{ "cells": [ { "cell_type": "markdown", "id": "70decd91", "metadata": {}, "source": [ "# Blockage Deficit Models" ] }, { "cell_type": "markdown", "id": "52f331c6", "metadata": {}, "source": [ "**The blockage deficit models compute the blockage effects caused by a single wind turbine.**\n", "\n", "Their structure are quite similar to the [Wake Deficit Models](WakeDeficitModels.ipynb). They model upstream blockage effects (wind speed reduction) and in addition, some models also models downstream speed-up effects. There are several blockage models available, which include:\n", "\n", "- [SelfSimilarityDeficit](#SelfSimilarityDeficit)\n", "- [SelfSimilarityDeficit2020](#SelfSimilarityDeficit2020)\n", "- [FugaDeficit](#FugaDeficit)\n", "- [VortexCylinder](#VortexCylinder)\n", "- [VortexDipole](#VortexDipole)\n", "- [RankineHalfBody](#RankineHalfBody)\n", "- [HybridInduction](#HybridInduction)\n", "- [Rathmann](#Rathmann)" ] }, { "cell_type": "markdown", "id": "5a498c19", "metadata": {}, "source": [ "**Install PyWake if needed**" ] }, { "cell_type": "code", "execution_count": 1, "id": "c2e57f02", "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": "code", "execution_count": 6, "id": "780b724c", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from matplotlib import cm\n", "from matplotlib.colors import ListedColormap, LinearSegmentedColormap\n", "\n", "# import and setup site and windTurbines\n", "import py_wake\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" ] }, { "cell_type": "code", "execution_count": 7, "id": "6ff1d8b2", "metadata": {}, "outputs": [], "source": [ "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.wind_farm_models import All2AllIterative\n", "\n", "#turbine diameter\n", "D = 80\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_deficit_map(model, cmap='Blues', levels=np.linspace(0, 10, 55)):\n", " fm = get_flow_map(model)\n", " fm.plot(fm.ws - fm.WS_eff, clabel='Deficit [m/s]', levels=levels, 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')\n", "\n", "def plot_blockage_deficit_map(model):\n", " from matplotlib import cm\n", " from matplotlib.colors import ListedColormap, LinearSegmentedColormap\n", " cmap = np.r_[cm.Reds_r(np.linspace(-0,1,127)),[[1,1,1,1],[1,1,1,1]],cm.Blues(np.linspace(-0,1,128))] # ensure