxpXcBrBFEoa0WYfrj20w668+MLfUflNMoudYyFC58fbgNjh+8C4CPXdCBjX2pb2Nd8ND0dVxFfYt+1Pq9IjKJZXSA2dymsECGejbcCOibwv4Lao37Cvo907s9PpiIUPlSqPW1bD3bifs3xqNli77oYYJ/nraD53DumDjzA1Sp0f02vtz+hJ8E/StOD1wdBOMencnzl9IwapTPVDJW/eda4m0Mdg7+xKVpnZd6+Fw13rYsvwMvh2dhcwMJbp/8q64/NLBKGQmPdG6rqOnJ3z8GwMAsjMzcWHPDuTk5iD+3ws4k5sJU5MXv1b2ldxRtVEzAHljdM7v3KozJ1s3N1Rv2gJA3q2+zmzTfZTI2skJNVu0EWPP7dgKda72u3JaOTqgVqu3xOmzO7dDrcrSGmtua4u67QLF6XN7diE3U/vzTpTWVqjXvoM4fWHfXmSnp2qNVZibo0FwZ3H6UuR+ZKYkaY2VKxTw79RVnI4+FIVnT7X/LNRQA3hx6uHKsUNIf/xYaywAvBHyDmTyvL/frv19DKlxMTpj/TqFwESR1/aNf04g+dEDnbH1gzrCzCLvCMKts6fw9N5dnbF12wfC3DrvcSm3/z2LxNu3dMbWatMOVvZ590K6F30Bj69f0xlbvUUr2DrljQe7fyUa8Vcv64yt+mYz2LvmPdvt0fVriIm+oDPWp3ETOLrnPdst9tZNPLxwTuf+7v1GQ1Tw8AYAPL53F/fOnhKXPbiWgCVTrbA9eSCskYZOO/egUadgyGTA7I28jJpeQUnutpeZmSkcPHhQWLFihbBgwQLhzz//FG7dulWSpkod7+xLhVGrBSHuUao4/fD2I8ERj8U7h/731bfKb2LsP4du6owDBOHdSsvE2FvXEguM7eL84o7Vycm64wBBCLTbJMbm5BQc28Zqh8b2KvFMZ2xTZaRGrJ3sic5YX8XfGrFu8vs6Y2vJz2vEeiuu6oz1lt3QiK2lPKcz1gUxGvu7r9VxnbE2SBZyc1Riu03tInXGypEjpD6JEWNbOe8psI/vRV8UYwMrbSsw9nzkYTE2pMqfBcYeXL9LjO1Rd32BsVvnbRBj+zdaU2Dsqm9XiLHDWq8uMHbBZ4vF2E86FdzuT4PnibHjeq3VGdfSbb9w9sgVgYqnvH2+l8qdfY8ePYrZs2fjr7/+gkqlgp2dHSwsLJCYmIisrCxUqVIFw4YNwwcffAAbG5vSqbyI9EwmA1wqvnh698zwI0hET53xgtmLIwByuUmBbQtmRX/+iFpR9F/H4sTm/idWKCjWVPNssyDTvYL6P5fBCnIZoONCMK2xunL4z7L/rpsvv5enTXT/PP67GYKi4J+dTPbS+5oW3N+yl/eDQp4PIzN5aXkh+4dc8dJAV0XBg15NFC+eMScrLPal59HJzAqJNXs5Nv9z7F4mV5q/9P/8sQ0dj2HibCuEvPdWvmVEJSUTBB1PlPqPrl274syZM+jbty9CQkLQqFEjWFhYiMtv3bqFw4cPY82aNTh//jxWrFiBwMDAAlosGykpKbCzs0NycrLen35tiFQqFXbu3IlOnTrxIXqvIEv7mRcAeQ9Ne/69Jgh5z05TqVTYvXs3OnTooNHv2mJ1kctffAeWVmxh2yaTAS9/r5VWbHZ2Xt66vPwdWFCsSqXC/v0v9nd9tfvfWJUKKOhqfTOzF8/wK63YnJy8Jw/rolDk/azLIlbX/v5ybG6u5jMI/7sPUPGVt8/3on5/F/nPus6dO+PPP//U2XlVqlRBlSpVMHDgQERHRyMmRve5ZyJDp+WPSa1ksrzYvGJBDaVS9x/kz2OL066+YwHDiC3OF1pBsfL/HKzRV7v/VZzvjNKKNTUt9MBQmcUWZX83Mcl7EZW2Ihcyw4cPL3KjderUQZ06dUqUEBEREVFRlejy6/v37+PBgxcj+E+ePInRo0dj0aJFekuMiIiIqDAlKmT69u2LyMhIAEBsbCwCAwNx8uRJjB8/Ht98841eEyQiIiLSpUSFzMWLF9GkSRMAwPr161GvXj0cO3YMq1atEp9cTURERFTaSlTIqFQqKP9/ZN++ffvQtWvezatq1arFQb5ERERUZkpUyNStWxcLFizA4cOHERERgQ4d8u7u+ejRI1SoUEGvCRIRERHpUqJCZvr06Vi4cCHatm2L0NBQ+Pr6AgC2bdsmnnIiIiIiKm3FurNvRkYGLC0t0bZtWyQkJCAlJQUODi8e8DVs2DBYWvKJpURERFQ2inVExsnJCV26dMGiRYuQkJCgUcQAgLe3N1xcXPSaIBEREZEuxSpkrly5guDgYKxfvx5eXl5o2rQppk6digsXdD85lYiIiKi0FKuQ8fT0xMiRI7Fv3z7ExcVh9OjRuHDhAlq1aoUqVapg9OjROHDgAHILenAHERERkZ6UaLAvANjZ2SE0NBRr167F48ePsWDBAuTm5iIsLAzOzs5YtWqVPvMkIiIiyqdYg311USgUCAoKQlBQEObOnYuzZ88i5+XHnhIRERGVghIXMpmZmfj3338RHx8P9UvPoZfJZAgJCdFLckREREQFKVEhs3v3bgwYMAAJCQn5lslkMo6RISIiojJRojEyI0eORM+ePRETEwO1Wq3xYhFDREREZaVEhUxcXBzCw8Ph6uqq73yIiIiIiqxEhUyPHj0QFRWl51SIiIiIiqdEY2R++eUX9OzZE4cPH0b9+vWhUCg0lo8aNUovyREREREVpESFzJo1a7B3716Ym5sjKioKMplMXCaTyVjIEBERUZkoUSEzfvx4TJ48GWPHjoVcXuJ76hERERG9khJVIdnZ2ejduzeLGCIiIpJUiSqRgQMHYt26dfrOhYiIiKhYSnRqKTc3FzNmzMCePXvQoEGDfIN9Z86cqZfkiIiIiApSokLmwoUL8Pf3BwBcvHhRY9nLA39f1aRJkzB58mSNeTVr1sSVK1f09h5ERERkvEpUyERGRuo7D53q1q2Lffv2idOmpnp5ziURERG9Bgy+KjA1NYWbm5vUaRAREZEBKnIh88EHH+Crr75C5cqVC41dt24dcnJy0K9fv1dKDgCuX78Od3d3mJubo1mzZpg2bRo8PT11xmdlZSErK0ucTklJAQCoVCqoVKpXzsfQPd/G8rCthoT9Lg32uzTY79Iob/1e1O2UCYIgFCXw66+/xpw5c9CiRQuEhISgUaNGYoHx9OlTREdH48iRI1i7di3c3d2xaNEiNGjQ4JU2YteuXUhLS0PNmjURExODyZMn4+HDh7h48SJsbGy0rqNtXA0ArF69GpaWlq+UDxEREZWNjIwM9O3bF8nJybC1tdUZV+RCBsh7WOTixYuxdu1aREdHayyzsbFBQEAAhgwZgg4dOpQ88wIkJSXBy8sLM2fOxODBg7XGaDsi4+HhgYSEhAI74nWhUqkQERGBwMDAfFeTUelhv0uD/S4N9rs0ylu/p6SkwMnJqdBCplhjZFxdXTF+/HiMHz8eT58+xb179/Ds2TM4OTmhatWqer1iSRt7e3vUqFEDN27c0BmjVCqhVCrzzVcoFOXiB/9cedteQ8F+lwb7XRrsd2mUl34v6jaWeLCvg4MDHBwcSrp6iaSlpeHmzZvo379/mb4vERERGSaDfsbAmDFjcPDgQdy5cwfHjh3DO++8AxMTE4SGhkqdGhERERkAg778+sGDBwgNDcWTJ0/g7OyMli1b4u+//4azs7PUqREREZEBMOhCZu3atVKnQERERAbMoE8tERERERWEhQwREREZrWKdWnJwcNB6ibWdnR1q1KiBMWPGIDAwUG/JERERERWkWIXMrFmztM5PSkrC6dOn0aVLF2zcuBEhISH6yI2IiIioQMUqZAYOHFjgcj8/P0ybNo2FDBEREZUJvY6R6dKlC65cuaLPJomIiIh00mshk5WVBTMzM302SURERKSTXguZ33//HX5+fvpskoiIiEinYo2RCQ8P1zo/OTkZZ86cwbVr13Do0CG9JEZERERUmGIVMmfPntU639bWFoGBgdi0aRN8fHz0khgRERFRYYpVyERGRpZWHkRERETFxjv7EhERkdFiIUNERERGi4UMERERGS0WMkRERGS0WMgQERGR0WIhQ0REREaLhQwREREZLRYyREREZLRYyBAREZHRYiFDRERERouFDBERERktFjJERERktFjIEBERkdFiIUNERERGi4UMERERGS0WMkRERGS0WMgQERGR0WIhQ0REREaLhQwREREZLRYyREREZLRYyBAREZHRYiFDRERERouFDBERERktFjJERERktIyikPn111/h7e0Nc3NzNG3aFCdPnpQ6JSIiIjIABl/IrFu3DuHh4Zg4cSLOnDkDX19fBAcHIz4+XurUiIiISGKmUidQmJkzZ2Lo0KEICwsDACxYsAA7duzAkiVLMHbs2HzxWVlZyMrKEqeTk5MBAImJiVCpVGWTtIRUKhUyMjLw5MkTKBQKqdMpN9jv0mC/S4P9Lo3y1u+pqakAAEEQCowz6EImOzsbp0+fxrhx48R5crkcAQEBOH78uNZ1pk2bhsmTJ+eb7+PjU2p5EhERUelITU2FnZ2dzuUGXcgkJCQgNzcXrq6uGvNdXV1x5coVreuMGzcO4eHh4rRarUZiYiIqVKgAmUxWqvkagpSUFHh4eOD+/fuwtbWVOp1yg/0uDfa7NNjv0ihv/S4IAlJTU+Hu7l5gnEEXMiWhVCqhVCo15tnb20uTjIRsbW3LxY5uaNjvRZOWloYffvgBJ06cwMmTJ/H06VMsXboUgwYN0hp/+fJlfPrppzhy5AjMzMzQuXNnzJw5U+zrgvr95T9gTExMYGtrCx8fH7Rs2RLDhw9HnTp19L595QX3d2mUp34v6EjMcwZdyDg5OcHExARxcXEa8+Pi4uDm5iZRVkT0qhISEvDNN9/A09MTvr6+iIqK0hn74MEDtG7dGnZ2dvjuu++QlpaGH3/8ERcuXMC+ffuK9H6BgYEYMGAABEFAcnIyzp8/j+XLl2PevHmYPn26xlFcIjIuBl3ImJmZoWHDhti/fz+6desGIO9U0f79+zFixAhpkyOiEqtYsSJiYmLg5uaGU6dOoXHjxjpjv/vuO6Snp+P06dPw9PQEADRp0gSBgYFYtWpVkd6vRo0aeO+99zTmff/99wgJCcFnn32GWrVqoVOnTiXfICKSjMFffh0eHo7ffvsNy5cvx+XLl/Hhhx8iPT1dvIqJNCmVSkycODHf6TUqXez34lEqlUU+qvrnn3+iS5cuYhEDAAEBAahRowa2bt1a4n6vUKEC1q5dC1NTU0ydOrXY65dn3N+lwX7XzqCPyABA79698fjxY0yYMAGxsbHw8/PD7t278w0ApjxKpRKTJk2SOo1yh/1eOh4+fIj4+Hg0atQo37ImTZpg586dOHDgQInb9/T0RJs2bRAZGYmUlJRyM+7gVXF/lwb7XTuDPyIDACNGjMDdu3eRlZWFEydOoGnTplKnRERlICYmBkDeqaj/qlixIhITEzXuG1US9erVg1qtxp07d16pHSKShlEUMkRUPj179gwAtB5KNzc314gpKWtrawAvbr5FRMaFhQwRGSwLCwsA0HrUJTMzUyOmpNLS0gAANjY2r9QOEUmDhQwRGaznp5Sen2J6WUxMDBwdHV954OPFixdhYmLCu38TGSkWMkRksCpVqgRnZ2ecOnUq37KTJ0/Cz8/vldq/d+8eDh48iGbNmvGIDJGRYiFDRAbt3Xffxfbt23H//n1x3v79+3Ht2jX07NmzxO0mJiYiNDQUubm5GD9+vD5SJSIJyITCHitJRFQKfvnlFyQlJeHRo0eYP38+unfvDn9/fwDAyJEjxVuT379/H/7+/rC3t8cnn3wiPt6gcuXK+Oeffwo9tSSTyTTu7JuSkoLz589jw4YNYlujR48u7c0lolLCQoaIJOHt7Y27d+9qXXb79m14e3uL05cuXUJ4eLjGs5Z++umnIt1P6uVnLcnlcvFZS61bt8awYcP4rCUiI8dChoiIiIwWx8gQERGR0WIhQ0REREaLhQwREREZLRYyREREZLRYyBAREZHRMpU6gdKmVqvx6NEj2NjYaFyGSURERIZLEASkpqbC3d0dcrnu4y6vfSHz6NEjeHh4SJ0GERERlcD9+/dRuXJlnctf+0Lm+fNT7t+/D1tbW4mzKX0qlQp79+5FUFAQFAqF1OmUG+x3abDfpcF+l0Z56/eUlBR4eHgU+hy0176QeX46ydbWttwUMpaWlrC1tS0XO7qhYL9Lg/0uDfa7NMprvxc2LISDfYmIiMhosZAhIiIio8VChoiIiIwWCxkiIiIyWixkiIiIyGixkCEiIiKjxUKGiIiIjBYLGSIiIjJaLGSIiIjIaLGQISIiIqPFQoaIiIiMFgsZIiIiMlqSFjKHDh1CSEgI3N3dIZPJsGXLFo3lgiBgwoQJqFixIiwsLBAQEIDr169LkywREREZHEkLmfT0dPj6+uLXX3/VunzGjBmYM2cOFixYgBMnTsDKygrBwcHIzMws40yJiIjIEJlK+eYdO3ZEx44dtS4TBAGzZs3CV199hbfffhsAsGLFCri6umLLli3o06eP1vWysrKQlZUlTqekpADIe/y5SqXS8xYYnufbWB621ZCw36XBfpcG+10a5a3fi7qdkhYyBbl9+zZiY2MREBAgzrOzs0PTpk1x/PhxnYXMtGnTMHny5Hzz9+7dC0tLS73mmBSfjIwk3UeHnL0coVAqAAApj1OQ9vSZztgKHvZQWijzYhNSkZaYoTPWoZIdLKzMAQCpT9KQ+iQ9X8zya38AAOzdbGBpm7fd6UnpSI5P09oO6UdERITUKZRL7HdpsN/1I/VJGmQyAdaONgCAZ6mZeBqTrDN+U8Im2Dj9f2xaJp4+0h1r7WgBWydbAEBmRjYSHzzVGWtlbw47FzsAQHamCgn3EnXGWtopYe9qr3O5PmRk6P4efJnBFjKxsbEAAFdXV435rq6u4jJtxo0bh/DwcHE6JSUFHh4eCAoKgq2trV5z7FdnHTbcGKZz+c4VBxDwTisAwPtvrMIfF3XHrp31Fzp91AEA8FGLFVj8j+7YxRM34N3xnQAA4UHL8UuU7tifR/2Bj3/Mix3/znL8sONFrDmeoa7FadT0voGG7WToPqI1KlWrrLMt0k2lUiEiIgKBgYFQKBRSp1NusN+lwX5/NecOncPupf/i3FFzXHlYB1dUDfB5p0X4dktvAMCvX2zGp7N0f66PbDUPP+3Pi13+3U58NKm3ztihjRbi12N5f/hvWhiJj77oqTN2QN3FWHw27/ti38a/0euLHjpje1ddhpWXO+neSD14fkalMAZbyJSUUqmEUqnMN1+hUOj9F04mEyBHrs7lpqYm4nvKZCgw1kT+IlYulxUYK5fLSxgrF2MFyJAJC5x+1hKnL7fE6stATvZKfPFbfwDAuUPnkZGSimadmkMm58VtRVUa+xkVjv0uDfZ70e1dewg/f/IY0Ql+uKduDKCxxnKNz2oTeSGf67ISxZqYmBQcK4MYqzBRFBgrA0r9Z1/U9mWCIAilmkkRyWQybN68Gd26dQMA3Lp1C1WrVsXZs2fh5+cnxrVp0wZ+fn6YPXt2kdpNSUmBnZ0dkpOT9X5ExhCpVCrs3LkTnTp1KnAnUOeqcWDjEUSsuoELp+wQHd8Au/7ORe1GtQAAg3yXYvm/Yagku4c6DqdRp34cWnV3Raf3A2FhbV1Wm2M0itrvpF/sd2mw33V7EhOLrfMO4MTuVNRqpMCn898HAESs+xtBfd4EkPdHbQ3FRdSuHA2/FtnoPNgPDdv6Ftp2eev3on5/G+wRGR8fH7i5uWH//v1iIZOSkoITJ07gww8/lDa514DcRI6A3q0R0Lu11uXJKZYwQQ4eCp54mOiJiIPA7IOA7SfJqGcVgd8PeqBWw1plnDURkWG5fOIsdiw6hbOH5LhyvxYuZTVEFvoCAIJub8Kn8/Pi3nq3CQY1WolG7czxzket4e7tC6Dw4oUKJ2khk5aWhhs3bojTt2/fxrlz5+Do6AhPT0+MHj0aU6ZMQfXq1eHj44Ovv/4a7u7u4lEbKj2bb/fGk7gkbJp/EMd2pODy1cq4mNoIKbDDxfQmqFLXQowd4v8b0pNMUL95FjoObgC/ts14OoqIXju5OTm4e+kaqvjWAQA8iUtCgzfrIQf+GnFOsjjUdTyDN1q/GONhYirH0n/6l2m+5YWkp5aioqLQrl27fPMHDhyIZcuWQRAETJw4EYsWLUJSUhJatmyJefPmoUaNGkV+D55a0p/srBzsXn0MV0/F4PNfXwwu8zK5iXvqquJ0VfkV1HI8B2urDLhWysDsoyPEZWF1F+FZuvb62dH5Geb987E4PdR/IVKfat8GO/tMLDz3kTj9UZMFSIw30xpraZmFJdEvjuKNajkf8Q/yj6MCADMzFVZcGy5Of9Z+Ph7e1B4rl6mx+vYQAHn9PqL1D0iOcUXe2eP8ll3qA3OrvCvIvu62ENfP6f75/HKsC5zcXQAA3/T5DdF/m+iMnb67LbxqVQEAfB