{ "cells": [ { "cell_type": "markdown", "id": "dd7d0e2e", "metadata": {}, "source": [ "# Turbulence Models" ] }, { "cell_type": "markdown", "id": "3d08098e", "metadata": {}, "source": [ "The turbulence models in PyWake are used to calculate the added turbulence in the wake from one wind turbine to downstream turbines or sites in the wind farm. These are important when the flow properties behind the rotor must be accurately represented, for example for calculation of fatigue loading of turbine components." ] }, { "cell_type": "markdown", "id": "81421f9b", "metadata": {}, "source": [ "**Install PyWake if needed**" ] }, { "cell_type": "code", "execution_count": 1, "id": "605d2d0e", "metadata": {}, "outputs": [], "source": [ "# Install PyWake if needed\n", "try:\n", " import py_wake\n", "except ModuleNotFoundError:\n", " !pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/PyWake.git" ] }, { "cell_type": "markdown", "id": "9e60c386", "metadata": {}, "source": [ "First we create a simple function to plot the different turbulence models available in PyWake." ] }, { "cell_type": "code", "execution_count": 2, "id": "15b0cd44", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "from py_wake.examples.data.hornsrev1 import V80, Hornsrev1Site\n", "\n", "site = Hornsrev1Site()\n", "windTurbines = V80()\n", "wt_x, wt_y = site.initial_position.T\n", "D = windTurbines.diameter()" ] }, { "cell_type": "code", "execution_count": 3, "id": "08586b99", "metadata": {}, "outputs": [], "source": [ "from py_wake.wind_farm_models import All2AllIterative\n", "from py_wake.deficit_models.deficit_model import WakeDeficitModel, BlockageDeficitModel\n", "from py_wake.deficit_models.no_wake import NoWakeDeficit\n", "from py_wake.site._site import UniformSite\n", "from py_wake.flow_map import XYGrid\n", "from py_wake.turbulence_models import CrespoHernandez\n", "from py_wake.utils.plotting import setup_plot\n", "from py_wake.deficit_models import NOJDeficit\n", "\n", "def get_flow_map(model=None, grid=XYGrid(x=np.linspace(-200, 500, 200), y=np.linspace(-200, 200, 200), h=70),\n", " turbulenceModel=CrespoHernandez()):\n", " blockage_deficitModel = [None, model][isinstance(model, BlockageDeficitModel)]\n", " wake_deficitModel = [NoWakeDeficit(), model][isinstance(model, WakeDeficitModel)]\n", " wfm = All2AllIterative(UniformSite(), V80(), wake_deficitModel=wake_deficitModel, blockage_deficitModel=blockage_deficitModel,\n", " turbulenceModel=turbulenceModel)\n", " return wfm(x=[0], y=[0], wd=270, ws=10, yaw=0).flow_map(grid)\n", "\n", "def plot_turb_map(model, cmap='Blues'):\n", " fm = get_flow_map(NOJDeficit(),turbulenceModel=model)\n", " fm.plot(fm.TI_eff, clabel=\"Added turbulence intensity [-]\", levels=100, cmap=cmap, normalize_with=D)\n", " setup_plot(grid=False, ylabel=\"Crosswind distance [y/D]\", xlabel=\"Downwind distance [x/D]\",\n", " xlim=[fm.x.min() / D, fm.x.max() / D], ylim=[fm.y.min() / D, fm.y.max() / D], axis='auto')" ] }, { "cell_type": "markdown", "id": "9ffcbab6", "metadata": {}, "source": [ "### STF2005TurbulenceModel\n", "\n", "Steen Frandsen model implemented according to IEC61400-1, 2005 and weight according to Steen Frandsen's [thesis](https://orbit.dtu.dk/en/publications/turbulence-and-turbulence-generated-structural-loading-in-wind-tu)." ] }, { "cell_type": "code", "execution_count": 4, "id": "c64116b1", "metadata": {}, "outputs": [ { "data": { "image/png": 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YmBhMmDDBrs9mDwo5hBBCSAszadIkVFRUICMjA6WlpejTpw9ycnLEgcMXLlwAqxecrl+/jlmzZqG0tBRhYWHo168ffv31VyQkJIjHPPfcc6itrcXjjz+OyspKDB48GDk5OUaTBjYnRhAEwWXv3swUCgVCQ0NReqXKYGAWIYQQ0phCoUBUeCiqqpxzzdBdk4If2ATGJ8CutgR1Pao/+afT+uqpaEwOIYQQQrwS3a4ihBBCXIiVMWBkdo7J4RkH9ca7UCWHEEIIIV6JQg4hhBBCvBKFHEIIIYR4JRqTQwghhLgQy7L2j8nhqGZhCv1UCCGEEOKVKOQQQgghxCtRyCGEEEKIV6IxOYQQQogLsTIZWJnMrjZ4O8/3VlTJIYQQQohXopBDCCGEEK9EIYcQQgghXonG5BBCCCEuxLAMGNa+tafsPd9bUSWHEEIIIV6JQg4hhBBCvBKFHEIIIYR4JRqTQwghhLiQzAHz5DA0T45JVMkhhBBCiFeikEMIIYQQr0QhhxBCCCFeicbkEEIIIS7EyliwMjtrDvae76Xop0IIIYQQr0QhhxBCCCFeiW5XEUIIIcQljh49KvmchIQEyOXWxRcKOYQQQogLteQxOX369AHDMBAEwarjWZbFX3/9hfj4eKuOp5BDCCGEEJc5cOAA2rVr1+RxgiDgtttuk9Q2hRxCCCGEuMSwYcPQpUsXtG7d2qrjhw4dioCAAKvbp5BDCCGEEJf46aefJB3/zTffSDreM2/iEUIIIV6CZViwrJ0bI/1yvn79esTFxcHf3x/Jyck4ePCgVeft3LkTDMNgwoQJBvunT58OhmEMttGjR0vuFwD88ssvUCqVNp2rj0IOIYQQ0sLs2rUL6enpyMzMREFBARITE5Gamory8nKL5507dw4LFy7EkCFDTL4+evRolJSUiNtHH31kU//GjBmDS5cu2XSuPgo5hBBCSAuzdu1azJo1C2lpaUhISMDGjRsRGBiIrVu3mj2H4zhMmTIFy5YtM/t0k5+fH6KiosQtLCzMpv5Z+7RVUyjkEEIIIV5CoVAYbKZu+ahUKhw6dAgpKSniPpZlkZKSgn379plte/ny5YiIiMDMmTPNHpOXl4eIiAh0794ds2fPxtWrV+37QHaikEMIIYS4kG6eHHs3AIiNjUVoaKi4ZWVlGb3flStXwHEcIiMjDfZHRkaitLTUZB/37t2Ld999F1u2bDH7OUaPHo333nsPubm5WLVqFfLz8zFmzBhwHCf5Z7Jp0yaj/tmCnq4ihBBCvERxcTFCQkLE7/38/Oxus7q6Go8++ii2bNmC8PBws8c99NBD4te9evVC79690blzZ+Tl5WHkyJGS3vPhhx+2ub/6qJJDCCGEeImQkBCDzVTICQ8Ph0wmQ1lZmcH+srIyREVFGR1/9uxZnDt3DmPHjoVcLodcLsd7772HL774AnK5HGfPnjXZl/j4eISHh6OwsNBsf++//34oFAqrP9+UKVOaHBytj0IOIYQQ0oL4+vqiX79+yM3NFffxPI/c3FwMGDDA6PgePXrg2LFjOHLkiLiNGzcOI0aMwJEjRxAbG2vyfS5evIirV68iOjrabF92796NiooKo7FEpraqqip8+eWXqKmpsfqz0u0qQgghxIVkMsbutasYGSPp+PT0dEybNg1JSUno378/srOzUVtbi7S0NADA1KlT0b59e2RlZcHf399oOQXdDMW6/TU1NVi2bBkeeOABREVF4ezZs3juuefQpUsXpKammu2HIAjo1q2bpL5LQSGHEEIIaWEmTZqEiooKZGRkoLS0FH369EFOTo442PfChQtgWeuDl0wmw9GjR7Fjxw5UVlYiJiYGo0aNwooVKyyOC5I64zEAtG/f3upjGcFRD6N7AIVCgdDQUJReqTIYmEUIIYQ0plAoEBUeiqoq51wzdNek+Kf+C9avlV1t8cpa/P3W/zmtr56KKjmEEEKIC7EyBjKJt5uM2Hu+l6KBx4QQQgjxSlZVctq0aSOpUYZhUFBQgI4dO9rUKUIIIYQQe1kVciorK5GdnY3Q0NAmjxUEAU8++aRNMxwSQgghhDiK1WNyHnroIURERFh17FNPPWVzhwghhJCWREZjcgAAmZmZmDFjhkPvAlk1JofneasDDqCdAtrcCqWEEEIIIY3t3r0bnTt3xsiRI/Hhhx+aXFxUKhp4TAghhBCXO3LkCH777TfceuutePrppxEVFYXZs2fjt99+s7lNySHnxx9/xNy5c3Hvvfdi7NixmDdvHvbs2WNzBwghhBB3oOF5o400r759++LNN9/E5cuX8e677+LixYsYNGgQevfujTfeeANVVVWS2pMUcp544gmkpKTgo48+wtWrV1FRUYF///vfGDFiRLOMw9mzZw/Gjh2LmJgYMAyDzz//3OnvSQghxLvxggCVhoeGE4y25iCTsQ7ZvIkgCFCr1VCpVBAEAWFhYXj77bcRGxuLXbt2Wd2O1T+Vzz77DNu2bcPWrVtx5coV7Nu3D/v370dFRQW2bNmCzZs344svvrDpw1irtrYWiYmJWL9+vVPfhxBCiGfjBcFkZcbkxgngW87k/27t0KFDmDt3LqKjo/HMM8+gb9++OHnyJPLz83HmzBm88sormDdvntXtWf101bZt25Ceno7p06cb7GdZFjNmzMDp06fx7rvvYty4cVa/uVRjxozBmDFjnNY+IYQQz8cLAgUXD9SrVy+cOnUKo0aNwrvvvouxY8dCJpMZHDN58mQ8/fTTVrdpdcgpKCjASy+9ZPb1+++/Hw888IDVb9wclEqlwehshULhwt4QQgiRShdYbDmPeJaJEydixowZFhfgDA8PBy9hrJTVt6uuXLmCDh06mH29Q4cOuHr1qtVv3ByysrIQGhoqbrGxsa7uEiGEtHi8IFi9qTS8pON1myeRsQ4YkyNhxXB3pRt701h9fT2WL19uU5tW/1RUKhV8fHzMvi6Xy6FSqWzqhLMsXrwYVVVV4lZcXOzqLhFCSIumq8yYG+irv6k0PDheMLsR77Js2TLU1NQY7a+rq8OyZctsalPSKuRLlixBYGCgydfq6ups6oAz+fn5wc/Pz9XdIIQQryS1YqILOLqAwsG+oOKooCNjPX+2YG8gCAIYxvj/xR9//CF5DU0dq0PO0KFDcfr06SaPIYQQ4v10TyVJ4a7VF3P94t20v94mLCwMDMOAYRh069bNIOhwHIeamho88cQTNrVtdcjJy8uz6Q0cqaamBoWFheL3RUVFOHLkCNq0aYNbbrnFhT0jhBDPJ2XyO6WaJspzlJa+dlV2djYEQcCMGTOwbNkyg8XAfX19ERcXhwEDBtjUtqRKzvjx4zFu3Dh07drVpjez1++//44RI0aI36enpwMApk2bhu3bt7ukT4QQ4g00PE/BhbjEtGnTAACdOnXCwIEDLY7/lcrqkDNz5kx88cUXWLp0KTp06IBx48Zh3LhxGDhwoMl7aM4wfPhwCB42ap4QQlzF2soMzwNqjkdTv16b6Vc9aUEUCgVCQkIAaJd0qK+vR319vcljdcdJYXXImTZtGqZNmwalUonc3Fzs3r0bDz74IDiOwz333INx48YhNTUVAQEBkjtBCCHEsVQaHiqNYyszjvg3JgUloi8sLAwlJSWIiIhA69atTRZNdAOSOY6T3L6kp6sA7RNLd999N+6++25s2rQJBw4cwBdffIElS5bg4Ycfxp133onFixdj0KBBkjtDCCHEmC1hxdEBx1FsDUreHI5YlgFr5xNegoc+Ifbjjz+KT0799NNPDm9fcshpLDk5GcnJyXjllVdw9uxZfPHFFygpKXFE3wghpMVrUHPNtlCkO5Majrw5FHmTYcOGmfzaUSRPkTht2jTs2bPH5GudO3fGM888g//7v/+zu2OEEOKtGtSc1ZuGE8AJ5jdimiBYtxH3kZOTg71794rfr1+/Hn369MHDDz+M69ev29Sm5JBTVVWFlJQUdO3aFa+++iouXbpk0xsTQoi3kLLcQIOag1LDW701FWQsBSBrtpaOQpD7ePbZZ8U1Jo8dO4b09HTcfffdKCoqEp+mlkry7arPP/8cFRUVeP/997Fjxw5kZmYiJSUFM2fOxPjx4x366BchhLg7XhBQr7J+QKTGzSaYsyXoyOhekEOxN9afsodg5/nuoKioCAkJCQCATz75BGPHjsWrr76KgoIC3H333Ta1adNPpV27dkhPT8cff/yBAwcOoEuXLnj00UcRExODZ555BmfOnLGpM4QQ4kq8IGhn8m1i06/M1Ks48Ukm/U3DCyY3b0DVIuIMvr6+4hJR//vf/zBq1CgAQJs2bcQKj1R2DTwuKSnBDz/8gB9++AEymQx33303jh07hoSEBKxevRrPPPOMPc0TQkiz0fA8GlTSn0hSc6bPsXdJAHuftnEn1gYdqhC1bIMHD0Z6ejoGDRqEgwcPYteuXQCAv/76Cx06dLCpTcmVHLVajU8++QT33nsvOnbsiI8//hjz58/H5cuXsWPHDvzvf//Df/7zH5uXRSeEEEexpiqj2xpUPNSc9M1ZeF6QvHk6qgq1bG+//Tbkcjn++9//YsOGDWjfvj0A4Ntvv8Xo0aNtalNyJSc6Oho8z2Py5Mk4ePAg+vTpY3TMiBEj0Lp1a5s6RAghjqDhedQqrR8rw/OC2VW1WQ+pMEgJOp5aKWoq6HhiNcgRa1cJHrx2lc4tt9yCr776ymj/unXrbG5TciVn3bp1uHz5svholymtW7dGUVGRzZ0ihBBTTI19MbdV12ug4XirN3MBB5D29JT+5s68tTpEVSDrrV+/HnFxcfD390dycjIOHjxo1Xk7d+4EwzCYMGGCwX5BEJCRkYHo6GgEBAQgJSVF8hhdnufx119/Ye/evdizZ4/BZgvJlZxHH33UpjcihBB7qDQ8apUatw8P+qT21R0rRtYEHU+pClkKOp5YAbLHrl27kJ6ejo0bNyI5ORnZ2dlITU3F6dOnERERYfa8c+fOYeHChRgyZIjRa6tXr8abb76JHTt2oFOnTliyZAlSU1Nx4sQJ+Pv7N9mn/fv34+GHH8b58+eN1qm0dVkHqyo5999/v6SRzVOmTEF5ebnkzhBCWpYGNYdapcaqrbpBDQ0vgBfgtM3VPLVK5A3VIG+p/igUCoNNqVSaPG7t2rWYNWsW0tLSkJCQgI0bNyIwMBBbt2412zbHcZgyZQqWLVuG+Ph4g9cEQUB2djZeeukljB8/Hr1798Z7772Hy5cv4/PPP7eq70888QSSkpLw559/4tq1a7h+/bq4Xbt2zeqfgT6rQs7u3btRUVFh9MMztVVVVeHLL79ETU2NTR0ihLQMDWoO1Q0a1JjY6lSc0dYc10pPCkWeFIS8IQQ5k+zGPDn2bgAQGxuL0NBQccvKyjJ6P5VKhUOHDiElJUXcx7IsUlJSsG/fPrP9XL58OSIiIjBz5kyj14qKilBaWmrQZmhoKJKTky22qe/MmTN49dVX0bNnT7Ru3drgc4SGhlrVRmNW3a4SBAHdunWz6Q0IIS1HrVJj9SyxtUqN2dc85fFrKd10xR2dpoKOu9weM/f/21Nug7mT4uJihISEiN/7+fkZHXPlyhVwHIfIyEiD/ZGRkTh16pTJdvfu3Yt3330XR44cMfl6aWmp2EbjNnWvNSU5ORmFhYXo0qWLVcdbw6qQY8vKoLpHvwgh3qGpC2a9ikNNg8aqEr+zxz9IDUnNcTG1pkvNfU139xBk6f8jBSDTQkJCDEKOI1RXV+PRRx/Fli1bEB4e7tC29T311FNYsGABSktL0atXL6MVFHr37i25TatCjjNWBiWEeI6aBk2Tc8LUq60fFGjrWAdnhSNrQ5GzL6xNdcOdQpC7BiAKP00LDw+HTCZDWVmZwf6ysjJERUUZHX/27FmcO3cOY8eOFffxvPb3gVwux+nTp8XzysrKEB0dbdCmuSexG3vggQcAADNmzBD3MQwDQRBsHnhs14zHhBDPp+Eth5daJYfqevO3lprCOnBJHanhyNGhyNVPGrlTCHLXOYVM/T9y9+DDsozdfZRyvq+vL/r164fc3FzxMXCe55Gbm4u5c+caHd+jRw8cO3bMYN9LL72E6upqvPHGG4iNjYWPjw+ioqKQm5srhhqFQoEDBw5g9uzZVvXLGVPPUMghpAW7XqsyWk+p8e/KehuWOtDXRIYyyVHByBXLCTQVhFwVgprrOu+O4YeqPsbS09Mxbdo0JCUloX///sjOzkZtbS3S0tIAAFOnTkX79u2RlZUFf39/3HbbbQbn6yb81d8/f/58vPzyy+jatav4CHlMTIzRfDrmdOzY0SGfTR+FHEK8EC8I0HCWL7a1Su2TTM7C2HFRkxKMHBGImnMWXVeFIHNvS+HHUEsJPpMmTUJFRQUyMjJQWlqKPn36ICcnRxw4fOHCBbAS/3I999xzqK2txeOPP47KykoMHjwYOTk5Vs2Ro/P+++9j48aNKCoqwr59+9CxY0dkZ2ejU6dOGD9+vKT+AAAjNJ5xx4spFAqEhoai9EqVwwdmEeIueEHA9VoVlBrLSYHjrJsHpLkmSbMnFDXFkbfMTGmun1FzXoBdea139S0vnWqFAj06tkNVlXOuGbpr0uCV30Pu38qutjQNtdi7aJTT+tocNmzYgIyMDMyfPx+vvPIK/vzzT8THx2P79u3YsWOHTQ9B2VTJ0Wg0yMvLw9mzZ/Hwww8jODgYly9fRkhICIKCgmxpkhAigYbnoVSbDjF1Ku0Ee42rIbZe6G0ZJGzLRd+af2/ZGoSaqgzZG4Kaaybd5rzt4srKj6mqj7sEH2eQsyzkMjv/EDo7yTeDt956C1u2bMGECROwcuVKcX9SUhIWLlxoU5uSQ8758+cxevRoXLhwAUqlEnfddReCg4OxatUqKJVKbNy40aaOEEKso9LwuF6rgspMpUZt5jaVLWNjGrP296iUYCQlBDgrCDkzBDVHAHJ1+KHgQxyhqKgIffv2Ndrv5+eH2tpam9qU/Ff36aefRlJSEq5fv46AgABx/3333Yfc3FybOkGIO/nm66+QeGt39Eroim1b33FJH1QaHlX1apPblRolqhs0UGp4k5szF5Lkees3a1laUNGWKpIgCGY3W9n7Gc1x9lICzTW7sKtmg3bXGZ6JbTp16mRyssGcnBz07NnTpjYlV3J+/vln/Prrr/D19TXYHxcXh0uXLtnUCULchUajwaJn0/HtDz8hNDQUg5L7Ydz4+9C2bdtm60ODmsOVahUazMw744xFH53SpoOqI44cFGwp6DiyAuSM21/OrPp4S8WHqj2eLT09HXPmzEFDQwMEQcDBgwfx0UcfISsrC++8Y9s/OCWHHJ7nTU7Ic/HiRQQHB9vUCULcxe+/HUTPhFvFGbtHjR6D3B++x8SHJjv0fWqVGrMhprpBA5WGd1hIsOVfuE1dGKxps8k2miEEOSIAuUv48cbg44rbXO4YeuQyBnKZnf2y93w38NhjjyEgIAAvvfQS6urq8PDDDyMmJgZvvPEGHnroIZvalBxyRo0ahezsbGzevBmA9hdATU0NMjMzcffdd9vUCULcRcnly4jRW5IkJqY9Ll92bIWypkGDcoXS7JgaazlzjI21wcjSBcPeJQMsfT57A5A7hR9PCT4UekhzmDJlCqZMmYK6ujrU1NQgIiLCrvYkh5zXX38dqampSEhIQENDAx5++GGcOXMG4eHh+Oijj+zqDCHepqpejQaVYcVGV6lpTuZ+kVsblGwNQ7aGIFsDkKvDjzcHn+ao9rg69FDgca0777wTn376KVq3bo3AwEAEBgYC0D5qP2HCBPz444+S25Qccjp06IA//vgDu3btwh9//IGamhrMnDkTU6ZMMRiITIgnio6JwWW9sWWXL19CUlJ/SW3ofmlW1alRUa2Eysyj3s5i6sJjb2XG1ltLtgYZWyeOc0b48cbg4ynVnuYOPTR42bXy8vKgUqmM9jc0NODnn3+2qU2b5smRy+ViSYmQ5lRbWwuVSoWwsDCntJ90e3+cOPEnLl26hNDQUHyf8y0WvbDE6vOv1ijFZRAU9WrtEy1O/r3Z+Be/lCdoGl+UbK3M2BIubAkyjgw/nh583D30eMPtreYKPSzLQGbnaHXeg2dqPnr0qPj1iRMnUFpaKn7PcRxycnLEcZJSSQ45WVlZiIyMNFglFAC2bt2KiooKPP/88zZ1hBBrtAvTTjZZp3LOLx+5XI6sVa9jzF0jwAs8nlnwXJNPVuluPVXVq1FW2WD0i9gZvyj1L+pSQpTUQCQlBJkKGo4KP7YMhG7O4CM1JDQOPt4Yepp7TI8HX+NbvD59+oBhGDAMgzvvvNPo9YCAALz11ls2tS055GzatAkffvih0f5bb70VDz30EIUc4vHuHTsO944dZ9WxZVUNqFVqx9zUNGiMLraNF7+0h5zVDzYSqjUSApG1IUjKLTFHhB93Dz6OrvZQ6LGhfQo8HquoqAiCICA+Ph4HDx5Eu3btxNd8fX0REREBmUxmU9uSQ05paSmio6ON9rdr1w4lJSU2dYIQT1Kr1C5qWVWvRnmV0mKQ0Qj2j8eRM9qrlZTAZG0ganzRt3Yqf3vDj5TbXs4MPrbM99Mc1R53Dj2ecGuLAo9n0a0+zjvikdFGJIec2NhY/PLLL+jUqZPB/l9++QUxMTEO6xgh7oYXBFy+3iCu3F2j1FgMMfbeptJdgKUEJWsDkS4EWRuA7Ak/rgw+FHpu0u83BR73ImMZyOzsnCePydF35swZ/PTTTygvLzcKPRkZGZLbkxxyZs2ahfnz50OtVov3znJzc/Hcc89hwYIFkjtAiDvT8Dyq629WbkoVDeJr5gKCo25RySVciKwJRLoABJjvY1MVIGsqP64IPo6q9rgq9NgzpsddAg/g+NtaLTHwtGRbtmzB7NmzER4ejqioKIM/2wzDNE/IefbZZ3H16lU8+eST4qNe/v7+eP7557F48WLJHSDEXak0PC5eq0edUgNeAOo0N8fcmAsJjgs4jNVtyVnGqoqMuQDUVPhxp+Bjb+hp3KazKz3NXeVxZeABHF/locDTsrz88st45ZVXHDq2V3LIYRgGq1atwpIlS3Dy5EkEBASga9eu8PPzc1inCHG1BjWHi9fqUV6jrdzoX/xNBQFHjL0xwDd9tdGFj6aqMk0NCDbVd2cHH1MXFWsGpjo69Nhze8tZgQewPSy4Y+Bx9C0tZz6lRWHHta5fv44HH3zQoW3aNE8OAAQFBeH22293ZF8IcQu1Sg2Kr9ajvNZEwGkUCJw1B44GlkOTnGEtVnosVYIshR9bg4+cbRxqLIcHqaHH3IXN2tBh7cXbmVWe5r6t5S6Bh6o7TXPE2lWCF6xd9eCDD+L777/HE0884bA2JYec2tparFy5Erm5uSYHBv39998O6xwhzaWmQQNFgxo8r53Er1RXwblxsW98UdY44SkAffImrirmQpClgceWKj/mgo/+hbtx8GnO0OOsKo+U+XrcocpDgceQswOPsyfyJIa6dOmCJUuWYP/+/ejVqxd8fHwMXp83b57kNiWHnMceewz5+fl49NFHER0dbdNfGELcSVW9GsVX6nCtQQUNLxgFG/1Ao7Ew9oWz4jei1U9QWAhRcpY1O+7FUgVGSvBpztBjch6dJv5F7agqj5SLt61VHimBx5ZbWq4atNySbmeR5rF582YEBQUhPz8f+fn5Bq8xDNM8Iefbb7/F119/jUGDBkl+M0LczfVaFc7rAo7AGwUb/VDTOMSYW+TREo6z8he7mQuInGFMVpEcFXwcFXr0A0/j9uyp8rhb4LEqwEg5thmrO8DNwOMO1R0KO6SoqMjhbUoOOWFhYWjTpo3DO0JIc6uoVmoDjlIJXjAONrpQo38RcdTTUxoIRhd7A+YKOSYuJlKCj+4tzVVhzIURc/vNhQdnVXncLfA0R3WnqT7os7e6Y2tl3hHVHWfdyvKEsCOXsZDL7CuNCXae760kh5wVK1YgIyMDO3bsEJdBJ8TTlFU14OyVGihUGmh43iDY6H7Z6l+M1Zzp1KFuIvT4WPgFq+YAH3O/mEzsljGMUTVJxjImb6GZCj7Whh4pVR5rAo+59sXXbrRnKvRZqoI4MvC4atCyNWFHvw+eMnbHnW5leVLYaYnS09OxYsUKtGrVCunp6RaPXbt2reT2JYec119/HWfPnkVkZCTi4uKMBgYVFBRI7gQhzelyZT0KK2qgUKmhEQSDio3ugqsLNY1DjJmsY5aubXNZRs1zZoKQiRNMtdGoP7oxP/rBR657Ykrvaq0b2GwqKJgLJKbCjSMDj7W3tJwReKQ+peWo21meMHaHwg5xpsOHD0OtVotfm2NrlVFyyJkwYYJNb0SIOyi+WoeTFQrUaTixaqMfbHShRj/MqDnT1Rr9/T5NPL6p5iwdZ6p9w/TiIzN+ZFzOMkb/Yrem0tO4yuMOgcfWMTyWAo+5a1lTFzsp1R1Xj91pSWGHxux4p59++snk144iOeRkZmY6vBOENIdzV2rxZ1kVNIIAFcdDwwsGFRuONwwu+l83NRanqQnz9Ns0DjrWBB/Loadx4AGMQ4+5Ko+jAo+jxvA4+naWvWHHXPvaNm5+bc2tLAo7kk8VefMAZTnLWB6jZwXBDT6HO7J5MkBCPMnf5bU4UVEFJceDEwTUqzmjYKPmBIOLs8mZjU1UdcxN4mXp4qzPuuBjPvTYUuVpHHgccUurqUHL5ioyUqs7zhq7Y+li56jqjreEHXcYoOzIsOMOQYc4h+SQw3Ec1q1bh//85z+4cOGCuH6VzrVr1xzWOULspeF5bcC5ohCrN3VqTgw3+sFGwwsGIaapQcXmjms8xkbDCQZBSMNbfrLKR8YY3QrTv30mYxu/p2Hg0b0HcDMQNL4w3Bwr1PQYHv2JCU1VR0yFEkvVHUeFHSltWeq/+JoDw46jb2M5a4AyYNutIEc8jUW3sEhzkBxyli1bhnfeeQcLFizASy+9hBdffBHnzp3D559/btMKoYQ4i0qjDTinrmkDTr2aQ4NGMAg3umCjCw364cKayf0A4wn+TFVm1Lxg8Ukra1kKPD4sY/AUWFO3tBxR3XFl2NG1JbWyo+u/rbexdO27YoCys5/GoltYVNXxNpL/eP373//Gli1bsGDBAsjlckyePBnvvPMOMjIysH//fmf0kRDJGtQcCstqcPxKFerUHBRKDaqVPOpUPOrVPGqUHKqVHOrVPOrUPBpubErNzU3DC2hQcyY3MSDxgsE5HK99WkvXni5QqW8EKd2m4RptvOkNuFlx0v9a9z3H3xwkrd++9ljeIPTotwloLxD6oUfXd/F4QTAatKzheYPQwwvGU99rBN5onpzG721un7ZNweS6WqbatdSOpbbM9d3gdV4wuVq6NW3fbMNw3I6ltqxhzXs2fn8pbJngEjB89FwqR6yQYmu/TbH0/9xZGIYBy9q32RI0169fj7i4OPj7+yM5ORkHDx40e+ynn36KpKQktG7dGq1atUKfPn3w/vvvGxwzffp0MAxjsI0ePVpyvxxJcsgpLS1Fr169AGgX6ayqqgIA3Hvvvfj6668d2ztCbFCr1KCwtAYnryqg5HjUqTk0qAWDcKMLNjVKDrVKjVVhRn8zOIbjxa3xOZzeph9Q6tS8+dBj5j0bBxxTYadx4NEexxsEHgo7jV9rOuxYYm3YaYqUACM16EgJEo3/PFhLEASbw47UPppia79N98dywPUGu3btQnp6OjIzM1FQUIDExESkpqaivLzc5PFt2rTBiy++iH379uHo0aNIS0tDWloavvvuO4PjRo8ejZKSEnH76KOPJPXr/fffx6BBgxATE4Pz588DALKzs7F7926bPqfkkNOhQweUlJQAADp37ozvv/8eAPDbb7/Bz8/Ppk4Q4kgNag7XGlSoUWlQreRQ3cBr/3tj0wWbmkbhpk6pgUrNWbVZCjb6wUf/Nf1KD9CoQqMXSnRhBzC8cDdV3dExF3a0xzq+sqPPWWHHFFNBx1I7ltrSvmb2JasuelTV0fKqqo4D23I3a9euxaxZs5CWloaEhARs3LgRgYGB2Lp1q8njhw8fjvvuuw89e/ZE586d8fTTT6N3797Yu3evwXF+fn6IiooSt7CwMKv7tGHDBqSnp+Puu+9GZWUlOE4790br1q2RnZ1t0+eUHHLuu+8+5ObmAgCeeuopLFmyBF27dsXUqVMxY8YMmzpBiCPxAtDAcahW8lA0aEON7r/6oUalCzYaHnUWqjmmqjsqDQ+Vhhcvfo2Dj0EVxsR+cxUeU9UdwPawo+PM21iNqzq6/weNmau+WLNPalXHXDuW2tK+Zn9VpymurupIQUHH8ygUCoNNqVQaHaNSqXDo0CGkpKSI+1iWRUpKCvbt29fkewiCgNzcXJw+fRpDhw41eC0vLw8RERHo3r07Zs+ejatXr1rd97feegtbtmzBiy++CJlMJu5PSkrCsWPHrG5Hn+SBxytXrhS/njRpEjp27Ihff/0VXbt2xdixY23qBCGOUlGtxOFL1/HX1TpU3wg3Sg0vVld4g+Chu9UjbYCxhuPEp6U0HG6uOcPfHASr4jm9AYz6/5bgTey72b4upPjIGHGwsq6fchljMGhX/2uD8/S+1mUZXRf1B0Drgo7+E1n6g3gbP73C8YLBIGuNIIiDk7Xn883yJJapwbcagZc0MNlSW7q+O3syQWsG3Fr7ZJXUJ7A84VFzd3r6ytkcsXYVf+P82NhYg/2ZmZlYunSpwb4rV66A4zhERkYa7I+MjMSpU6fMvkdVVRXat28PpVIJmUyGf/3rX7jrrrvE10ePHo37778fnTp1wtmzZ/HCCy9gzJgx2Ldvn0FoMaeoqAh9+/Y12u/n54fa2tomzzdFcsjZs2cPBg4cCLlce+odd9yBO+64AxqNBnv27DFKdYQ0l7KqBhy+XInCa3W4Xqe9VSVWbTS8GGy0lYkb41PMzGbcmNwgMLAGj2Drhx798KL7y6UxmMhP9/qNi72JOW70w46OI8OO/tNYgDbs2PvoeVOPnTfOA6ZCialAYmqfpaewzAUd/c/UuC1bgg7Q9JM4jnwCy9VBB7D9UXMKOs2ruLgYISEh4veOHEYSHByMI0eOoKamBrm5uUhPT0d8fDyGDx8OAHjooYfEY3v16oXevXujc+fOyMvLw8iRI5tsv1OnTjhy5Ag6duxosD8nJwc9e/a0qc+SQ86IESNQUlKCiIgIg/1VVVUYMWKEeA+NkOZ0ubIeBZeu41xlA67XaXC9XoOaBjVUGh4NKu0SDsobayvoKjrWYMXqzc2KjblQY+413V8ylmWg4fhGwcYw7MhZxiBI6B5H1w8m+vPu6IcA/a/1H2PX/5rjXVfVcWTQ0bZpfFG39XFzVwUdbRsUdMyhoCNdSEiIQcgxJTw8HDKZDGVlZQb7y8rKEBUVZfY8lmXRpUsXAECfPn1w8uRJZGVliSGnsfj4eISHh6OwsNCqkJOeno45c+agoaEBgiDg4MGD+Oijj5CVlYV33nmnyfNNkRxyzP2BvXr1Klq1amVTJwixR0W1EqfKqnGusgHlNWpU1qlRp9SgpkEDlYaDhtOOmeE4Hpz+mBUTq23KGpWMZTfCgUzGGtyC0oUeXajRhofGv40Nb001ruzoBxsN1+jYG2HHlltYUoMOYL6q0xy3rxwddMy1a0s7un5T0LEPBR334uvri379+iE3N1dcj5LneeTm5mLu3LlWt8PzvMkxPzoXL17E1atXER0dbVV7jz32GAICAvDSSy+hrq4ODz/8MGJiYvDGG28YVImksDrk3H///QC0z/NPnz7doATGcRyOHj2KgQMH2tQJQuzB8wLqNBox4Cjq1aht0KC2QQ21mgPHCeBuVG+4Jm5PNV6tmuO0AYfjOMhkN78H9G9DGd6CAtgbt7G0FRf96o2cZcSLoqlg0/hYc1UdHzFsGVd1pAYdwLiq46ygAxiHBmcFHXPcNehYwx2Cjq2BwdVBx505Yu0qXuL56enpmDZtGpKSktC/f39kZ2ejtrYWaWlpAICpU6eiffv2yMrKAgBkZWUhKSkJnTt3hlKpxDfffIP3338fGzZsAADU1NRg2bJleOCBBxAVFYWzZ8/iueeeQ5cuXZCammp1v6ZMmYIpU6agrq4ONTU1RneNpLI65ISGhgLQ/kENDg5GQECA+Jqvry/uuOMOzJo1y67OEGKLqzUqHCurxZUaFa5VK1Gn1KC+QQ2VioNazd+o4GgDReOQI9ObmVgbZvS/FiCTMeDFCo5xmAG0YUdb1RFuVHV4NL6NZa6q0/gWlqmgA8CgqmPN7St3DzqNOevWlalqjiX2BB17OfpC7o5Bx5U8sc/ONGnSJFRUVCAjIwOlpaXo06cPcnJyxMHIFy5cAKv3h6K2thZPPvkkLl68iICAAPTo0QMffPABJk2aBACQyWQ4evQoduzYgcrKSsTExGDUqFFYsWKF1eOCioqKoNFo0LVrVwQGBiIwMBAAcObMGfj4+CAuLk7y52QEic/6LVu2DAsXLvTIW1MKhQKhoaEovVLV5D1L4p4CfbW/pOpU2j+2Jy4psPt0GYqvN6CiqgHVdSrU1qqgUnFQqW5WcSzRVWZu3pq6eYuq8Wssy5g4nhX/Fa8btyOXMeLtK5n4WqNj2Jttmtrf+Hv9tnRBRX+pCP31scQ29F7XX2pC/2v9oNN46QkfvRcbh4vGF4zGy1vIG73eOOiYCgymQompUGNqn7kLurmgY+lfzpbCgaWg09SSANaEDmvChrXhRUr1SGrAsjUw2FrNARwTAqX0u7pagd7xkaiqcs41Q3dNmrptH3wDg+xqS1VXg/fSBjitr81h2LBhmDFjBqZNm2aw/4MPPsA777yDvLw8yW1K/iPz3HPPGfwhPX/+PLKzs8VJAQlpLpcr6/HnlSoUX2/AxSu1KL9ai+vX61FVpYSiqgF1tUrU1zZA1aAy2jRqDTRqDXiOh1qlAcfxYihSqXgxHKluvKb9Xrhxy4s3GN/D6Q1k1t2C0j7FdaN6JL7W6Jgb+43ONfO9Pv1JBHVMPSmmf67+E1uW5tMxp3E/7J2LxMqx3xLakz5poKM5Yh4dq97Hg+fQIcScw4cPY9CgQUb777jjDhw5csSmNiUPPB4/fjzuv/9+PPHEE6isrET//v3h6+uLK1euYO3atZg9e7ZNHSFEKo4TcP66EufKqlFZ2YCqqgZteFFpwHEcBBMXHIbVVV+0czawNyoVLM8alGZNzW2ju4UF6MbraG9LacfqaL82uP3ECQB48ZFza8fpWLp11fjWEGB68U9HPnWlX82xNO+MO9y2chRvum3lbmhsjjFHzpPjyRiGQXV1tdH+qqoqm5/clvxTKSgowJAhQwAA//3vfxEVFYXz58/jvffew5tvvmlTJwiRqlapwcFL15D7ZxlKSqpRUaZATWUNqq9Xo1ZRi4baBijrlQabWqU2qOJwHAe1Sg2e47Ubz4vVHcNKjWA0rkf3L/amKjoAjCo69tJfFqIx/WqOoyoVagu3+6iaY6IPzVTNsRZVcwx5Yp9biqFDhyIrK8sg0HAch6ysLAwePNimNiVXcurq6hAcHAwA+P7773H//feDZVnccccd4mJazrR+/Xq89tprKC0tRWJiIt566y3079/f6e9L3MvuE5fxwb6LKC6uwvXy61A1qMBzHMCpDQ+U+QAAWJlMrNbwHA9exoOVsZDJZOBw8y8UK2PBG/ym11VqtFUZwLiiA0AcpAwYPmmjPxhZN0bH3mqOKaaqOfqkVj6aas+cllLNcTZHPlJOiKdYtWoVhg4diu7du4vFlJ9//hkKhQI//vijTW1KruR06dIFn3/+OYqLi/Hdd99h1KhRAIDy8nKnD3aSumoq8V5f7z+FowXnUVJ4Hg1Xy8FfLwEU5UDtdaChRrupG7QbpwbPcdCo1NpKDc+L1RvdbS2O48R9+hrPraPbZ+57/a81Jiogjqrm6DRVzWnqHHNjcyxxRvXD09CPwD6uXtuKuKeEhAQcPXoUEydORHl5OaqrqzF16lScOnUKt912m01tSq7kZGRk4OGHH8YzzzyDkSNHYsCAAQC0VR1Ta044kv6qqQCwceNGfP3119i6dSsWLVrk1Pcmrrd927vi15/NHw153CjI2yYAnAaQ3fijzMq01Ru/AICTAbIbr/EcwMpuPsht5p/JjUMO2+g+N8fxBhMGNjU/CmA4l42lfVKYGpvjqRw9xoUqHMTTuGKeHHcVExODV1991WHtSQ45//d//4fBgwejpKQEiYmJ4v6RI0fivvvuc1jHGtOtmrp48WJxX1OrpiqVSoPZGBUKhdP6R5zr4sWLmDv78Zs7BAGaou8hC4wB4xtkGHQAQKMGfM0vCMfzvIkAw1m1iJwncfYtHUIIcaTKykocPHgQ5eXljYYOaCcolEpyyAGAqKgoo/UtnD0uxpZVU7OysrBs2TKn9os0j7OFZ4z+wAMCeGUlZL72zS9BCCHE9b788ktMmTIFNTU1CAkJMXgKj2EY54Wc+++/H9u3b0dISIi4vIM5n376qeROOMvixYuRnp4ufq9QKIyWoSeeoXOXrtpBwwZBhwEbFKGt4LA3KjAyH+33ch/jRmQ+2gHIssaPi994+cZr3oSqOIQQT7FgwQLMmDEDr776qjjbsb2sCjmhoaFiotIt79DcbFk11c/Pz6HLzBPX6dChA97esBlP/vMxAADDsggZ/E+o290OvqEWUNUbnqC7dSXzEcfp6AccS2HG0jGNF/BsajwOAJNjb+wZjwMYzy7syRz9UWg8DvE0LMvY/Xfamt9F7u7SpUuYN2+ewwIOYGXI2bZtm8mvm5OjVk0lnmt62kwx5PzrmwP45IwG585XouqqAsp65Y05bm48Ri67Wclh9Sb+04UXXYCRyWRgWEas4jSu8miXdmCM1rhq/L2pr/Un92q8xIOj+NgQoKxZ3sGSllIdsnVpB4e8t3cVFI24emkH4p5SU1Px+++/Iz4+3mFt2jQmx1WaWjWVtByPjuiH6JgyvJ1/Dpd9WVQrGvSCjvGj4OLMxibCjW6/fsBhb6xbZRxubv6G1f+Xk/5x+vstVXHsWcOqsabmtJEaTPTb85FwC0/q+lWm2LN+VUtCFSvibe655x48++yzOHHiBHr16gUfH8NhB+PGjZPcplUhp2/fvlYn74KCAsmdsFZTq6aSloNlGPRsF4IRPdvhJwDXA3xQVeULtUo7m7FapZ0UUH9pB8YglBiGGwAGt6gaV3AaL9apCyT6QcjUQp2A5SpOUwHHlMaLdBq0Z2KRTn2OruLYu6pzc92qsmWRTpv74IBFOh3JHRfpdCVP7HNLMWvWLADA8uXLjV5jGMampR2sCjm620MA0NDQgH/9619ISEgQ58jZv38/jh8/jieffFJyB6SaO3cu3Z4iALRh45bWfoiLCIKfjww+PjK9Fch9xaUaAMP5b1iDakzjCo9+aNFfcfzmfkeuRN6UxqHHVFAyVcXRv3g7q4pj7yrkprhLFYduVTkP3aoy5iNjTP6jRQrezvPdgfETtPazKuRkZmaKXz/22GOYN28eVqxYYXRMcXGxY3tHiAUxrQOQqGyNkmoVAO1FVuEvR22tCmq1bgVxQVx7yhTjsMI02m+6eqPbJxOrQDfDiy7INBVwpN6mkhmEjxvVHBO3xswFHGuqOJZue0kJFo0DjilUxbHjfaxsh6o4hjyxzy1VQ0MD/P397W5Hci7++OOPTT6r/sgjj+CTTz6xu0OESNElMgh3d41Et4hARIT6o02wH9qGBSAkxA+tWvkiKOjmFhAgN9p8fVn4+mqrNL6+MshkLHx95Tf+K4NMxsDHhxWrN/q3sXTVG5ZlxFWEnRVw9FkKOPrsDTj6VZymblM1NaC6cRXH1OH2VHEcGXBsreI4IuBYEzQ8eSwOVXGIJRzHYcWKFWjfvj2CgoLw999/AwCWLFmCd999t4mzTZP8xyYgIAC//PKL0f5ffvnFIamLEKla+ckQ19of7YJ80SbIDyGBvggO9EVoiD9atfKFv78c/v5yBAT4iJuvr9xg0+6TGQUbHx+ZQeDRBSEfH5lRuNHdntJu2kdCdfvF425M324UjvSmdTdVwWk8DsdcwBHbcGHAaeo2laMDjjnuFHCs4eiLuDdVcRzxs6Eqjvt75ZVXsH37dqxevRq+vr7i/ttuuw3vvPOOTW1Kfrpq/vz5mD17NgoKCsRZjg8cOICtW7diyZIlNnWCEHvIZQxCfH0QEexz43sWvnIWdUoNlGoZlD4cNBwPnhfEBTd9TMwV2Jipx8RNjbsBzFduDI61snqjv88Vt6g8LeCYupibCziWOHMcTlOBw9qLuCffprKnimMvdw84PizT5BOSTfGGtavee+89bN68GSNHjsQTTzwh7k9MTDS7skFTJIecRYsWIT4+Hm+88QY++OADAEDPnj2xbds2TJw40aZOEGKPtkF+uDU6BBpegJqrAXBjwTsZC5WaQ4OahVLNg+N5aDhBXB2cb2Ip6cb/Om8cbICmb0vp+qLfnqlbUab2mXqKysdUiHJQwGk8yNgbA46Udm6+ZvYl7et23qaigGMZ3aZqOS5duoQuXboY7ed5Hmq12qY2bZonZ+LEiRRoiFtpG+SHvh1aQ84yOFpefePWEQOljwxsgxr+PgIa1Bw0nACOF8DpjeLXcJbDjqlQo/3aREXFRFgx9Vi5pbE3lsKNwXvZEW4at2kp4EgNN9rzvX8MDkABxxquDjjuXsUhNyUkJODnn39Gx44dDfb/97//Rd++fW1q06MmAyTEkrBWvki8EXQKSrUrztertWNdGtQcWJYBzwvQ8DerORpOgK8c4Jqo6hhd2E3cjgKMqzb6r1tbuQGsH3vT+Gt3uz0FGAcFa8ONuf3uEHCaa5CxtW1JOU7Ke+tQwCHNISMjA9OmTcOlS5fA8zw+/fRTnD59Gu+99x6++uorm9qkkEO8SmiAD7pGBKNGrUFRZT0UDRx8xEHALDQcL4YcnhcAH0BzI+BozDxmrmNqbhtTFZvGx1oacwNYX7lpfF5Lq95o23RMwGmywuIGAUdSaKGAY8STAo78xkMK9uC8YEzO+PHj8eWXX2L58uVo1aoVMjIy8I9//ANffvkl7rrrLpvapJBDvA7LAEE+cgT7aWc11v0CqVczUHMsOL1qjoYXwN4IN75ytslxOoDpi5y5ANNUsAHcK9wAVL2xxN0CjtTHySngEHc3ZMgQ/PDDDw5rj0IO8TqhgT5oE+CH8nolAO0F3+fGbSsNL6BezUPNCeKFUP/2le57azW+mDau9jgj2Bid78bhRnue+w8u1r5u4bUWdnsKsC0oeFu48eQ5iYgWhRzideQsi27RQZDLGPxZUQU5y8CH5eAjY1Cn4sWwo+EEqHkBak6An5wVx+VICTk339P4l6G5UANYF2waf28u2Gjfy3Tb2mO9J9yYa9dSO5ba0r5m9iXt625WvZF8LFVvJHPEvEfEOmFhYVb/2bl27Zrk9q0KOenp6VY3uHbtWsmdIMTRWIZBl8ggsAyDo+WVN/ZykLEsGtTaYKNhBch5AT6sNtSob4QbdaOnrcwNSrY0y6+lUAPYFmwaf2+paqM91r4ZiyncUPXGGvbOf0MBR/t32d5lRjQe+qh9dna2U9u3KuQcPnzY4PuCggJoNBp0794dAPDXX39BJpOhX79+ju8hIXaIj2gFlgX+LKuCjGGg5Hj4sDzUvCCGHci11Rv5jTCjCz2ANvhYu3Ceucm8Gg8otBRqAMcFG1NtO2JAMUDhpimuDDdS3l+HqjdUvXGVadOmObV9q0LOTz/9JH69du1aBAcHY8eOHQgLCwMAXL9+HWlpaRgyZIhzekmIHeLCW0HGMDhergCg0d6+4gUx7HC8tnqjq+Bo9EKO3IZbV/qsuchbCjWA84MN4PyqjaX9FG7sP07q++t4argBKOB4owsXLlh8/ZZbbpHcpuQxOa+//jq+//57MeAA2ntqL7/8MkaNGoUFCxZI7gQhzhbbNhAyGYNTZdVQqNWQMYIYdtQcrx2cfCNc6MKO/uBkwPqxOpYuwqaqQlJDjfYcacFG267nVm0stWWpPe1rZl/Svt4Cww1At6YACjfuJi4uzuKfMY7jJLcp+Y+cQqFARUWF0f6KigpUV1dL7gAhzSWmdQBujQpBRIAf/GQsfGUs/GQsAnxkCPSRwV/OaDcf7Rboy4qbj4xBgA9r1eYjY0xuunb0N38fBjIWBptuHRv99Wx8ZKzBplvQU39hTxnDiBtwc2FP/QU+5QwjbjpylhU3HZa5uYnHMay43TzXsA+N9zfGMozZp6XMBaem2jIXCBr33+h1lrF4kbPU9s02rB9UbFVYsvI4qe+vT//PiLUYhrG7emNvwLGl35a4U8Bp/PfZ1k2q9evXIy4uDv7+/khOTsbBgwfNHvvpp58iKSkJrVu3RqtWrdCnTx+8//77BscIgoCMjAxER0cjICAAKSkpOHPmjNX9OXz4MAoKCsTtwIED2LhxI7p164aPP/5Y8ucDbKjk3HfffUhLS8Prr79usEDns88+i/vvv9+mThDSXCJD/cGyDM5W1KBSqYaG4aERBLGyA0Cs7vjc+KWs5gWDKkgTcwYaMDF/oAFrqjSAmae3rKjWAM1TsbG035OqNk21f7OdJg+xui0px0l9fx1XLarpbpUbwL3CjSvt2rUL6enp2LhxI5KTk5GdnY3U1FScPn0aERERRse3adMGL774Inr06AFfX1989dVXSEtLQ0REBFJTUwEAq1evxptvvokdO3agU6dOWLJkCVJTU3HixAn4+/s32afExESjfUlJSYiJicFrr71mU8ZgBEGQNOigrq4OCxcuxNatW8UFs+RyOWbOnInXXnsNrVq1ktyJ5qJQKBAaGorSK1UICQlxdXeIDQJ9tb+g6lT2jZW5WqNE8dV6lNY1QHNjHSuNIIhPUnGC8ePkainpxgqmwgxg/gLfHKFGe75nBRvt6xZfdstbUlKPldIHHQo3N9kSbqoVCtzWKQJVVc65ZuiuSUt2H4Z/q2C72mqorcaK8X2t7mtycjJuv/12vP322wC0i2DGxsbiqaeewqJFi6x6z3/84x+45557sGLFCgiCgJiYGCxYsAALFy4EAFRVVSEyMhLbt2/HQw89ZPNnKywsRGJiImprayWfK7mSExgYiH/961947bXXcPbsWQBA586d3TrcENJY2yA/yGUs2AoGpXX14LUPWd2s7IABxwuQ3RgvwwkC5KxMPN+WuXT0Wbqgm/vlbu6RdWtDDWB9tUbbBgUbbTtWHeY2VRuAwo2+lla5USgUBt/7+fnBz8/PYJ9KpcKhQ4ewePFicR/LskhJScG+ffuafA9BEPDjjz/i9OnTWLVqFQCgqKgIpaWlSElJEY8LDQ1FcnIy9u3bZ1XIadx3QRBQUlKCpUuXomvXrk2eb4rNkwG2atUKvXv3tvV0QlwuNMAH8RGtIL/KoLSmARqBh6+MhVwANDwPuYyB5kZFRxd6dGR6g4U5CcVQa36BSwkzgLRAo23HuaHG0ntYaq+pNrWvW3zZbW9HST1WSh/00dNSN3lSuNGN0bMHd+P82NhYg/2ZmZlYunSpwb4rV66A4zhERkYa7I+MjMSpU6fMvkdVVRXat28PpVIJmUyGf/3rX+KaUqWlpWIbjdvUvdaU1q1bG/1ZFAQBsbGx2Llzp1VtNCY55NTW1mLlypXIzc1FeXk5eN6whP/333/b1BFCXCHIX46O4YFgGQaVDSrwgoAGDQ+WgVjdAW6GHgBi8NGRwbG/TM2FGUB6oNG255hQo30fx1ZrLLV583WLL1Ow8eCqDUBPSzlacXGxwe2qxlUcewQHB+PIkSOoqalBbm4u0tPTER8fj+HDhzukff3pagBtdaldu3bo0qUL5HLbajKSz3rssceQn5+PRx99FNHR0Xb/RSHE1Vr5yRHXLhDVDb4AgOu1KpRWN2iXfhBuLN4pY6Er5OgHH0czF2L0OTLQNPWaLaHG1jZvvm7xZYeFGm1bVh3mNcEGoKqNtwsJCWlyTE54eDhkMhnKysoM9peVlSEqKsrseSzLokuXLgCAPn364OTJk8jKysLw4cPF88rKyhAdHW3QZp8+fazq+7Bhw6w6TgrJIefbb7/F119/jUGDBjm8M4S4ir+PDP4+2jE3oQE+kLMsSqvroeGZm+NvGIihB9AGHwCwc3iOAWt+V9sTMGwNH64MNQAFG8B1wQZomeGmqSkIPJmvry/69euH3NxcTJgwAYB24HFubi7mzp1rdTs8z0Op1C6E3KlTJ0RFRSE3N1cMNQqFAgcOHMDs2bOtbvP06dN46623cPLkSQBAz549MXfuXPTo0cPqNvRJDjlhYWFo06aNTW9GiCfwlbO4JTwALAtcrqoXF/QEADm0Qchg4PGNX4T6AchWTYUJ8bgmfvvae4vIlbefAPcPNTYdT8HGIZwdbFzBkWNyrJWeno5p06YhKSkJ/fv3R3Z2Nmpra5GWlgYAmDp1Ktq3b4+srCwAQFZWFpKSktC5c2colUp88803eP/997FhwwYA2j9v8+fPx8svv4yuXbuKj5DHxMSIQaopn3zyCR566CEkJSVhwIABAID9+/ejV69e2LlzJx544AFJnxGwIeSsWLECGRkZ2LFjBwIDAyW/ISGeQM6yuKVtIGQMg1olB14QoFCqwd8Yj6MffMRzTAUgye9r/S8qa461J8w46j3cNdRIaVPqsbb0RYeCjTFvDDauNmnSJFRUVCAjIwOlpaXo06cPcnJyxIHDFy5cAKv3B6K2thZPPvkkLl68iICAAPTo0QMffPABJk2aJB7z3HPPoba2Fo8//jgqKysxePBg5OTkWDVHju78xYsXY/ny5Qb7MzMz8dxzz9kUciTPk9O3b1+cPXsWgiAgLi4OPj4+Bq8XFBRI7kRzoXlyPJ+j5smRolapAQBU1atx+XqDQcWGb+Kvj9TAY8uspdZcfK2pEDVXoAE8I9TYdLyNIcFVg4cB9w02gOvDTbVCgYQ458+Tk/XtHw6ZJ2fxmESn9bU5BAYG4ujRo+K4H50zZ84gMTERdXV1ktuUXMmxtuxEiLdo5ScX/ytjGFQ3aENPTYPGYHCyKb4ypskgpM+WagFg/W0uwDFhRnuMde/nyECjbc/qQ70u1AAUbOxqu4VWbTzF8OHD8fPPPxuFnL1799q8ALjkkJOZmWnTGxHiDSJD/RHWShtqqurVKLneADS1ZpwNY3akhBajc638TW795HXWva+Ui5MnVmkACjWAZ92KAjwj2LBs00vAWNOGJ/riiy/Er8eNG4fnn38ehw4dwh133AFAOybn448/xrJly2xqX/LtKk9Gt6s8nytuV1lytUaJOqU25VTVqS3enrJlrI4tt690pF/0rTzOCWFG267Vh0pu25bjAQo1gOdVawDHBZvmul216rs/EGDn7ar62mo8n+p5t6tYK/+wMgxj0yrkVlVy2rRpg7/++gvh4eEICwuz+Jfw2rVrkjtBiLX8/PzERxbdQdsgP4S10oaXIH85yqqUUGlMV2zk9v5Lzd5BpRJPd1aY0bYt4VhbwkkzBhqAQo01PCXYkObVeEJhR7Mq5Kxbtw7BwcHi1zQBIHGV69UNru6CEd0FNayVL1iWQYPqRmWnXg2VWvsXmBfsDynG72vHuU4a4Gz4HpLfwusDDUChxmHt02XIq6jVaowePRobN260eZ0qU6wKOdOmTRO/nj59usPenBBvExrgg9AA7ROHrfzkKFco0aDmwALgHTlroAn2XlSaMyw0V5gBPD/QABRqgOYPNSzDOPwfJub4sAx87PyAGg9PfT4+Pjh69KjD25U88Hjq1KkYMWIEhg4dis6dOzu8Q4R4iyB/ORgGaFAb3keubtCI43icze5bXHZcXG0OJS4IM4B3BhrAc0MN4JpgQ1znkUcewbvvvouVK1c6rE3JIcfX1xdZWVmYOXMm2rdvj2HDhmH48OEYNmyYQ0tMhHiDVn5y8RF0/X0VCiXq1aaDjpNvUQOw/0Jq//ggOwZUuzjMAC0v0AAUaojzaTQabN26Ff/73//Qr18/tGrVyuD1tWvXSm5Tcsh55513AACXLl3Cnj17kJ+fj9dffx3//Oc/ER0djYsXL0ruBCEtib+PDJGh/mZDTnW9BnUqTTP36iZH/OJ3ZQVJx53CDECBxug9XJAvKNS4tz///BP/+Mc/AAB//fWXwWu2/l20be1yaNewatu2LcLCwtC6dWvI5XK0a9fO1uYIaVF85Sx8zTxuFeAjw5UamH1KS8MJFicYdOYvcke17W6T0blzmAE8P9AAFGos8WFZ+Ng5UY7GUyfK0fPTTz85vE3JIeeFF15AXl4eDh8+jJ49e2LYsGFYtGgRhg4dirCwMId3kJCWxlfOIiLED0q16ZBT06ARZ122h7MuAO46SNbRT4U665pCgcae9/WMUEOaj+SQs3LlSrRr1w6ZmZm4//770a1bN2f0i5AWTc6ykPuZqfT4ysCyjFEI0l10G1SOH9TjKdUJTwkygHPDDECBhnieESNGWPw7/OOPP0puU3LIOXz4MPLz85GXl4fXX38dvr6+4uDj4cOHU+ghxMlYhkHbIF9oONO3rKob1A6p9NjKWRdvZ83P5clBBmi+MANQoCHO1adPH4Pv1Wo1jhw5gj///NNgKhspJIecxMREJCYmYt68eQCAP/74A+vWrcOcOXPA87xN0y4TQqRhGQa+ctO/+NsG+YFlmCaXkWhQceDMjO1pjouzjrMnF3X2UIXm+lm1hDCjfe+WF2jkLGPXEi66NjzdunXrTO5funQpampqbGpTcsgRBAGHDx9GXl4e8vLysHfvXigUCvTu3RvDhg2zqROEEMcKa+ULTRPPotfKWSjq1A5/7+acEb05xlo2Z+BrziADuH7WYHcLNI1//s39/4OY9sgjj6B///5Ys2aN5HMlh5w2bdqgpqYGiYmJGDZsGGbNmoUhQ4agdevWkt+cEOI88iYSQGgACxnDQM01EYaaaeJCneZ8SKQ5Awzguoumq6/V7hZmAAownmTfvn3w9/e36VzJIeeDDz7AkCFDPGqVU0KIaUH+couPowOAj4yFokEtaZJCVz/N2tzhRceVF053uGa7Y5gBKNB4ivvvv9/ge0EQUFJSgt9//x1LliyxqU3JIeeee+4x+F6hUODHH39E9+7d0bNnT5s6QQhxnaYuTLrlKcyN8dEFilqlxuwYH3u5KrToc/WF0p2u0xRmHEvGMHb/GXeHvyP2CgkJMbjdzbIsunfvjuXLl2PUqFE2tSk55EycOBFDhw7F3LlzUV9fj6SkJJw7dw6CIGDnzp144IEHbOoIIcR9NV6awhS5jEF1g8bo9pc7//J1p4uiG3UFgPsGGcC9/r8Rx9m+fbvD25RcVN6zZw+GDBkCAPjss88gCAIqKyvx5ptv4uWXX3Z4BwkhnsHfR4Zgf7m4ErtuC/KXm9yccaFiWUbS1hxYxrqtuelW2Ta3uZqr/7+R5hcfH4+rV68a7a+srER8fLxNbUqu5FRVVaFNmzYAgJycHDzwwAMIDAzEPffcg2effdamThBCvIO/j8zqY31kLKob1GjiSXe35O7XWXcIKdagwEL0nTt3zuQ0NEqlEpcuXbKpTckhJzY2Fvv27UObNm2Qk5ODnTt3AgCuX79u8+hnQkjL4ytnEezv0+TAZ516Fdfk3D+28qRrracEGB0KMk1jWQYyO39Onvxz/uKLL8Svv/vuO4SGhorfcxyH3NxcxMXF2dS25JAzf/58TJkyBUFBQejYsSOGDx8OQHsbq1evXjZ1ghDSMplbpNQUuYxBrZIDb2XQsTY8uQNPCy76PPniqmNu3Jg7jyfzJhMmTACgnWOr8czGPj4+iIuLw+uvv25T25JDzpNPPon+/fujuLgYd911F9gbz4rGx8fTmBxCiNPIWRat/GD1o+z1ag6aJuYAchZPDi36vCHA6FBgcV/8jb/UnTp1wm+//Ybw8HCHtS055ABAUlISkpKSAGhLSceOHcPAgQNpFXJCiFPJWdbqxyVYFmhQMVY/1s7zgkH1x1uCiineFF50KMR4vqKiIoe3adPtql69emHmzJngOA7Dhg3Dr7/+isDAQHz11Vfi7StCCHElOcsi0I+x+rZVg4pvcvZnd+WNoaUxbw4xcoaB3M7PZ+/53kpyyPnvf/+LRx55BADw5ZdfoqioCKdOncL777+PF198Eb/88ovDO0kIIbaQ8jh0oB+DepX091BpHBuMWkJgacybAwxxLckh58qVK4iKigIAfPPNN3jwwQfRrVs3zJgxA2+88YbDO0gIIc2BZRgE+Fr/CLw+XdBpiQHFEgovxNUkh5zIyEicOHEC0dHRyMnJwYYNGwAAdXV1kMls+wVBCCHuwJZxOK385JCx1i9iqnRw5ac5UWghnkbyjMdpaWmYOHEibrvtNjAMg5SUFADAgQMH0KNHD4d3kBBC3J2/j8zqzU/CY/POpFsvScpGnEPOsg7ZpFq/fj3i4uLg7++P5ORkHDx40OyxW7ZswZAhQxAWFoawsDCkpKQYHT99+nQwDGOwjR492mIfFAqF1ZstJFdyli5dittuuw3FxcV48MEH4efnBwCQyWRYtGiRTZ0ghJCWwt9HZnXFiBcEaDjB5BNiFDrs19SP0Jt/xLt27UJ6ejo2btyI5ORkZGdnIzU1FadPn0ZERITR8Xl5eZg8eTIGDhwIf39/rFq1CqNGjcLx48fRvn178bjRo0dj27Zt4ve6jGBO69atDRbltMTUbMhNYQTBg2bMspNCoUBoaChKr1QhJCTE1d0hhJAmqTS8wwc3ezNHBpNqhQLx7duiqso51wzdNemDX/5CYFCwXW3V1VTjkUHdUFxcbNBXPz8/k0EjOTkZt99+O95++20A2rlqYmNj8dRTT1lVsOA4DmFhYXj77bcxdepUANpKTmVlJT7//HOr+52fny9+fe7cOSxatAjTp0/HgAEDAAD79u3Djh07kJWVZTRRoDVsmicnPz8fa9aswcmTJwEACQkJePbZZ8WFOwkhhDiGlFmh9XlLMPLmaoqOIxZp1Z0fGxtrsD8zMxNLly412KdSqXDo0CEsXrz45vksi5SUFOzbt8+q96urq4NarRbXstTJy8tDREQEwsLCcOedd+Lll19G27ZtzbYzbNgw8evly5dj7dq1mDx5srhv3Lhx6NWrFzZv3mxTyJH8t+eDDz5ASkoKAgMDMW/ePMybNw8BAQEYOXIkPvzwQ8kdIIQQYpmvnJW8+fuyYBhYvTmblL40Z7