zero deficit is white\n", " plot_deficit_map(model,cmap=ListedColormap(cmap), levels=np.linspace(-3.5,3.5,113))" ] }, { "cell_type": "markdown", "id": "d3656fa0", "metadata": {}, "source": [ "### SelfSimilarityDeficit\n", "Simple induction model, described in [N. Troldborg, A.R. Meyer Fortsing, Wind Energy, 2016](https://onlinelibrary.wiley.com/doi/full/10.1002/we.2137)" ] }, { "cell_type": "code", "execution_count": 8, "id": "686f35b4", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import SelfSimilarityDeficit\n", "plot_blockage_deficit_map(SelfSimilarityDeficit())" ] }, { "cell_type": "markdown", "id": "60b6807b", "metadata": {}, "source": [ "### SelfSimilarityDeficit2020\n", "\n", "This is an updated version of [N. Troldborg, A.R. Meyer Fortsing, Wind Energy, 2016](https://onlinelibrary.wiley.com/doi/full/10.1002/we.2137). The new features are found in the radial and axial functions:\n", "\n", "1. Radially Eq. (13) is replaced by a linear fit, which ensures the induction half width, `r12`, to continue to diminish approaching the rotor. This avoids unphysically large lateral induction tails, which could negatively influence wind farm simulations.\n", "2. The value of gamma in Eq. (8) is revisited. Now gamma is a function of CT and axial coordinate to force the axial induction to match the simulated results more closely. The fit is valid over a larger range of thrust coefficients and the results of the constantly loaded rotor are excluded in the fit." ] }, { "cell_type": "code", "execution_count": 9, "id": "81d8d99d", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import SelfSimilarityDeficit2020\n", "plot_blockage_deficit_map(SelfSimilarityDeficit2020())" ] }, { "cell_type": "markdown", "id": "4b66bc74", "metadata": {}, "source": [ "### FugaDeficit\n", "\n", "The FugaDeficit model calculates the wake deficit based on a set op look-up tables computed by a linearized RANS solver. The look-up tables be created in advance using the [Fuga GUI](https://orbit.dtu.dk/en/publications/developments-of-the-offshore-wind-turbine-wake-model-fuga).\n", "\n", "The FugaDeficit models the near wake, far wake and blockage deficit effects.