/2O85Fan9/AJiwrjHqNK0PAPj5w2U4sUutM3bM4vpoFJB3Hv/X8JU4vEn3pZAjZlVHy255A9sXj1+Dfat0X6H3/hQPBL0XCABY+d2f2LFI9xUXfce5oOvwLgCA9bO2YdOshP9ECMjOVsHMTIHuo+zRK/xdAMC233Zj9dRHOtvtPMQS/b/KGwAZsSYSv4+7rTM2oK8CQ77L+wI6sv1v/DIiWmdsq3fk+PjnQQCAM1HnMGPQGZ2xTYLVCF+Yt/9E/3MF3/Q8pjPWv3UOvlyRN/jz7rX7+DJI99VCdZtm4et1efv7k9hEfPzmFp2x1f2e4dsteb9z2Vk5GFBzhc5Y79rP8P2uvFiVSoU+Pr9DYaqAtv29kk8Gfop88Xvfv8ZvUGVr34eN5TMiMckBl5Ibw8XsAc5mvSnOr21+Dpm5lqhT8SL8mmagw6C6aNnJHzLdv4YlxlNLOgivueTkZAGAkJycLHUqZSI7O1vYsmWLkJ2dXSbvl5uTK0zsv0YI8dkoVFVcEgBB4+WvPKoR7yJ7lC/m+au26VmNWE+TGzpjq8ivaMTWVJzXGVtRdl8jtoH5CZ2xdkjUiG1sFaUz1gyZYlx2drbQ3GaHzlhAEFKfPhXj2ztvKzD2TvQtMbZz5Q0Fxp6JPC3Gdq+6usDY/esjxdi+dVcWGLtp3nYx9v3GywqMXT5lgxj7cZslBcb+8tkfYuxnnZYWGDt9yFIxdkKf5QXGTuz5mxj7/bA/Coz9vONCMXbumPUFxn7capEYu3xawT+3IQ1f5LB5YUSBse/VWSLG7t94vMDYHlVWiLFnD0cXGBvivkaMvXPtQYGxQU5/irHpqVkFxrax26Gxv5tApTP2Tav9wstskKQz1tg+IyyRJqQkvvg+SUl6JpSVsv58l1pRv78NdowMGQe5iRyTVry4p8/DO0+xaf4R/BOZjuxMGdw9sgE0F5d3eTMK6WnaTzs5u+UA8BOnO7Y6iaQnp7TGOjhkA6gpTge2vQi/2MtaY62tcwD0E6ffan8Tte/d1hqrVOYC/39+GwDaBT1ClRvrtMaayAUAL7a9buMbqPx4nY7jMYBC+bb4/1adMuB0Rnu7AGDjGCj+v0UnAdbHdcc6e7YU/9+8sxkUkbpjK1dvKP6/WRdr5Mp1x1apX1f8/5udKyA9U3dszcbVxP837eiGhETdsXVbVBH/3zi4Mnrf1x3boO2L2Dfae6L3Jc1YAcCzjGewsLSAf5C3ON+3jTd6F9BnDTt4iv+v18Ibvffojm3SuaL4/5qNvNC7fkGxFcT/V6lXucDYph1e/IXpUb1igbGN2744OuBUybHAWL9mL/5va29TYGydN15clWKqkBcYW62O5hUsXaqvhNLcUuv+7l1N8+hdt8a7kJ2p/TfDWD4jbOxy0TLEGe8MawUbe6uX5vNeXFIzmKuWSgtPLVFZYL9Lg/0uDfa7NMpbvxf1+5sjMomIiMhosZAhIiIio8VChoiIiIwWCxkiIiIyWiW6aikrKwsnTpzA3bt3kZGRAWdnZ/j7+8PHx0ff+RERERHpVKxC5ujRo5g9ezb++usvqFQq2NnZwcLCAomJicjKykKVKlUwbNgwfPDBB7CxsSmtnImIiIgAFKOQ6dq1K86cOYO+ffti7969aNSoESwsXtym/tatWzh8+DDWrFmDmTNnYsWKFQgMDCygRcOSm5sLlUr3nUuNhUqlgqmpKTIzM5Gbq/vJpYZOoVDAxET33WyJiIiAYhQynTt3xp9//qnz2vUqVaqgSpUqGDhwIKKjoxETE6O3JEuTIAiIjY1FUlKS1KnohSAIcHNzw/379yErjXtklyF7e3u4ubkZ/XYQEVHpKXIhM3z48MKD/l+dOnVQp06dEiVU1p4XMS4uLrC0tDT6L021Wo20tDRYW1tDbqQPbhQEARkZGYiPjwcAVKxYsZA1iIiovCrRYN/nf+1XrlwZAHDy5EmsXr0aderUwbBhw/SaYGnKzc0Vi5gKFSoUvoIRUKvVyM7Ohrm5udEWMgDE05bx8fFwcXHhaSYiItKqRN90ffv2RWRkJIC8IxqBgYE4efIkxo8fj2+++UavCZam52NiLC0tJc6EtHn+c3kdxi4REVHpKFEhc/HiRTRp0gQAsH79etSrVw/Hjh3DqlWrsGzZMn3mVyaM/XTS64o/FyIiKkyJChmVSgWlMu9prPv27UPXrl0BALVq1TKaQb5ERERk/EpUyNStWxcLFizA4cOHERERgQ4dOgAAHj169NqMNTFmXbp0waeffvrK7QwaNAjdunV79YSIiIhKSYkKmenTp2PhwoVo27YtQkND4evrCwDYtm2beMqJStegQYMgk8nyvW7cuKG395g9e7ZRniokIqLyo1hXLWVkZMDS0hJt27ZFQkICUlJS4ODgIC4fNmwYB86WoQ4dOmDp0qUa8/RxRCw3NxcymQx2dnav3BYREVFpKtYRGScnJ3Tp0gWLFi1CQkKCRhEDAN7e3nBxcdFrglJIz07X+crMySxy7DPVsyLFlpRSqYSbm5vGS9tlyk+fPsWAAQPg4OAAS0tLdOzYEdevXxeXL1u2DPb29ti2bRvq1KkDpVKJe/fu5Tu1tHHjRtSvXx8WFhaoUKECAgICkJ5e8vyJiIheVbGOyFy5cgVbt27F+vXrMWrUKPj6+qJr167o2rUr6tevX1o5ljnradY6l3Wq3gk7+u4Qp11+dEGGKkNrbBuvNogaFCVOe8/2RkJGQr44YaJQ8mSLYNCgQbh+/Tq2bdsGW1tbfPnll+jUqROio6PFOzVnZGRg+vTpWLx4MSpUqJCvII2JiUFoaChmzJiBd955B6mpqTh8+DAEoXRzJyIiKkixChlPT0+MHDkSI0eORHJyMnbu3ImtW7fihx9+gKOjo1jUtGnThjcwKwPbt2+HtfWLoqtjx45Yt26dRszzAubo0aNo3rw5AGDVqlXw8PDAli1b0LNnTwB5V6LNmzdPHO/0XzExMcjJyUH37t3h5eUFAK9V8UpERMapRHf2BQA7OzuEhoYiNDQUKpUKkZGR+OuvvxAWFobU1FTMnTsX/fr102euZSZtXJrOZSZyzQItfky8zli5TPPM3Z1P7rxSXv/Vrl07zJ8/X5y2srLKF3P58mWYmpqiadOm4rwKFSqgZs2auHz5sjjPzMwMDRo00Plevr6+aN++PerXr4/g4GAEBQWhR48e+U4vEhERlaUSFzIvUygUCAoKQlBQEObOnYuzZ88iJydHH01Lwsosf0FQ1rFFas/KCtWqVdOYp1arS9SWhYVFgTegMzExQUREBI4dO4a9e/di7ty5GD9+PE6cOAEfH58SvScREdGrKnEhk5mZiX///Rfx8fEaX54ymQwhISF6SY5eXe3atZGTk4MTJ06Ip5aePHmCq1evFvvBnjKZDC1atECLFi0wYcIEeHl5YfPmzQgPDy+N1ImIiApVokJm9+7dGDBgABIS8g9clclkyM3NfeXESD+qV6+Ot99+G0OHDsXChQthY2ODsWPHolKlSnj77beL3M6JEyewf/9+BAUFwcXFBSdOnMDjx49Ru3btUsyeiIioYCW6Id7IkSPRs2dPxMTEQK1Wa7xYxBiepUuXomHDhujSpQuaNWsGQRCwc+dO8YqlorC1tcWhQ4fQqVMn1KhRA1999RV++ukndOzYsRQzJyIiKliJjsjExcUhPDwcrq6u+s6HiqigO+5u374dtra24rSDgwNWrFihM37QoEEYNGhQge9Ru3Zt7N69uySpEhERlZoSHZHp0aMHoqKi9JwKERERUfGU6IjML7/8gp49e+Lw4cOoX79+vlMUo0aN0ktyRERERAUpUSGzZs0a7N27F+bm5oiKitK4bFcmk7GQISIiojJRokJm/PjxmDx5MsaOHQu5vERnp4iIiIheWYmqkOzsbPTu3ZtFDBEREUmqRJXIwIED8z3Th4iIiKislejUUm5uLmbMmIE9e/agQYMG+Qb7zpw5Uy/JERERERWkRIXMhQsX4O/vDwC4ePGixrKCntdTXJMmTcLkyZM15tWsWRNXrlzR23sQERGR8SpRIRMZGanvPHSqW7cu9u3bJ06bmurlOZdERET0GjD4qsDU1BRubm5Fjs/KykJWVpY4nZKSAgBQqVRQqVQasSqVCoIgiI9XeB0IgiD+a+zbpFarIQgCVCoVTExMpE6nQM/3rf/uY1S62O/SYL9Lo7z1e1G3s8iFzAcffICvvvoKlStXLjR23bp1yMnJQb9+/YravE7Xr1+Hu7s7zM3N0axZM0ybNg2enp4646dNm5bvdBQA7N27F5aWlhrznhdJaWlpyM7OfuVcy9JHH32ENWvW5Jt/+vRpVKlSBampqRJkpV/Z2dl49uwZDh06hJycHKnTKZKIiAipUyiX2O/SYL9Lo7z0e0ZGRpHiZMLzP+EL8fXXX2POnDlo0aIFQkJC0KhRI7HAePr0KaKjo3HkyBGsXbsW7u7uWLRoERo0aPBKG7Fr1y6kpaWhZs2aiImJweTJk/Hw4UNcvHgRNjY2WtfRdkTGw8MDCQkJGs8fAoDMzEzcv38f3t7eMDc3f6Vcy1pYWBji4uKwZMkSjflOTk7IyMiAjY2NXscrSSEzMxN37tyBh4eHwf98VCoVIiIiEBgYWKyHcdKrYb9Lg/0ujfLW7ykpKXByckJycnK+7++XFfmIzLfffosRI0Zg8eLFmDdvHqKjozWW29jYICAgAIsWLUKHDh1KnvlLXn6ycoMGDdC0aVN4eXlh/fr1GDx4sNZ1lEollEplvvkKhSLfDz43NxcymQxyuVzznjjp6bqTMjEBXv5SLShWLgcsLAqPtbLS3YYOMpkM5ubmcHd315ivVqtx9OhRTJ48GefPn4ejoyMGDhyIKVOmwNTUFCtWrMBHH32Es2fPonr16gDyju4cOHAAZ86cgaWlJS5evIjPP/8chw8fhpWVFYKCgvDzzz/DyckJALBx40ZMnjwZN27cgKWlJfz9/bF161ZYlWA7CiKXyyGTybT+7AyVMeX6OmG/S4P9Lo3y0u9F3cZi3UfG1dUV48ePx4ULF5CQkIAzZ87g6NGjuHr1Kp4+fYqNGzfqrYjRxt7eHjVq1MCNGzdK7T0AANbWul/vvqsZ6+KiO/alQgwA4O2tPU6PHj58iF69eqFRo0Y4f/485s+fj99//x1TpkwBAAwYMACdOnVCv379kJOTgx07dmDx4sVYtWoVLC0tkZSUhLfeegv+/v44deoUdu/ejbi4OPTq1QsAEBMTg9DQULz//vu4fPkyoqKi0L17dxTxwB4REZFelXiwr4ODAxwcHPSZS6HS0tJw8+ZN9O/fv0zf11Bt374d1i8VQh07dkT16tVRqVIlzJ07FyYmJqhVqxYePXqEL7/8EhMmTIBcLsfChQvRoEEDjBo1Cps2bcKkSZPQsGFDAHkPBPX398d3330ntrtkyRJ4eHjg2rVrSEtLQ05ODrp37w4vLy8AQP369ct2w4mIiP6fQV+1NGbMGISEhMDLywuPHj3CxIkTYWJigtDQ0NJ947Q03cv+e/VMfLzu2P8+wuHOnRKnpE27du0wf/58cdrKygofffQRGjdurDE+pkWLFkhLS8ODBw/g6ekJBwcH/P777wgODkbz5s0xduxYMfb8+fOIjIzUKJCeu3nzJoKCgtC+fXvUr18fwcHBCAoKQo8ePcq8qCUiIgIMvJB58OABQkND8eTJEzg7O6Nly5b4+++/4ezsXLpvXJyxHqUVW6TmrFCtWrUSrXvo0CGYmJggJiYG6enp4uDptLQ0hISEYPr06fnWqVixIkxMTBAREYFjx45h7969mDt3LsaPH48TJ07Ax8fnlbaHiIiouAz6qY9r167Fo0ePkJWVhQcPHmDt2rWoWrWq1GkZtNq1a+Off/7RGLNy9OhR2NjYiJfOHzt2DNOnT8dff/0Fa2trjBgxQox94403cOnSJXh7e6NatWoar+eDeWUyGVq0aIHJkyfj7NmzMDMzw+bNm8t2Q4mIiGDghQwV34cffoiHDx9i1KhRuHLlCrZu3YqJEyciPDwccrkcqamp6N+/P0aNGoWOHTti1apVWLduHTZu3AgA+Pjjj5GYmIjQ0FD8888/uHnzJvbs2YOwsDDk5ubixIkT+O6773Dq1Cncu3cPmzZtwuPHj1G7dm2Jt5yIiMojgz61RMVXqVIlrF+/HpMnT4avry8cHR0xePBgfPXVVwCATz75BFZWVuJg3vr16+O7777D8OHD0axZM1SqVAlHjx7Fl19+iaCgIGRlZcHLywsdOnSAXC6Hra0tDh06hFmzZiElJQVeXl746aefNC6VJyIiKivFKmQcHBy03mTNzs4ONWrUwJgxYxAYGKi35Ei3ZcuW6VzWokUL/P3335r3xvl//72BHgCEh4cjPDxcnK5evTo2bdqkte3atWtj9+7dxU+YiIioFBSrkJk1a5bW+UlJSTh9+jS6dOmCjRs3IiQkRB+5ERERERWoWIXMwIEDC1zu5+eHadOmsZAhIiKiMqHXwb5dunTBlStX9NkkERERkU56LWSysrJgZmamzyaJiIiIdNJrIfP777/Dz89Pn00SERER6VSsMTIvX9nysuTkZJw5cwbXrl3DoUOH9JIYERERUWGKVcicPXtW63xbW1sEBgZi06ZNvE09ERERlZliFTKRkZGllQcRERFRsfERBURERGS0WMiQ3gwaNAjdunWTOg0iIipHWMgYqUGDBkEmk0Emk8HMzAzVqlXDN998g5ycnELXffPNN/HBBx9ozFuwYAFkMlm+Rx8MGjQIrVq10mfqREREesNCxoh16NABMTExuH79Oj777DNMmjQJP/74Y6HrtWvXDlFRURrzIiMj4eHhkW9+VFQU3nrrLT1mTUREpD8sZLRIT9f9yswseuyzZ0WLLSmlUgk3Nzd4eXnhww8/REBAADZs2ABPT09s3LhRI3bLli2wsrJCamoq2rVrh6tXryI2NlZcfvDgQYwdO1ajkLl9+zbu3r2Ldu3aITc3F4MHD4aPjw8sLCxQs2ZNzJ49u8D8/vnnHzg7O2P69OkA8p7JNWTIEDg7O8PW1hZvvfUWzp8/X/IOICKico+FjBbW1rpf776rGevioju2Y0fNWG9v7XH6YmFhAblcju7du+c7RbR06VL06NEDNjY2aNGiBRQKhXgVWnR0NJ49e4bBgwfjyZMnuH37NoC8ozTm5uZo1qwZ1Go1KleujA0bNiA6OhoTJkzA//73P6xfv15rLgcOHEBgYCCmTp2KL7/8EgDQs2dPxMfHY9euXTh9+jTeeOMNtG/fHomJifrrBCIiKldYyLwGBEHAvn37sGfPHrRr1w79+/fH3r17ERMTAwCIj4/Hzp078f777wMArKys0KRJE/HoS1RUFFq2bAmlUonmzZtrzG/WrBmUSiUUCgUmT56MRo0awcfHB/369UNYWJjWQmbz5s14++23sXDhQgwbNgwAcOTIEZw8eRIbNmxAo0aNUL16dfz444+wt7fPd/SIiIioqIp1H5nyIi1N9zITE83p+HjdsfL/lIl37pQ4Ja22b98Oa2trqFQqqNVq9O3bFxMnTkRubi7q1q2L5cuXY+zYsfjjjz/g5eWF1q1bi+u2bdsWGzZsAJBXsLRt2xYA0KZNG0RFRSEsLAxRUVEYOnSouM6vv/6KJUuW4N69e3j27Bmys7PzPZLixIkT2L59OzZu3KhxBdP58+eRlpaGChUqaMQ/e/YMN2/e1G/HEBFRucFCRgsrK+lji6Jdu3aYP38+zMzM4O7uDlNTU6jVaqSkpGDw4MGYN28exo4di6VLlyIsLAwymUxj3alTp+Lhw4eIiorCmDFjAOQVMgsXLsTNmzdx//59caDv2rVrMWbMGPz0009o1qwZbGxs8MMPP+DEiRMaOVWtWhUVKlTAkiVL0LlzZygUCgBAWloaKlasmG8wMQDY29vrt2OIiKjcYCFjxKysrFCtWjWty/r164cvv/wSc+bMQXR0NAYOHKixvHnz5jAzM8O8efOQmZmJhg0bAgAaN26Mx48fY8mSJeIpKAA4evQomjdvjo8++khsQ9uRFCcnJ2zatAlt27ZFr169sH79eigUCrzxxhuIjY2FqakpvL299dQDRERU3nGMzGvKwcEB3bt3x+eff46goCBUrlxZY7mFhQXefPNNzJ07Fy1atIDJ/58zMzMz05j//IhK9erVcerUKezZswfXrl3D119/jX/++Ufre7u4uODAgQO4cuUKQkNDkZOTg4CAADRr1gzdunXD3r17cefOHRw7dgzjx4/HqVOnSrcziIjotcVC5jU2ePBgZGdni4N8/6tdu3ZITU0Vx8c816ZNG/Ey7eeGDx+O7t27o3fv3mjatCmePHmicXTmv9zc3HDgwAFcuHAB/fr1g1qtxs6dO9G6dWuEhYWhRo0a6NOnD+7evQtXV1e9bC8REZU/MkEQBKmTKE0pKSmws7NDcnIybG1tNZZlZmbi9u3b8PHxgbm5uUQZ6tfzMTK2trZYtWoVPv30Uzx69AhmZmZSp1ZsxvTzUalU2LlzJzp16iQexaLSx36XBvtdGuWt3wv6/n4Zx8i8hjIyMvD48WN8//33GD58uFEWMUREREXBU0uvoTlz5qBOnTpwc3PDuHHjpE6HiIio1LCQeQ2NHTsWWVlZ2L9/P6z1eetgIiIiA8NChoiIiIwWCxnk3eKfDA9/LkREVJhyXcg8H/WdkZEhcSakzfOfS3kYnU9ERCVTrq9aMjExgb29PeL//4FJlpaWGrfxN0ZqtRrZ2dnIzMyE/L8PezISgiAgIyMD8fHxsLe3F2/WR0RE9F/lupAB8m7cBkAsZoydIAh49uwZLCwsjL4os7e3F38+RERE2pT7QkYmk6FixYpwcXGBSqWSOp1XplKpcOjQIbRu3dqoT8koFAoeiSEiokKV+0LmORMTk9fii9PExAQ5OTkwNzc36kKGiIioKIxiEMWvv/4Kb29vmJubo2nTpjh58qTUKREREZEBMPhCZt26dQgPD8fEiRNx5swZ+Pr6Ijg4+LUZ00JEREQlZ/CFzMyZMzF06FCEhYWhTp06WLBgASwtLbFkyRKpUyMiIiKJGfQYmezsbJw+fVrjeUFyuRwBAQE4fvy41nWysrKQlZUlTicnJwMAEhMTX4vBvIVRqVTIyMjAkydPOEamDLHfpcF+lwb7XRrlrd9TU1MBFH5zVIMuZBISEpCbmwtXV1eN+a6urrhy5YrWdaZNm4bJkyfnm+/j41MqORIREVHpSU1NhZ2dnc7lBl3IlMS4ceMQHh4uTqvVaiQmJqJChQpGf1+VokhJSYGHhwfu378PW1tbqdMpN9jv0mC/S4P9Lo3y1u+CICA1NRXu7u4Fxhl0IePk5AQTExPExcVpzI+Li9N5ozSlUgmlUqkxz97evrRSNFi2trblYkc3NOx3abDfpcF+l0Z56veCjsQ8Z9CDfc3MzNCwYUPs379fnKdWq7F//340a9ZMwsyIiIjIEBj0ERkACA8Px8CBA9GoUSM0adIEs2bNQnp6OsLCwqROjYiIiCRm8IVM79698fjxY0yYMAGxsbHw8/PD7t278w0ApjxKpRITJ07Md3qNShf7XRrsd2mw36XBftdOJhR2XRMRERGRgTLoMTJEREREBWEhQ0REREaLhQwREREZLRYyREREZLRYyLwGsrKy4OfnB5lMhnPnzmks+/fff9GqVSuYm5vDw8MDM2bMyLf+hg0bUKtWLZibm6N+/frYuXNnGWVuXO7cuYPBgwfDx8cHFhYWqFq1KiZOnIjs7GyNOPZ52fj111/h7e0Nc3NzNG3aFCdPnpQ6JaM2bdo0NG7cGDY2NnBxcUG3bt1w9epVjZjMzEx8/PHHqFChAqytrfHuu+/mu2HpvXv30LlzZ1haWsLFxQWff/45cnJyynJTjNb3338PmUyG0aNHi/PY50UgkNEbNWqU0LFjRwGAcPbsWXF+cnKy4OrqKvTr10+4ePGisGbNGsHCwkJYuHChGHP06FHBxMREmDFjhhAdHS189dVXgkKhEC5cuCDBlhi2Xbt2CYMGDRL27Nkj3Lx5U9i6davg4uIifPbZZ2IM+7xsrF27VjAzMxOWLFkiXLp0SRg6dKhgb28vxMXFSZ2a0QoODhaWLl0qXLx4UTh37pzQqVMnwdPTU0hLSxNjPvjgA8HDw0PYv3+/cOrUKeHNN98UmjdvLi7PyckR6tWrJwQEBAhnz54Vdu7cKTg5OQnjxo2TYpOMysmTJwVvb2+hQYMGwieffCLOZ58XjoWMkdu5c6dQq1Yt4dKlS/kKmXnz5gkODg5CVlaWOO/LL78UatasKU736tVL6Ny5s0abTZs2FYYPH17qub8OZsyYIfj4+IjT7POy0aRJE+Hjjz8Wp3NzcwV3d3dh2rRpEmb1eomPjxcACAcPHhQEQRCSkpIEhUIhbNiwQYy5fPmyAEA4fvy4IAh5n0dyuVyIjY0VY+bPny/Y2tpq/E6QptTUVKF69epCRESE0KZNG7GQYZ8XDU8tGbG4uDgMHToUK1euhKWlZb7lx48fR+vWrWFmZibOCw4OxtWrV/H06VMxJiAgQGO94OBgHD9+vHSTf00kJyfD0dFRnGafl77s7GycPn1aow/lcjkCAgLYh3qUnJwMAOL+ffr0aahUKo1+r1WrFjw9PcV+P378OOrXr69xw9Lg4GCkpKTg0qVLZZi9cfn444/RuXPnfJ8L7POiYSFjpARBwKBBg/DBBx+gUaNGWmNiY2Pz3QH5+XRsbGyBMc+Xk243btzA3LlzMXz4cHEe+7z0JSQkIDc3l31YitRqNUaPHo0WLVqgXr16APL2WzMzs3wP4X2534uy/5OmtWvX4syZM5g2bVq+ZezzomEhY2DGjh0LmUxW4OvKlSuYO3cuUlNTMW7cOKlTNnpF7fOXPXz4EB06dEDPnj0xdOhQiTInKh0ff/wxLl68iLVr10qdymvt/v37+OSTT7Bq1SqYm5tLnY7RMvhnLZU3n332GQYNGlRgTJUqVXDgwAEcP3483zM3GjVqhH79+mH58uVwc3PLN7r9+bSbm5v4r7aY58vLg6L2+XOPHj1Cu3bt0Lx5cyxatEgjjn1e+pycnGBiYsI+LCUjRozA9u3bcejQIVSuXFmc7+bmhuzsbCQlJWkcIXi5393c3PJdPfbf/Z9eOH36NOLj4/HGG2+I83Jzc3Ho0CH88ssv2LNnD/u8KKQepEMlc/fuXeHChQvia8+ePQIAYePGjcL9+/cFQXgx8DQ7O1tcb9y4cfkGnnbp0kWj7WbNmnHgqQ4PHjwQqlevLvTp00fIycnJt5x9XjaaNGkijBgxQpzOzc0VKlWqxMG+r0CtVgsff/yx4O7uLly7di3f8ucDTzdu3CjOu3LlitaBpy9fPbZw4ULB1tZWyMzMLP2NMDIpKSkan+MXLlwQGjVqJLz33nvChQsX2OdFxELmNXH79u18Vy0lJSUJrq6uQv/+/YWLFy8Ka9euFSwtLfNdCmxqair8+OOPwuXLl4WJEyfyUmAdHjx4IFSrVk1o37698ODBAyEmJkZ8Pcc+Lxtr164VlEqlsGzZMiE6OloYNmyYYG9vr3HlBhXPhx9+KNjZ2QlRUVEa+3ZGRoYY88EHHwienp7CgQMHhFOnTgnNmjUTmjVrJi5/filwUFCQcO7cOWH37t2Cs7NzuboU+FW9fNWSILDPi4KFzGtCWyEjCIJw/vx5oWXLloJSqRQqVaokfP/99/nWXb9+vVCjRg3BzMxMqFu3rrBjx44yytq4LF26VACg9fUy9nnZmDt3ruDp6SmYmZkJTZo0Ef7++2+pUzJquvbtpUuXijHPnj0TPvroI8HBwUGwtLQU3nnnHY1CXhAE4c6dO0LHjh0FCwsLwcnJSfjss88ElUpVxltjvP5byLDPCycTBEEo8/NZRERERHrAq5aIiIjIaLGQISIiIqPFQoaIiIiMFgsZIiIiMlosZIiIiMhosZAhIiIio8VChoiIiIwWCxkiIiIyWixkiMio7N+/H7Vr10Zubm6J28jOzoa3tzdOnTqlx8yISAosZIiozAmCgICAAAQHB+dbNm/ePNjb2+PBgwda1/3iiy/w1VdfwcTEpMTvb2ZmhjFjxuDLL78scRtEZBj4iAIiksT9+/dRv359TJ8+HcOHDwcA3L59G/Xr18f8+fPRv3//fOscOXIEXbp0QWxsLMzNzV/p/Z8+fQo3NzecOXMGdevWfaW2iEg6PCJDRJLw8PDA7NmzMWbMGNy+fRuCIGDw4MEICgrSWsQAwNq1axEYGKhRxEyaNAl+fn5YsmQJPD09YW1tjY8++gi5ubmYMWMG3Nzc4OLigqlTp2q05eDggBYtWmDt2rWlup1EVLpMpU6AiMqvgQMHYvPmzXj//ffRvXt3XLx4EZcuXdIZf/jwYfTt2zff/Js3b2LXrl3YvXs3bt68iR49euDWrVuoUaMGDh48iGPHjuH9999HQEAAmjZtKq7XpEkTHD58uFS2jYjKBgsZIpLUokWLULduXRw6dAh//vknnJ2ddcbevXsX7u7u+ear1WosWbIENjY2qFOnDtq1a4erV69i586dkMvlqFmzJqZPn47IyEiNQsbd3R13794tle0iorLBU0tEJCkXFxcMHz4ctWvXRrdu3QqMffbsmdaxMd7e3rCxsRGnXV1dUadOHcjlco158fHxGutZWFggIyPj1TaAiCTFQoaIJGdqagpT08IPEDs5OeHp06f55isUCo1pmUymdZ5ardaYl5iYWOARICIyfCxkiMho+Pv7Izo6Wm/tXbx4Ef7+/nprj4jKHgsZIjIawcHBOHLkiN7aO3z4MIKCgvTWHhGVPRYyRGQ0+vXrh0uXLuHq1auv3Nbx48eRnJyMHj166CEzIpIKb4hHREbl888/R0pKChYuXPhK7fTu3Ru+vr743//+p6fMiEgKPCJDREZl/Pjx8PLyyjdwtziys7NRv359fPrpp3rMjIikwCMyREREZLR4RIaIiIiMFgsZIiIiMlosZIiIiMhosZAhIiIio8VChoiIiIwWCxkiIiIyWixkiIiIyGixkCEiIiKjxUKGiIiIjNb/AY75qCHO4djeAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "this_case = CASE_DIR / Path('jensen/wind_energy_system.yaml')\n", + "floris_1turbine = WCompFloris(this_case)\n", + "foxes_1turbine = WCompFoxes(this_case)\n", + "pywake_1turbine = WCompPyWake(this_case)\n", + "\n", + "ROTOR_D = floris_1turbine.rotor_diameter\n", + "\n", + "# NOTE: Pywake plotting uses plt.gca -> plt.gcf... get current figure meaning it will add onto the current figure\n", + "# fig, ax = plt.subplots(4, 1, figsize=(8,15))\n", + "\n", + "XMIN = -1 * ROTOR_D\n", + "XMAX = 20 * ROTOR_D\n", + "fig, ax = plt.subplots()\n", + "floris_1turbine.streamwise_profile_plot(wind_direction=270, y_coordinate=0.0, xmin=XMIN, xmax=XMAX)\n", + "foxes_1turbine.streamwise_profile_plot(wind_direction=270, y_coordinate=0.0, xmin=XMIN, xmax=XMAX)\n", + "pywake_1turbine.streamwise_profile_plot(wind_direction=270, y_coordinate=0.0, xmin=XMIN, xmax=XMAX)\n", + "ax.set_title(\"Streamwise velocity profile\")\n", + "ax.set_xlabel(\"X (m)\")\n", + "ax.set_ylabel('U (m/s)')\n", + "ax.set_ybound(lower=0.0)\n", + "ax.legend()\n", + "ax.grid()\n", + "\n", + "YMIN = -2 * ROTOR_D\n", + "YMAX = 2 * ROTOR_D\n", + "\n", + "fig, ax = plt.subplots(3, 1)\n", + "fig.suptitle(\"Cross section velocity profile\")\n", + "\n", + "X_D = [1, 5, 10]\n", + "for i, D_X in enumerate(X_D):\n", + " plt.axes(ax[i])\n", + " floris_1turbine.xsection_profile_plot(wind_direction=270, x_coordinate=D_X * ROTOR_D, ymin=YMIN, ymax=YMAX)\n", + " foxes_1turbine.xsection_profile_plot(wind_direction=270, x_coordinate=D_X * ROTOR_D, ymin=YMIN, ymax=YMAX)\n", + " pywake_1turbine.xsection_profile_plot(wind_direction=270, x_coordinate=D_X * ROTOR_D, ymin=YMIN, ymax=YMAX)\n", + " ax[i].set_title(f\"{D_X} D\")\n", + " ax[i].set_ylabel(\"U (m/s)\")\n", + " ax[i].set_ybound(lower=0.0, upper=12.0)\n", + " ax[i].grid()\n", + " if i < len(X_D) - 1:\n", + " ax[i].xaxis.set_ticklabels([])\n", + " else:\n", + " ax[i].set_xlabel(\"Y (m)\")\n", + " ax[i].legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Gaussian models: Niayifar / Porte-Agel\n", + "\n", + "For the deficit model, we compare Niayifar / Porte-Afel 2016: https://www.mdpi.com/1996-1073/9/9/741\n", + "This model builds on Bastankhah / Porte-Agel 2014: https://www.sciencedirect.com/science/article/abs/pii/S0960148114000317\n", + "\n", + "- FLORIS -> gauss velocity deficit is based on this paper. https://nrel.github.io/floris/wake_models.html#gauss-and-gch\n", + "- FOXES -> PorteAgelWake is based on this paper. See the docstring for that class\n", + "- PyWake -> Niayifar_PorteAgel_2016, self explanatory\n", + "\n", + "In the paper, the parameters are:\n", + "k* coefficients that fit the line through the turbulence intensities in equation 15: k* = 0.3837 * I + 0.003678\n", + "\n", + "\n", + "wake width is given as 0.1 on pages 6 and 8.\n", + "PyWake has 0.1 as default\n", + "FLORIS has 0.05 as default, but it is changed to 0.1 here.\n", + "FOXES has a set of predefined Jensen wake models available, but you are expected to create your own, as needed. That is done here with k=0.1." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Turbine 0, T0: windio_turbine\n" + ] + }, + { + "data": { + "image/png": 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77eOidO/eHe3bt8e4ceOQlJSEBg0aYO3atfjrr78watQoVK1aFQBQrVo1jBs3Dh9++CFat26NXr16QavVYvfu3QgLC8PkyZOL3H/VqlXh6+uLH374AV5eXvDw8EDz5s0tc3DUajWeeuopfPvtt1CpVOjXr99d++J2rq6uWL16NQYNGoTmzZtj1apV+Pvvv/HOO+8Umg9WlM8//xxxcXFo0aIFnnvuOeTm5mLatGnw8fHBBx98cN913I0tvv9EdlHGV5cRyc6qVavEs88+K2rVqiU8PT2FRqMR1apVEyNGjBApKSlWbY8dOybatGkj3NzcBADLZb0Fl/0WXGJ8pz/++EM88sgjwsPDQ3h4eIhatWqJYcOGiePHj1vaJCQkiI4dOwpPT08REBAgXnjhBXHw4MFCl0oPGjRIeHh4FDpG27ZtRZ06dQptj4iIEF27di20PSgoSACw+oxbt24VAETr1q0Ltb/zMvElS5aImJgYERQUJDQajahcubIYOnSoSE5OtnpfZmamGDt2rKhWrZrQaDQiICBAtGzZUnzxxRdF3k6gKP379xcARMeOHYttcz99fOdnKKjvtddeE2FhYUKtVovq1auLzz//3OoS9gIzZswQjRo1ElqtVvj5+Ym2bduK+Ph4y+t3XuouhBB//fWXqF27tnBxcSnysvddu3YJACImJua++qLgc3h4eIjTp0+LmJgY4e7uLoKDg8X48eOtLsUvuNT9888/L3I/69atE61atRJubm7C29tbdO/eXSQkJFi1Kc2l7kLY5vtPZGtc24uISEIHDx5Ew4YN8dtvv2HAgAH39Z7BgwdjyZIlyMrKsnN1ROUT5/wQEUno559/hqenJ3r16iV1KUROg3N+iIgk8L///Q8JCQn46aefMHz48HK1CC6R3DH8EBFJYMSIEUhJSUGXLl3u67YCRGQ7nPNDREREToVzfoiIiMipMPwQERGRUyn3c35MJhMuXboELy+vEq++TERERGVLCIHMzEyEhYXddZ3Bkij34efSpUsIDw+XugwiIiIqgfPnz6NSpUo23We5Dz8FixWeP38e3t7eEldzb3q9HmvXrkVMTAzUarXU5ZRL7OOywX62P/Zx2WA/219RfZyRkYHw8HCrRYdtpdyHn4JTXd7e3g4Tftzd3eHt7c2/ZHbCPi4b7Gf7Yx+XDfaz/d2tj+0xZYUTnomIiMipSBp+Nm/ejO7duyMsLAwKhQJ//vmn1etCCLz//vsIDQ2Fm5sbOnbsiJMnT0pTLBEREZULkoaf7OxsNGjQAN99912Rr3/22Wf45ptv8MMPP2Dnzp3w8PBAbGws8vLyyrhSIiIiKi8knfMTFxeHuLi4Il8TQuCrr77Cu+++ix49egAAfvvtNwQHB+PPP//EU089VZalEhERUTkh2wnPiYmJuHz5Mjp27GjZ5uPjg+bNm2P79u3Fhh+dTgedTmd5npGRAcA8mUqv19u3aBsoqNERanVU7OOywX62P/Zx2WA/219RfWzP/pZt+Ll8+TIAIDg42Gp7cHCw5bWiTJ48uchFAteuXQt3d3fbFmlH8fHxUpdQ7rGPywb72f7Yx2WD/Wx/t/dxTk6O3Y4j2/BTUmPHjsXo0aMtzwvuExATE+Mwl7rHx8ejU6dOvKTSTtjHZYP9bH/s47LBfra/ovq44MyNPcg2/ISEhAAAUlJSEBoaatmekpKChg0bFvs+rVYLrVZbaLtarXaoH1pHq9cRsY/LBvvZ/tjHZYP9bH+397E9+1q29/mJiopCSEgI1q9fb9mWkZGBnTt3okWLFhJWRkRERI5M0pGfrKwsnDp1yvI8MTERBw4cQIUKFVC5cmWMGjUKH330EapXr46oqCi89957CAsLQ8+ePaUrmoiIiByapOFnz549aN++veV5wVydQYMGYdasWXjrrbeQnZ2NF198EWlpaXjkkUewevVquLq6SlUyEREROThJw0+7du0ghCj2dYVCgYkTJ2LixIllWNX92zzuGbj/b3Wxr4fN/xthdZoDALZOfAGuS5YV2U4oFMh/qg9ajf3eLnUSEZUHQggICJiECUKY/3RRukClVAEADCYDcvW5EBCF2goIeKg94KZ2AwDoDDpcy7kKoddDCBOEyXTrT5MJvlpv+HoGAK6uyDPk4WLuBZw6tQsqlRIwCav3BLr5I6BCJcDPD3mGPBy7egwuF5IhhAkQAhDm9jAJBLr5IzS4KhAWhjxDHvYn74f2zFnAYLzVHri53wBEhEUDVasi35iPree2wv3YaSjzDRAQt/YNgUC3AFStVA+oWxcGkwHxp+Ph9d9JqPLyIUwmADf3azLB360CaoU3Apo1AwD8eexP+B48AVV2TkFHm2sBUMHVD3XDGwNt2wIA/kj4A977/oMmI9tSa5X2vRBe++Ey+RmwFdlOeHYEpmPH0OTwtWJfP5Nx6zXDyeLb/hfpgexd221eHxHZX74xHzqDDgaTAXqTHnqj3vKnwWRAzYCaUCrM0ytPXDuBlOvnYcrJhilfB6NeB1O+DiZ9Pkz5OnQMbwdNlWqApye2ntuK0/9thee5y4DBYP4lbdCbvzYY0LVKLDSt2gEAVp5aiaM7liPqwFnAaITCYARMRsBoBIwmdI7qCO8nBwDR0ViSsATbV/2MVluSAJOAwmSC0mQCjCYoTCa0qdQKvi+MAFq2xPzD87F66Wfot/oCFCZhfggBpckEhUmgUXBD+I14E+jWDXMPzcWCBeMw5o9UKEVBW9z8GqjuVwU+r40FBg7E/MPzMW3Wy/hpXubNNjfbCUAhgFD3YHi+9hbw2mtY/N9ivPPjk9g4y9yuoL0C5j891R5QDX8V+PhjrDm1Bi/90A3Hvi3cTiEApUIBvDgUmD4d2y9sxxPT2+PaZ3f55j7zDDBnDg6nHsboI8OR1+8ubR9/HFi6FKevn0ajHxvB+MFdJtXGxABr1uBy1mW0nNESGZMAr/xi2j7yCLBlC9Lz0tHhtw5I/hwIyS6mbaNGwL590Bl06DKvC059DVS9UUzbGjWA48fNpS98HIe+B+qlFtO2UiXg/HkAwMA/B2L99zl4+OKtl/+dlMXw40yCnh+JrQ9tK/b1elXqWr4OHTQcW2vVKbKdV/U6aPfkCJvXR1TeXc66jAxdBnL0OcjR5yBXn4scfQ50edlQ6fLxeGRnwN8fUKkw68AsXDu8Cx7JV2HKzQHy8gCdDgqdDlq9wLO1+wNDhgA+Phi1ehTEX3+h+X/pUBkMUOlNcDEY4aI3wcVgQmzl9lD8+CMQFYX+S/vDf/YSvLoTUBsBjRHQmgDPm18rlK7Axo1A8+aYtGUS/KfPxpdr7/Kh1q0DOnTA/MPzYZz+PX74u7iG82H44w9ApcLmc5uR+r8ZGFP04DKA3UCNekB0NP5L/Q+Ju9biy7+Ka7sAaNUBaNkSFzMv4vKpA+i8o7i2m4EuvQAA6bp03Lh8Fq1OFNP07DHgovk3Zr4xH3lZ6ahb3C3brl0Grt36z6JSABUzi2mbmw3cvB9MwerfHsXdG08IwGQe0VAqlDdDqamYxrCMbLgoXeCmcgOQW3QzhcJybLVKjVDPUORpLkNpEpbXhcI89uKiUkPrZh59UivVqOpXFRkeZ2F0MZnHZhQ32wPQql3h6ecHAFApVagTWAfXK5yGQm2AgHmf5v0Dbmp3+IWFWdo2Dm2M60EnoFbnQ5h3a6nDQ+2OwCpVLPW3qNQC1ysdx2l1HoTiZtub7T3U7girfut3V5uINkiL3I/j6hzLsd2DKxXfhzLF8FMKteMGAnED76ttzY59UbNjXztXRCRPeYY8pOelI12XbvVnhi4DWqHC0xFdzSEFwFvxb8G4exf8Ll6DKjMbquwcqHN00Gbnwd+kRd/IbsDPPwNubnhs/mPoOnc3+h0GAvWARz7grgc0t/8+u3QJCA3FnENz8Nj3/+ClncVVuQfo0gXw8UFiWiKa/ZeEp7cU0/R4PJCWBsD8i7FCLhB9tdhPD+Sb/1sf5hUGT68gAOb/YpsUgEGlgFGpgFGlgLu7D5RK83hBw5CGSK/WFBfDjsGkUsKkUkIoFeY/VUqE+0VB6esLZGaiTeU2uNTyIhIu74VQqW4+lIBKCaFUoXpgTbhFRQEA4qrHoUYPHQ4qdwBKFaBSQnHzPVCpUC2gBjwaNQIAPFbzMdQZ6IEjYbsApRJQqaBQmtspVCpE+EXBo20HAEDPWj3x0IhwnGi0Fwql+XUU/KlQIMSnIjzqNwYA9KjVAw+/vQvnY44ASiWUKhdAoYBCpYJS6QIfdz+4RVUHAHSr0Q2txyfier/T5jaKm+2VSiiUSrhq3KEJNN8aJbZqLE58nAHdyxfN+715fIXC3FahVEHh4QHA/Ev8yiQ98FYaoFCYH0ql9dcu5l+RjUIaYVajedDnxEKt0dxqczPwKG77btfwr4FLr18CXi/u5+GWit4VcWrkKWDkvdtWcKuAI68cAV65d1tXF1fseXEP8OK92wLAtue2Ac/dX9tV/VcB/e+vrZwx/MiAMJlgyMuBi6vj3IGaaF/yPlzMuIirOVdxLfcarmddRe6VSzCmXkblfDeMqjbQ8suj3vR66LLyFNonAn55QGAeUCMX8M0DvAuG+/PyAK0W/yT+g5EL92LgoaKOmgf8OxeYMgVwc4Ovqy8q6jSocb24cwYAcs3/W+9Zsycq19Eh5fIxGLQamLRqmLQamDQaCK0WVUJqATfvAv9+m/ch9C2R1CgBCq0rlFpXKDVaKF3doHR1RZBvJSgqVwYAzHhsBhQNPoDh3AWoXN2g0GgAtRoo+FOtBm7et2xSh0lAmwnm01FqNZQqFTTFlP1C4xeAxi8AXxX/0fR6PbByJbpU6wL1Gz2AN4pvW6BZxWZo9nQz4Ol7t63hXwM1OtUAOr18z7ZhXmEIaxQGNOp+z7a+rr7wrdIUqNL0nm3d1G5wC4gEAiLv2ValVMHNzQuoXuuebQGYA06FCvfXVqEw/zyrVPfXnmSN4UdiN3Kuw93bH1ojoL94HggMvvebiOwkPS8diWmJSLyRiLPpZ5GcmYzL6ReRf/Ecque5Y2Kd4UC3bgCAJxY9gVcWJSHuJBCYA/jnAC5W1y8sh3LxYgCAt9YbTS4BPY/f5eBpaUBwMN5q9RYiDi9AiuYYhJcn4OUNpbc3lD6+cPH2ha9/ReDmaYO1A9YCzY4DqamAh4f54e5ufri5Aa6u5l9wAEY0HwE0v7/Ty43DGgMDGgMD7t3WTe0GVKtpftyPgkBERJJh+JGYq9oN+SpAawR0adegZfghOzIJE86mncXRq0eReCMRADCs2TDL63Wn10WnjRfQIRF4+DpQKQMIybo91KyxjNA0DGmIaJGJulesJ/LnebnBUMEX7mGRUOXlAQC2DNkC18gtQGIS4OsL+Pnd+tPPD/DxsQSCJ+s8CUx78v4/VM2a5gcR0X1i+JGY1kWLNI15pr8+4wYKL8xBVDoz9s/Ajgs7cOTyIWQfP4yaZ3NQLxWodh2ona4GcsabJ6JqtYjyjULMxSt46rDOah8mlRL5gf5wjagCZGQAgYFY1ncZUOsgcOUKEBhofgQEwFVjPpGj1+uhX7kSAOCudgdiYsv8sxMRFYXhR2JKhRJZN0/66zOKuyaR6O5y9bnYfmE7NiZtxMWMi/i164/muQkKBWYemIlOs7bi852Aj+7Od+oBXAOSkoCaNbFu4DpogtcBR44A1aoB4eFAxYpQBgfDtai5Dg0a2P/DERHZGMOPDORozZdb6jPTpC6FHITOoMOOCzuwMWkjNiRtwP7EbXj4jB6xp4C4C4DoNx+KhAQgMhLP1HsGVaq5wGfzRpi0GqBefSgbNTLf56NaNaB6deDmZa8alcZ8xVOXLhJ/QiIi+2H4kYHcm+HHmJEudSnkIJ7/3/PYvPl3PJEAjD0NtDkLuBlub5EL7NsHREZiaJOhwISuwKgbUNaqxcm2ROT0GH5kINfVBYCB4YcKSc5MxpxDczD74Gys7jIf4d6VgAoV0Lpya3ikLseUtRmWtqJSJShiY4FHHwWaNDGP6hSoVMn8ICIihh85SG9YCzs9khFakb+cCNAb9fj75N+YsX8GVp74G03OmzBmNxA66iFg4kfAmDEY0nAIXpjaE7g2EIiNBWJjoYiOttx0jYiIisfwIwM95++3fK3XF3dfdirvruVcw6QtkzDn0BxkpV3B04eBXbuBhyxLABiBo0cBmG+hj6AgYHXxC+sSEVHRGH6IZELrosWPe37Ae6tyMHSfAr65N2+u4+oKPPUU8MorQNN73xGXiIjurthFZ0kCprsssEflzpXsK5i2c5rluafGE5/FfI5nvB8xB58qVYDPPwcuXABmzmTwISKyEYYfGZj5TF3oXBQ49WRHqUuhMmASJvyy7xfU+q4WPl8wEpc6t7Ksdv1K01dQcfK3wKpVwMmTwBtvWBb8JCIi2+BpLxkwKEzQGgFFdo7UpZCdHU45jJf+fgnbzm3DC3uBKeuU8MzbBowcCfzxh7lRgwa8eSARkR0x/MiA0d28SKOS4afcysrPwoSNEzB1x1RUvGHE+v8p8ehpEwAT0LIlMGmS1CUSETkNhh8ZKAg/quxciSshe+k2rxs2J27Ci3uBqetd4JZnMK86PmkSMGKEeSkKIiIqEww/MlAQflxyGH7Kq7davYU2Kw5j4t/XARiARx4BZswwLy1BRERliuFHBkyeHgAAl9x8iSshW7qRewN+bn4AgC7Vu6DDjFPAqfbAs88Cw4cDSl5vQEQkBf7rKwce5vCjzi205DY5qNkHZqPaN1VxdM5UQJjv16P19gP27jVPbmbwISKSDP8FloGgiNrYX8sXVxvVkLoUsoEVJ1bgueXPYcj6G4geOBp46SVLAOLcHiIi6fG0lww83WMc0GMcAC5v4ei2ntuKPov7oMd/RnwRf3Mj19wiIpIVjvwQ2cjhlMPoPr876iflYd6ym3+1hg8HXn1V2sKIiMgKww+RDSSlJaHz3M7wSU7DqkVqaPUmoGtXYOpUjvoQEckMw48MzDk4B5d8lMjXugDnzkldDpXAxE0TkZ16CesWaVEhQw80bAgsWAC48MwyEZHc8F9mGTAJE7R6AU2+EfrsbKnLoRL4rst3aLo3BVVT1wAVKwIrVgCenlKXRURERWD4kQFXF1dkaQD/XEDB8OMwjCYjVErz1Vtuaje8PPFvoNUaIDjYHICIiEiWGH5koCD8AACysiSthe7f8JXD4ePqg8mPfACFq6t5Y2ystEUREdE9cc6PDDD8OJ6LGRfxy/5fcObHT6GrUws4eVLqkoiI6D4x/MiA1kXL8ONgvtv9HZqcNWDOnwq4njkLzJwpdUlERHSfGH5kwGrkh3N+ZC9Hn4Mf9/yAn5cDWoMAHnsM+PBDqcsiIqL7xPAjA76uvrhWNQz/RfsD/v5Sl0P38NvB31D/6A3UvQIIDw9g9mwuW0FE5EA44VkGagXUQq2/LwK4ubzFypUSV0TFMQkTpu6Yisk7zc8VAwcCvr6S1kRERA+GIz9ED2DVyVXIO30CPY7f3DB8uKT1EBHRg2P4IXoA1f2r48sbTaESAB59FKhdW+qSiIjoATH8yECGLgNjnvTHFS8l8NKLUpdDd1HDvwZ6z9wJxMcDH30kdTlERFQCnPMjA2qlGuk51xGYBeRfvSp1OXQvCgXQsaPUVRARUQlx5EcGbr/Pj8jKlLYYKlJKVgoGLxuEA4k7pC6FiIhKieFHBpQKJfK05kulBW9yKEvf7/4ex//+DVH1WgPjx0tdDhERlQLDj0zku90c+mH4kZ08Qx6m75mOETsBn2wDcP681CUREVEpMPzIRL67OfxwVXf5mXtoLlQpV9An4eYGXt5OROTQGH5kwuBmXhWc4UdehBCYumMqXtwLqE0AWrYEHnpI6rKIiKgUGH5kIrhSTRwNd0NudA2pS6HbxJ+Jx4nk//DyHoV5w4gR0hZERESlxvAjE7+/ugnR53Lgvn6L1KXQbabumIonjgIhWQIIDQV69ZK6JCIiKiWGH6JiCCHQLqIdRu+7ORl96FBAo5G2KCIiKjXe5JCoGAqFAm8/8jaMq3oA038whx8iInJ4HPmRieeXP4+ESloYQwPhfvmy1OXQbVQ1awFffQWEhEhdChER2QBHfmTictZl+KbnwzUrHy45OVKX4/R+P/Q7XF1c0bNWT7go+deEiKg84ciPTNy+xIVLXp60xTg5IQTGrBuD7a/1QXLcI8CePVKXRERENsTwIxOuLq4MPzKRkp2Cy2kXMXInEL52J3DkiNQlERGRDTH8yISr6lb4UTH8SOrY1WPofgKISAcQEAA89ZTUJRERkQ0x/MiEq4srsjnyIwtHrxzF8F03n7zwAuDqKmk9RERkWww/MsHTXvJx6uJhtE+8+eT55yWthYiIbI+XschEiGcIboT5ISVfC72bm9TlOLWs//ZBCUDn5Q5tVJTU5RARkY1x5Ecm3mz1Jl6Mv44KCedwoX17qctxaspjJwAA+TWqAAqFxNUQEZGtMfwQ3eH9Lp/iWrO6cG39qNSlEBGRHfC0F9EdQvu9APR7QeoyiIjITjjyIxPLji7DmGcr43pkIOr/8IPU5RAREZVbHPmRiQxdBq5cO4/gS8DlsKtSl+O0Fh6aj8RLCYht0AuNQhtJXQ4REdmBrEd+jEYj3nvvPURFRcHNzQ1Vq1bFhx9+CCGE1KXZ3O2XuvMmh9L5Z8OvGBP3ESJaxgHl8OeMiIhkPvLz6aefYvr06Zg9ezbq1KmDPXv2YMiQIfDx8cHIkSOlLs+meJ8feRAJCQAAtasHr/QiIiqnZB1+tm3bhh49eqBr164AgMjISMyfPx+7du26xzsdD8OP9HQGHXySLgMAXGrXkbgaIiKyF1mHn5YtW+Knn37CiRMnUKNGDRw8eBBbt27FlClTin2PTqeDTqezPM/IyAAA6PV66PV6u9dcUi5wuRV+cnNlXaujK+jbO/s4ITUBta6YT3Vpajfg96CUiutnsh32cdlgP9tfUX1sz/6WdfgZM2YMMjIyUKtWLahUKhiNRnz88cfo379/se+ZPHkyJkyYUGj72rVr4e7ubs9yS+V49nGrOT+r4uOlLcgJxN/Rx/+m/YueV8xf78vLw6WVKyWoqvy5s5/J9tjHZYP9bH+393FOTo7djiPr8LNo0