+8TXFxMaqqqsRNP8joXLlyBRzHITIy0mB/ZGQkSktLrXqf559/HjExMeK4XEB7q+q9995Dbm4uVq1ahfz8fIwZM8bq20z79u0TJxrWl5SUZHG8kCWSKzmvvPIKVq9ejWeeeUbcN2/ePKxduxYrVqzAww8/bFNHCCGEOI6cZQEf649XqnmYGrxAQcOzhISEOH04xsqVK7Fz507k5eUZLMz90EMPiV/36tULvXv3RufOnZGXl4eRI0c22W5sbCy2bNmC1atXG+x/5513jCpU1pIccv7++2+MHTvWaP+4cePwwgsv2NQJQgghjifpiRsfQMNZN0STc9Jq8KR5hIeHQyaToayszGB/WVmZOA+eOWvWrMHKlSvxv//9D71797Z4bHx8PMLDw1FYWGhVyFm3bh0eeOABfPvtt0hOTgYAHDx4EGfOnMEnn3zS5PmmSL5dFRsbi9zcXKP9//vf/2xOWoQQQlxLzlp/K8zPh4WMJj50GDnDOmSzlq+vL/r162dwLed5Hrm5ueKAX1NWr16NFStWICcnx+RtpcYuXryIq1evIjo62qp+3X333fjrr78wduxYXLt2DdeuXcPYsWPx119/4e6777aqjcYkV3IWLFiAefPm4ciRIxg4cCAA4JdffsH27dudOuPxK6+8gq+//hpHjhyBr68vKisrnfZehBDSEln7aLt2uQzBpsHNVAVyD+np6Zg2bRqSkpLQv39/ZGdno7a2FmlpaQCAqVOnon379sjKygIArFq1ChkZGfjwww8RFxcnjt0JCgpCUFAQampqsGzZMjzwwAOIiorC2bNn8dxzz6FLly5ITU21ul+xsbF49dVXHfY5JYec2bNnIyoqCq+//jr+85//AAB69uyJXbt2Yfz48Q7rWGMqlQoPPvggBgwYgHfffddp70MIIaRpLMPY9OSXSsO7TdBpqhrlzct0TJo0CRUVFcjIyEBpaSn69OmDnJwccTDyhQsXwOrd7tywYQNUKhX+7//+z6Ad3dNbMpkMR48exY4dO1BZWYmYmBiMGjUKK1asaHKuHH0///wzNm3ahL///hsff/wx2rdvj/fffx+dOnXC4MGDJX9OSSFHo9Hg1VdfxYwZM7B3717Jb2aPZcuWAQC2b9/erO9LCCHENFuWwfCVs1aP/dGtIK8fiug2mePMnTsXc+fONflaXl6ewffnzp2z2FZAQAC+++47u/rzySef4NFHH8WUKVNQUFAApVIJAKiqqsKrr76Kb775RnKbkmK4XC7H6tWrodFoJL+RKyiVSodMC00IIcQxdBUgazeWYSBjb27eSMYykNu5ecPP5uWXX8bGjRuxZcsW+PjcfDRw0KBBKCgosKlNybXGkSNHGsxQ6M6ysrIQGhoqbjQwmhBCPAfLMJDLpG+2VJiI650+fRpDhw412h8aGmrzOFzJY3LGjBmDRYsW4dixY+jXrx9atWpl8Pq4ceOsbmvRokVYtWqVxWNOnjxp88KfixcvRnp6uvi9QqGgoEMIIR5EO8hZYmhhtWN/+JazapFXiIqKQmFhIeLi4gz27927F/Hx8Ta1KTnkPPnkkwCAtWvXGr3GMIykBbQWLFiA6dOnWzzG1g8GmF+zgxBCiHfzlbPQ8NY9/cXzoEDkBmbNmoWnn34aW7duBcMwuHz5Mvbt24eFCxdiyZIlNrUpOeTwVv6hsUa7du3Qrl07h7VHCCGE6Fg9GSILaHje6gHRjqYbV2NvG55u0aJF4HkeI0eORF1dHYYOHQo/Pz8sXLgQTz31lE1t2rRApytcuHAB165dw4ULF8BxHI4cOQIA6NKlC4KCglzbOUIIIR5NzrJgGcOQY+viqMQ2DMPgxRdfxLPPPovCwkLU1NQgISHBrmu81f8Hf/zxRyQkJJh8Qqmqqgq33nor9uzZY3NHmpKRkYG+ffsiMzMTNTU16Nu3L/r27Yvff//dae9JCCGk5dCN/9HfSPPz9fVFQkIC+vfvb3cRw+pKTnZ2NmbNmmVy4a/Q0FD885//xLp160yOjHaE7du30xw5hBBCiBe5//77rT72008/ldy+1ZWcP/74A6NHjzb7+qhRo3Do0CHJHSCEEEJaMlMVJFs2T6Q/zUtISAhyc3MN7tAcOnQIubm5CA0Ntal9qys5ZWVlBpPzGDUkl6OiosKmThBCCCGk5dm2bZv49fPPP4+JEydi48aNkMlkAACO4/Dkk0+avItkDasrOe3bt8eff/5p9vWjR49avdIoIYQQQoi+rVu3YuHChWLAAQCZTIb09HRs3brVpjatDjl33303lixZgoaGBqPX6uvrkZmZiXvvvdemThBCCCGkZdNoNDh16pTR/lOnTtk8fY3Vt6teeuklfPrpp+jWrRvmzp2L7t27i2++fv16cByHF1980aZOEEIIIS2VnGEgZ+x7XF3uoWNy9KWlpWHmzJk4e/Ys+vfvDwA4cOAAVq5cibS0NJvatDrkREZG4tdff8Xs2bOxePFiCDdmh2QYBqmpqVi/fr24RDshhBBCiBRr1qxBVFQUXn/9dZSUlAAAoqOj8eyzz2LBggU2tckIgvS5rK9fv47CwkIIgoCuXbsiLCzMpjdvbgqFAqGhoSi9UmXzICZCCCEtg0KhQFR4KKqqnHPN0F2Tvj10Dq2C7Gu/tkaBMf3inNbX5qabk8/ez2LTjMdhYWG4/fbb7XpjQgghhBBTHBXUPGZZB0IIIcQbyRkHrF3loWNy+vbtC8bKvhcUFEhun0IOIYQQQlxiwoQJ4tcNDQ3417/+hYSEBAwYMAAAsH//fhw/fhxPPvmkTe1TyCGEEEKIS2RmZopfP/bYY5g3bx5WrFhhdExxcbFN7dMSq4QQQghxuY8//hhTp0412v/II4/gk08+salNCjmEEEKIC7Xktav0BQQE4JdffjHa/8svv8Df39+mNul2FSGEEEJcbv78+Zg9ezYKCgoMJgPcunUrlixZYlObFHIIIYQQ4nKLFi1CfHw83njjDXzwwQcAgJ49e2Lbtm2YOHGiTW1SyCGEEEKIW5g4caLJQPPnn3/itttuk9wejckhhBBCXIhhANbOzQuG5Biprq7G5s2b0b9/fyQmJtrUBoUcQgghhLiNPXv2YOrUqYiOjsaaNWtw5513Yv/+/Ta1RberCCGEEOJSpaWl2L59O959910oFApMnDgRSqUSn3/+ORISEmxulyo5hBBCCHGZsWPHonv37jh69Ciys7Nx+fJlvPXWWw5pmyo5hBBCiAuxLAPWzrWr7D3flb799lvMmzcPs2fPRteuXR3aNlVyCCGEkBZo/fr1iIuLg7+/P5KTk3Hw4EGzx27ZsgVDhgxBWFgYwsLCkJKSYnS8IAjIyMhAdHQ0AgICkJKSgjNnzjTZj71796K6uhr9+vVDcnIy3n77bVy5csXuzwdQyCGEEEJanF27diE9PR2ZmZkoKChAYmIiUlNTUV5ebvL4vLw8TJ48GT/99BP27duH2NhYjBo1CpcuXRKPWb16Nd58801s3LgRBw4cQKtWrZCamoqGhgaLfbnjjjuwZcsWlJSU4J///Cd27tyJmJgY8DyPH374AdXV1TZ/TkYQBMHmsz2MQqFAaGgoSq9UISQkxNXdIYQQ4sYUCgWiwkNRVeWca4bumpR3tBhBwfa1X1OtwPDesSguLjboq5+fH/z8/IyOT05Oxu233463334bAMDzPGJjY/HUU09h0aJFTb4fx3EICwvD22+/jalTp0IQBMTExGDBggVYuHAhAKCqqgqRkZHYvn07HnroIUmf5/Tp03j33Xfx/vvvo7KyEnfddRe++OILSW0AVMkhhBBCXMqRa1fFxsYiNDRU3LKysozeT6VS4dChQ0hJSbnZB5ZFSkoK9u3bZ1Wf6+rqoFar0aZNGwBAUVERSktLDdoMDQ1FcnKy1W3q6969O1avXo2LFy/io48+kny+Dg08JoQQQryEqUpOY1euXAHHcYiMjDTYHxkZiVOnTln1Ps8//zxiYmLEUFNaWiq20bhN3Wu2kMlkmDBhAiZMmGDT+RRyCCGEEC8REhLi9OEYK1euxM6dO5GXl2fz6uDNhW5XEUIIIS1IeHg4ZDIZysrKDPaXlZUhKirK4rlr1qzBypUr8f3336N3797ift15trTpTBRyCCGEEBdiWcds1vL19UW/fv2Qm5sr7uN5Hrm5uRgwYIDZ81avXo0VK1YgJycHSUlJBq916tQJUVFRBm0qFAocOHDAYpvORrerCCGEkBYmPT0d06ZNQ1JSEvr374/s7GzU1tYiLS0NADB16lS0b99eHLi8atUqZGRk4MMPP0RcXJw4ziYoKAhBQUFgGAbz58/Hyy+/jK5du6JTp05YsmQJYmJibB5P4wgUcgghhJAWZtKkSaioqEBGRgZKS0vRp08f5OTkiAOHL1y4AFavPLRhwwaoVCr83//9n0E7mZmZWLp0KQDgueeeQ21tLR5//HFUVlZi8ODByMnJcem4HZonhxBCCDGhuebJ2Xv8okPmyRl8awen9dVTUSWHEEIIcSH9eW7saYMYo4HHhBBCCPFKFHIIIYQQ4pUo5BBCCCHEK9GYHEIIIcSFaEyO81AlhxBCCCFeiUIOIYQQQrwShRxCCCGEeCUak0MIIYS4kNS1p8y1QYzRj4UQQgghXolCDiGEEEK8EoUcQgghhHglGpNDCCGEuJCMYSCzc54be8/3VlTJIYQQQohXopBDCCGEEK9EIYcQQgghXonG5BBCCCEuxDAMGDvH1Nh7vreiSg4hhBBCvBKFHEIIIYR4JQo5hBBCCPFKNCaHEEIIcSHGAWtXMVSyMIl+LIQQQgjxShRyCCGEEOKVKOQQQgghxCvRmBxCCCHEhWjtKuehSg4hhBBCvBKFHEIIIYR4JQo5hBBCCPFKFHIIIYQQF2IZBixr52bDmJz169cjLi4O/v7+SE5OxsGDB80ee/z4cTzwwAOIi4sDwzDIzs42Ombp0qXiOly6rUePHpL75UgUcgghhJAWZteuXUhPT0dmZiYKCgqQmJiI1NRUlJeXmzy+rq4O8fHxWLlyJaKiosy2e+utt6KkpETc9u7d66yPYBUKOYQQQkgLs3btWsyaNQtpaWlISEjAxo0bERgYiK1bt5o8/vbbb8drr72Ghx56CH5+fmbblcvliIqKErfw8HBnfQSreETIOXfuHGbOnIlOnTohICAAnTt3RmZmJlQqlau7RgghhLgNhUJhsCmVSqNjVCoVDh06hJSUFHEfy7JISUnBvn377Hr/M2fOICYmBvHx8ZgyZQouXLhgV3v28oiQc+rUKfA8j02bNuH48eNYt24dNm7ciBdeeMHVXSOEEELswjKO2QAgNjYWoaGh4paVlWX0fleuXAHHcYiMjDTYHxkZidLSUps/R3JyMrZv346cnBxs2LABRUVFGDJkCKqrq21u014eMRng6NGjMXr0aPH7+Ph4nD59Ghs2bMCaNWtc2DNCCCHEfRQXFyMkJET83tKtJUcbM2aM+HXv3r2RnJyMjh074j//+Q9mzpzZbP3Q5xEhx5Sqqiq0adPG4jFKpdKgVKdQKJzdLUIIIcRlQkJCDEKOKeHh4ZDJZCgrKzPYX1ZWZnFQsVStW7dGt27dUFhY6LA2pfKI21WNFRYW4q233sI///lPi8dlZWUZlO1iY2ObqYeEEEKIe/L19UW/fv2Qm5sr7uN5Hrm5uRgwYIDD3qempgZnz55FdHS0w9qUyqUhZ9GiRUbP1DfeTp06ZXDOpUuXMHr0aDz44IOYNWuWxfYXL16MqqoqcSsuLnbmxyGEEEIkYxnGIZsU6enp2LJlC3bs2IGTJ09i9uzZqK2tRVpaGgBg6tSpWLx4sXi8SqXCkSNHcOTIEahUKly6dAlHjhwxqNIsXLgQ+fn5OHfuHH799Vfcd999kMlkmDx5smN+UDZw6e2qBQsWYPr06RaPiY+PF7++fPkyRowYgYEDB2Lz5s1Ntu/n59es9yMJIYQQTzBp0iRUVFQgIyMDpaWl6NOnD3JycsTByBcuXADL3qyDXL58GX379hW/X7NmDdasWYNhw4YhLy8PAHDx4kVMnjwZV69eRbt27TB48GDs378f7dq1a9bPpo8RBEFw2btLcOnSJYwYMQL9+vXDBx98AJlMJrkNhUKB0NBQlF6pavKeJSGEkJZNoVAgKjwUVVXOuWborkmnzlcg2M72qxUK9OjYzml99VQeMfD40qVLGD58ODp27Ig1a9agoqJCfM2Rg6QIIYQQ4j08IuT88MMPKCwsRGFhITp06GDwmocUogghhBCTdOtP2dsGMeYRT1dNnz4dgiCY3AghhBBCTPGIkEMIIYQQIhWFHEIIIYR4JY8Yk0MIIYR4KxnDQCZxnhtTbRBjVMkhhBBCiFeikEMIIYQQr0QhhxBCCCFeicbkEEIIIS7EMNrN3jaIMarkEEIIIcQrUcghhBBCiFeikEMIIYQQr0RjcgghhBAXYlkGMlq7yimokkMIIYQQr0QhhxBCCCFeiUIOIYQQQrwSjckhhBBCXIhlGLB2TnRj7/neiio5hBBCCPFKFHIIIYQQ4pUo5BBCCCHEK9GYHEIIIcSFWFa72dsGMUY/FkIIIYR4JQo5hBBCCPFKFHIIIYQQ4pVoTA4hhBDiQjRPjvNQJYcQQgghXolCDiGEEEK8EoUcQgghhHglCjmEEEKIC+nG5Ni7SbV+/XrExcXB398fycnJOHjwoNljjx8/jgceeABxcXFgGAbZ2dl2t9kcKOQQQgghLcyuXbuQnp6OzMxMFBQUIDExEampqSgvLzd5fF1dHeLj47Fy5UpERUU5pM3mQCGHEEIIaWHWrl2LWbNmIS0tDQkJCdi4cSMCAwOxdetWk8fffvvteO211/DQQw/Bz8/PIW02hxb1CLkgCACA6mqFi3tCCCHE3emuFbprh7MoFPZfk3RtNG7Lz8/PKJSoVCocOnQIixcvFvexLIuUlBTs27fPpvd3RpuO0KJCTnV1NQCga6dYF/eEEEKIp6iurkZoaKjD2/X19UVUVBS6xTvmmhQUFITYWMO2MjMzsXTpUoN9V65cAcdxiIyMNNgfGRmJU6dO2fTezmjTEVpUyImJiUFxcTGCg4PBOHDiJIVCgdjYWBQXFyMkJMRh7TqbJ/ab+tx8PLHfnthnwDP73RL6LAgCqqurERMT45T++Pv7o6ioCCqVyiHtCYJgdG0zd2uppWhRIYdlWXTo0MFp7YeEhHjMX3Z9nthv6nPz8cR+e2KfAc/st7f32RkVHH3+/v7w9/d36ns0Fh4eDplMhrKyMoP9ZWVlZgcVu6JNR6CBx4QQQkgL4uvri379+iE3N1fcx/M8cnNzMWDAALdp0xFaVCWHEEIIIUB6ejqmTZuGpKQk9O/fH9nZ2aitrUVaWhoAYOrUqWjfvj2ysrIAaAcWnzhxQvz60qVLOHLkCIKCgtClSxer2nQFCjkO4Ofnh8zMTI+79+mJ/aY+Nx9P7Lcn9hnwzH5Tnz3bpEmTUFFRgYyMDJSWlqJPnz7IyckRBw5fuHABLHvzZs/ly5fRt29f8fs1a9ZgzZo1GDZsGPLy8qxq0xUYwdnPxhFCCCGEuACNySGEEEKIV6KQQwghhBCvRCGHEEIIIV6JQg4hhBBCvBKFHAc7d+4cZs6ciU6dOiEgIACdO3dGZmamw2a0dJZXXnkFAwcORGBgIFq3bu3q7pi1fv16xMXFwd/fH8nJyTh48KCru2TRnj17MHbsWMTExIBhGHz++eeu7pJFWVlZuP322xEcHIyIiAhMmDABp0+fdnW3mrRhwwb07t1bnORtwIAB+Pbbb13dLUlWrlwJhmEwf/58V3fFoqVLl4JhGIOtR48eru5Wky5duoRHHnkEbdu2RUBAAHr16oXff//d1d0iTkYhx8FOnToFnuexadMmHD9+HOvWrcPGjRvxwgsvuLprFqlUKjz44IOYPXu2q7ti1q5du5Ceno7MzEwUFBQgMTERqampKC8vd3XXzKqtrUViYiLWr1/v6q5YJT8/H3PmzMH+/fvxww8/QK1WY9SoUaitrXV11yzq0KEDVq5ciUOHDuH333/HnXfeifHjx+P48eOu7ppVfvvtN2zatAm9e/d2dVescuutt6KkpETc9u7d6+ouWXT9+nUMGjQIPj4++Pbbb3HixAm8/vrrCAsLc3XXiLMJxOlWr14tdOrUydXdsMq2bduE0NBQV3fDpP79+wtz5swRv+c4ToiJiRGysrJc2CvrARA+++wzV3dDkvLycgGAkJ+f7+quSBYWFia88847ru5Gk6qrq4WuXbsKP/zwgzBs2DDh6aefdnWXLMrMzBQSExNd3Q1Jnn/+eWHw4MGu7gZxAarkNIOqqiq0adPG1d3waCqVCocOHUJKSoq4j2VZpKSkYN++fS7smXerqqoCAI/688txHHbu3Ina2lqXTidvrTlz5uCee+4x+LPt7s6cOYOYmBjEx8djypQpuHDhgqu7ZNEXX3yBpKQkPPjgg4iIiEDfvn2xZcsWV3eLNAMKOU5WWFiIt956C//85z9d3RWPduXKFXAcZzRzZmRkJEpLS13UK+/G8zzmz5+PQYMG4bbbbnN1d5p07NgxBAUFwc/PD0888QQ+++wzJCQkuLpbFu3cuRMFBQXi1PmeIDk5Gdu3b0dOTg42bNiAoqIiDBkyBNXV1a7umll///03NmzYgK5du+K7777D7NmzMW/ePOzYscPVXSNORiHHSosWLTIabNd4O3XqlME5ly5dwujRo/Hggw9i1qxZHtFnQnTmzJmDP//8Ezt37nR1V6zSvXt3HDlyBAcOHMDs2bMxbdo0ca0dd1RcXIynn34a//73v5t9FWp7jBkzBg8++CB69+6N1NRUfPPNN6isrMR//vMfV3fNLJ7n8Y9//AOvvvoq+vbti8cffxyzZs3Cxo0bXd014mS0dpWVFixYgOnTp1s8Jj4+Xvz68uXLGDFiBAYOHIjNmzc7uXemSe2zOwsPD4dMJkNZWZnB/rKyMkRFRbmoV95r7ty5+Oqrr7Bnzx506NDB1d2xiq+vr7hQYL9+/fDbb7/hjTfewKZNm1zcM9MOHTqE8vJy/OMf/xD3cRyHPXv24O2334ZSqYRMJnNhD63TunVrdOvWDYWFha7uilnR0dFGVb2ePXvik08+cVGPSHOhkGOldu3aoV27dlYde+nSJYwYMQL9+vXDtm3bDBY5a05S+uzufH190a9fP+Tm5mLChAkAtP86y83Nxdy5c13bOS8iCAKeeuopfPbZZ8jLy0OnTp1c3SWb8TwPpVLp6m6YNXLkSBw7dsxgX1paGnr06IHnn3/eIwIOANTU1ODs2bN49NFHXd0VswYNGmQ0FcJff/2Fjh07uqhHpLlQyHGwS5cuYfjw4ejYsSPWrFmDiooK8TV3rjhcuHAB165dw4ULF8BxHI4cOQIA6NKlC4KCglzbuRvS09Mxbdo0JCUloX///sjOzkZtbS3S0tJc3TWzampqDP6FW1RUhCNHjqBNmza45ZZbXNgz0+bMmYMPP/wQu3fvRnBwsDjeKTQ0FAEBAS7unXmLFy/GmDFjcMstt6C6uhoffvgh8vLy8N1337m6a2YFBwcbjXVq1aoV2rZt69ZjoBYuXIixY8eiY8eOuHz5MjIzMyGTyTB58mRXd82sZ555BgMHDsSrr76KiRMn4uDBg9i8ebPLquykGbn68S5vs23bNgGAyc2dTZs2zWSff/rpJ1d3zcBbb70l3HLLLYKvr6/Qv39/Yf/+/a7ukkU//fSTyZ/rtGnTXN01k8z92d22bZuru2bRjBkzhI4dOwq+vr5Cu3bthJEjRwrff/+9q7slmSc8Qj5p0iQhOjpa8PX1Fdq3by9MmjRJKCwsdHW3mvTll18Kt912m+Dn5yf06NFD2Lx5s6u7RJoBIwiC0JyhihBCCCGkOdDTVYQQQgjxShRyCCGEEOKVKOQQQgghxCtRyCGEEEKIV6KQQwghhBCvRCGHEEIIIV6JQg4hhBBCvBKFHEIIIYR4JQo5hLgIwzD4/PPP7Wpj+/btaN26taRzzp07B4ZhxKU78vLywDAMKisr7eqLO4qLiwPDMM36+aZPny6+p73/fwkh9qGQQzyK/gXEx8cHkZGRuOuuu7B161bwPO/q7klSUlKCMWPGuLobGDhwIEpKShAaGtrksZ4YiJYvX27159NXX1+PVq1aobCwENu3bxf/3MlkMoSFhSE5ORnLly9HVVWVwXlvvPEGSkpKHPkRCCE2opBDPM7o0aNRUlKCc+fO4dtvv8WIESPw9NNP495774VGo3F196wWFRUFPz8/V3cDvr6+iIqKAsMwru6KUwQHB9v0+X744Qd07NgRXbp0AQCEhISgpKQEFy9exK+//orHH38c7733Hvr06YPLly+L54WGhrr1YryEtCQUcojH8fPzQ1RUFNq3b49//OMfeOGFF7B79258++232L59u3jchQsXMH78eAQFBSEkJAQTJ05EWVkZAKCqqgoymQy///47AIDnebRp0wZ33HGHeP4HH3yA2NhYADdv8Xz66acYMWIEAgMDkZiYiH379gEABEFAu3bt8N///lc8v0+fPoiOjha/37t3L/z8/FBXVwfA8HZVU+3rbN++HbfccgsCAwNx33334erVq03+vA4ePIi+ffvC398fSUlJOHz4sMHrjasz58+fx9ixYxEWFoZWrVrh1ltvxTfffINz585hxIgRAICwsDAwDIPp06cDAHJycjB48GC0bt0abdu2xb333ouzZ8+K72Ht5/vll18wfPhwBAYGIiwsDKmpqbh+/br4/ygrKwudOnVCQEAAEhMTDX7e1poxYwZ69+4NpVIJAFCpVOjbty+mTp1qcNzu3bsxbtw48XuGYRAVFYXo6Gj07NkTM2fOxK+//oqamho899xzkvtBCHE+CjnEK9x5551ITEzEp59+CkB7QRw/fjyuXbuG/Px8/PDDD/j7778xadIkANp/bffp0wd5eXkAgGPHjoFhGBw+fBg1NTUAgPz8fAwbNszgfV588UUsXLgQR44cQbdu3TB58mRoNBowDIOhQ4eK7V2/fh0nT55EfX09Tp06JbZ3++23IzAw0OznMNc+ABw4cAAzZ87E3LlzceTIEYwYMQIvv/yyxZ9LTU0N7r33XiQkJODQoUNYunQpFi5caPGcOXPmQKlUYs+ePTh27BhWrVqFoKAgxMbG4pNPPgEAnD59GiUlJXjjjTcAALW1tUhPT8fvv/+O3NxcsCyL++67z+gWoqXPd+TIEYwcORIJCQnYt28f9u7di7Fjx4LjOABAVlYW3nvvPWzcuBHHjx/HM888g0ceeQT5+fkWP09jb775Jmpra7Fo0SKxT5WVlXj77bfFY3iex1dffYXx48dbbCsiIgJTpkzBF198IfaTEOJGXLwKOiGSTJs2TRg/frzJ1yZNmiT07NlTEARB+P777wWZTCZcuHBBfP348eMCAOHgwYOCIAhCenq6cM899wiCIAjZ2dnCpEmThMTEROHbb78VBEEQunTpImzevFkQBEEoKioSAAjvvPOOUXsnT54UBEEQ3nzzTeHWW28VBEEQPv/8cyE5OVkYP368sGHDBkEQBCElJUV44YUXxPMBCJ999pnV7U+ePFm4++67jT5zaGio2Z/Xpk2bhLZt2wr19fXivg0bNggAhMOHDwuCIAg//fSTAEC4fv26IAiC0KtXL2Hp0qUm22t8rDkVFRUCAOHYsWOSPt+gQYNMttfQ0CAEBgYKv/76q8H+mTNnCpMnTzbbj44dOwrr1q0z2v/rr78KPj4+wpIlSwS5XC78/PPPBq//8ssvQkREhMBxnCAIgrBt2zazP2fdz7OsrMxgv/7/X0KIa1Alh3gNQRDEcRcnT55EbGyseLsJABISEtC6dWucPHkSADBs2DDs3bsXHMchPz8fw4cPx/Dhw5GXl4fLly+jsLAQw4cPN3iP3r17i1/rbkWVl5eL7Z04cQIVFRVG7anVavz6669G7TVmqf2TJ08iOTnZ4PgBAwZYbO/kyZPo3bs3/P39rT5n3rx5ePnllzFo0CBkZmbi6NGjFo8HgDNnzmDy5MmIj49HSEgI4uLiAGhvGeqz9Pl0lRxTCgsLUVdXh7vuugtBQUHi9t577xncFrPWgAEDsHDhQqxYsQILFizA4MGDDV7fvXs37r33XrBs078iBUEAAK8d00SIJ6OQQ7zGyZMn0alTJ6uPHzp0KKqrq1FQUIA9e/YYhJL8/HzExMSga9euBuf4+PiIX+suarpbMr169UKbNm2Qn59vEHLy8/Px22+/Qa1WY+DAgRb7ZKn95vLYY4/h77//xqOPPopjx44hKSkJb731lsVzxo4di2vXrmHLli04cOAADhw4AEA73kWfpc8XEBBgtn3dLcSvv/4aR44cEbcTJ07YNC6H53n88ssvkMlkKCwsNHr9iy++MBiPY8nJkycREhKCtm3bSu4HIcS5KOQQr/Djjz/i2LFjeOCBBwAAPXv2RHFxMYqLi8VjTpw4gcrKSiQkJAAAWrdujd69e+Ptt9+Gj48PevTogaFDh+Lw4cP46quvjMbjNIVhGAwZMgS7d+/G8ePHMXjwYHGA66ZNm5CUlIRWrVrZ/Bl79uwphged/fv3N3nO0aNH0dDQYPU5ABAbG4snnngCn376KRYsWIAtW7YA0D6JBcBg/MnVq1dx+vRpvPTSSxg5ciR69uwpDhaWonfv3sjNzTX5WkJCAvz8/HDhwgV06dLFYNOv1lnrtddew6lTp5Cfn4+cnBxs27ZNfO3MmTM4f/487rrrribbKS8vx4cffogJEyZYVfUhhDQv+ltJPI5SqURpaSkuXbqEgoICvPrqqxg/fjzuvfde8QmZlJQU9OrVC1OmTEFBQQEOHjyIqVOnYtiwYUhKShLbGj58OP7973+LgaZNmzbo2bMndu3aJTnk6Nr76KOP0KdPHwQFBYFlWQwdOtTgPWw1b9485OTkYM2aNThz5gzefvtt5OTkWDzn4YcfBsMwmDVrFk6cOIFvvvkGa9assXjO/Pnz8d1336GoqAgFBQX46aef0LNnTwBAx44dwTAMvvrqK1RUVKCmpgZhYWFo27YtNm/ejMLCQvz4449IT0+X/PkWL16M3377DU8++SSOHj2KU6dOYcOGDbhy5QqCg4OxcOFCPPPMM9ixYwfOnj2LgoICvPXWW9ixY4ek9zl8+DAyMjLwzjvvYNCgQVi7di2efvpp/P333wC0t6pSUlKMBogLgoDS0lKUlJTg5MmT2Lp1KwYOHIjQ0FCsXLlS8uclhDgfhRzicXJychAdHY24uDiMHj0aP/30E958803s3r0bMpkMgLaqsnv3boSFhWHo0KFISUlBfHw8du3aZdDWsGHDwHGcwViZ4cOHG+2zlqPb03fHHXdgy5YteOONN5CYmIjvv/8eL730ksVzgoKC8OWXX+LYsWPo27cvXnzxRaxatcriORzHYc6cOejZsydGjx6Nbt264V//+hcAoH379li2bBkWLVqEyMhIzJ07FyzLYufOnTh06BBuu+02PPPMM3jttdckf75u3brh+++/xx9//IH+/ftjwIAB2L17N+RyOQBgxYoVWLJkCbKyssS+ff3115JuUTY0NOCRRx7B9OnTMXbsWADA448/jhEjRuDRRx8Fx3FGj47rKBQKREdHo3379hgwYAA2bdqEadOm4fDhwwZTBRBC3Acj6EbNEUKIl4mLi8P8+fMxf/58q46/cuUKoqOjcfHiRURGRtr13gzD4LPPPsOECRPsaocQYjuq5BBCvNrzzz+PoKAgo+UXTLl27RrWrl1rV8B54oknEBQUZPP5hBDHoUoOIcRrnT9/Hmq1GgAQHx/fLIODy8vLoVAoAGgfk7dnsDkhxD4UcgghhBDileh2FSGEEEK8EoUcQgghhHglCjmEEEII8UoUcgghhBDilSjkEEIIIcQrUcghhBBCiFeikEMIIYQQr0QhhxBCCCFe6f8B6UDTQUWnMw8AAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.turbulence_models import STF2005TurbulenceModel\n", "plot_turb_map(STF2005TurbulenceModel())" ] }, { "cell_type": "markdown", "id": "cbfac9c9", "metadata": {}, "source": [ "### STF2017TurbulenceModel\n", "\n", "Steen Frandsen model implemented according to IEC61400-1, 2017 and weight according to Steen Frandsen's [thesis](https://orbit.dtu.dk/en/publications/turbulence-and-turbulence-generated-structural-loading-in-wind-tu)." ] }, { "cell_type": "code", "execution_count": 5, "id": "f8135e36", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.turbulence_models import STF2017TurbulenceModel\n", "plot_turb_map(STF2017TurbulenceModel())" ] }, { "cell_type": "markdown", "id": "f25d854f", "metadata": {}, "source": [ "**STF20XXTurbulenceModel with IEC-based spread angle**\n", "\n", "The `STF2005TurbulenceModel` and `STF2017TurbulenceModel` take a `weight_function` input which defaults to the bell-shaped `FrandsenWeight` defined in Steen Frandsen's thesis. As an alternative the `IECWeight` applies the full added turbulence in a 21.6$^\\circ$ spread angle up to 10 diameter downstream. \n", "\n", "Note, this is a debatable interpretation of the IEC standard which includes a 6% contribution from neighbouring wind turbines when calculating the omni-directional effective turbulence intensity. These 6% maps to a spread angle of 360$^\\circ\\cdot$ 6% = 21.6$^\\circ$.\n", "\n", "Note, the IEC standard includes more concepts which is not implemented in PyWake." ] }, { "cell_type": "code", "execution_count": 6, "id": "aa5eaa9c", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.turbulence_models import STF2017TurbulenceModel, IECWeight\n", "from py_wake.superposition_models import SqrMaxSum\n", "plot_turb_map(STF2017TurbulenceModel(addedTurbulenceSuperpositionModel=SqrMaxSum(), \n", " weight_function=IECWeight(distance_limit=10)))" ] }, { "cell_type": "markdown", "id": "e42dc317", "metadata": {}, "source": [ "### GCLTurbulence\n", "\n", "Gunner Chr. Larsen model implemented according to:\n", " \n", "Pierik, J. T. G., Dekker, J. W. M., Braam, H., Bulder, B. H., Winkelaar, D., Larsen, G. C., Morfiadakis, E., Chaviaropoulos, P., Derrick, A., & Molly, J. P. (1999). European wind turbine standards II (EWTS-II). In E. L. Petersen, P. Hjuler Jensen, K. Rave, P. Helm, & H. Ehmann (Eds.), Wind energy for the next millennium. Proceedings (pp. 568-571). James and James Science Publishers." ] }, { "cell_type": "code", "execution_count": 7, "id": "39ef56e5", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.turbulence_models import GCLTurbulence\n", "plot_turb_map(GCLTurbulence())" ] }, { "cell_type": "markdown", "id": "3e1331e4", "metadata": {}, "source": [ "### CrespoHernandez\n", "\n", "Implemented according to: A. Crespo and J. Hernández, Turbulence characteristics in wind-turbine wakes, J. of Wind Eng. and Industrial Aero. 61 (1996) 71-85." ] }, { "cell_type": "code", "execution_count": 8, "id": "331f3dc1", "metadata": {}, "outputs": [ { "data": { "image/png": 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VcHd3h5mZGfz9/XHu3Lly6xYVFWH+/Pl45ZVXYGZmBi8vL0RHRyvVWbNmDdq2bQtra2tYW1sjICAAhw4dqjCGy5cvq30UFxerdZ/s0SEiIqplduzYgbCwMKxduxb+/v6IjIxEUFAQrl27hvr165eq/9lnn2Hr1q3YsGEDmjdvjsOHD+Ott97C6dOn0a5dOwBAw4YNsXjxYjRp0gSCIGDLli0YMGAALl26hFatWpUZh7e3N0QiEQRBUClusViMf/75Bx4eHirfq0hQtXUDIJVKYWNjg/TsHFhbW+s7HCIiqsakUimc6tkgJ6dyvjNKvpNcxmyD2MRCq7bkhY9x79vhKsfq7++P9u3bY9WqVc/Ol8vh6uqKDz/8EDNmzChV38XFBbNmzcKECRMUZW+//TbMzc2xdevWcq9jb2+PJUuWIDQ0tMzPxWIxzp07BwcHh5fGLAgCWrdujcuXL6uV6LBHh4iIyEBIpVKl96ampjA1NVUqKywsxMWLFzFz5kxFmVgsRmBgIOLi4spst6CgAGZmZkpl5ubmOHnyZJn1ZTIZdu7cifz8fAQEBJQbb5cuXeDp6QlbW9uKbkuhc+fOMDc3V6luCY7RISIi0iOJRAKJkZbHv4ORXV1dYWNjozgiIiJKXS87OxsymQyOjo5K5Y6OjkhPTy8zxqCgICxbtgzXr1+HXC7HkSNHsHv3bqSlpSnVS0xMhKWlJUxNTTFu3Djs2bMHLVu2LPfejx49qnKSAwAHDx6Es7OzyvUB9ugQEREZjJSUFKVHVy/25mhqxYoVGDt2LJo3bw6RSIRXXnkFISEh2LRpk1K9Zs2aISEhATk5Ofjpp58QHByM2NjYCpOdspw6dQq+vr46iZ89OkRERAaiZMZTyVFWolCvXj1IJBJkZGQolWdkZMDJyanMdh0cHLB3717k5+fj9u3buHr1KiwtLUuNlTExMYGnpyd8fHwQEREBLy8vrFixQu376N27N1JTU9U+ryxMdIiIiGoRExMT+Pj4ICYmRlEml8sRExNT4XgaADAzM0ODBg1QXFyMXbt2YcCAARXWl8vlKCgoUDtGXc6T4qMrIiKiWiYsLAzBwcHw9fWFn58fIiMjkZ+fj5CQEADAyJEj0aBBA8UYn7NnzyI1NRXe3t5ITU3F3LlzIZfL8fHHHyvanDlzJnr37o1GjRohNzcX27Ztw7Fjx3D48GG93GMJJjpERER6JJaIIZZo+YBFzfOHDh2KrKwszJkzB+np6fD29kZ0dLRigPKdO3cgFv+vzadPn+Kzzz7DzZs3YWlpiT59+uD7779XGkicmZmJkSNHIi0tDTY2Nmjbti0OHz6MHj16qH0769atKzVYWlNcR4eIiKgMVbWOjtsHOyE21XIdnYLHuP3N4EqLtSbjGB0iIiLSi0GDBpVa+6ciI0aMQGZmplrX4KMrIiIi0ot9+/YhKytLpbqCIODnn3/GggULytymojxMdIiIiEgvBEFA06ZNK/UaTHSIiIj0SGIkgsRIu5EkMplIR9FUraNHj6p9ToMGDdSqz0SHiIiI9KJLly6Vfg0ORiYiIiKDxUSHiIiIDBYfXRERET1HJheU/ks1m0qJjr29vVqNikQixMfHw83NTaOgiIiI9KFIJkdhsRwAUFAkq5JrGhmJtR6MLJLxAU15VEp0Hj16hMjISNjY2Ly0riAI+OCDDyCTVc0fECIioooUyeQq1ZPJBfbi6FF4eDhGjx6t804SlR9dvfPOOyov0PPhhx9qHBAREZGuPC2SMXmpIfbt24eFCxeiS5cuCA0Nxdtvvw1TU1Ot21Wpr0sul6u1CmFubi48PDw0DoqIiKgsMrmAIplcpYNJTs2SkJCA8+fPo1WrVpg8eTKcnJwwfvx4nD9/Xqt2+VCPiIhqhJIk50mhTKWjsFjORKeGadeuHb7++mvcu3cPGzduxN27d9GpUye0bdsWK1asQE5Ojtptqj3r6vfff8fu3btx69YtiEQiNG7cGP/5z3/QuXNntS9OREQE/C+JeZmSgcKGhIORSxMEAUVFRSgsLIQgCLCzs8OqVaswe/ZsbNiwAUOHDlW5LbV+MuPGjUNgYCB+/PFH3L9/H1lZWfjhhx/QrVu3KhmXc/z4cfTr1w8uLi4QiUTYu3dvpV+TiIg0UzK4V5WjZLbTyw4ybBcvXsTEiRPh7OyMqVOnol27drhy5QpiY2Nx/fp1LFy4EJMmTVKrTZUTnT179mDz5s3YtGkTsrOzERcXhzNnziArKwsbNmzA+vXrsX//frVvSh35+fnw8vLC6tWrK/U6RESkHXXG0jw/pZtqrzZt2qBDhw5ITk7Gxo0bkZKSgsWLF8PT01NRZ9iwYSrvdl5C5UdXmzdvRlhYGEaNGqVULhaLMXr0aFy7dg0bN25E//791QpAHb1790bv3r0rrX0iIiqfOuNdOBCY1DVkyBCMHj26wk0769WrB7lcvaRY5R6d+Ph4vPXWW+V+PmjQIFy8eFGti1e2goICSKVSpYOIiNTH2U5U2UrG4rzoyZMnmD9/vsbtqpzoZGdno2HDhuV+3rBhQ9y/f1/jQCpDREQEbGxsFIerq6u+QyIiqnZUGT/ztEim0hgaznQiTc2bNw95eXmlyh8/fox58+Zp3K7Kj64KCwthbGxcfkNGRigsLNQ4kMowc+ZMhIWFKd5LpVImO0REz1F1fAyTl8ojEYshkWg5a0pc82ddCYIAkUhUqvyPP/5Qeyuq56k1vXz27NmwsLAo87PHjx9rHERlMTU11cmqikRENYmqWx4AYA8M6Z2dnR1EIhFEIhGaNm2qlOzIZDLk5eVh3LhxGrevcqLTuXNnXLt27aV1iIhIf9SZwcQEh6qDyMhICIKA0aNHY968eUr7apqYmMDd3R0BAQEat69yonPs2DGNL6IreXl5SEpKUrxPTk5GQkIC7O3t0ahRIz1GRkRUedTpoXlSyA2VqWYJDg4GADRu3BgdO3ascJiMJtTq0RkwYAD69++PJk2a6DQIVV24cAHdunVTvC8ZfxMcHIyoqCi9xEREVJlKBgETGSKpVApra2sAz7Z/ePLkCZ48eVJm3ZJ66lI50QkNDcX+/fsxd+5cNGzYEP3790f//v3RsWPHMgcPVYauXbtCENjVSkQ129Mi1XtdmOQYPp1sAaHl+fpiZ2eHtLQ01K9fH7a2tmXmEyWDlGUyzXorVU50goODERwcjIKCAsTExGDfvn0YPHgwZDIZ+vbti/79+yMoKAjm5uYaBUJEVBuU9NDIBQHiKvolkai6+v333xUzqo4ePVop1xAJWnaRnD17Fvv378f+/ftx48YNvPHGG5g5cyY6deqkqxh1RiqVwsbGBunZORp3gRERlUeVnprn6zDRqRoSsWY/51ypFB4N6iInp3K+M0q+k9p99gskZnW0akv2NB+XPn+z0mKtybTu6/L398fChQuRmJiIxMREdO/eHWlpabqIjYhI71TdlPJpkUylg4jKFh0djZMnTyrer169Gt7e3hg+fDgePnyocbtqJzrBwcE4fvx4mZ+98sormDp1Kv7zn/9oHBARUXUgkwvILyhWOYFhEkOknY8++kixVVNiYiLCwsLQp08fJCcnKy3+qy61FgwEgJycHAQGBsLNzQ0hISEIDg6ucAMuIqLqQt1NKdWZ1k2kKbFEBIlEu8eYgpbnVwfJyclo2bIlAGDXrl3o168fFi1ahPj4ePTp00fjdtXu0dm7dy9SU1Mxfvx47NixA+7u7ujduzd++uknFBUVaRwIEVFlUufxEpMcqg1Wr14Nd3d3mJmZwd/fH+fOnauwfmRkJJo1awZzc3O4urpi6tSpePr0qeLz48ePo1+/fnBxcYFIJMLevXvVisfExESxy8Jvv/2Gnj17AgDs7e212pRbozE6Dg4OCAsLwx9//IGzZ8/C09MT7733HlxcXDB16lRcv35d44CIiNSlys7aJcmLqgeRIduxYwfCwsIQHh6O+Ph4eHl5ISgoCJmZmWXW37ZtG2bMmIHw8HBcuXIFGzduxI4dO/Dpp58q6uTn58PLywurV6/WKKbXXnsNYWFhWLBgAc6dO4e+ffsCAP75558KNxV/Ga0GI6elpeHIkSM4cuQIJBIJ+vTpg8TERLRs2RLLly/XpmkiIpWUjKV5Uiir8GDyQvQ/y5Ytw9ixYxESEoKWLVti7dq1sLCwwKZNm8qsf/r0aXTq1AnDhw+Hu7s7evbsiWHDhin1AvXu3Ruff/453nrrLY1iWrVqFYyMjPDTTz9hzZo1imExhw4dQq9evTRqE9BgjE5RURH279+PzZs349dff0Xbtm0xZcoUDB8+XDGlbc+ePRg9ejSmTp2qcWBEVHupu+WBnAuJEgFAqUc8ZW1uXVhYiIsXL2LmzJmKMrFYjMDAQMTFxZXZbseOHbF161acO3cOfn5+uHnzJg4ePIj33ntPZ7E3atQIv/zyS6lybTtO1E50nJ2dIZfLFZmct7d3qTrdunWDra2tVoERUe1UJJNXmLy8uPYMkxyq6YyMxDDSdmXjf893dXVVKg4PD8fcuXOVyrKzsyGTyeDo6KhU7ujoiKtXr5bZ/PDhw5GdnY3XXnsNgiCguLgY48aNU3p0pQtyuRxJSUnIzMyEXK78C4+mG4ernegsX74cgwcPhpmZWbl1bG1tkZycrFFARGR4imRylWc8FRaXPUamZNE3JjZE5UtJSVFaMPDF3hxNHTt2DIsWLcI333wDf39/JCUlYfLkyViwYAFmz56tk2ucOXMGw4cPx+3bt0tt91QlW0CU0GU3FREZviKZHPkFxSrXV2cKOBEps7a2funKyPXq1YNEIkFGRoZSeUZGBpycnMo8Z/bs2XjvvfcwZswYAECbNm2Qn5+P999/H7NmzYJYrP1eW+PGjYOvry8OHDgAZ2dnne2jqVJkgwYNUmtq14gRI8oduU1ENZ8607TzC4pVXl2YSQ5R5TMxMYGPjw9iYmIUZXK5HDExMQgICCjznMePH5dKZiQSCQDobLPt69evY9GiRWjRogVsbW1hY2OjdGhKpR6dffv2ISsrS6UGBUHAzz//jAULFqB+/foaB0ZE1VNJ8kJENVdYWBiCg4Ph6+sLPz8/REZGIj8/HyEhIQCAkSNHokGDBoiIiAAA9OvXD8uWLUO7du0Uj65mz56Nfv36KRKevLw8JCUlKa6RnJyMhIQE2Nvbo1GjRi+NqaRdT09Pnd6rSomOIAho2rSpTi9MRNXP0yLZS3tVuNUBkW5JJGJIJNo9+hHUPH/o0KHIysrCnDlzkJ6eDm9vb0RHRysGKN+5c0epB+ezzz6DSCTCZ599htTUVDg4OKBfv35YuHChos6FCxfQrVs3xfuSbRuCg4MRFRX10pg+/PBDTJs2Denp6WjTpg2MjY2VPm/btq1a91hCpd3LY2Nj1W64Q4cOOhsEpSvcvZxqI1UfB5U8aiprZreW/wbrhKY7UFdn3L28alT33cs7LjoMIy13Ly9+mo/TnwbV6N3LyxrnIxKJIAhC5Q9G7tKli0aNE5F+lYyPUcXTIi6oR0T6U1mztdWedUVE+lXeYnov9g48G0vDx0xEVDO4ublVSrvVoEOaiFQlfVKE/ILiMo/cp0VKB5McIqppvv/+e3Tq1AkuLi64ffs2gGebie7bt0/jNpnoEFUDqmxK+SzJkeFJobzco7BYUBxEVDMYScSK1ZE1PqrDQDotrVmzBmFhYejTpw8ePXqkGJNja2uLyMhIjdut+T8ZohpOJheQ+7QI0icVH+yhISJDtnLlSmzYsAGzZs1STFkHAF9fXyQmJmrcrkZjdIqLi3Hs2DHcuHEDw4cPh5WVFe7duwdra2tYWlpqHAyRoSjpoVHFi2NpOBOHiGqj5ORktGvXrlS5qakp8vPzNW5X7R6d27dvo02bNhgwYAAmTJigWEjwiy++wPTp0zUOhKi6OHjgF3i1aoY2LZtg86Zv1T6/SCbHo8eFeJhfVO4hfVKsONhTQ0QENG7cGAkJCaXKo6Oj0aJFC43bVbtHZ/LkyfD19cUff/yBunXrKsrfeustjB07VuNAiKqD4uJizPgoDIeOHIWNjQ06+fug/4C3YG1rhyeF5Sckz6/T8WIPTVlreMhlHENDRPS8sLAwTJgwAU+fPoUgCDh37hx+/PFHRERE4Ntv1f+ls4Taic6JEydw+vRpmJiYKJW7u7sjNTVV40CIqoML58+hRctWaNCgAQCgZ6/eiI6Oxht9367wUdTzyQz3ayIidRhJdDCY2AAGI48ZMwbm5ub47LPP8PjxYwwfPhwuLi5YsWIF3nnnHY3bVTvRkcvlZa5OePfuXVhZWWkcCFFVyi8oLnMrg6Rbd1DX0QmPHhcCAOwcHHHj1h10qmDbA7FYxOSGiEgHRowYgREjRuDx48fIy8vTyZ6ZaqeAPXv2VJrmJRKJkJeXh/DwcPTp00frgIgqW35BMbKkBch87rifV4j7eYXIeVyEJ4Uy3M8txP3cQjwukKGoWM5Ehoiokr3xxht49OgRAMDCwkKR5EilUrzxxhsat6t2j87SpUsRFBSEli1b4unTpxg+fDiuX7+OevXq4ccff9Q4ECJdePS4ENIn/9tZ+/lHSiWzmR4XFKOwnMdQDo7OyExPU7zPTE9Day+fSoqWiIhKHDt2DIWFhaXKnz59ihMnTmjcrtqJTsOGDfHHH39gx44d+OOPP5CXl4fQ0FCMGDEC5ubmGgdCpCrpkyJIxCJFElPyX+mTIqTcfwJpYRGM/90czkgsUrwuSXRK6pexfxxae/sg6drfyEi7Bytra5w8+iv+O/njyr4lIqJa6/Lly4rXf//9N9LT0xXvZTIZoqOjFeMmNaHROjpGRkaK52hEVWnXxRvYdvY2Alo1Qpv6lrA3M4GpRAKJWARpQRGK5NptTGlkZIRpny1C6NA+kMsFhIyfDFu7ui8/kYhIQ0YSEYy1Hoxcc9ff8vb2hkgkgkgkKvMRlbm5OVauXKlx+2onOhEREXB0dMTo0aOVyjdt2oSsrCx88sknGgdDVJG4G/fxXoAnAODUsO/Q7Y0W8HG3ha25BHZmxjAzksBIJIK5keQlLVWsa88+6B7UVxchExHRSyQnJ0MQBHh4eODcuXNwcHBQfGZiYoL69esrrZSsLrUTnXXr1mHbtm2lylu1aoV33nmHiQ4RERGprGTXcrmWPfLlUTvRSU9Ph7Ozc6lyBwcHpKWllXEGERER0ctdv34dR48eRWZmZqnEZ86cORq1qXai4+rqilOnTqFx48ZK5adOnYKLi4tGQRAREVHttmHDBowfPx716tWDk5MTRM/t+ycSiaou0Rk7diymTJmCoqIixaChmJgYfPzxx5g2bZpGQRAREdVWRhIRjLQcTCzU4MHIJT7//HMsXLhQ50Ng1E50PvroI9y/fx8ffPCBYr67mZkZPvnkE8ycOVOnwREREVHt8PDhQwwePFjn7ao9n00kEuGLL75AVlYWzpw5gz/++AMPHjzQuEuJiIiIaPDgwfj111913q5G6+gAgKWlJdq3b6/LWIiIiKiW8vT0xOzZs3HmzBm0adMGxsbGSp9PmjRJo3bVTnTy8/OxePFixMTElDkq+ubNmxoFQkRERLXX+vXrYWlpidjYWMTGxip9JhKJqi7RGTNmDGJjY/Hee+/B2dlZaVQ0ERERqcfYSAxjIy1XRtb2/GogOTm5UtpVO9E5dOgQDhw4gE6dOlVGPEREREQ6o3aiY2dnB3t7+8qIhYiIiGqRsLAwLFiwAHXq1EFYWFiFdZctW6bRNdROdBYsWIA5c+Zgy5YtsLCw0OiiRERERJcuXUJRUZHidXm0GSajdqKzdOlS3LhxA46OjnB3dy81Kjo+Pl7jYIiIiKj2OHr0aJmvdUntRGfgwIGVEAYREVHtZCQWw0is3WBiQcvzDZnaiU54eHhlxEFERERVaPXq1ViyZAnS09Ph5eWFlStXws/Pr9z6jx49wqxZs7B79248ePAAbm5uiIyMRJ8+fQAAubm5mD17Nvbs2YPMzEy0a9cOK1as0Puae0wBiYiIapkdO3YgLCwM4eHhiI+Ph5eXF4KCgpCZmVlm/cLCQvTo0QO3bt3CTz/9hGvXrmHDhg1o0KCBos6YMWNw5MgRfP/990hMTETPnj0RGBiI1NTUqrqtMqmd6MhkMnz11Vfw8/ODk5MT7O3tlQ4iIiKq3pYtW4axY8ciJCQELVu2xNq1a2FhYYFNmzaVWX/Tpk148OAB9u7di06dOsHd3R1dunSBl5cXAODJkyfYtWsXvvzyS3Tu3Bmenp6YO3cuPD09sWbNmqq8tVLUTnTmzZuHZcuWYejQocjJyUFYWBgGDRoEsViMuXPnVkKIREREpAqpVKp0FBQUlKpTWFiIixcvIjAwUFEmFosRGBiIuLi4Mtvdv38/AgICMGHCBDg6OqJ169ZYtGgRZDIZAKC4uBgymQxmZmZK55mbm+PkyZM6vEP1qZ3o/PDDD9iwYQOmTZsGIyMjDBs2DN9++y3mzJmDM2fOVEaMREREBstIIlasjqzpYSR59nXu6uoKGxsbxREREVHqetnZ2ZDJZHB0dFQqd3R0RHp6epkx3rx5Ez/99BNkMhkOHjyI2bNnY+nSpfj8888BAFZWVggICMCCBQtw7949yGQybN26FXFxcUhLS1P5Z/H999+jU6dOcHFxwe3btwEAkZGR2Ldvn8ptvEjtRCc9PR1t2rQB8Gxjz5ycHADAm2++iQMHDmgcCBEREWknJSUFOTk5imPmzJk6aVcul6N+/fpYv349fHx8MHToUMyaNQtr165V1Pn+++8hCAIaNGgAU1NTfP311xg2bBjEKs4IW7NmDcLCwtCnTx88evRI0Vtka2uLyMhIjWNXO9Fp2LChIjt75ZVXFFuqnz9/HqamphoHQkRERNqxtrZWOsr6Xq5Xrx4kEgkyMjKUyjMyMuDk5FRmu87OzmjatCkkEomirEWLFkhPT0dhYSGAZzlBbGws8vLykJKSgnPnzqGoqAgeHh4qxb5y5Ups2LABs2bNUrqOr68vEhMTVWqjLGonOm+99RZiYmIAAB9++CFmz56NJk2aYOTIkRg9erTGgRAREVHlMzExgY+Pj+K7HHjWYxMTE4OAgIAyz+nUqROSkpIgl8sVZf/88w+cnZ1hYmKiVLdOnTpwdnbGw4cPcfjwYQwYMECluJKTk9GuXbtS5aampsjPz1epjbKovY7O4sWLFa+HDh0KNzc3nD59Gk2aNEG/fv00DoSIiIiqRlhYGIKDg+Hr6ws/Pz9ERkYiPz8fISEhAICRI0eiQYMGijE+48ePx6pVqzB58mR8+OGHuH79OhYtWoRJkyYp2jx8+DAEQUCzZs2QlJSEjz76CM2bN1e0+TKNGzdGQkIC3NzclMqjo6PRokULje9V7UTn+PHj6NixI4yMnp3aoUMHdOjQAcXFxTh+/Dg6d+6scTBERES1jZFYBCOx5ns5AYBczfOHDh2KrKwszJkzB+np6fD29kZ0dLRigPKdO3eUxta4urri8OHDmDp1Ktq2bYsGDRpg8uTJ+OSTTxR1SsYE3b17F/b29nj77bexcOHCUltFlScsLAwTJkzA06dPIQgCzp07hx9//BERERH49ttv1bq/54kEQRDUOUEikSAtLQ3169dXKr9//z7q16+vGDxUHUmlUtjY2CA9OwfW1tb6DofUFHfjPrq3qAcAsB72Hbq90QI+7rawNZfAzswYZkYSGIlEMDeSwPjfv6BGYpHitfjfTeEk//6D8Pz4OMkL/0hIythA7sU6JcQv+QemvPPKI9Zi8zp1r6V6u5XSrJoxVM696ZM2/69JdZr+2cmVSuHRoC5ycirnO6PkO2nExtMwsbDUqq3Cx3n4IbRjpcVaVX744QfMnTsXN27cAAC4uLhg3rx5CA0N1bhNtXt0BEEocxfR+/fvo06dOhoHQkRERLXbiBEjMGLECDx+/Bh5eXmlOlU0oXKiM2jQIADPtkofNWqU0khumUyGy5cvo2PHjloHRERERLVPcnIyiouL0aRJE1hYWMDCwgIAcP36dRgbG8Pd3V2jdlXukC5ZfEgQBFhZWSktSOTk5IT3338fW7du1SgIIiIiqt1GjRqF06dPlyo/e/YsRo0apXG7KvfobN68GQDg7u6O6dOn8zEVERGRDpSsbqwNQcvzq4NLly6hU6dOpco7dOiAiRMnatyu2j+Zjz/+WGmMzu3btxEZGalYOJCIiIhIXSKRCLm5uaXKc3JytJropHaiM2DAAHz33XcAgEePHsHPzw9Lly7FgAED9L5DKREREdVMnTt3RkREhFJSI5PJEBERgddee03jdtWedRUfH4/ly5cDAH766Sc4OTnh0qVL2LVrF+bMmYPx48drHAwRERHVTl988QU6d+6MZs2a4fXXXwcAnDhxAlKpFL///rvG7ardo/P48WNYWVkBAH799VcMGjQIYrEYHTp0UOw0WplWr14Nd3d3mJmZwd/fH+fOnav0axIREVHlatmyJS5fvowhQ4YgMzMTubm5GDlyJK5evYrWrVtr3K7aPTqenp7Yu3cv3nrrLcUqiQCQmZlZ6YsU7dixA2FhYVi7di38/f0RGRmJoKAgXLt2TSdz7anmkD9+oO8QiIh0wkgihpGWq3LKq8Oqnjrg4uKCRYsW6bRNtROdOXPmYPjw4Zg6dSq6d++u2ADs119/LXMzLl1atmwZxo4dq9g3Y+3atThw4AA2bdqEGTNmVOq1Sf8O/vS/5Qvy9k3FbZtZ8HEP1mNERESkS48ePcK5c+eQmZmptIEo8Gz/LU2onej85z//wWuvvYa0tDR4eXkpyrt374633npLoyBUUVhYiIsXL2LmzJmKMrFYjMDAQMTFxZV5TkFBAQoKChTvpVJppcVHlevu3btYHh72XImAP7YuQvdePWHbqKHe4iIiIt34+eefMWLECOTl5cHa2lpphrdIJNI40dGor8vJyQnt2rVT2vDLz88PzZs31ygIVWRnZ0Mmkyk2HCvh6OiI9PT0Ms+JiIhQWtjQ1dW10uKjynUj6Xqp7F6Qy/Hg3h09RURERLo0bdo0jB49Gnl5eXj06BEePnyoOB480Hy4gko9OoMGDUJUVBSsra0VW0GUZ/fu3RoHo2szZ85EWNj/egGkUimTnRrqFc8mEIvFSsmOSCyGvUsjPUZFRES6kpqaikmTJim2ftAVlRIdGxsbRReSjY2NTgNQVb169SCRSJCRkaFUnpGRAScnpzLPMTU1VdqTi2quhg0bYuq8ZVg6e8qzApEYXu9+ChsHZ73GRUSkLROJCKYSLXey1/b8aiAoKAgXLlyAh4eHTttVKdEp2f7hxddVycTEBD4+PoiJicHAgQMBAHK5HDExMVotDU01R5//vKtIdCz7L4Pb66WXCiciopqpb9+++Oijj/D333+jTZs2MDY2Vvq8f//+GrWr9mBkfQoLC0NwcDB8fX3h5+eHyMhI5OfnK2ZhUe0htrDXdwhERKRDY8eOBQDMnz+/1GcikUjjbSBUSnTatWunNPq5IvHx8RoFooqhQ4ciKysLc+bMQXp6Ory9vREdHV1qgDIRERHVLC9OONEVlRKdkkdFAPD06VN88803aNmypWINnTNnzuCvv/7CBx98UClBPm/ixIl8VEVERGTAnj59CjMzM520pVKiEx4erng9ZswYTJo0CQsWLChVJyUlRSdBERERUe0ik8mwaNEirF27FhkZGfjnn3/g4eGB2bNnw93dHaGhoRq1q/Y6Ojt37ixz0Z53330Xu3bt0igIIiKi2srESKyTo6ZbuHAhoqKi8OWXX8LExERR3rp1a3z77bcat6v2T8bc3BynTp0qVX7q1CmddTMRERFR7fLdd99h/fr1GDFiBCQSiaLcy8sLV69e1bhdtWddTZkyBePHj0d8fDz8/PwAAGfPnsWmTZswe/ZsjQMhIiKi2is1NRWenp6lyuVyOYqKijRuV+1EZ8aMGfDw8MCKFSuwdeuzTRZbtGiBzZs3Y8iQIRoHQkRERLVXy5YtceLECbi5uSmV//TTT1ptGq7ROjpDhgxhUkNEREQ6M2fOHAQHByM1NRVyuRy7d+/GtWvX8N133+GXX37RuN2aP3qJiIioBjMWiWAs1vJQca276mzAgAH4+eef8dtvv6FOnTqYM2cOrly5gp9//hk9evTQuN0atTIyERERGa7XX38dR44c0Wmb7NEhIiIig8UeHSIiItILOzs7lbeYevDggUbXYKJDREREehEZGVnp11Ap0QkLC1O5wWXLlmkcDBERUW1jbASYGGk3mFheQ7stgoODK/0aKv1oLl26pPQ+Pj4excXFaNasGQDgn3/+gUQigY+Pj+4jJCIiIp1bvXo1lixZgvT0dHh5eWHlypWKhYBfFBUVhZCQEKUyU1NTPH36VPG+vEdQX375JT766KOXxnPnzp0KP2/UqNFL2yiLSonO0aNHFa+XLVsGKysrbNmyBXZ2dgCAhw8fIiQkBK+//rpGQRAREVHV2bFjB8LCwrB27Vr4+/sjMjISQUFBuHbtGurXr1/mOdbW1rh27Zri/YuJTVpamtL7Q4cOITQ0FG+//bZKMbm7u1c4Xkcmk6nUzovU7uxaunQpfv31V0WSAzwbTPT555+jZ8+emDZtmkaBEBERUdVYtmwZxo4dq+ilWbt2LQ4cOIBNmzZhxowZZZ4jEong5ORUbpsvfrZv3z5069YNHh4eKsX04tOjoqIiXLp0CcuWLcPChQtVaqMsaic6UqkUWVlZpcqzsrKQm5urcSBERESkHalUqvTe1NQUpqamSmWFhYW4ePEiZs6cqSgTi8UIDAxEXFxcuW3n5eXBzc0Ncrkcr776KhYtWoRWrVqVWTcjIwMHDhzAli1bVI7dy8urVJmvry9cXFywZMkSDBo0SOW2nqf2OjpvvfUWQkJCsHv3bty9exd3797Frl27EBoaqnEQREREtZXWqyL/ewCAq6srbGxsFEdERESp62VnZ0Mmk8HR0VGp3NHREenp6WXG2KxZM2zatAn79u3D1q1bIZfL0bFjR9y9e7fM+lu2bIGVlZVO8oJmzZrh/PnzGp+vdo/O2rVrMX36dAwfPlyxm6iRkRFCQ0OxZMkSjQMhIiIi7aSkpMDa2lrx/sXeHE0FBAQgICBA8b5jx45o0aIF1q1bhwULFpSqv2nTJowYMQJmZmYqX+PF3ihBEJCWloa5c+eiSZMmGseudqJjYWGBb775BkuWLMGNGzcAAK+88grq1KmjcRBERESkPWtra6VEpyz16tWDRCJBRkaGUnlGRkaFY3CeZ2xsjHbt2iEpKanUZydOnMC1a9ewY8cO1QMHYGtrW2owsiAIcHV1xfbt29Vq63kaz7yvU6cO2rZtq/GFiYiIqOqZmJjAx8cHMTExGDhwIABALpcjJiYGEydOVKkNmUyGxMRE9OnTp9RnGzduhI+PT5ljbiry/Axv4Nm4IQcHB3h6esLISPOFgtQ+Mz8/H4sXL0ZMTAwyMzMhl8uVPr9586bGwRAREVHlCwsLQ3BwMHx9feHn54fIyEjk5+crZmGNHDkSDRo0UIzxmT9/Pjp06ABPT088evQIS5Yswe3btzFmzBildqVSKXbu3ImlS5eqHVOXLl20v7EyqJ3ojBkzBrGxsXjvvffg7Oys8h4VREREVJqJkUgHKyOrd/7QoUORlZWFOXPmID09Hd7e3oiOjlYMUL5z5w7E4v/NV3r48CHGjh2L9PR02NnZwcfHB6dPn0bLli2V2t2+fTsEQcCwYcM0uo9r165h5cqVuHLlCgCgRYsWmDhxIpo3b65RewAgEgRBUOcEW1tbHDhwAJ06ddL4ovoilUphY2OD9Oyclz7DpOon7sZ9dG9RDwBgPew7dHujBXzcbWFrLoGdmTHMjCQwEolgbiSB8b9/QY3EIsVr8b9JueTf2QnP/R1WlCnel5HAv1inhLic8pedVx6xFr88qHst1dutlGbVjMHwfqnS5v81qU7TPzu5Uik8GtRFTk7lfGeUfCctPJgAszpWWrX1ND8Xs/p4V1qsVWHXrl1455134Ovrqxj4fObMGZw/fx7bt29XeeHBF6ndo2NnZwd7e3uNLkZERERUlo8//hgzZ87E/PnzlcrDw8Px8ccfa5zoqP172oIFCzBnzhw8fvxYowsSERERvSgtLQ0jR44sVf7uu++W2l5CHRptAXHjxg04OjrC3d0dxsbGSp/Hx8drHAwRERHVTl27dsWJEyfg6empVH7y5Emt9tJUO9EpmYpGRERE2jOSiGAs0W68VrGW5+vL/v37Fa/79++PTz75BBcvXkSHDh0APBujs3PnTsybN0/ja6id6ISHh2t8MSIiIqISZXWefPPNN/jmm2+UyiZMmIBx48ZpdA3NV+AhIiIi0sKLa/FVBpUGI9vb2yM7OxvA/2ZdlXcQVRYjsQiQGL+8IhER1ShFRUXo3r07rl+/rvO2VerRWb58OaysrBSvuUgg6UP7xvY4fTUTWxPT4OVsAU9bS9QxNoKxkQgSsQiPC2SQFhbpO0wiIlKTsbExLl++XCltq5ToBAcHK16PGjWqUgIhUoW3my283WzL/Ez6pAgp95/g/pMCAP/2AP3rxcUCiYiqC1OJGKZarsoprw6remrp3XffxcaNG7F48WKdtqv2GJ2RI0eiW7du6Ny5M1555RWdBkOkDWtzY7jWBWyfGiutOFtq1eN//z3IL5Ahv6C4KkMkIqJyFBcXY9OmTfjtt9/g4+ODOnXqKH2+bNkyjdpVO9ExMTFBREQEQkND0aBBA3Tp0gVdu3ZFly5d0KRJE42CINIVa3NjWJurNo6njqkM9/NEeFooUypnrw8RUdX7888/8eqrrwIA/vnnH6XPtBkyo3ai8+233wIAUlNTcfz4ccTGxmLp0qX473//C2dnZ9y9e1fjYIiqkpmxBPWtTRW9OuXtO/S0SI7H7PkhIqpUR48erZR2NZ5ebmdnh7p168LOzg62trYwMjKCg4ODLmMjqnTGEjFsLUwqrGNu8mz6Y5Gs4mmQJYnSy+oREVHVUTvR+fTTT3Hs2DFcunQJLVq0QJcuXTBjxgx07twZdnZ2lREjkV4ZS8Soa2mCp0WyCuuVPPLKLyhGfkHFdYmIShiJRTDScmVjIwN45N6tW7cKH1H9/vvvGrWrdqKzePFiODg4IDw8HIMGDULTpk01ujBRTSIRi1DHVLW/LsYSMSTiIhQWCyrVZw8QERHg7e2t9L6oqAgJCQn4888/lWZ/q0vtROfSpUuIjY3FsWPHsHTpUpiYmCgGJHft2pWJD9V6ErEIthb/6wF62eDmJ4Uy5D7lGCAiqt2WL19eZvncuXORl5encbsiQRBU+7WzHH/88QeWL1+OH374AXK5HDJZ9e2yl0qlsLGxQXp2DqytrfUdDpGC9EmRUs9OWcnRk8KX9/xU1oyx6rBEhyHOhitvADzplqZ/dnKlUng0qIucnMr5zij5Tlr1+58wt7TSqq0nebmY+EbrSotVn5KSkuDn54cHDx5odL7aPTqCIODSpUs4duwYjh07hpMnT0IqlaJt27bo0qWLRkEQ1XbW5sYvfYRlLJFD+oQ9P0RUu8TFxcHMzEzj89VOdOzt7ZGXlwcvLy906dIFY8eOxeuvvw5bW1uNgyCiZ2N7VPlcJletE/ZpEcf+ENUEJmIxTMTadZvKtDy/Ohg0aJDSe0EQkJaWhgsXLmD27Nkat6t2orN161a8/vrrBtc1RlQT1DE1UjnRkYhlnP1FRDWGtbW10qwrsViMZs2aYf78+ejZs6fG7aqd6PTt21fpvVQqxe+//45mzZqhRYsWGgdCRKpRdbxBHVMjSMQiNXqAZOAEMCLSl6ioqEppV+2+riFDhmDVqlUAgCdPnsDX1xdDhgxB27ZtsWvXLp0HSESaMzOWoI6pkcpHWU/PqsNAZCIyfB4eHrh//36p8kePHsHDw0PjdtX+J+z48eN4/fXXAQB79uyBIAh49OgRvv76a3z++ecaB0JE+vW/pEiidJgZS8pMmAxxFhQR6c+tW7fKnLldUFCA1NRUjdtV+9FVTk4O7O3tAQDR0dF4++23YWFhgb59++Kjjz7SOBAi0j8zY4nKdSViEfIList9NFaSCKn66IyothKLRVr/4iCuwb947N+/X/H68OHDsLGxUbyXyWSIiYmBu7u7xu2rnei4uroiLi4O9vb2iI6Oxvbt2wEADx8+1Gr6FxHVLMYSsUqDowuL5Vz9mYjKNXDgQADPdih/cQVkY2NjuLu7Y+nSpRq3r3aiM2XKFIwYMQKWlpZwc3ND165dATx7pNWmTRuNAyGimsdYIsbLOoEkYhFQCMhVXJuUPUBEtYtc/uwXocaNG+P8+fOoV6+eTttXO9H54IMP4Ofnh5SUFPTo0QPif+fue3h4cIwOEZViLBEDFW8Qr+RJoYw9QES1UHJycqW0q3aiAwC+vr7w9fUF8Oz5WWJiIjp27Mjdy4moTC9bDPF5YtNnY39UpWpPERHVTmrPupoyZQo2btwI4FmS06VLF7z66qtwdXXFsWPHdB0fEdUyJTvFm5tIVDrUSaKIqiNjsVgnB5VN7Z/MTz/9BC8vLwDAzz//jOTkZFy9ehVTp07FrFmzdB4gEdU+ErHo3/E/Lz/MjCUq1SMiZatXr4a7uzvMzMzg7++Pc+fOqXTe9u3bIRKJFIOIS4waNQoikUjp6NWrVyVErh61//ZnZ2fDyckJAHDw4EEMHjwYTZs2xejRo5GYmKjzAImIKiIRixRr/VR0MNkh+p8dO3YgLCwM4eHhiI+Ph5eXF4KCgpCZmVnhebdu3cL06dMV6+m9qFevXkhLS1McP/74Y2WErxa1/+Y7Ojri77//hkwmQ3R0NHr06AEAePz4MSQS1dfgICLSFcm/65BUdKja88MeIKoNli1bhrFjxyIkJAQtW7bE2rVrYWFhgU2bNpV7jkwmw4gRIzBv3rxyVyo2NTWFk5OT4njZ2F2pVKryoSm1ByOHhIRgyJAhcHZ2hkgkQmBgIADg7NmzaN68ucaBEBFVppKxP6pviirC0yJuiko1y4sJgampKUxNTZXKCgsLcfHiRcycOVNRJhaLERgYiLi4uHLbnj9/PurXr4/Q0FCcOHGizDrHjh1D/fr1YWdnhzfeeAOff/456tatW26btra2Sht5VqSsVZNVoXaiM3fuXLRu3RopKSkYPHiw4gcokUgwY8YMjYIgIqoqqq5AKxGr10PNpIg0ZSQSwUjFL/uK2gCeLer7vPDwcMydO1epLDs7GzKZDI6Ojkrljo6OuHr1apntnzx5Ehs3bkRCQkK5MfTq1QuDBg1C48aNcePGDXz66afo3bs34uLiyn3ic/ToUcXrW7duYcaMGRg1ahQCAgIAAHFxcdiyZQsiIiLKve7LaDS9/D//+U+pshdXMyQiqunU2RIDUD3ZEWv5pUZUnpSUFFhbWyvev9ibo4nc3Fy899572LBhQ4WL+b3zzjuK123atEHbtm3xyiuv4NixY+jevXuZ53Tp0kXxev78+Vi2bBmGDRumKOvfvz/atGmD9evXa5xnaPQgOjY2Fv369YOnpyc8PT3Rv3//cruxiIhqA1UGRJccJkYcA0SVw9raWukoK9GpV68eJBIJMjIylMozMjIUk42ed+PGDdy6dQv9+vWDkZERjIyM8N1332H//v0wMjLCjRs3yozFw8MD9erVQ1JSkkqxx8XFKdboe56vr6/KM8LKovbftq1btyIwMBAWFhaYNGkSJk2aBHNzc3Tv3h3btm3TOBAioppOnWTH3ISTN0g/TExM4OPjg5iYGEWZXC5HTEyM4pHR85o3b47ExEQkJCQojv79+6Nbt25ISEgo9bisxN27d3H//n04OzurFJerqys2bNhQqvzbb78t9xqqUPvR1cKFC/Hll19i6tSpirJJkyZh2bJlWLBgAYYPH65xMEREtYWqW2M8KeTYH9K9sLAwBAcHw9fXF35+foiMjER+fj5CQkIAACNHjkSDBg0QEREBMzMztG7dWul8W1tbAFCU5+XlYd68eXj77bfh5OSEGzdu4OOPP4anpyeCgoJUimn58uV4++23cejQIfj7+wMAzp07h+vXr2PXrl0a36vaic7NmzfRr1+/UuX9+/fHp59+qnEgRES1jUrT2E2e7QAvkwsvHUjNDVFrJl2sbKzu+UOHDkVWVhbmzJmD9PR0eHt7Izo6WjFA+c6dO4q9LFUhkUhw+fJlbNmyBY8ePYKLiwt69uyJBQsWqDxOqE+fPvjnn3+wZs0axaDofv36Ydy4cVXbo+Pq6oqYmBh4enoqlf/2229aBUJERKWpu6ZPSVJE9DITJ07ExIkTy/zsZVs6RUVFKb03NzfH4cOHtY7J1dUVixYt0rqd56md6EybNg2TJk1CQkICOnbsCAA4deoUoqKisGLFCp0G97yFCxfiwIEDSEhIgImJCR49elRp1yIiqk40SXZUxaSIqpMTJ05g3bp1uHnzJnbu3IkGDRrg+++/R+PGjfHaa69p1KbafWXjx4/H9u3bkZiYiClTpmDKlCn4888/sWPHDvz3v//VKAhVFBYWYvDgwRg/fnylXYOIqKYr2f9L1dlfqq4rRFTZdu3ahaCgIJibmyM+Ph4FBQUAgJycHK16edTq0SkuLsaiRYswevRonDx5UuOLamLevHkASneXERGRMpUXRYQIYpEIRbL/Pe4q61yZXGDPD1W6zz//HGvXrsXIkSOxfft2RXmnTp3w+eefa9yuWomOkZERvvzyS4wcOVLjC1algoICRUYIlF4am4iotnuW2IhR0dqIxpJniyEy2akcErEIRlr2rBlCz9y1a9fQuXPnUuU2NjZaDVdR+9FV9+7dERsbq/EFq1JERARsbGwUBwdLExGVpuqmqCZGYpUPInU5OTmVubjgyZMny91EVBVqD0bu3bs3ZsyYgcTERPj4+KBOnTpKn/fv31/ltmbMmIEvvviiwjpXrlzReLPQmTNnIiwsTPFeKpUy2SEi0sCzhEeiVq+OOoOiicaOHYvJkydj06ZNEIlEuHfvHuLi4jB9+nTMnj1b43bVTnQ++OADAM+2eH+RSCRSa3fRadOmYdSoURXW0SaLK2vXViIi0pzqj0gqb6YYGaYZM2ZALpeje/fuePz4MTp37gxTU1NMnz4dH374ocbtqp3oyOW6+8Po4OAABwcHnbVHRETVQ0kPkCpKeomY7NRuIpEIs2bNwkcffYSkpCTk5eWhZcuWsLS01KpdjXYv14c7d+7gwYMHuHPnDmQymWKreE9PT61/CEREpD8lSZGqvUUyuWBQSZE+VkauzkxMTNCyZUudtadyovP7779j4sSJOHPmjNIW8MCzOe4dO3bEmjVryhwxrQtz5szBli1bFO/btWsHADh69Ci6du1aKdckIqKqo+rCiCUzxDgLrOYbNGiQynV3796t0TVUTgEjIyMxduzYUkkO8Gzq13//+18sX75coyBUERUVBUEQSh1McoiIah9VZ4FR9fb8zGhra2vExMTgwoULis8vXryImJgY2NjYaHwNlXt0/vjjjwpnSPXs2RNfffWVxoEQERGpQ9UeIEN6zGVoNm/erHj9ySefYMiQIVi7di0kkmfddjKZDB988EGZnSyqUjnRycjIgLGxcfkNGRkhKytL40CIiIh0zVgihlik2tgfuWBYY39qmk2bNuHkyZOKJAd4tit6WFgYOnbsiCVLlmjUrsr9eg0aNMCff/5Z7ueXL1+Gs7OzRkEQERFVFlUWRJSIRTCWiBX7f0nEIoiraLVhIzFg9O/qyJofVRJqpSouLsbVq1dLlV+9elWrGd8q9+j06dMHs2fPRq9evWBmZqb02ZMnTxAeHo4333xT40CIiIj07VkPkKB4TVUnJCQEoaGhuHHjBvz8/AAAZ8+exeLFixESEqJxuyonOp999hl2796Npk2bYuLEiWjWrBmAZ5nW6tWrIZPJMGvWLI0DISIiqg5Kprkbwv5RNclXX30FJycnLF26FGlpaQAAZ2dnfPTRR5g2bZrG7YoEQVB5ft7t27cxfvx4HD58GCWniUQiBAUFYfXq1WjcuLHGgVQFqVQKGxsbpGfnaDWwiYiIDJ9UKoVTPRvk5FTOd0bJd9LBi8moY6ld+/l5UvTxaVxpsVa1kk24dXEvai0Y6ObmhoMHD+Lhw4dISkqCIAho0qQJ7OzstA6EiIiICNBNglNCo5WR7ezs0L59e50FQURERLVPu3btIFJxVlx8fLxG16gxW0AQEREZImORDraAENXMgdMDBw5UvH769Cm++eYbtGzZEgEBAQCAM2fO4K+//lJsKK4JJjpERESkF+Hh4YrXY8aMwaRJk7BgwYJSdVJSUjS+Rs1MAYmIiMig7Ny5EyNHjixV/u6772LXrl0at8tEh4iIiPTO3Nwcp06dKlV+6tSpUuv3qYOProiIiEjvpkyZgvHjxyM+Pl5pwcBNmzZh9uzZGrfLRIeIiEiPxCKRyvtxVdRGTTdjxgx4eHhgxYoV2Lp1KwCgRYsW2Lx5M4YMGaJxu0x0iIiIqFoYMmRImUnNn3/+idatW2vUJsfoEBERUbWTm5uL9evXw8/PD15eXhq3w0SHiIiIqo3jx49j5MiRcHZ2xldffYU33ngDZ86c0bg9ProiIiIivUpPT0dUVBQ2btwIqVSKIUOGoKCgAHv37kXLli21aps9OkRERHokFosg0fIQ1+Cd1vv164dmzZrh8uXLiIyMxL1797By5Uqdtc9Eh4iIqBZavXo13N3dYWZmBn9/f5w7d67curt374avry9sbW1Rp04deHt74/vvv1eqM3fuXDRv3hx16tSBnZ0dAgMDcfbs2ZfGcejQIYSGhmLevHno27cvJBKJ1vf2PCY6REREtcyOHTsQFhaG8PBwxMfHw8vLC0FBQcjMzCyzvr29PWbNmoW4uDhcvnwZISEhCAkJweHDhxV1mjZtilWrViExMREnT56Eu7s7evbsiaysrApjOXnyJHJzc+Hj4wN/f3+sWrUK2dnZOrtXkSAIgs5aq+akUilsbGyQnp2j0y3giYjI8EilUjjVs0FOTuV8Z5R8Jx39IwWWVtq1n5crRTcvV5Vj9ff3R/v27bFq1SoAgFwuh6urKz788EPMmDFDpWu++uqr6Nu3b6m9qUqU3N9vv/2G7t27v7S9/Px87NixA5s2bcK5c+cgk8mwbNkyjB49GlZWVirFVBb26BARERkIqVSqdBQUFJSqU1hYiIsXLyIwMFBRJhaLERgYiLi4uJdeQxAExMTE4Nq1a+jcuXOZdQoLC7F+/XrY2NioPDW8Tp06GD16NE6ePInExERMmzYNixcvRv369dG/f3+V2igLEx0iIiI9Eot1cwCAq6srbGxsFEdERESp62VnZ0Mmk8HR0VGp3NHREenp6eXGmZOTA0tLS5iYmKBv375YuXIlevTooVTnl19+gaWlJczMzLB8+XIcOXIE9erVU/tn0qxZM3z55Ze4e/cufvzxR7XPfx6nlxMRERmIlJQUpUdXpqamOmvbysoKCQkJyMvLQ0xMDMLCwuDh4YGuXbsq6nTr1g0JCQnIzs7Ghg0bMGTIEJw9exb169fX6JoSiQQDBw7EwIEDNY6biQ4REZGBsLa2fukYnXr16kEikSAjI0OpPCMjA05OTuWeJxaL4enpCQDw9vbGlStXEBERoZTo1KlTB56envD09ESHDh3QpEkTbNy4ETNnztT8prTER1dERES1iImJCXx8fBATE6Mok8vliImJQUBAgMrtyOXyMscAqVunsrFHh4iIqJYJCwtDcHAwfH194efnh8jISOTn5yMkJAQAMHLkSDRo0EAxxiciIgK+vr545ZVXUFBQgIMHD+L777/HmjVrADybMbVw4UL0798fzs7OyM7OxurVq5GamorBgwfr7T4BJjpERER6VbK6sbZtqGPo0KHIysrCnDlzkJ6eDm9vb0RHRysGKN+5cwdi8f8e+uTn5+ODDz7A3bt3YW5ujubNm2Pr1q0YOnTos+tLJLh69Sq2bNmC7Oxs1K1bF+3bt8eJEyfQqlUrre5NW1xHh4iIqAxVtY7Oyb/u6mQdnddaNay0WGsyjtEhIiIig8VEh4iIiAwWEx0iIiIyWByMTEREpEcSkQgSkZaDkbU835CxR4eIiIgMFhMdIiIiMlhMdIiIiMhgMdEhIiIig8XByERERHqkj5WRaxP26BAREZHBYqJDREREBouJDhERERksJjpERERksDgYmYiISI/EYhHEWg4m1vZ8Q8YeHSIiIjJYTHSIiIjIYDHRISIiIoPFRIeIiIgMFgcjExER6ZFYBysjczBy+dijQ0RERAaLiQ4REREZLCY6REREZLCY6BAREZHB4mBkIiIiPRKLRBCLtByMrOX5how9OkRERGSwmOgQERGRwWKiQ0RERAaLiQ4REREZLA5GJiIi0iOJDlZG1vZ8Q8YeHSIiolpo9erVcHd3h5mZGfz9/XHu3Lly627YsAGvv/467OzsYGdnh8DAwFL1d+/ejZ49e6Ju3boQiURISEio5DtQDRMdIiKiWmbHjh0ICwtDeHg44uPj4eXlhaCgIGRmZpZZ/9ixYxg2bBiOHj2KuLg4uLq6omfPnkhNTVXUyc/Px2uvvYYvvviiqm5DJSJBEAR9B1FVpFIpbGxskJ6dA2tra32HQ0RE1ZhUKoVTPRvk5FTOd0bJd1JiciasrLRrPzdXijaN66scq7+/P9q3b49Vq1YBAORyOVxdXfHhhx9ixowZLz1fJpPBzs4Oq1atwsiRI5U+u3XrFho3boxLly7B29tbo/vRJfboEBERGQipVKp0FBQUlKpTWFiIixcvIjAwUFEmFosRGBiIuLg4la7z+PFjFBUVwd7eXmexV5YakejcunULoaGhaNy4MczNzfHKK68gPDwchYWF+g6NiIhIKxIRIBFrefw7FtnV1RU2NjaKIyIiotT1srOzIZPJ4OjoqFTu6OiI9PR0lWL+5JNP4OLiopQsVVc1YtbV1atXIZfLsW7dOnh6euLPP//E2LFjkZ+fj6+++krf4REREVULKSkpSo+uTE1NdX6NxYsXY/v27Th27BjMzMx03r6u1YhEp1evXujVq5fivYeHB65du4Y1a9Yw0SEiIvqXtbX1S8fo1KtXDxKJBBkZGUrlGRkZcHJyqvDcr776CosXL8Zvv/2Gtm3bah1vVagRj67KkpOT89JngwUFBaWeVxIREdVmJiYm8PHxQUxMjKJMLpcjJiYGAQEB5Z735ZdfYsGCBYiOjoavr29VhKoTNaJH50VJSUlYuXLlS3tzIiIiMG/evCqKioiIqGYICwtDcHAwfH194efnh8jISOTn5yMkJAQAMHLkSDRo0EAxxueLL77AnDlzsG3bNri7uyvG8lhaWsLS0hIA8ODBA9y5cwf37t0DAFy7dg0A4OTk9NKeosqk1x6dGTNmQCQSVXhcvXpV6ZzU1FT06tULgwcPxtixYytsf+bMmcjJyVEcKSkplXk7REREaitZGVnbQx1Dhw7FV199hTlz5sDb2xsJCQmIjo5WDFC+c+cO0tLSFPXXrFmDwsJC/Oc//4Gzs7PieL7DYf/+/WjXrh369u0LAHjnnXfQrl07rF27Vgc/Jc3pdR2drKws3L9/v8I6Hh4eMDExAQDcu3cPXbt2RYcOHRAVFQWxWL08jevoEBGRqqpqHZ1rd7JgpWX7uVIpmjVyqLRYazK9PrpycHCAg4ODSnVTU1PRrVs3+Pj4YPPmzWonOURERFT71IgxOqmpqejatSvc3Nzw1VdfISsrS/GZPp/7ERERUfVWIxKdI0eOICkpCUlJSWjYsKHSZ7VoBwsiIiJSU414/jNq1CgIglDmQUREVJOJRSKdHFS2GpHoEBEREWmCiQ4REREZLCY6REREZLCY6BAREZHBqhGzroiIiAyVJisbl9UGlY09OkRERGSwmOgQERGRwWKiQ0RERAaLiQ4REREZLA5GJiIi0iOxDgYjizkYuVzs0SEiIiKDxUSHiIiIDBYTHSIiIjJYTHSIiIjIYDHRISIiIoPFWVdERER6xC0gKhd7dIiIiMhgMdEhIiIig8VEh4iIiAwWEx0iIiIyWByMTEREpEdikQhikZZbQGh5viFjjw4REREZLCY6REREZLCY6BAREZHBYqJDREREBouDkYmIiPSIKyNXLvboEBER1UKrV6+Gu7s7zMzM4O/vj3PnzlVYf+fOnWjevDnMzMzQpk0bHDx4UOnzjIwMjBo1Ci4uLrCwsECvXr1w/fr1yrwFlTDRISIiqmV27NiBsLAwhIeHIz4+Hl5eXggKCkJmZmaZ9U+fPo1hw4YhNDQUly5dwsCBAzFw4ED8+eefAABBEDBw4EDcvHkT+/btw6VLl+Dm5obAwEDk5+dX5a2VIhIEQdBrBFVIKpXCxsYG6dk5sLa21nc4RERUjUmlUjjVs0FOTuV8Z+jyO0ndWP39/dG+fXusWrUKACCXy+Hq6ooPP/wQM2bMKFV/6NChyM/Pxy+//KIo69ChA7y9vbF27Vr8888/aNasGf7880+0atVK0aaTkxMWLVqEMWPGaHV/2qhVY3RKcrrcXKmeIyEiouqu5LuisvsDpFLtv5NK2nixLVNTU5iamiqVFRYW4uLFi5g5c6aiTCwWIzAwEHFxcWW2HxcXh7CwMKWyoKAg7N27FwBQUFAAADAzM1Nq09TUFCdPnmSiU1Vyc3MBAE0au+o5EiIiqilyc3NhY2Oj83ZNTEzg5OSEph66+U6ytLSEq6tyW+Hh4Zg7d65SWXZ2NmQyGRwdHZXKHR0dcfXq1TLbTk9PL7N+eno6AKB58+Zo1KgRZs6ciXXr1qFOnTpYvnw57t69i7S0NC3vTDu1KtFxcXFBSkoKrKysINLhctlSqRSurq5ISUmpUY/EamLcjLnq1MS4a2LMQM2MuzbELAgCcnNz4eLiUinxmJmZITk5GYWFhTppTxCEUt9tL/bmVBZjY2Ps3r0boaGhsLe3h0QiQWBgIHr37l3pPWIvU6sSHbFYjIYNG1Za+9bW1jXmL/zzamLcjLnq1MS4a2LMQM2M29BjroyenOeZmZkpPe6pCvXq1YNEIkFGRoZSeUZGBpycnMo8x8nJ6aX1fXx8kJCQgJycHBQWFsLBwQH+/v7w9fXV/U2ogbOuiIiIahETExP4+PggJiZGUSaXyxETE4OAgIAyzwkICFCqDwBHjhwps76NjQ0cHBxw/fp1XLhwAQMGDNDtDaipVvXoEBERERAWFobg4GD4+vrCz88PkZGRyM/PR0hICABg5MiRaNCgASIiIgAAkydPRpcuXbB06VL07dsX27dvx4ULF7B+/XpFmzt37oSDgwMaNWqExMRETJ48GQMHDkTPnj31co8lmOjogKmpKcLDw6vsWaiu1MS4GXPVqYlx18SYgZoZN2Ou2YYOHYqsrCzMmTMH6enp8Pb2RnR0tGLA8Z07dyAW/++hT8eOHbFt2zZ89tln+PTTT9GkSRPs3bsXrVu3VtRJS0tDWFgYMjIy4OzsjJEjR2L27NlVfm8vqlXr6BAREVHtwjE6REREZLCY6BAREZHBYqJDREREBouJDhERERksJjo6duvWLYSGhqJx48YwNzfHK6+8gvDwcJ2tfFlZFi5ciI4dO8LCwgK2trb6Dqdcq1evhru7O8zMzODv749z587pO6QKHT9+HP369YOLiwtEIpFiX5jqKiIiAu3bt4eVlRXq16+PgQMH4tq1a/oO66XWrFmDtm3bKhaCCwgIwKFDh/QdlloWL14MkUiEKVOm6DuUCs2dOxcikUjpaN68ub7DeqnU1FS8++67qFu3LszNzdGmTRtcuHBB32FRFWCio2NXr16FXC7HunXr8Ndff2H58uVYu3YtPv30U32HVqHCwkIMHjwY48eP13co5dqxYwfCwsIQHh6O+Ph4eHl5ISgoCJmZmfoOrVz5+fnw8vLC6tWr9R2KSmJjYzFhwgScOXMGR44cQVFREXr27In8/Hx9h1ahhg0bYvHixbh48SIuXLiAN954AwMGDMBff/2l79BUcv78eaxbtw5t27bVdygqadWqFdLS0hTHyZMn9R1ShR4+fIhOnTrB2NgYhw4dwt9//42lS5fCzs5O36FRVRCo0n355ZdC48aN9R2GSjZv3izY2NjoO4wy+fn5CRMmTFC8l8lkgouLixAREaHHqFQHQNizZ4++w1BLZmamAECIjY3Vdyhqs7OzE7799lt9h/FSubm5QpMmTYQjR44IXbp0ESZPnqzvkCoUHh4ueHl56TsMtXzyySfCa6+9pu8wSE/Yo1MFcnJyYG9vr+8warTCwkJcvHgRgYGBijKxWIzAwEDExcXpMTLDlpOTAwA16s+vTCbD9u3bkZ+fX+5y9tXJhAkT0LdvX6U/29Xd9evX4eLiAg8PD4wYMQJ37tzRd0gV2r9/P3x9fTF48GDUr18f7dq1w4YNG/QdFlURJjqVLCkpCStXrsR///tffYdSo2VnZ0MmkylW7Szh6OiI9PR0PUVl2ORyOaZMmYJOnToprX5aXSUmJsLS0hKmpqYYN24c9uzZg5YtW+o7rApt374d8fHximX2awJ/f39ERUUhOjoaa9asQXJyMl5//XXk5ubqO7Ry3bx5E2vWrEGTJk1w+PBhjB8/HpMmTcKWLVv0HRpVASY6KpoxY0apAXgvHlevXlU6JzU1Fb169cLgwYMxduzYGhEzUYkJEybgzz//xPbt2/UdikqaNWuGhIQEnD17FuPHj0dwcDD+/vtvfYdVrpSUFEyePBk//PBDle9erY3evXtj8ODBaNu2LYKCgnDw4EE8evQI//d//6fv0Moll8vx6quvYtGiRWjXrh3ef/99jB07FmvXrtV3aFQFuNeViqZNm4ZRo0ZVWMfDw0Px+t69e+jWrRs6duyotOlZVVI35uqsXr16kEgkyMjIUCrPyMiAk5OTnqIyXBMnTsQvv/yC48ePo2HDhvoORyUmJibw9PQEAPj4+OD8+fNYsWIF1q1bp+fIynbx4kVkZmbi1VdfVZTJZDIcP34cq1atQkFBASQSiR4jVI2trS2aNm2KpKQkfYdSLmdn51K9ey1atMCuXbv0FBFVJSY6KnJwcICDg4NKdVNTU9GtWzf4+Phg8+bNShujVSV1Yq7uTExM4OPjg5iYGAwcOBDAs9/SYmJiMHHiRP0GZ0AEQcCHH36IPXv24NixY2jcuLG+Q9KYXC5HQUGBvsMoV/fu3ZGYmKhUFhISgubNm+OTTz6pEUkOAOTl5eHGjRt477339B1KuTp16lRqmYR//vkHbm5ueoqIqhITHR1LTU1F165d4ebmhq+++gpZWVmKz6pzz8OdO3fw4MED3LlzBzKZDAkJCQAAT09PWFpa6je4f4WFhSE4OBi+vr7w8/NDZGQk8vPzERISou/QypWXl6f0m25ycjISEhJgb2+PRo0a6TGysk2YMAHbtm3Dvn37YGVlpRj/ZGNjA3Nzcz1HV76ZM2eid+/eaNSoEXJzc7Ft2zYcO3YMhw8f1ndo5bKysio19qlOnTqoW7dutR4TNX36dPTr1w9ubm64d+8ewsPDIZFIMGzYMH2HVq6pU6eiY8eOWLRoEYYMGYJz585h/fr1euttpyqm72lfhmbz5s0CgDKP6iw4OLjMmI8eParv0JSsXLlSaNSokWBiYiL4+fkJZ86c0XdIFTp69GiZP9fg4GB9h1am8v7sbt68Wd+hVWj06NGCm5ubYGJiIjg4OAjdu3cXfv31V32HpbaaML186NChgrOzs2BiYiI0aNBAGDp0qJCUlKTvsF7q559/Flq3bi2YmpoKzZs3F9avX6/vkKiKiARBEKoysSIiIiKqKpx1RURERAaLiQ4REREZLCY6REREZLCY6BAREZHBYqJDREREBouJDhERERksJjpERERksJjoEOmJSCTC3r17tWojKioKtra2ap1z69YtiEQixerXx44dg0gkwqNHj7SKpTpyd3dXbGBbVfc3atQoxTW1/f9LRNpjokM1yvNfIsbGxnB0dESPHj2wadMmyOVyfYenlrS0NPTu3VvfYaBjx45IS0uDjY3NS+vWxKRo/vz5Kt/f8548eYI6deogKSkJUVFRij93EokEdnZ28Pf3x/z585GTk6N03ooVK5CWlqbLWyAiLTDRoRqnV69eSEtLw61bt3Do0CF069YNkydPxptvvoni4mJ9h6cyJycnmJqa6jsMmJiYwMnJCSKRSN+hVAorKyuN7u/IkSNwc3NT7IhubW2NtLQ03L17F6dPn8b777+P7777Dt7e3rh3757iPBsbm2q9rx1RbcNEh2ocU1NTODk5oUGDBnj11Vfx6aefYt++fTh06BCioqIU9e7cuYMBAwbA0tIS1tbWGDJkCDIyMgAAOTk5kEgkuHDhAoBnO13b29ujQ4cOivO3bt0KV1dXAP973LN7925069YNFhYW8PLyQlxcHIBnu347ODjgp59+Upzv7e0NZ2dnxfuTJ0/C1NQUjx8/BqD86Opl7ZeIiopCo0aNYGFhgbfeegv3799/6c/r3LlzaNeuHczMzODr64tLly4pff5iL83t27fRr18/2NnZoU6dOmjVqhUOHjyIW7duoVu3bgAAOzs7iEQijBo1CgAQHR2N1157Dba2tqhbty7efPNN3LhxQ3ENVe/v1KlT6Nq1KywsLGBnZ4egoCA8fPhQ8f8oIiICjRs3hrm5Oby8vJR+3qoaPXo02rZtq9jZvLCwEO3atcPIkSOV6u3btw/9+/dXvBeJRHBycoKzszNatGiB0NBQnD59Gnl5efj444/VjoOIqgYTHTIIb7zxBry8vLB7924Az74UBwwYgAcPHiA2NhZHjhzBzZs3MXToUADPfuv29vbGsWPHAACJiYkQiUS4dOkS8vLyAACxsbHo0qWL0nVmzZqF6dOnIyEhAU2bNsWwYcNQXFwMkUiEzp07K9p7+PAhrly5gidPnuDq1auK9tq3bw8LC4ty76O89gHg7NmzCA0NxcSJE5GQkIBu3brh888/r/DnkpeXhzfffBMtW7bExYsXMXfuXEyfPr3CcyZMmICCggIcP34ciYmJ+OKLL2BpaQlXV1fs2rULAHDt2jWkpaVhxYoVAID8/HyEhYXhwoULiImJgVgsxltvvVXqcWJF95eQkIDu3bujZcuWiIuLw8mTJ9GvXz/IZDIAQEREBL777jusXbsWf/31F6ZOnYp3330XsbGxFd7Pi77++mvk5+djxowZipgePXqEVatWKerI5XL88ssvGDBgQIVt1a9fHyNGjMD+/fsVcRJRNaPnTUWJ1BIcHCwMGDCgzM+GDh0qtGjRQhAEQfj1118FiUQi3LlzR/H5X3/9JQAQzp07JwiCIISFhQl9+/YVBEEQIiMjhaFDhwpeXl7CoUOHBEEQBE9PT8UOx8nJyQIA4dtvvy3V3pUrVwRBEISvv/5aaNWqlSAIgrB3717B399fGDBggLBmzRpBEAQhMDBQ+PTTTxXnAxD27NmjcvvDhg0T+vTpU+qebWxsyv15rVu3Tqhbt67w5MkTRdmaNWsEAMKlS5cEQfjfDusPHz4UBEEQ2rRpI8ydO7fM9l6sW56srCwBgJCYmKjW/XXq1KnM9p4+fSpYWFgIp0+fVioPDQ0Vhg0bVm4cbm5uwvLly0uVnz59WjA2NhZmz54tGBkZCSdOnFD6/NSpU0L9+vUFmUwmCIIgbN68udyfc8nPMyMjQ6n8+f+/RKQ/7NEhgyEIgmIcxpUrV+Dq6qp49AQALVu2hK2tLa5cuQIA6NKlC06ePAmZTIbY2Fh07doVXbt2xbFjx3Dv3j0kJSWha9euStdo27at4nXJY6nMzExFe3///TeysrJKtVdUVITTp0+Xau9FFbV/5coV+Pv7K9UPCAiosL0rV66gbdu2MDMzU/mcSZMm4fPPP0enTp0QHh6Oy5cvV1gfAK5fv45hw4bBw8MD1tbWcHd3B/Ds8eHzKrq/kh6dsiQlJeHx48fo0aMHLC0tFcd3332n9IhMVQEBAZg+fToWLFiAadOm4bXXXlP6fN++fXjzzTchFr/8n0hBEADAYMc4EdV0THTIYFy5cgWNGzdWuX7nzp2Rm5uL+Ph4HD9+XCkxiY2NhYuLC5o0aaJ0jrGxseJ1yRdbyeOZNm3awN7eHrGxsUqJTmxsLM6fP4+ioiJ07Nixwpgqar+qjBkzBjdv3sR7772HxMRE+Pr6YuXKlRWe069fPzx48AAbNmzA2bNncfbsWQDPxr88r6L7Mzc3L7f9kseJBw4cQEJCguL4+++/NRqnI5fLcerUKUgkEiQlJZX6fP/+/Urjcypy5coVWFtbo27dumrHQUSVj4kOGYTff/8diYmJePvttwEALVq0QEpKClJSUhR1/v77bzx69AgtW7YEANja2qJt27ZYtWoVjI2N0bx5c3Tu3BmXLl3CL7/8Ump8zsuIRCK8/vrr2LdvH/766y+89tprikGv69atg6+vL+rUqaPxPbZo0UKRQJQ4c+bMS8+5fPkynj59qvI5AODq6opx48Zh9+7dmDZtGjZs2ADg2QwtAErjUe7fv49r167hs88+Q/fu3dGiRQvFAGJ1tG3bFjExMWV+1rJlS5iamuLOnTvw9PRUOp7vtVPVkiVLcPXqVcTGxiI6OhqbN29WfHb9+nXcvn0bPXr0eGk7mZmZ2LZtGwYOHKhS7w8RVT3+zaQap6CgAOnp6UhNTUV8fDwWLVqEAQMG4M0331TMnAkMDESbNm0wYsQIxMfH49y5cxg5ciS6dOkCX19fRVtdu3bFDz/8oEhq7O3t0aJFC+zYsUPtRKekvR9//BHe3t6wtLSEWCxG586dla6hqUmTJiE6OhpfffUVrl+/jlWrViE6OrrCc4YPHw6RSISxY8fi77//xsGDB/HVV19VeM6UKVNw+PBhJCcnIz4+HkePHkWLFi0AAG5ubhCJRPjll1+QlZWFvLw82NnZoW7duli/fj2SkpLw+++/IywsTO37mzlzJs6fP48PPvgAly9fxtWrV7FmzRpkZ2fDysoK06dPx9SpU7FlyxbcuHED8fHxWLlyJbZs2aLWdS5duoQ5c+bg22+/RadOnbBs2TJMnjwZN2/eBPDssVVgYGCpQeOCICA9PR1paWm4cuUKNm3ahI4dO8LGxgaLFy9W+36JqGow0aEaJzo6Gs7OznB3d0evXr1w9OhRfP3119i3bx8kEgmAZ70r+/btg52dHTp37ozAwEB4eHhgx44dSm116dIFMplMaexM165dS5WpStftPa9Dhw7YsGEDVqxYAS8vL/z666/47LPPKjzH0tISP//8MxITE9GuXTvMmjULX3zxRYXnyGQyTJgwAS1atECvXr3QtGlTfPPNNwCABg0aYN68eZgxYwYcHR0xceJEiMVibN++HRcvXkTr1q0xdepULFmyRO37a9q0KX799Vf88ccf8PPzQ0BAAPbt2wcjIyMAwIIFCzB79mxEREQoYjtw4IBajyufPn2Kd999F6NGjUK/fv0AAO+//z66deuG9957DzKZrNS08hJSqRTOzs5o0KABAgICsG7dOgQHB+PSpUtKywgQUfUiEkpG0hERGRh3d3dMmTIFU6ZMUal+dnY2nJ2dcffuXTg6Omp1bZFIhD179mDgwIFatUNE2mGPDhEZtE8++QSWlpaltmooy4MHD7Bs2TKtkpxx48bB0tJS4/OJSLfYo0NEBuv27dsoKioCAHh4eFTJgOHMzExIpVIAz6bQazMAnYi0x0SHiIiIDBYfXREREZHBYqJDREREBouJDhERERksJjpERERksJjoEBERkcFiokNEREQGi4kOERERGSwmOkRERGSwmOgQERGRwfp/0LpZB3POGkoAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.turbulence_models import CrespoHernandez\n", "plot_turb_map(CrespoHernandez())" ] }, { "cell_type": "markdown", "id": "5a6cedf9", "metadata": {}, "source": [ "### Comparing turbulence models" ] }, { "cell_type": "code", "execution_count": 9, "id": "cb84ff28", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CrespoHernandez\n", "GCLTurbulence\n", "STF2005TurbulenceModel\n", "STF2017TurbulenceModel\n" ] } ], "source": [ "#printing all available wake deficit models in PyWake\n", "from py_wake.utils.model_utils import get_models\n", "from py_wake.turbulence_models.turbulence_model import TurbulenceModel\n", "\n", "turbulenceModels = get_models(TurbulenceModel, exclude_None=True)\n", "\n", "for model in turbulenceModels:\n", " print (model.__name__)" ] }, { "cell_type": "markdown", "id": "5592f935", "metadata": {}, "source": [ "**1) Turbulence intensity along center line**" ] }, { "cell_type": "code", "execution_count": 10, "id": "9942f0d5", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=((16,6)))\n", "for i, model in enumerate(turbulenceModels):\n", " fm = get_flow_map(NOJDeficit(), turbulenceModel=model(), grid=XYGrid(x=np.linspace(-200,800,300), y=0))\n", " plt.plot(fm.x, fm.TI_eff.squeeze(), ('-','--')[i//10], label=model.__name__)\n", "setup_plot(title=\"Center line added turbulence\", xlabel='x/D', ylabel='Add turbulence intensity [-]')" ] }, { "cell_type": "markdown", "id": "c2114bf8", "metadata": {}, "source": [ "**2) Deficit profile 2D downstream**" ] }, { "cell_type": "code", "execution_count": 11, "id": "60006f64", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "d = 2\n", "plt.figure(figsize=((10,6)))\n", "for i, model in enumerate(turbulenceModels):\n", " fm = get_flow_map(NOJDeficit(), turbulenceModel=model(), grid=XYGrid(x=d*D, y=np.linspace(-200,200,300)))\n", " plt.plot(fm.y, fm.TI_eff.squeeze(), ('-','--')[i//10], label=model.__name__)\n", "setup_plot(title=\"%sD %sstream\"%(abs(d),('down','up')[d<0]), xlabel='x/D', ylabel='Add turbulence intensity [-]')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.13" } }, "nbformat": 4, "nbformat_minor": 5 }