\n", "\n", "Note, the present look-up table generator introduces some unphysical wriggles in the blockage deficit/speed-up." ] }, { "cell_type": "code", "execution_count": 10, "id": "3d7c3a21", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import FugaDeficit\n", "plot_blockage_deficit_map(FugaDeficit())" ] }, { "cell_type": "markdown", "id": "8ebdc672", "metadata": {}, "source": [ "### VortexCylinder\n", "\n", "Induced velocity from a semi-infinite cylinder of tangential vorticity, extending along the x axis.\n", "\n", "This model is an adapted version of the one published by Emmanuel Branlard at https://github.com/ebranlard/wiz/blob/master/wiz/VortexCylinder.py\n", "\n", "References:\n", "\n", "- E. Branlard, M. Gaunaa, Cylindrical vortex wake model: right cylinder, Wind Energy, 2014, https://onlinelibrary.wiley.com/doi/full/10.1002/we.1800\n", "- E. Branlard, Wind Turbine Aerodynamics and Vorticity Based Method, Springer, 2017\n", "- E. Branlard, A. Meyer Forsting, Using a cylindrical vortex model to assess the induction zone in front of aligned and yawed rotors, in Proceedings of EWEA Offshore Conference, 2015, https://orbit.dtu.dk/en/publications/using-a-cylindrical-vortex-model-to-assess-the-induction-zone-inf" ] }, { "cell_type": "code", "execution_count": 11, "id": "897038ef", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import VortexCylinder\n", "plot_blockage_deficit_map(VortexCylinder())" ] }, { "cell_type": "markdown", "id": "3941802a", "metadata": {}, "source": [ "### VortexDipole\n", "\n", "The vorticity originating from a wind turbine can be represented by a vortex dipole line (see Appendix B in [2]). The induction estimated by such a representation is very similar to the results given by the more complex vortex cylinder model in the far-field r/R > 6 [1,2]. The implementation follows the relationships given in [1,2]. This model is an adapted version of the one published by Emmanuel Branlard: https://github.com/ebranlard/wiz/blob/master/wiz/VortexDoublet.py\n", "\n", "References:\n", "- [1] Emmanuel Branlard et al 2020 J. Phys.: Conf. Ser. 1618 062036\n", "- [2] Branlard, E, Meyer Forsting, AR. Wind Energy. 