SLMnTsX8+bNQ506dXDgwAGMGjUKYWFhGDRoUJHvGTt2LEaPHm15npGRgfDwcMTExMDb27usSn9g4anhmHc8CBcC0uHpHYxOnTpBrVZLXVa5pNfrER8fX6iP923ei+ibF9o1fOopNKxfX6IKy4fi+plsh31cNtjP9ldUHxecubEHWYefN998E2PGjMFTTz0FAKhXrx7Onj2LyZMnFxt+tFottFptoe1qtVrWP7QPVXwIByakQP+uHitXrkQXmddbHtz5M5GSdBh+eYBQKKCuXRtg/9uE3P/ulQfs47LBfra/2/vYnn0t6/CTk5MDpdL6anyVSgWTySRRRVSefdPxS6Q9rYQ2Wwc3Li5LRFRuyTr8dO/eHR9//DEqV66MOnXqYP/+/ZgyZQqeffZZqUujckgTUQWauX9IXQYREdmZrMPPtGnT8N577+GVV15BamoqwsLCMHToULz//vtSl2ZzmbpMdJ7bGV9+fhiPZnoBq9cAdetKXRYREVG5I+vw4+Xlha+++gpfffWV1KXYnUqpwrbz2xB8GfBKy4QhPV3qkpzKtvPb8MeqKWjQMBYDm3FRUyKi8kzW4ceZaFXmSdoFl7sjK0u6YpzQtvPbMOrNPxCWtRTY2Qho0kTqkoiIyE5kvbaXM1EpVVAr1Qw/Ekk8dwjhGYDKJIAqVaQuh4iI7IjhR0a0LlqGH4nk/ncAAJBXwQeoUEHaYoiIyK4YfmTE1cUV2Tdva6DIzpa2GCcihIDmxGkAgKFmdYmrISIie2P4kZHbFzflyE/ZSclOQeVL5tuou9ZrJHE1RERkbww/MhLgHoB0PzekB/gBvMlemTl65Shq3VzWgqu5ExGVf7zaS0b2D90P/bM3l7fo0gUqqQtyEuczzqPpzfCD6GhJayEiIvtj+CGnN7DBQOhfv4DcQ/vhVq+e1OUQEZGdMfwQAVCPeQdcrpCIyDkw/MjI2HVjgeX/w/AVN6CMfxz49lupSyIiIip3OOFZRg6nHsb5C/+hYuIlKI4fl7ocp5Chy8BTkxvj3e/7wJCfJ3U5RERUBjjyIyO81L3sHb1yFF0X7MOAQ/uAtEbAO+9IXRIREdkZR35k5PY7PPMmh2Xj6NWjiL5y8wmv9CIicgoMPzLiqrpt5Ifhp0wcTU2w3OOH4YeIyDkw/MiIq4srsnnaq0xdObEfnnrAqFICVatKXQ4REZUBhh8Z4ZyfsicSEgAAeVGVADUvdicicgYMPzLirnaHwd0VmR4aICAAMJmkLqlcyzPkwTspGQCgjOayFkREzoLhR0Y+fPRDnJmQgX/mLoLh1ClAyW+PPV3Ouowm6e4AANe6DaUthoiIygwvdSenFekbieof/Q/6f9ZBHdNZ6nKIiKiMMPyQc2vfHur27aWugoiIyhDPq8jI2tNr0WNhDwR+OAKqRx4Bjh6VuiQiIqJyh+FHRpIzk7Hq9CqEnUuFctcu4OrVe7+JSmzgd49i7OgGOL4vXupSiIioDPG0l4xoXbQAgByNwryBl7vbjVEY4btxByb/ZUDOgYnAP52kLomIiMoIR35kxNXFFQCQzfBjd6n5qaiaagAAuNZtJHE1RERUlhh+ZKQg/GRpb25g+LGbC3kXEH3zrKKydm1piyEiojLF8CMjlvDDuzzb3QXdBS5oSkTkpBh+ZESrMg/5ZKqFeQPDj92kZpxFZNrNJ7VqSVkKERGVMYYfGSkY+Ul3VUD4+gIKhbQFlWPqC4lQAtB5ewBBQVKXQ0REZYhXe8lIg5AGyB2TizUN18DQpQvUXGjTbupdM//oG2pWh5Yhk4jIqTD8yIhSoYRKqZK6DKfQuu1YGB5Vwd3bW+pSiIiojDH8kFPKCwiA6NIFCo6uERE5Hc75kZHs/Gz0X9Yfa1e/DWXnzsAbb0hdUrlkEiapSyAiIglx5EdGFAoFFh9djN7XANU/xwGDQeqSyqU3Vr8Gz1/mQHX+WXR76UvAhX8NiIicCUd+ZKTgUnfe58e+bhzdh8krstD5jem8oo6IyAkx/MiISqmCWqlm+LEz5YkTAABdVGVAxQnmRETOhuFHZlxdXJFdMAeX4cfm0vPSEXz+BgDApXY9iashIiIpMPzIjFal5ciPHZ2+cdqyrIVLHYYfIiJnxPAjM64urtbhRwhJ6ylvLmVeQq2bC5oKLmtBROSUGH5kpiD8CKUS8PQEdDqpSypXkjMuWVZzZ/ghInJODD8ys+u5XZjRdBH0OTlAejrg6ip1SeVKSI4SfnmASQGgenWpyyEiIgnwBicy46nxhFqlgULJXGoP3Zv2h2F9FeyNj8dDDJZERE6J4Yeci5sbROvWuJyZKXUlREQkEQ4vyMzUnVMx9exUpAzpA8TGAkeOSF1SuSI4gZyIyOlx5EdmNiZtxKYbm+C2syJw6iJw+TJQt67UZZUbQ14ORdhVHeo+/DKALlKXQ0REEmD4kRmti3mJi3zXm9e7Z2dLWE35YhImdN6WiqcOC+z0OC11OUREJBGe9pIZVxfzJFyd281cyhsd2szVnKsISzef9hJBlSSuhoiIpMLwIzMFi5vmuTL82FpyZjIqZZi/1vsHSlsMERFJhuFHZgpGfvK0DD+2dinjIirevMgr199f2mKIiEgyDD8yUxB+clxvfmsYfmzmxoWT0BrNX+f5+UlbDBERSYbhR2YKJjznaFWAQsHlLWwoJ/EkACDd1xVCrZa4GiIikgqv9pKZt1u8jXoZ9fDw6G7AYh9zACKbqJxpzvp5QTzlRUTkzBh+ZMZL6wUvFy9oXT0YfGwsZvBEoHEf+Ov1AO/wTETktHjai5yHry/QujVE69ZSV0JERBLiyI/MbDu/Dd+f/x55Mzegb/xF88rjkyZJXVa5IISAgqNpREROj+FHZk7dOIW119aiZdoVYMl+4OGHpS6pXBBC4OXervBTuGHE+DVSl0NERBJi+JGZgpscZqhN5g281N0mrudex4gt+ahzJR+5z16RuhwiIpIQ5/zITMF9ftJcDOYNDD82cSnzkuXuzi7hEdIWQ0REkmL4kRmGH/tIvXwaPgW3TKpYUdJaiIhIWgw/MsPwYx8ZZ44CALLdXAAvL4mrISIiKTH8yEyh8JOXBxgMElZUPuSePQUASAvwkLgSIiKSGsOPzGhUGgDAdVX+rY3Z2RJVU36Yzp8DAOQEck0vIiJnJ/vwc/HiRTzzzDPw9/eHm5sb6tWrhz179khdlt3UDqiNn2r/hK0v7gIyMgCjEfDxkboshxeVZV7LSxEeLnElREQkNVlf6n7jxg20atUK7du3x6pVqxAYGIiTJ0/CrxyvyK110SJIE4Qgz2CAi2/aTKuPZgMDjqOajw/0UhdDRESSknX4+fTTTxEeHo6ZM2datkVFRUlYETmswEDzAwD0jD9ERM5M1qe9li9fjiZNmqBPnz4ICgpCo0aN8PPPP0tdll3l6nMx8+JMvLrmVZjGvQM8+SRw+LDUZTk0IQRMwiR1GUREJBOyHvk5c+YMpk+fjtGjR+Odd97B7t27MXLkSGg0GgwaNKjI9+h0Ouh0OsvzjAzzne30ej30DvA/fl2+Dn9d+Qu4AnyzuhGU+/bD0L8/RK1aUpfmsNLy0jCtZzAMPt4Y98NRKDzNc6gc4efBkRX0L/vZftjHZYP9bH9F9bE9+1shhBB223spaTQaNGnSBNu2bbNsGzlyJHbv3o3t27cX+Z4PPvgAEyZMKLR93rx5cHd3t1uttmIURjxx8AkAQPLiaIT8dxS733gDlx55ROLKHNfFzDN4ZcBoAMCq2bORzwnkRESyl5OTg6effhrp6enw9va26b5lPfITGhqK2rVrW22Ljo7GH3/8Uex7xo4di9GjR1ueZ2RkIDw8HDExMTbvPHvQ6/VQHVTBCCO8K4YC/x1Fo+rV0bBLF6lLc1jbN88DAOS7KNDxqaegNxgQHx+PTp06Qc1J5Xaj1+vZz3bGPi4b7Gf7K6qPC87c2IOsw0+rVq1w/Phxq20nTpxARETxazNptVpotdpC29VqtcP80KqVahhNRhg93AAALrm5vPKrFHLPm29weM1Pi1CNBlAoADjWz4QjYz/bH/u4bLCf7e/2PrZnX8t6wvNrr72GHTt2YNKkSTh16hTmzZuHn376CcOGDZO6NLvSKMw3OjS43QxxXOKiVHRnTwMA0gPlP/JHRET2J+vw07RpUyxbtgzz589H3bp18eGHH+Krr75C//79pS7NrtRKc9rVuzP82IK4cAEAkBvsL3ElREQkB7I+7QUA3bp1Q7du3aQuo0ypFebwo3MzjwBxeYvSUSenAACMoSESV0JERHIg+/DjjMZXHY/27dojUOMPfPQN4MHFOEsjItscJt2jqktcCRERyQHDjwyFakNRxa8KJ9bZSJ25a4HERNSuXFnqUoiISAZKFH50Oh127tyJs2fPIicnB4GBgWjUqBGXniB5CgszP4iIiPCA4efff//F119/jf/973/Q6/Xw8fGBm5sbrl+/Dp1OhypVquDFF1/ESy+9BC8vL3vVXO5tuL4BWzdsxRDFQ6i96B+gUiVg/Hipy3JIJmGCEAIqpUrqUoiISCbu+2qvxx57DH379kVkZCTWrl2LzMxMXLt2DRcuXEBOTg5OnjyJd999F+vXr0eNGjUQHx9vz7rLta1pW/HF9i9w4fhu4JdfgOXLpS7JYZ0+tRuft1NjfD9OdiYiIrP7Hvnp2rUr/vjjj2LnoVSpUgVVqlTBoEGDkJCQgOTkZJsV6WwKrvbK1ppvxsdL3Usu4+gBjNkikOJzTepSiIhIJu47/AwdOvS+d1q7du1Cy1LQ/dMozZe452hvDswx/JRYVpL5DuE3KrghWOJaiIhIHkp0k8Pz58/jws0bxwHArl27MGrUKPz00082K8yZFYz8ZGpurjnL8FNihrNJAIDMIC5mSkREZiUKP08//TQ2bNgAALh8+TI6deqEXbt2Ydy4cZg4caJNC3RGBeEn6+Y9DpGVBQghXUEOTFy8CADICwmUuBIiIpKLEoWfI0eOoFmzZgCARYsWoW7duti2bRvmzp2LWbNm2bI+p1Rw2itDbTJvMJmAvDwJK3Jc2uRUAIAIC5W4EiIikosShR+9Xm9ZOX3dunV47LHHAAC1atXiRGcbsJz2UhlvbeSprxLxuJIGAHCpHClpHUREJB8lCj916tTBDz/8gC1btiA+Ph6dO3cGAFy6dAn+/lw8srS6BHTBnuf34O02Y4Hz54EbNwD2a4lUyjRfMedXta7ElRARkVyU6A7Pn376KR5//HF8/vnnGDRoEBo0aAAAWL58ueV0GJWcv8Yf9YPqm28r4Cl1NY4t6N8DwPnziK5XT+pSiIhIJh4o/OTk5MDd3R3t2rXD1atXkZGRAT8/P8vrL774Itzd3W1eJFGJVa5sfhAREd30QOEnICAAjz76KB577DH06NEDwcHWd06JjIy0ZW1O60zOGXy89WPUCKiBp9dcAk6cAEaMADh68UCMJiMEBFyUXL+XiIhueaA5P8eOHUNsbCwWLVqEiIgING/eHB9//DEOHz5sr/qcUmJuIiZsnoDfD/0OLFsG/PwzcOqU1GU5nP3xv+GLtmq8/1JNqUshIiIZeaDwU7lyZYwYMQLr1q1DSkoKRo0ahcOHD6N169aoUqUKRo0ahX/++QdGo/HeO6NiFVzqnmfIAzxvTvrh1V4PzLRrJ8ZsBbpsuyJ1KUREJCMlutoLAHx8fNCvXz8sWLAAV65cwQ8//ACj0YghQ4YgMDAQc+fOtWWdTqXgUneGn9IxnEsCAGQH+d29IRERORWbTIZQq9WIiYlBTEwMpk2bhv3798NgMNhi105JrTSHH51Rx/BTCspL5ntO6UODJK6EiIjkpMThJy8vD4cOHUJqaipMJpNlu0KhQPfu3W1SnLPSKHjayxZcL181f1GxorSFEBGRrJQo/KxevRoDBw7E1atXC72mUCg456eUCkZ+GH5Kx/NqBgBAHVFF4kqIiEhOSjTnZ8SIEejTpw+Sk5NhMpmsHgw+pVcw8qMz8LRXafhfywUAeERWl7gSIiKSkxKN/KSkpGD06NGF7vNDthGmDcPGARvh6+4LaMKBQYMAP07afSB5efDLNgfxoJoPSVwMERHJSYnCT+/evbFx40ZUrVrV1vUQAFeVK1qGtzQvbwEAFSpIW5Aj0miApCTg4kVUiWL4ISKiW0oUfr799lv06dMHW7ZsQb169W79kr5p5MiRNimOqMSUSiAiwvwgIiK6TYnCz/z587F27Vq4urpi48aNUCgUltcUCgXDTynpTXp8s+sb6IUeb/o/BtWvM4CAAGDMGKlLcxh6ox4KhYJLWxARUSElmvA8btw4TJgwAenp6UhKSkJiYqLlcebMGVvX6HRMMOGNdW9g7PqxyD+fBHz5JTBnjtRlOZSdP483L23xTgupSyEiIpkpUfjJz89H3759oVSW+AbRdBcuilujFfmuN08p8mqvB+K54V+M2Qo8lHBD6lKIiEhmSpReBg0ahIULF9q6FrpJpVBZTtfkud4MQgw/D0SVnAIA0IfxikQiIrJWogkRRqMRn332GdasWYP69esXmvA8ZcoUmxTnzFxdXJGVn8XwU0LuKdcAAKpKlSWuhIiI5KZE4efw4cNo1KgRAODIkSNWr90++ZlKzlXliixkIddVZd6Qnw/o9cAdQZOK5n01EwCg4d2diYjoDiUKPxs2bLB1HXQHrYsWAJCrVd3amJ0N+PpKU5AjMRrhl6YDAHhHRUtcDBERyQ1nLMuUq4srACBXabw12sNTX/cnJQUuJsCgACow/BAR0R3uO/y89NJLuHDhwn21XbhwIebOnVviogj4tduv2DR4E+oE1gEOHjTfrTgkROqyHII4fx4AcN1Pi4q+nPNDRETW7vu0V2BgIOrUqYNWrVqhe/fuaNKkCcLCwuDq6oobN24gISEBW7duxYIFCxAWFoaffvrJnnWXe1bLW0T7SFuMg1E0bgwkJSEoPR1w45poRERk7b7Dz4cffojhw4fjl19+wffff4+EhASr1728vNCxY0f89NNP6Ny5s80LJbpvLi5c1oKIiIr1QBOeg4ODMW7cOIwbNw43btzAuXPnkJubi4CAAFStWpVXetnQqlOrcC7zHDpEdUD08m3A8ePAgAFAvXpSlyZ7OoMOKqWKS1sQEVGRSvzbwc/PD35+PKVgLz/s/QGrTq/CjMdmIHruXGDDBqBxY4af+7D93UHYuXUhcnt1xwejl0tdDhERyQyv9pKpgkvd8wx5gKeneSOv9rovlVfvwNv/AhGX86QuhYiIZIjhR6a0KnP40Rl1DD8PyCP1OgBAFc4rvYiIqDCGH5kquM8PR34ekBDwuZYNAHCLrC5xMUREJEcMPzLF8FNCN27ANd8EAPCpwhscEhFRYQw/MmU57WXgaa8HcvEiAOCKOxDsz8vdiYiosAe62svPz6/Iy9l9fHxQo0YNvPHGG+jUqZPNinNm1hOeb15Vx/BzT4azSXABcNELqOgVJnU5REQkQw8Ufr766qsit6elpWHv3r3o1q0blixZgu7du9uiNqf2TL1n0DayLapWqAo09AXi4oDAQKnLkj39uUS4AMgL8Ye/u7/U5RARkQw9UPgZNGjQXV9v2LAhJk+ezPBjA9EB0agfWv/WBq7rdV/cXngZ6NYTDxsMgIJndYmIqDCb/nbo1q0bjh07ZstdEj0YtRqoXBmoUkXqSoiISKZsev9/nU4HjUZjy106rVPXT2Fn8k6EeoYiVl0L+O03wMsLGDVK6tJkLUefA7VSDbVKLXUpREQkUzYd+fn111/RsGFDW+7SaW27sA1D/hqCr3d+DVy4ALz/PvDdd1KXJXt7B3bClLYafPj7i1KXQkREMvVAIz+jR48ucnt6ejr27duHEydOYPPmzTYpzNnxDs8l89D/9qB1NjD9eY5AEhFR0R4o/Ozfv7/I7d7e3ujUqROWLl2KqKgomxTm7HiTwxLIzoZHdj4AwD2qhsTFEBGRXD1Q+NmwYYO96qA7FLmwaXY2YDIBSl7FVKSbNzjM1AABIZzwTERERbPphGeyHVdVESM/QgD//AN07Gh+np8PzJpV/E6qVgU6dDB/bTIBv/xSfNvKlYHOnW89//VXwGgsum1YGNCt263ns2cDOl3RbYOCgJ49bz2fO9cc4ori5wf06XPr+cKFQHp60W29vIB+/W49X7oU2LEDAHDBGwj15g0OiYioaAw/MmV12svdHdBozGFn/vxb4UenA4YOLX4nffveCj9C3L1tt27W4WfYsOIDzaOPWoef0aOB69eLbtu8uXX4GTPGPIG7KHXrWoef8eOB48eLblulinX4+fhjYN8+AMA5H6AB7+5MRETFYPiRqYLTXjqDDlAozFd6rVgBNGp0q5GLC9CjR/E7adLE+vmDtO3eHdDri25bv7718y5dgMzMotvWuGPuTUwMcO1a0W0rV7Z+3qEDUKtW0W3vvOlju3bIDQ3EisQ1+LqFApvceTdsIiIqGsOPTEX5RmHBEwvgrfU2b3j+efPjdm5uwJ9/3t8OVar7bwsAixfff9s5c+6/7a+/3n/bB7m0/8svcT3jIv5a9zZCjTqolKr7fy8RETkVhh+Z8nX1Rd+6faUuw6FU9K6I33v9LnUZREQkc7xsiMqFhCsJEEJIXQYRETkAhh+Z0hv1WJKwBL8f+h1GUzFXXREA4Ke9P6HBDw3wxbYvpC6FiIgcAE97yZTepEefxeYrnx6v9Tg8NB4SVyQ/RpMRb8a/iak7pgIADqUeghACCoVC4sqIiEjOGH5kqmB5C8B8uTvDj7VMXSb6/dEPf5/8GwAwsd1EvNvmXQYfIiK6J4YfmVIpVXBRusBgMpjv9UMWZ9POovv87jicehiuLq6Y3XM2nqzzpNRlERGRg3CoOT+ffPIJFAoFRo0aJXUpZaLgRoc6YzE3G3RCOfoctJrRCodTDyPEMwSbBm9i8CEiogfiMOFn9+7d+PHHH1H/zhvslWMFp7448nOLu9od41qPQ4PgBtj1/C40q9hM6pKIiMjBOET4ycrKQv/+/fHzzz/Dz89P6nLKjNUSF05MCIH0vFtrfL3c9GXsfH4nwn3CJayKiIgclUPM+Rk2bBi6du2Kjh074qOPPrprW51OB91ta1JlZGQAAPR6PfTFLdcgIwU16vV6y8hPdl62Q9RuDyZhwlvr3sLq06uxYcAGBHqYl61QQlniPrm9j8l+2M/2xz4uG+xn+yuqj+3Z3woh8zvDLViwAB9//DF2794NV1dXtGvXDg0bNsRXX31VZPsPPvgAEyZMKLR93rx5cHd3t3O1trU9bTvyRT4aejWEj4uP1OWUOYMwYNq5adh0YxMA4LWI19DWr63EVRERUVnIycnB008/jfT0dHh7e9t037IOP+fPn0eTJk0QHx9vmetzr/BT1MhPeHg4rl69avPOswe9Xo/4+Hh06tQJarVa6nIkk6PPwdPLnsbKUyuhUqjwc7ef8Uy9Z2yyb/Zx2WA/2x/7uGywn+2vqD7OyMhAQECAXcKPrE977d27F6mpqXjooYcs24xGIzZv3oxvv/0WOp0OKpX1ApZarRZarfbOXUGtVjvUD62j1WtLaXlp6L6wO7ae2wpXF1cs7rMY3Wp0s/lxnLmPyxL72f7Yx2WD/Wx/t/exPfta1uGnQ4cOOHz4sNW2IUOGoFatWnj77bcLBZ/yZtfFXbiUeQmNQhohwjdC6nLKxOWsy4j9PRaHUg7BR+uDFU+vwCOVH5G6LCIiKkdkHX68vLxQt25dq20eHh7w9/cvtL08+mDjB1h1ahVm9piJwQ0HS11OmRBCICs/CyGeIVjzzBrUD3aeWxsQEVHZkHX4cXbOeKl7qFco4gfEQwiBqhWqSl0OERGVQw4XfjZu3Ch1CWXGWcLPtvPbcDbtLPrV6wcAqOJXReKKiIioPHO48ONMLMtbGMrv8hbbzm9D7O+xyNXnIswrDG0jeSk7ERHZl0Pc4dlZlfeRn50XdqLz752RlZ+FdpHt0LRiU6lLIiIiJ8DwI2PleW2vPZf2IOb3GGTmZ6JdZDss77cc7mrHugklERE5JoYfGSuvIz/7kveh05xOyNBloHXl1ljRbwWDDxERlRnO+ZGxnrV6ItI3slxd7n0u/Rw6zemEtLw0tAxvib+f/hseGg+pyyIiIifC8CNjzSs1R/NKzaUuw6YqeVfCU3Wewt7kvVjVfxW8tF5Sl0RERE6G4YfKlFKhxLddvkWOPocjPkREJAnO+ZGx5MxkrDuzDnsv7ZW6lFI5fvU4hv5vKPKN+QAAhULB4ENERJLhyI+MrTm9BkP+GoK4anFY2X+l1OWUyMlrJ9F+dnskZyXDW+uNz2M+l7okIiJychz5kTHLTQ6NjnmTw4sZF9Hhtw5IzkpG3aC6ePuRt6UuiYiIiOFHzhz5Pj8Zugx0mdcF5zPOo6Z/TawfuB4B7gFSl0VERMTwI2eOep8fvVGP3ot641DKIQR7BGP1M6sR5BEkdVlEREQAGH5kzVHX9hq2chjiz8TDQ+2Bv5/+G5G+kVKXREREZMHwI2NaF8c87fVU3afg7+aPRX0WoXFYY6nLISIissKrvWTMUU97PRr1KM68egbeWm+pSyEiIiqE4UfGwr3D8UWnL+Dn5id1Kfe0/sx6hHmFITowGgAYfIiISLYYfmQs0CMQr7d8Xeoy7ml/8n70XNgTLkoXbBmyBXWD6kpdEhERUbE454dK5Vz6OXSd1xVZ+Vl4KPQh1PCvIXVJREREd8XwI2MGkwE7LuzAxqSNMAmT1OUUciP3BuLmxlluYrj0yaXQqDRSl0VERHRXPO0lYzqDDi1+bQEAyBqbJav1sPKN+ei1qBcSriSgoldFrHx6JXxcfaQui4iI6J448iNjBZe6A/Jb4uLNtW9iY9JGeGm8sLL/SoT7hEtdEhER0X1h+JExF6ULVAoVAHld7q4z6LAneQ8A4Pdev6N+cH2JKyIiIrp/PO0lc64ursjWZ8sq/GhdtNg4aCPWnl6LrjW6Sl0OERHRA+HIj8zJ6UaHt0+6VqvUDD5EROSQGH5kTi7rewkhMGDZALyx9g3ojXpJayEiIioNnvaSObmM/Hy/+3vMOzwPKoUK/er245pdRETksBh+ZG50i9HI1GWiknclyWrYeWEnXlvzGgDgs06fMfgQEZFDY/iRuVeaviLp8a/mXEWfxX2gN+nxRPQTeO3h1ySth4iIqLQ454eKZTQZ0X9pf5zPOI/qFapjRo8ZUCgUUpdFRERUKhz5kbnEG4m4lnsNET4RCPQILNNjT9w0EWtPr4Wbixv+ePIPrtRORETlAkd+ZG7YymFo+nNT/H3y7zI/dp2gOvDUeOLHbj+iXnC9Mj8+ERGRPXDkR+akvNrryTpPok1EG4R4hpT5sYmIiOyFIz8yV9bhRwiBTF2m5TmDDxERlTcMPzJXsLhpWd3kcPbB2Yj+LhorT64sk+MRERGVNYYfmXNVld3Iz6XMS3htzWu4mHkRR1KP2P14REREUmD4kbmyOu0lhMDLf7+MtLw0NA1ritEtRtv1eERERFJh+JE5y2kvo31Pey04sgDLjy+HWqnGjB4z4KLkXHgiIiqf+BtO5h6NehRqpRotw1va7Rip2akYsWoEAOC9Nu+hblBdux2LiIhIagw/MhdTNQYxVWPseowRq0bgWu41NAhugDGPjLHrsYiIiKTG015OLt+YDxelC1QKFWb0mAG1Si11SURERHbF8CNzGboMHLt6DElpSXbZv0alwdxec/HfK//hodCH7HIMIiIiOWH4kbk/Ev5A9HfRGLZymF2PUzOgpl33T0REJBcMPzJnr0vd/z7xNx5f+DiSM5Ntul8iIiK5Y/iROXuEn7S8NLy44kX8eexPTNs1zWb7JSIicgQMPzJXEH5subzFm2vfxKXMS6hWoRrebfOuzfZLRETkCBh+ZK7gJoe2GvlZf2Y9ftn/CwBgxmMz4K52t8l+iYiIHAXDj8zZ8rSX0WTEqDWjAADDmg5D64jWpd4nERGRo2H4kTlbhp95h+fhSOoR+Lr64sP2H5Z6f0RERI6Id3iWuVDPUIxqPgr+7v6l3tf3e74HAIxpNQZ+bn6l3h8REZEjYviRuVCvUEztPNUm+4ofEI/pu6djWDP73jOIiIhIzhh+nIinxhNvtnpT6jKIiIgkxTk/MmcSJlzIuIBT109BCFGifSRcSYBJmGxcGRERkWNi+JG5XH0uwqeGo/q06sjR5zzw+1OzU9H8l+Zo+nNTpGSl2KFCIiIix8LwI3MF9/kBAJ3xwW90OGnLJGTlZ0EBBQI9Am1ZGhERkUNi+JE5F6ULVAoVgAe/3D0pLQnT90wHAEzuMBlKBb/dRERE/G3oAEp6r5/xG8cj35iPDlEd0KlqJ3uURkRE5HAYfhxAwamvB1nf60jqEcw5OAeAedSHiIiIzBh+HEBJRn7eWf8OBAR61+6NphWb2qs0IiIih8Pw4wAeNPxk52cjOSsZKoUKH7X/yJ6lERERORze5NAB9K/XHzdybyDII+i+2ntoPLDr+V3Yl7wPNQNq2rk6IiIix8Lw4wAmtp/4wO9RKBRoHNbYDtUQERE5Nlmf9po8eTKaNm0KLy8vBAUFoWfPnjh+/LjUZcmW0WTEt7u+RaYuU+pSiIiIZEvW4WfTpk0YNmwYduzYgfj4eOj1esTExCA7O1vq0spUVn4WLmddRnb+3T/3/CPzMWLVCDT5uQmMJmMZVUdERORYZH3aa/Xq1VbPZ82ahaCgIOzduxdt2rSRqKqy9+TiJ7Hq1CrM6jELgxoOKrKNEAKTtkwCAAxpOAQqpaosSyQiInIYsg4/d0pPTwcAVKhQodg2Op0OOt2t++FkZGQAAPR6PfR6vX0LtIGCGm+vVa1UAwCyddnFfobtF7bj6NWjcFe744WGLzjEZ5VKUX1Mtsd+tj/2cdlgP9tfUX1sz/5WiJIuFV7GTCYTHnvsMaSlpWHr1q3Ftvvggw8wYcKEQtvnzZsHd3d3e5ZoN18mfYktaVvwXMXn0D2we5Ftpp2bhvXX16O9X3u8GvFqGVdIRERkWzk5OXj66aeRnp4Ob29vm+7bYcLPyy+/jFWrVmHr1q2oVKlSse2KGvkJDw/H1atXbd559qDX6xEfH49OnTpBrTaP+Dy/4nn8dug3fNz+Y7zZ4s1C78nUZaLyN5WRrc/GP8/8g0cqP1LWZTuUovqYbI/9bH/s47LBfra/ovo4IyMDAQEBdgk/DnHaa/jw4VixYgU2b9581+ADAFqtFlqtttB2tVrtUD+0t9frrjaPWOlN+iI/w7LDy5Ctz0YN/xpoV6UdFApFmdbqqBztZ8JRsZ/tj31cNtjP9nd7H9uzr2UdfoQQGDFiBJYtW4aNGzciKipK6pIkUXCHZ52x6LW9Tt84DZVChecaPcfgQ0REdA+yDj/Dhg3DvHnz8Ndff8HLywuXL18GAPj4+MDNzU3i6spOwcKmxS1vManDJAxvNhxuLs7TJ0RERCUl6/v8TJ8+Henp6WjXrh1CQ0Mtj4ULF0pdWplqEtYEgxsORtOw4hcoDfMKg5+bXxlWRURE5JhkPfLjIHOx7a537d7oXbt3oe35xnxczLiIKD/nPB1IRERUErIe+aG7W3FiBap8UwUDlg2QuhQiIiKHIeuRHzIzmozINeRCCAEvrZdl+y/7fgEAVPK6+xVwREREdAtHfhzAbwd/g9dkLzz1x1OWbRcyLmDN6TUAgGcbPStVaURERA6H4ccBFFzqfvvVXrMOzIJJmNAmog2q+1eXqjQiIiKHw/DjAO4MPyZhwoz9MwAAzzV6TrK6iIiIHBHDjwMouM+PzmC+yeHGpI1ITEuEt9a7yKvAiIiIqHgMPw7gzpGfOYfmAAD61e1nWfqCiIiI7g+v9nIAd4afb+O+RduItmgS1kTKsoiIiBwSw48D0Kqsl7fw0HhgcMPBElZERETkuBh+HECAewB61+6NQPdACCG4eCkREVEpcM6PA4jwjcDiPovxwkMvoN70evhu13dSl0REROSwGH4cyK/7f8V/V/7DprObpC6FiIjIYfG0l4PI1efy3j5ERBJRKBTQ6XQwGo1Sl1JuqNVqqFQqSY7N8OMAsvKz4DXZvKZXgHsAOlbpKHFFRETOQQiBlJQUhIaG4ty5c5xzaWO+vr4ICQkp8+My/DiAgkvdAfO9fVRKaZIyEZGzuXz5MjIyMhASEoIKFSpINlJR3gghkJOTg9TUVABAQEBAmR6f4ccBuChd4KP1QbouHcOaDpO6HCIip2A0GpGWlobAwECo1Wq4ublBqeRUWVtxc3MDAKSmpsLPz69Mj83w4yB2v7AbuYZc1AyoKXUpREROQa/XAwDc3d0tX5NtububVykwGAxlelyGHwfBlduJiKTBeT72U9C3QogyPS7H74iIiJxIu3btMGrUqFLvZ/DgwejZs2ep9yMFjvwQERGVM4MHD8bs2bMLbT958qTNjvH111+X+YiNrTD8EBERlUOdO3fGzJkzrbYFBgaWer9GoxEKhQI+Pj6l3pdUeNqLiIioHNJqtQgJCbF6FHWp/o0bNzBw4ED4+fnB3d0dcXFxViNEs2bNgq+vL5YvX47atWtDq9Xi3LlzhU57LVmyBPXq1YObmxv8/f3RsWNHZGdnl8VHfWAc+SEiInoA2fnF/0JXKVVW92a7W1ulQgk3tds923poPEpQ5f0bPHgwTp48ieXLl8Pb2xtvv/02unTpgoSEBKjVagBATk4OPv30U/zyyy/w9/dHUFCQ1T6Sk5PRr18/fPbZZ3j88ceRmZmJLVu2yPa0GMMPERHRA/Cc7Fnsa12qd8HfT/9teR70RRBy9DlFtm0b0RYbB2+0PI/8OhJXc64WaifGlyxArFixAp6et2qNi4vD4sWLrdoUhJ5///0XLVu2BADMnTsX4eHh+PPPP9GnTx8A5sv+v//+ezRo0KDIYyUnJ8NgMKBXr16IiIgAANSrV69EdZcFhh8iIqJyqH379pg+fbrluYdH4RGko0ePwsXFBc2bN7ds8/f3R82aNXH06FHLNo1Gg/r16xd7rAYNGqBDhw6oV68eYmNjERMTg969e5f5zQvvF8MPERHRA8gam1Xsa3cuP5T6RmqxbZUK62m3Sa8mlaquO3l4eKBatWo22Zebm9td73ekUqkQHx+Pbdu2Ye3atZg2bRrGjRuHnTt3IioqyiY12BInPBMRET0AD41HsY/b5/vcq+3t833u1taeoqOjYTAYsHPnTsu2a9eu4fjx46hdu/YD7UuhUKBVq1aYMGEC9u/fD41Gg2XLltm6ZJvgyA8REZGTql69Onr06IEXXngBP/74I7y8vDBmzBhUrFgRPXr0uO/97Ny5E+vXr0dMTAyCgoKwc+dOXLlyBdHR0XasvuQYfoiIiJzYzJkz8eqrr6Jbt27Iz89HmzZtsHLlSsuVXvfD29sbmzdvxldffYWMjAxERETgyy+/RFxcnB0rLzmGHyIionJm1qxZxb62ceNGq+d+fn747bffim0/ePBgDB48+K7HiI6OxurVqx+wSulwzg8RERE5FYYfIiIicioMP0RERORUGH6IiIjIqTD8EBERkVNh+CEiIiKnwvBDREREToXhh4iIiJwKww8RERE5FYYfIiIicioMP0REROXM4MGDoVAoCj1OnToldWmywLW9iIiIyqHOnTtj5syZVtsCAwMlqkZeOPJDRERUDmm1WoSEhFg9VCoVNm3ahGbNmkGr1SI0NBRjxoyBwWAAAPz222/w9PTEyZMnLft55ZVXUKtWLeTk5AAAjhw5gri4OHh6eiI4OBgDBgzA1atXLe2XLFmCevXqwc3NDf7+/ujYsSOys7PL9sPfA8MPERHRg8jOLv6Rl3f/bXNz76+tDV28eBFdunRB06ZNcfDgQUyfPh2//vorPvroIwDAwIED0aVLF/Tv3x8GgwF///03fvnlF8ydOxfu7u5IS0vDo48+ikaNGmHPnj1YvXo1UlJS8OSTTwIAkpOT0a9fPzz77LM4evQoNm7ciF69ekEIYdPPUVo87UVERPQgPD2Lf61LF+Dvv289DwoCbo6YFNK2LbBx463nkZHAbSMoFiUMDitWrIDnbbXGxcWhRo0aCA8Px7fffguFQoFatWrh0qVLePvtt/H+++9DqVTixx9/RP369TFy5EgsXboUH3zwARo3bgwA+Pbbb9GoUSNMmjTJst8ZM2YgPDwcJ06cQFZWFgwGA3r16oWIiAgAQL169UpUvz0x/BAREZVD7du3x/Tp0y3PPTw8MGzYMLRo0QIKhcKyvVWrVsjKysKFCxdQuXJl+Pn54ddff0VsbCxatmyJMWPGWNoePHgQGzZssApVBU6fPo2YmBh06NAB9erVQ2xsLGJiYtC7d2/4+fnZ98M+IIYfIiKiB5GVVfxrKpX189TU4tsq75h5kpRU4pKK4uHhgWrVqpXovZs3b4ZKpUJycjKys7Ph5eUFAMjKykL37t3x6aefFnpPaGgoVCoV4uPjsW3bNqxduxbTpk3DuHHjsHPnTkRFRZXq89gS5/wQERE9CA+P4h+urvff1s3t/traUHR0NLZv3241B+fff/+Fl5cXKlWqBADYtm0bPv30U/zvf/+Dp6cnhg8fbmn70EMP4b///kNkZCSqVatm9fC4WatCoUCrVq0wYcIE7N+/HxqNBsuWLbPp5ygthh8iIiIn8corr+D8+fMYMWIEjh07hr/++gvjx4/H6NGjoVQqkZmZiQEDBmDkyJGIi4vD3LlzsXDhQixZsgQAMGzYMFy/fh39+vXD7t27cfr0aaxZswZDhgyB0WjEzp07MWnSJOzZswfnzp3D0qVLceXKFURHR0v8ya3xtBcREZGTqFixIlauXIk333wTDRo0QIUKFfDcc8/h3XffBQC8+uqr8PDwsExorlevHiZNmoShQ4eiRYsWqFixIv7991+8/fbbiImJgU6nQ0REBDp37gylUglvb29s3rwZX331FTIyMhAREYEvv/wScXFxUn7sQhh+iIiIyplZs2YV+1rbtm2xa9euIl+bMWNGoW2jR4/G6