2020; 23: 2068– 2086. https://doi.org/10.1002/we.2546" ] }, { "cell_type": "code", "execution_count": 12, "id": "cbb489ce", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import VortexDipole\n", "plot_blockage_deficit_map(VortexDipole())" ] }, { "cell_type": "markdown", "id": "79ba5ced", "metadata": {}, "source": [ "### RankineHalfBody\n", "\n", "A simple induction model using a Rankine Half Body to represent the induction introduced by a wind turbine. The source strength is determined enforcing 1D momentum balance at the rotor disc.\n", "\n", "References:\n", "\n", "- B Gribben, G Hawkes - A potential flow model for wind turbine induction and wind farm blockage - Technical Paper, Frazer-Nash Consultancy, 2019" ] }, { "cell_type": "code", "execution_count": 13, "id": "09867898", "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkUAAAGwCAYAAACnyRH2AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9hAAAPYQGoP6dpAABwaklEQVR4nO3dd3hTZf8/8HdmB3QCHUCZZQoFBIGCMqRCcQCiiIiy+sAjggjFgQOKouJiuL4MhaI/4QEVEFwFrLQIMpQhoIAW2R2U0Ya2tEmT8/ujJiZt0uYkJ83o+3Vd56I5OefOJ7U27973fe4jEwRBABEREVEdJ3d3AURERESegKGIiIiICAxFRERERAAYioiIiIgAMBQRERERAWAoIiIiIgLAUEREREQEAFC6u4DaZDAYkJ2djaCgIMhkMneXQ0REHkwQBNy4cQONGzeGXO6aPoTS0lJotVpJ2lKr1fD395ekrbqqToWi7OxsxMTEuLsMIiLyIhcuXEDTpk0lb7e0tBQBQQ2A8hJJ2ouKisKZM2cYjJxQp0JRUFAQACDrzAUEBQe7uRpyhn+d+sklInfQaDSIiYkxfXZITavVAuUl8Os0EVConWtMr0Xu8VRotVqGIifUqY8W45BZUHAwghmKvBpDERHVFpdPt1CoIVP4OdUE79clDX60EBERuZNS7XxPkYyxSAq8+oyIiIgIDEVEREREADh8RkTkcwwGg2SXefsylUoFhULh7jLIgzAUERH5EK1WizNnzsBgMLi7FK8QGhqKqKgo965dp1BXzCtyCucUSYGhiIjIRwiCgJycHCgUCsTExLhswUFfIAgCSkpKcPnyZQBAdHS0mysiT8BQRETkI8rLy1FSUoLGjRsjMDDQ3eV4vICAAADA5cuXERERwaE0YigiIvIVer0eQMXtHsg+xvCo0+ncF4r8AgClkwsuKtgrKAV+F4mIfAzv7Wg/fq/IHEMRERERETh8RkRE5F5KKa4+49WGUmBPEREREREYioiIyIqcnBzMnz8fOTk5Ln2d++67D4mJiVaf++mnnyCTyXD06FH88ssvGDRoEEJDQxEWFoYhQ4bgt99+szj+6NGjuOOOO+Dv74+YmBi89dZbLq2dfA9DERERVZGTk4OXX37Z5aEoKSkJO3bswMWLF6s8l5qaih49eqBVq1ZITExEs2bNsH//fuzevRtBQUEYMmQIdDodAECj0WDw4MFo3rw5Dh48iLfffhvz58/HypUrXVo/+RaGIiIicpt7770XjRo1wpo1ayz2FxUV4YsvvkBSUhJOnjyJa9eu4ZVXXkG7du1wyy23ICUlBXl5eTh37hwAYO3atdBqtVi9ejVuueUWPPzww5gxYwYWL17shnclknFFa2c2BZdhkAJDERERVSEIgsW/rqJUKjFu3DisWbPG4rW++OIL6PV6jBkzBu3atUODBg2watUqaLVa3Lx5E6tWrUKHDh3QokULAMDevXvRr18/izWahgwZglOnTuH69esufQ/kOxiKiIjIwuXLlzFjxgwAwIwZM0y3wnCVSZMm4fTp08jMzDTtS01NxQMPPICQkBAEBQUhIyMDn332GQICAlC/fn2kpaXh+++/h1JZcRF1bm4uIiMjLdo1Ps7NzXVp/eQ7GIqIiMjkiy++QMeOHfHnn3/ioYcewp9//omOHTviiy++cNlrtm/fHn369MHq1asBAFlZWfjpp5+QlJQEALh58yaSkpLQt29f7Nu3D3v27EGnTp1wzz334ObNmy6rq9YoVc4PnylV7n4XPoGhiIiITI4fP44BAwbg999/x4YNG/D777+bHrtSUlISNm7ciBs3biA1NRWtW7dG//79AQDr1q3D2bNnkZqaittuuw29e/fGunXrcObMGWzZsgUAEBUVhby8PIs2jY+joqJcWjv5Di7eSEREJikpKZDL//17OSIiAl9++SUMBtcuDvjQQw/hqaeewrp16/Dpp59i6tSppltwlJSUQC6XW9ySw/jYWFd8fDxefPFF6HQ6qFQVvSY7duxAu3btEBYW5tLayXewp4iIiEzMA5E9+6VSv359jB49Gs8//zxycnIwYcIE03N33XUXrl+/jmnTpuHEiRP4/fffMXHiRCiVSgwcOBAA8Mgjj0CtViMpKcnUy/Xuu+8iOTnZpXVLQa72l2QTY9myZYiLi0NwcDCCg4MRHx+P77//vtpzvvjiC7Rv3x7+/v7o3LkzvvvuO4vnBUHAvHnzEB0djYCAACQkJOCvv/4S/f1wJ4YiIiLyCElJSbh+/TqGDBmCxo0bm/a3b98eX3/9NY4ePYr4+HjccccdyM7ORlpaGqKjowEAISEh2L59O86cOYPu3btj9uzZmDdvHqZMmeKut+PRmjZtijfeeAMHDx7Er7/+ijvvvBPDhw+3OUz6888/Y8yYMUhKSsLhw4cxYsQIjBgxAsePHzcd89Zbb+G9997D8uXLsX//ftSrVw9DhgxBaWlpbb0tp8kEV19v6UE0Gg1CQkKQd7UQwcHB7i6HnODPgV+iKkpLS3HmzBm0bNkS/v7ieg7qquq+Z8bPjMJC13xmGNsPGPYhZKoAp9oSdDdxc+s0p2oNDw/H22+/bZrgbm706NEoLi7GN998Y9rXu3dvdO3aFcuXL4cgCGjcuDFmz56Np59+GgBQWFiIyMhIrFmzBg8//LBjb6yWsaeIiIjIR2g0GoutrKysxnP0ej3Wr1+P4uJixMfHWz1m7969SEhIsNg3ZMgQ7N27FwBw5swZ5ObmWhwTEhKCXr16mY7xBvx7m4iIyI0USgVkSoVTbQhCxfkxMTEW+1NSUjB//nyr5xw7dgzx8fEoLS1F/fr1sXnzZnTs2NHqsbbWgTKuAWX8t7pjvAFDERERkY+4cOGCxfCZn5+fzWPbtWuHI0eOoLCwEF9++SXGjx+PzMxMm8GoLuDwGRGRj6lDU0Wd5mvfK+PVZMatulCkVqsRGxuL7t27Y+HChejSpQveffddq8faWgfKuAaU8d/qjvEGDEVERD5CoagYQtFqtW6uxHuUlJQAgGltI3dQKOVQKBVObs5/nBsMBptzkOLj45Genm6xb8eOHaY5SC1btkRUVJTFMRqNBvv377c5T8kTcfiMiMhHKJVKBAYGIj8/HyqVyuVrC3kzQRBQUlKCy5cvIzQ01BQo64rnn38eQ4cORbNmzXDjxg2sW7cOGRkZ2LZtGwBg3LhxaNKkCRYuXAgAeOqpp9C/f38sWrQI99xzD9avX49ff/0VK1euBADIZDLMnDkTr776Ktq0aYOWLVti7ty5aNy4MUaMGOGutykaQxERkY+QyWSIjo7GmTNncO7cOXeX4xVCQ0O9anhHKpcvX8a4ceOQk5ODkJAQxMXFYdu2bbjrrrsAAOfPn7cI1X369MG6devw0ksv4YUXXkCbNm3w1VdfoVOnTqZjnn32WRQXF2PKlCkoKCjA7bffjrS0NK9aHsJr1ilauHAhNm3ahJMnTyIgIAB9+vTBm2++iXbt2tndBtcp8h1cp4jINoPBwCE0O6hUqmp7iGprnaIGY1MhVwc61ZZBW4Kraye6rNa6wms+WjIzMzFt2jTcdtttKC8vxwsvvIDBgwfjjz/+QL169dxdHhGRx5DL5V711zmRp/CaUJSWlmbxeM2aNYiIiMDBgwfRr18/N1VFREREvsJrQlFlhYWFACqWJbelrKzMYia9RqNxeV1ERERiKJQKyJ1cvFFmqFsTxV3FKy9NMBgMmDlzJvr27WsxyauyhQsXIiQkxLRVXumTiIiIyMgrQ9G0adNw/PhxrF+/vtrjnn/+eRQWFpq2Cxcu1FKFRERE5G28bvhs+vTp+Oabb7Br1y40bdq02mP9/PyqXc2TiIiIyMhrQpEgCHjyySexefNmZGRkoGXLlu4uiYiIyGmcU+Q5vCYUTZs