NGjLc+rV6+OpUuXFvn+6OhorF69+sGKlQBPexEREZFTYfghIiIip8LwQ0RERE6F4YeIiIicCsMPERERORWGHyIioruQ26Kc5UlB396+3EZZYPghIiIqglqtBgDkFLcwKZVaQd+6uJTtnXd4nx8iIqIiqFQq+Pr64sqVK/Dy8oJarYbqzrW7qESEEMjJyUFqaip8fX3LvF8ZfoiIiIoREhICo9GI5ORkZGZmlvnpmfLO19cXISEhMBgMZXpchh8iIqJiKBQKBAcHY9++fXj00UfL/PRMeSblSJpDfBe/++47fP7557h8+TIaNGiAadOmoVmzZlKXRURETkIIAa1Wa5kHRI5N9hOeFy5ciNGjR2P8+PHYt28fGjRogNjYWKSmpkpdGhERETkg2YefKVOm4IUXXsCQIUNQu3Zt/PDDD3B3dy9y8TUiIiKie5F1+MnPz8fevXvRsWNHyzalUomOHTti+/btElZGREREjkrWc36uXr0Ko9GI4OBgq+3BwcE4duxYke/R6XTQ6XSW5+np6QCA69evQ6/X269YG9Hr9cjJycG1a9d4btlO2Mdlg/1sf+zjssF+tr+i+jgzMxOAfW4yKevwUxKTJ0/GhAkTCm2PioqSoBoiIiIqjczMTPj4+Nh0n7IOPwEBAVCpVEhJSbHanpKSgpCQkCLfM3bsWIwePdry3GQy4fr16/D393eI+zNkZGQgPDwc58+fh7e3t9TllEvs47LBfrY/9nHZYD/bX1F9LIRAZmYmwsLCbH48WYcfjUaDxo0bY/369ejZsycAc5hZv349hg8fXuR7tFottFqt1TZfX187V2p73t7e/EtmZ+zjssF+tj/2cdlgP9vfnX1s6xGfArIOPwAwevRoDBo0CE2aNEGzZs3w1VdfITs7G0OGDJG6NCIiInJAsg8/ffv2xZUrV/D+++/j8uXLaNiwIVavXl1oEjQRERHR/ZB9+AGA4cOHF3uaq7zRarUYP358oVN3ZDvs47LBfrY/9nHZYD/bX1n3sULY4xoyIiIiIpmS9U0OiYiIiGyN4YeIiIicCsMPERERORWGHyIiInIqDD8y8t133yEyMhKurq5o3rw5du3aJXVJsrV582Z0794dYWFhUCgU+PPPP61eF0Lg/fffR2hoKNzc3NCxY0ecPHnSqs3169fRv39/eHt7w9fXF8899xyysrKs2hw6dAitW7eGq6srwsPD8dlnn9n7o8nG5MmT0bRpU3h5eSEoKAg9e/bE8ePHrdrk5eVh2LBh8Pf3h6enJ5544olCd2Q/d+4cunbtCnd3dwQFBeHNN9+EwWCwarNx40Y89NBD0Gq1qFatGmbNmmXvjycb06dPR/369S03d2vRogVWrVpleZ19bHuffPIJFAoFRo0aZdnGfi69Dz74AAqFwupRq1Yty+uy6mNBsrBgwQKh0WjEjBkzxH///SdeeOEF4evrK1JSUqQuTZZWrlwpxo0bJ5YuXSoAiGXLllm9/sknnwgfHx/x559/ioMHD4rHHntMREVFidzcXEubzp07iwYNGogdO3aILVu2iGrVqol+/fpZXk9PTxfBwcGif//+4siRI2L+/PnCzc1N/Pjjj2X1MSUVGxsrZs6cKY4cOSIOHDggunTpIipXriyysrIsbV566SURHh4u1q9fL/bs2SMefvhh0bJlS8vrBoNB1K1bV3Ts2FHs379frFy5UgQEBIixY8da2pw5c0a4u7uL0aNHi4SEBDFt2jShUqnE6tWry/TzSmX58uXi77//FidOnBDHjx8X77zzjlCr1eLIkSNCCPaxre3atUtERkaK+vXri1dffdWynf1ceuPHjxd16tQRycnJlseVK1csr8upjxl+ZKJZs2Zi2LBhludGo1GEhYWJyZMnS1iVY7gz/JhMJhESEiI+//xzy7a0tDSh1WrF/PnzhRBCJCQkCABi9+7dljarVq0SCoVCXLx4UQghxPfffy/8/PyETqeztHn77bdFzZo17fyJ5Ck1NVUAEJs2bRJCmPtUrVaLxYsXW9ocPXpUABDbt28XQphDqlKpFJcvX7a0mT59uvD29rb061tvvSXq1Kljday+ffuK2NhYe38k2fLz8xO//PIL+9jGMjMzRfXq1UV8fLxo27atJfywn21j/PjxokGDBkW+Jrc+5mkvGcjPz8fevXvRsWNHyzalUomOHTti+/btElbmmBITE3H58mWr/vTx8UHz5s0t/bl9+3b4+vqiSZMmljYdO3aEUqnEzp07LW3atGkDjUZjaRMbG4vjx4/jxo0bZfRp5CM9PR0AUKFCBQDA3r17odfrrfq5Vq1aqFy5slU/16tXz+qO7LGxscjIyMB///1naXP7PgraOOPPvtFoxIIFC5CdnY0WLVqwj21s2LBh6Nq1a6G+YD/bzsmTJxEWFoYqVaqgf//+OHfuHAD59THDjwxcvXoVRqOx0JIdwcHBuHz5skRVOa6CPrtbf16+fBlBQUFWr7u4uKBChQpWbYrax+3HcBYmkwmjRo1Cq1atULduXQDmPtBoNIUWDr6zn+/Vh8W1ycjIQG5urj0+juwcPnwYnp6e0Gq1eOmll7Bs2TLUrl2bfWxDCxYswL59+zB58uRCr7GfbaN58+aYNWsWVq9ejenTpyMxMRGtW7dGZmam7PrYIZa3ICJpDRs2DEeOHMHWrVulLqVcqlmzJg4cOID09HQsWbIEgwYNwqZNm6Quq9w4f/48Xn31VcTHx8PV1VXqcsqtuLg4y9f169dH8+bNERERgUWLFsHNzU3CygrjyI8MBAQEQKVSFZr1npKSgpCQEImqclwFfXa3/gwJCUFqaqrV6waDAdevX7dqU9Q+bj+GMxg+fDhWrFiBDRs2oFKlSpbtISEhyM/PR1pamlX7O/v5Xn1YXBtvb2/Z/YNpLxqNBtWqVUPjxo0xefJkNGjQAF9//TX72Eb27t2L1NRUPPTQQ3BxcYGLiws2bdqEb775Bi4uLggODmY/24Gvry9q1KiBU6dOye5nmeFHBjQaDRo3boz169dbtplMJqxfvx4tWrSQsDLHFBUVhZCQEKv+zMjIwM6dOy392aJFC6SlpWHv3r2WNv/88w9MJhOaN29uabN582bo9XpLm/j4eNSsWRN+fn5l9GmkI4TA8OHDsWzZMvzzzz+Iioqyer1x48ZQq9VW/Xz8+HGcO3fOqp8PHz5sFTTj4+Ph7e2N2rVrW9rcvo+CNs78s28ymaDT6djHNtKhQwccPnwYBw4csDyaNGmC/v37W75mP9teVlYWTp8+jdDQUPn9LD/Q9GiymwULFgitVitmzZolEhISxIsvvih8fX2tZr3TLZmZmWL//v1i//79AoCYMmWK2L9/vzh79qwQwnypu6+vr/jrr7/EoUOHRI8ePYq81L1Ro0Zi586dYuvWraJ69epWl7qnpaWJ4OBgMWDAAHHkyBGxYMEC4e7u7jSXur/88svCx8dHbNy40erS1ZycHEubl156SVSuXFn8888/Ys+ePaJFixaiRYsWltcLLl2NiYkRBw4cEKtXrxaBgYFFXrr65ptviqNHj4rvvvvOqS4PHjNmjNi0aZNITEwUhw4dEmPGjBEKhUKsXbtWCME+tpfbr/YSgv1sC6+//rrYuHGjSExMFP/++6/o2LGjCAgIEKmpqUIIefUxw4+MTJs2TVSuXFloNBrRrFkzsWPHDqlLkq0NGzYIAIUegwYNEkKYL3d/7733RHBwsNBqtaJDhw7i+PHjVvu4du2a6Nevn/D09BTe3t5iyJAhIjMz06rNwYMHxSOPPCK0Wq2oWLGi+OSTT8rqI0quqP4FIGbOnGlpk5ubK1555RXh5+cn3N3dxeOPPy6Sk5Ot9pOUlCTi4uKEm5ubCAgIEK+//rrQ6/VWbTZs2CAaNmwoNBqNqFKlitUxyrtnn31WRERECI1GIwIDA0WHDh0swUcI9rG93Bl+2M+l17dvXxEaGio0Go2oWLGi6Nu3rzh16pTldTn1sUIIIR5srIiIiIjIcXHODxERETkVhh8iIiJyKgw/RERE5FQYfoiIiMipMPwQERGRU2H4ISIiIqfC8ENEREROheGHiIiInArDDxE5nOPHjyMkJASZmZml2s/DDz+MP/74w0ZVEZGjYPghojJnNBrRsmVL9OrVy2p7eno6wsPDMW7cuLu+f+zYsRgxYgS8vLxKVce7776LMWPGwGQylWo/RORYuLwFEUnixIkTaNiwIX7++Wf0798fADBw4EAcPHgQu3fvhkajKfJ9586dQ7Vq1ZCYmIiKFSuWqgaj0YiKFSvi119/RdeuXUu1LyJyHBz5ISJJ1KhRA5988glGjBiB5ORk/PXXX1iwYAF+++23YoMPACxatAgNGjSwCj6zZs2Cr68vVqxYgZo1a8Ld3R29e/dGTk4OZs+ejcjISPj5+WHkyJEwGo2W96lUKnTp0gULFiyw62clInlxkboAInJeI0aMwLJlyzBgwAAcPnwY77//Pho0aHDX92zZsgVNmjQptD0nJwfffPMNFixYgMzMTPTq1QuPP/44fH19sXLlSpw5cwZPPPEEWrVqhb59+1re16xZM3zyySc2/2xEJF8MP0QkGYVCgenTpyM6Ohr16tXDmDFj7vmes2fPFhl+9Ho9pk+fjqpVqwIAevfujTlz5iAlJQWenp6oXbs22rdvjw0bNliFn7CwMJw/fx4mkwlKJQfDiZwB/6YTkaRmzJgBd3d3JCYm4sKFC/dsn5ubC1dX10Lb3d3dLcEHAIKDgxEZGQlPT0+rbampqVbvc3Nzg8lkgk6nK8WnICJHwvBDRJLZtm0bpk6dihUrVqBZs2Z47rnncK9rMAICAnDjxo1C29VqtdVzhUJR5LY7r+y6fv06PDw84ObmVsJPQUSOhuGHiCSRk5ODwYMH4+WXX0b79u3x66+/YteuXfjhhx/u+r5GjRohISHBZnUcOXIEjRo1stn+iEj+GH6ISBJjx46FEMIy2TgyMhJffPEF3nrrLSQlJRX7vtjYWGzfvt3qqq3S2LJlC2JiYmyyLyJyDAw/RFTmNm3ahO+++w4zZ86Eu7u7ZfvQoUPRsmXLu57+iouLg4uLC9atW1fqOi5evIht27ZhyJAhpd4XETkO3uSQiBzOd999h+XLl2PNmjWl2s/bb7+NGzdu4KeffrJRZUTkCHipOxE5nKFDhyItLQ2ZmZmlWuIiKCgIo0ePtmFlROQIOPJDREREToVzfoiIiMipMPwQERGRU2H4ISIiIqfC8ENEREROheGHiIiInArDDxERETkVhh8iIiJyKgw/RERE5FQYfoiIiMip/B9nTRBeuEnDlQAAAABJRU5ErkJggg==", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "this_case = CASE_DIR / Path('bastankhah/wind_energy_system.yaml')\n", + "floris_1turbine = WCompFloris(this_case)\n", + "foxes_1turbine = WCompFoxes(this_case)\n", + "# pywake_1turbine = WCompPyWake(this_case)\n", + "\n", + "# floris_1turbine = WCompFloris(case_1turbine, \"gauss\", {\"alpha\": 0.58, \"beta\": 0.077, \"ka\": 0.38, \"kb\": 0.004})\n", + "# foxes_1turbine = WCompFoxes(case_1turbine, PorteAgelWake, {\"k\": 0.03})\n", + "# pywake_1turbine = WCompPyWake(case_1turbine, Niayifar_PorteAgel_2016, {\"a\": [0.38, 4e-3]})\n", + "\n", + "ROTOR_D = floris_1turbine.rotor_diameter\n", + "\n", + "# NOTE: Pywake plotting uses plt.gca -> plt.gcf... get current figure meaning it will add onto the current figure\n", + "\n", + "XMIN = -1 * ROTOR_D\n", + "XMAX = 20 * ROTOR_D\n", + "fig, ax = plt.subplots()\n", + "floris_1turbine.streamwise_profile_plot(wind_direction=270, y_coordinate=0.0, xmin=XMIN, xmax=XMAX)\n", + "foxes_1turbine.streamwise_profile_plot(wind_direction=270, y_coordinate=0.0, xmin=XMIN, xmax=XMAX)\n", + "# pywake_1turbine.streamwise_profile_plot(wind_direction=270, y_coordinate=0.0, xmin=XMIN, xmax=XMAX)\n", + "ax.set_title(\"Streamwise velocity profile\")\n", + "ax.set_xlabel(\"X (m)\")\n", + "ax.set_ylabel('U (m/s)')\n", + "ax.set_ybound(lower=0.0)\n", + "ax.legend()\n", + "ax.grid()\n", + "\n", + "\n", + "YMIN = -2 * ROTOR_D\n", + "YMAX = 2 * ROTOR_D\n", + "\n", + "fig, ax = plt.subplots(3, 1)\n", + "fig.suptitle(\"Cross section velocity profile\")\n", + "\n", + "X_D = [1, 5, 10]\n", + "for i, D_X in enumerate(X_D):\n", + " plt.axes(ax[i])\n", + " floris_1turbine.xsection_profile_plot(wind_direction=270, x_coordinate=D_X * ROTOR_D, ymin=YMIN, ymax=YMAX)\n", + " foxes_1turbine.xsection_profile_plot(wind_direction=270, x_coordinate=D_X * ROTOR_D, ymin=YMIN, ymax=YMAX)\n", + " # pywake_1turbine.xsection_profile_plot(wind_direction=270, x_coordinate=D_X * ROTOR_D, ymin=YMIN, ymax=YMAX)\n", + " ax[i].set_title(f\"{D_X} D\")\n", + " ax[i].set_ylabel(\"U (m/s)\")\n", + " ax[i].set_ybound(lower=0.0, upper=12.0)\n", + " ax[i].grid()\n", + " if i < len(X_D) - 1:\n", + " ax[i].xaxis.set_ticklabels([])\n", + " else:\n", + " ax[i].set_xlabel(\"Y (m)\")\n", + " ax[i].legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## TurbOPark\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Turbine 0, T0: windio_turbine\n" + ] + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "this_case = CASE_DIR / Path('turbopark/wind_energy_system.yaml')\n", + "# floris_1turbine = WCompFloris(this_case)\n", + "foxes_1turbine = WCompFoxes(this_case)\n", + "pywake_1turbine = WCompPyWake(this_case)\n", + "\n", + "ROTOR_D = floris_1turbine.rotor_diameter\n", + "\n", + "# NOTE: Pywake plotting uses plt.gca -> plt.gcf... get current figure meaning it will add onto the current figure\n", + "\n", + "XMIN = -1 * ROTOR_D\n", + "XMAX = 20 * ROTOR_D\n", + "fig, ax = plt.subplots()\n", + "# floris_1turbine.streamwise_profile_plot(wind_direction=270, y_coordinate=0.0, xmin=XMIN, xmax=XMAX)\n", + "foxes_1turbine.streamwise_profile_plot(wind_direction=270, y_coordinate=0.0, xmin=XMIN, xmax=XMAX)\n", + "pywake_1turbine.streamwise_profile_plot(wind_direction=270, y_coordinate=0.0, xmin=XMIN, xmax=XMAX)\n", + "ax.set_title(\"Streamwise