2DevWrcOWLVsQFBRkuutuSEgIAgIC3FwdEREReTuvmVO0bNkyFBYWYsCAAYiOjjZtGzZscHdpRERE5AO8pqfISxbeJiIiEoXDZ57Da3qKiIiIiFyJoYiIiIgIXjR8RkRE5ItUKiXkauc+jg0CP86lwJ4iIiIiIjAUEREREQFgKCIiIiICwDlFREREbqVQyqBQOtdHodfLJKqmbmNPEREREREYioiIiIgAcPiMiIjIrVQqORQq5/oo5Ab2cUiB30UiIiIiMBQRERERAeDwGRERkVupVUoonFzRWm/gx7kU2FNEREREBIYiIiIiIgAMRUREREQAOKeIiIjIrZRKudMrWsucPJ8q8LtIREREBIYiIiIiIgAMRURERG6lUMqhdHITO/y2cOFC3HbbbQgKCkJERARGjBiBU6dOVXvORx99hDvuuANhYWEICwtDQkICDhw4YHHMhAkTIJPJLLbExETR3xN3YSgiIiKqYzIzMzFt2jTs27cPO3bsgE6nw+DBg1FcXGzznIyMDIwZMwY7d+7E3r17ERMTg8GDB+PSpUsWxyUmJiInJ8e0/e9//3P125EMJ1oTERH5CI1GY/HYz88Pfn5+VY5LS0uzeLxmzRpERETg4MGD6Nevn9W2165da/H4448/xsaNG5Geno5x48ZZvGZUVJSjb8Gt2FNERETkRmq1QpINAGJiYhASEmLaFi5caFcNhYWFAIDw8HC76y4pKYFOp6tyTkZGBiIiItCuXTtMnToVV69etbtNd2NPERERkY+4cOECgoODTY+t9RJVZjAYMHPmTPTt2xedOnWy+7Wee+45NG7cGAkJCaZ9iYmJGDlyJFq2bInTp0/jhRdewNChQ7F3714oFApxb8YNGIqIiIh8RHBwsEUosse0adNw/Phx7N692+5z3njjDaxfvx4ZGRnw9/c37X/44YdNX3fu3BlxcXFo3bo1MjIyMGjQIFF1uQOHz4iIiNxIpZBDpXRyUzj2cT59+nR888032LlzJ5o2bWrXOe+88w7eeOMNbN++HXFxcdUe26pVKzRs2BBZWVkO1Vfb2FNERERUxwiCgCeffBKbN29GRkYGWrZsadd5b731Fl577TVs27YNPXr0qPH4ixcv4urVq4iOjna25FrBniIiIqI6Ztq0afjss8+wbt06BAUFITc3F7m5ubh586bpmHHjxuH55583PX7zzTcxd+5crF69Gi1atDCdU1RUBAAoKirCM888g3379uHs2bNIT0/H8OHDERsbiyFDhtT6e3QEQxEREVEds2zZMhQWFmLAgAGIjo42bRs2bDAdc/78eeTk5Fico9Vq8eCDD1qc88477wAAFAoFjh49imHDhqFt27ZISkpC9+7d8dNPP9k14dsTcPiMiIjIjZRKGVTO3tBVKRN1uCAINR6TkZFh8fjs2bPVHh8QEIBt27aJqsPTsKeIiIiICAxFRERERAA4fEZERORWKoXjl9SbOHs+AWAo8ml6Q81jxrYo5OLGp4mIiLwdQ5EPcSYEVdcWA5JIxdcdO69emLR1EBGRKAxFPkDKMFRT+wxINjgahGy1wYBEVGf4qxRQqZy7L5ii3PPvK+YNGIq8mKvDUHWvyXAEaYKQPW0zIBER1QqGIi/kjjBkrYY6G4xcGYaqez2GIyIil2Io8iKeEIbM1cleo9oORNZem+GIiMglGIq8hKcFInN1otfInWGosuLrDEZEPkSpkDu9orXAS/IlwVDk4Tw5DJnz6V4jTwpERuw1IiKSHKOlB/OWQGTOG2uulicGInOeXh8RkRdhT5GH8uZw4RPDad4UNthrROTVpFjRmsNn0uB30cPoDYJXByIjr34P3hSIzHlr3UREHoKhyIN4dZCwwivfj7cHC2+vn4jIjTh85iG8MkDYwauG0nwlUPDqNCKv4q9WQK12bkVqOVe0lgR7ijyArwYiI694f74SiIx87f0QEdUChiI384rAQN6JwYiISBSGIjeqS4HIo9+rL4cHX35vREQS45wiN/HokOAiHjm/qC6EBs4xIvJofko5/Jxc0Vrm5PlUgd9FqlUeFQbrQiAyqkvvlYjIQQxFbuBRwYDqDgYjIqJqcfisljEQecgwWl0NCBxKI/I4aqUcamdvCMvhM0nwu1iLGIj+5dbvRV0NREZ1/f0TEdnAUFRLGIiIiIg8G4fPyG3cMozGXpIKHEYj8hhquQxqhXO/CwV3T0nwEewpqgXsJfIQDESW+P0gIrJgV09ReHi4qEZlMhkOHTqE5s2bO1SUL2Egqp