velocity profile\")\n", + "ax.set_xlabel(\"X (m)\")\n", + "ax.set_ylabel('U (m/s)')\n", + "ax.set_ybound(lower=0.0)\n", + "ax.legend()\n", + "ax.grid()\n", + "\n", + "\n", + "YMIN = -2 * ROTOR_D\n", + "YMAX = 2 * ROTOR_D\n", + "\n", + "fig, ax = plt.subplots(3, 1)\n", + "fig.suptitle(\"Cross section velocity profile\")\n", + "\n", + "X_D = [1, 5, 10]\n", + "for i, D_X in enumerate(X_D):\n", + " plt.axes(ax[i])\n", + " # floris_1turbine.xsection_profile_plot(wind_direction=270, x_coordinate=D_X * ROTOR_D, ymin=YMIN, ymax=YMAX)\n", + " foxes_1turbine.xsection_profile_plot(wind_direction=270, x_coordinate=D_X * ROTOR_D, ymin=YMIN, ymax=YMAX)\n", + " pywake_1turbine.xsection_profile_plot(wind_direction=270, x_coordinate=D_X * ROTOR_D, ymin=YMIN, ymax=YMAX)\n", + " ax[i].set_title(f\"{D_X} D\")\n", + " ax[i].set_ylabel(\"U (m/s)\")\n", + " ax[i].set_ybound(lower=0.0, upper=12.0)\n", + " ax[i].grid()\n", + " if i < len(X_D) - 1:\n", + " ax[i].xaxis.set_ticklabels([])\n", + " else:\n", + " ax[i].set_xlabel(\"Y (m)\")\n", + " ax[i].legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Wake deflection models\n", + "\n", + "Here we yaw the turbines 12 degrees to activate the wake deflection models." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Jimenez\n", + "\n", + "Using the Jensen velocity deficit model, we compare the Jimenez deflection models\n", + "\n", + "Paper:\n", + "Application of a LES technique to characterize the wake deflection of a wind turbine in yaw\n", + "https://onlinelibrary.wiley.com/doi/10.1002/we.380\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Turbine 0, T0: windio_turbine\n" + ] + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "this_case = CASE_DIR / Path('jimenez/wind_energy_system.yaml')\n", + "floris_1turbine = WCompFloris(this_case)\n", + "foxes_1turbine = WCompFoxes(this_case)\n", + "pywake_1turbine = WCompPyWake(this_case)\n", + "\n", + "ROTOR_D = floris_1turbine.rotor_diameter\n", + "\n", + "# NOTE: Pywake plotting uses plt.gca -> plt.gcf... get current figure meaning it will add onto the current figure\n", + "\n", + "XMIN = -1 * ROTOR_D\n", + "XMAX = 20 * ROTOR_D\n", + "fig, ax = plt.subplots()\n", + "floris_1turbine.streamwise_profile_plot(wind_direction=270, y_coordinate=0.0, xmin=XMIN, xmax=XMAX)\n", + "foxes_1turbine.streamwise_profile_plot(wind_direction=270, y_coordinate=0.0, xmin=XMIN, xmax=XMAX)\n", + "pywake_1turbine.streamwise_profile_plot(wind_direction=270, y_coordinate=0.0, xmin=XMIN, xmax=XMAX)\n", + "ax.set_title(\"Streamwise velocity profile\")\n", + "ax.set_xlabel(\"X (m)\")\n", + "ax.set_ylabel('U (m/s)')\n", + "ax.set_ybound(lower=0.0)\n", + "ax.legend()\n", + "ax.grid()\n", + "\n", + "\n", + "YMIN = -2 * ROTOR_D\n", + "YMAX = 2 * ROTOR_D\n", + "\n", + "fig, ax = plt.subplots(3, 1)\n", + "fig.suptitle(\"Cross section velocity profile\")\n", + "\n", + "X_D = [1, 5, 10]\n", + "for i, D_X in enumerate(X_D):\n", + " plt.axes(ax[i])\n", + " floris_1turbine.xsection_profile_plot(wind_direction=270, x_coordinate=D_X * ROTOR_D, ymin=YMIN, ymax=YMAX)\n", + " foxes_1turbine.xsection_profile_plot(wind_direction=270, x_coordinate=D_X * ROTOR_D, ymin=YMIN, ymax=YMAX)\n", + " pywake_1turbine.xsection_profile_plot(wind_direction=270, x_coordinate=D_X * ROTOR_D, ymin=YMIN, ymax=YMAX)\n", + " ax[i].set_title(f\"{D_X} D\")\n", + " ax[i].set_ylabel(\"U (m/s)\")\n", + " ax[i].set_ybound(lower=0.0, upper=12.0)\n", + " ax[i].grid()\n", + " if i < len(X_D) - 1:\n", + " ax[i].xaxis.set_ticklabels([])\n", + " else:\n", + " ax[i].set_xlabel(\"Y (m)\")\n", + " ax[i].legend()\n", + "\n", + "\n", + "fig, ax = plt.subplots(3, 1)\n", + "fig.suptitle(\"Horizontal streamwise velocity contour\")\n", + "\n", + "plt.axes(ax[0])\n", + "ax[0].xaxis.set_ticklabels([])\n", + "floris_plane = floris_1turbine.horizontal_contour(wind_direction=270, resolution=(500, 500))\n", + "\n", + "# plt.axes(ax[1])\n", + "# ax[1].xaxis.set_ticklabels([])\n", + "# pywake_plane = pywake_1turbine.horizontal_contour(wind_direction=270, resolution=(500, 500))\n", + "\n", + "# plt.axes(ax[2])\n", + "# diff = floris_plane - pywake_plane\n", + "# abs_diff = np.abs(diff.values)\n", + "# min_speed = -1 * np.max(abs_diff)\n", + "# max_speed = np.max(abs_diff)\n", + "# plot_plane(\n", + "# diff,\n", + "# ax=ax[2],\n", + "# min_speed=min_speed,\n", + "# max_speed=max_speed,\n", + "# cmap='PuOr',\n", + "# clevels=100,\n", + "# color_bar=True,\n", + "# title=\"Middle - Top\"\n", + "# )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Gaussian: Bastankhah / Porte-Agel\n", + "\n", + "For the deflection model, we compare Bastankah / Porte-Agel 2015\n", + "https://www.cambridge.org/core/journals/journal-of-fluid-mechanics/article/experimental-and-theoretical-study-of-wind-turbine-wakes-in-yawed-conditions/400859134E38F340C8811FD7AAD0CE05\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Turbine 0, T0: windio_turbine\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "this_case = CASE_DIR / Path('bastankhah_deflection/wind_energy_system.yaml')\n", + "floris_1turbine = WCompFloris(this_case)\n", + "foxes_1turbine = WCompFoxes(this_case)\n", + "# pywake_1turbine = WCompPyWake(this_case)\n", + "\n", + "ROTOR_D = floris_1turbine.rotor_diameter\n", + "\n", + "# from foxes.models.wake_models.wind.porte_agel import PorteAgelWake\n", + "# from py_wake.literature.gaussian_models import Niayifar_PorteAgel_2016\n", + "\n", + "# pywake_1turbine = WCompPyWake(\n", + "# case_1turbine,\n", + "# Niayifar_PorteAgel_2016, {\"a\": [0.38, 4e-3]},\n", + "# Niayifar_PorteAgel_2016, {\"a\": [0.38, 4e-3]},\n", + "# yaw_angles=[10.0]\n", + "# )\n", + "\n", + "ROTOR_D = floris_1turbine.rotor_diameter\n", + "\n", + "# NOTE: Pywake plotting uses plt.gca -> plt.gcf... get current figure meaning it will add onto the current figure\n", + "\n", + "XMIN = -1 * ROTOR_D\n", + "XMAX = 20 * ROTOR_D\n", + "fig, ax = plt.subplots()\n", + "floris_1turbine.streamwise_profile_plot(wind_direction=270, y_coordinate=0.0, xmin=XMIN, xmax=XMAX)\n", + "foxes_1turbine.streamwise_profile_plot(wind_direction=270, y_coordinate=0.0, xmin=XMIN, xmax=XMAX)\n", + "# pywake_1turbine.streamwise_profile_plot(wind_direction=270, y_coordinate=0.0, xmin=XMIN, xmax=XMAX)\n", + "ax.set_title(\"Streamwise velocity profile\")\n", + "ax.set_xlabel(\"X (m)\")\n", + "ax.set_ylabel('U (m/s)')\n", + "ax.set_ybound(lower=0.0)\n", + "ax.legend()\n", + "ax.grid()\n", + "\n", + "\n", + "YMIN = -2 * ROTOR_D\n", + "YMAX = 2 * ROTOR_D\n", + "\n", + "fig, ax = plt.subplots(3, 1)\n", + "fig.suptitle(\"Cross section velocity profile\")\n", + "\n", + "X_D = [1, 5, 10]\n", + "for i, D_X in enumerate(X_D):\n", + " plt.axes(ax[i])\n", + " floris_1turbine.xsection_profile_plot(wind_direction=270, x_coordinate=D_X * ROTOR_D, ymin=YMIN, ymax=YMAX)\n", + " foxes_1turbine.xsection_profile_plot(wind_direction=270, x_coordinate=D_X * ROTOR_D, ymin=YMIN, ymax=YMAX)\n", + " # pywake_1turbine.xsection_profile_plot(wind_direction=270, x_coordinate=D_X * ROTOR_D, ymin=YMIN, ymax=YMAX)\n", + " ax[i].set_title(f\"{D_X} D\")\n", + " ax[i].set_ylabel(\"U (m/s)\")\n", + " ax[i].set_ybound(lower=0.0, upper=12.0)\n", + " ax[i].grid()\n", + " if i < len(X_D) - 1:\n", + " ax[i].xaxis.set_ticklabels([])\n", + " else:\n", + " ax[i].set_xlabel(\"Y (m)\")\n", + " ax[i].legend()\n", + "\n", + "\n", + "fig, ax = plt.subplots(3, 1)\n", + "fig.suptitle(\"Horizontal streamwise velocity contour\")\n", + "\n", + "plt.axes(ax[0])\n", + "ax[0].xaxis.set_ticklabels([])\n", + "floris_plane = floris_1turbine.horizontal_contour(wind_direction=270, resolution=(500, 500))\n", + "\n", + "plt.axes(ax[1])\n", + "ax[1].xaxis.set_ticklabels([])\n", + "foxes_plane = foxes_1turbine.horizontal_contour(wind_direction=270, resolution=(500, 500))\n", + "\n", + "plt.axes(ax[2])\n", + "diff = floris_plane - foxes_plane\n", + "abs_diff = np.abs(diff.values)\n", + "min_speed = -1 * np.max(abs_diff)\n", + "max_speed = np.max(abs_diff)\n", + "plot_plane(\n", + " diff,\n", + " ax=ax[2],\n", + " min_speed=min_speed,\n", + " max_speed=max_speed,\n", + " cmap='PuOr',\n", + " clevels=100,\n", + " color_bar=True,\n", + " title=\"Middle - Top\"\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "torque", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.1" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}