5HTLquy9hjRERkYlcoKigowNKlSxESElLjsYIg4IknnoBer3e6OCLJsFeEiDxUgEoGf5VzAzdylbg/Lnft2oW3334bBw8eRE5ODjZv3owRI0bYPD4jIwMDBw6ssj8nJwdRUVGmxx9++CHefvtt5ObmokuXLnj//ffRs2dPUbW5k91zih5++GFERETYdeyTTz7pcEG+hL1E9mFvkZuxt4iozikuLkaXLl0wadIkjBw50u7zTp06heDgYNNj81ywYcMGJCcnY/ny5ejVqxeWLl2KIUOG4NSpU3bnB3ezKxQZDAZRjd64ccOhYnwJA5EHYS9RzRiMiOqUoUOHYujQoaLPi4iIQGhoqNXnFi9ejMmTJ2PixIkAgOXLl+Pbb7/F6tWrMWfOHGfKrTWcaE0egSGSiMh5Go3GYisrK5O0/a5duyI6Ohp33XUX9uzZY9qv1Wpx8OBBJCQkmPbJ5XIkJCRg7969ktbgSqIvyf/xxx+xadMmnD17FjKZDC1btsSDDz6Ifv36uaI+r8QPeA/CXiL7sbeIyC3UShnUSuemEBj+OT8mJsZif0pKCubPn+9U2wAQHR2N5cuXo0ePHigrK8PHH3+MAQMGYP/+/bj11ltx5coV6PV6REZGWpwXGRmJkydPOv36tUVUKHr88cexcuVKhIWFoW3bthAEAT///DM+/PBDPPHEE3j//fddVScA8RPD3IGByHGcW0RE5JwLFy5YzPnx8/OTpN127dqhXbt2psd9+vTB6dOnsWTJEvy///f/JHkNT2D38NnmzZuRmpqK1atX48qVK9i7dy/27duH/Px8fPTRR1i5ciW2bt3qylpNE8M+/PBDl74OWdLpDTY3j8ZeIvH4PSPyasHBwRabVKHImp49eyIrKwsA0LBhQygUCuTl5Vkck5eXZ3F1mqezu6coNTUVycnJmDBhgsV+uVyOSZMm4dSpU1i1ahWGDRsmdY0mjk4Mqy2+0EskNuhUPl6lcG6amkf3FpVrre9Xqmu3DiLyKWqFHH5O/u40OHm+I44cOYLo6GgAgFqtRvfu3ZGenm4awTEYDEhPT8f06dNrvTZH2R2KDh06hJdeesnm8yNHjsQDDzwgSVFSKSsrs5hkptFo3FiNZ5Oq18fYjrPhyCPYCkE1HeftIYlzi4h8XlFRkamXBwDOnDmDI0eOIDw8HM2aNcPzzz+PS5cu4dNPPwUALF26FC1btsQtt9yC0tJSfPzxx/jxxx+xfft2UxvJyckYP348evTogZ49e2Lp0qUoLi42XY3mDewORVeuXEHTpk1tPt+0aVNcvXpVkqKksnDhQrz88su18lre2kvkqiEwt4cjZ4aB7A1D9pzvrQGJwYjIp/36668WizEmJycDAMaPH481a9YgJycH58+fNz2v1Woxe/ZsXLp0CYGBgYiLi8MPP/xg0cbo0aORn5+PefPmITc3F127dkVaWlqVydeeTCYIgl2f5nK5HHl5eWjUqJHV5/Py8tC4ceNaW8laJpPVONHaWk9RTEwM8q4WWkxEk4K3haLanA/kSDCqaQjNv6Y470gocjYMVccbwxFDEdVxGo0GISEhKCyU/jPDvP0PfjyOgPpBTrV1s+gGpt/ZyWW11hWirj6bO3cuAgMDrT5XUlIiSUFS8vPzc+kkMyMGIvtez6OH1FwZiIzte1swYm8REdUxdoeifv364dSpUzUeQ57L3VeL6fSG2glGYnqJXB2GrL2Wt4UjIqI6wu5QlJGR4cIy7FPTxDB38JZeIncHIiN7g1GtXIVWm4Go8ut6SzBibxER1SGieoqGDx+OYcOGoU2bNq6syaaaJoaRdZ4SiIxqrceoOu4KROav7y3BiIhcSi2XQy13cjkTJ8+nCnZ/F5OSkvDzzz/j1ltvRYcOHfDcc89hz549sHOetiQGDBgAQRCqbO4KRN7QS+RpgcjIZXXZM3Tm7kBkVK71nFqqwwUdiaiOsDsUjR8/Hhs3bsSVK1ewaNEiFBQUYNSoUYiKisKkSZPw1Vdf4ebNm66slUTy1EBkVFN9LgmdnhhCPLEmIqI6SHR/m5+fH+6++26sWLEC2dnZ2Lp1K6KjozF37lw0aNAA9957r8Wdc8k9PD0QGdVqnZ4cPjy5NiJyKaVcBpWTm9JT7wTgZZwehOzVqxdee+01HDt2DMeOHcOgQYOQk5MjRW0ezZOHzrwlEEnO24d5PDkYefv3lojIDqJD0fjx47Fr1y6rz7Vu3RqzZs3Cgw8+6HRh5BhvDES1UrMnBw4iIvIIokNRYWEhEhIS0KZNG7z++uu4dOmSK+ryaJ7aS1TbgUhvEGxuYtmqXZLvtTcFIk+ulb1FRC7hp1BIspHzRIeir776CpcuXcLUqVOxYcMGtGjRAkOHDsWXX34JnU7nihrJQ4gJPs4EJEk5EjL0eutbbfHkYERE5MMcmlPUqFEjJCcn47fffsP+/fsRGxuLxx57DI0bN8asWbPw119/SV0n1cCVvUTOhht7z3fqPTjbi2FP+KnNkOSpwYi9RUTkw5yaaJ2Tk4MdO3Zgx44dUCgUuPvuu3Hs2DF07NgRS5YskapGj+L2ng8rXBWIpO7pqfWeI3uChTMBx9XhyFODERGRjxJ1Q1gA0Ol02Lp1K1JTU7F9+3bExcVh5syZeOSRR0x35t28eTMmTZqEWbNmSV4wuZ6rg0t1t/Cwttq1S275IWWYMbbFMX0icoBKLofKyRWpnT2fKogORdHR0TAYDBgzZgwOHDiArl27Vjlm4MCBCA0NlaA8z1IXeolq6z26/N5m1fWyuKp3R6+XPhh54u1AeD80IvJRokPRkiVLMGrUKPj7+9s8JjQ0FGfOnHGqMKqZtwYi89ezFoxE3xtNzDwXV88FqivBiIjIB4kORY899pgr6iA3c1cvmEt6jGz1EtXWFWQcTiMiEZQKGVQK534PKp08nyrY9ef4yJEjodFo7G507NixuHz5ssNFeSJPGzqTspfI3e/N2utLPnm8Ni+pd8Vretqka16FRkQ+yK6eoi1btiA/P9+uBgVBwNdff40FCxYgIiLCqeLI9ZwNRGLOr65HqKYeI7t7lKyFB3cEIvPXZo8REZFXsCsUCYKAtm3buroWspNUvSjOrj3kzDnWAk7l4CN6bpHVF60+EAn6cruakSlEjzRb1iBFMOLcIiKfxKvPPIddv+l37twpuuEmTZqIPsdTuXt4yZy7A5FU3wuXX30G2AxE9gYha+c4FY58Da9CIyIfY9dv+P79+7u6DqpFzvbySF2HeTgSHZbM57bYMe/GkUBk7XzR4Yi9RUREHo9/9nqR2r7hq1FtL+Zo/tjhITQrvUTOBqLKbbktGBGRT/GXy+Hv5O8GPYfPJMHvYh0jNuA4dsd7weom9evYS9CXSxqIzNsVTYpJ3550JRqvQiMiH8Keohp40nwiZ7kyENUUeiofY21NDvMeItHDaOZBwSx41Bhc9JUChkLc0JRDPUZEROSR+NvcS9T20Jm9gcieMFTdefYsWGYcQrMrKNnTE1M5CFX3nB0hSfQ8IymG0Ti3iIhIcg4Nn5WXl+OHH37AihUrcOPGDQBAdnY2ioqKJC2OpCOm18eeY+0ZErNH5XbMX9vZXroqvUR6bfWByBpHzrGrXTeunUREHkUul0Hh5CZ39dW8dYTonqJz584hMTER58+fR1lZGe666y4EBQXhzTffRFlZGZYvX+6KOt3CU4bOarOXyN5A5Eib1fXy6PSCqdfI7qEz43wWK3NsrAYiZ+i1NfYa1fpQmqf0FvHSfCLyEaJ7ip566in06NED169fR0BAgGn//fffj/T0dEmLI2lIGe7sCUR6g2Cx1bRfTNvVv3BF74tFIKqup0evt9pj882OH9H+9sFo2ycBH6/93LKtGoiafM3eIiIijyI6FP3000946aWXoFZb/oXaokULXLp0SbLCSBpSDpvZcwWZ2NerfLzxNYz7jf861FtmLcQYg5B5IDHbV15WhtnzFyL9i09xaMcWvLPsY1y9dt2yzRrCkSuudLPJk65EIyKHODt0ZtzE+vDDD9GiRQv4+/ujV69eOHDggM1jBwwYAJlMVmW75557TMdMmDChyvOJiYkOfU/cRXQoMhgM0Fv5C/fixYsICgqSpCj6V20NnTkTiMSGIanPr2ikUi9R5eBio1eosgNHjuKWNrFoEtEI9evVQ+LAftieudvK60kUjNhbRERusGHDBiQnJyMlJQWHDh1Cly5dMGTIEJs3c9+0aRNycnJM2/Hjx6FQKDBq1CiL4xITEy2O+9///lcbb0cyokPR4MGDsXTpUtNjmUyGoqIipKSk4O6775ayNnKSvUHD2UBU3XM1bdbastVbZFVNPSV2hiGj7NzLaBwVYTq3SWQELuXm2WibvTQmXK+IyCNoNBqLrayszOpxixcvxuTJkzFx4kR07NgRy5cvR2BgIFavXm31+PDwcERFRZm2HTt2IDAwsEoo8vPzszguLMy75huKnhW6aNEiDBkyBB07dkRpaSkeeeQR/PXXX2jYsKHXJcLqeMIka3etYG1Zg/hA5MiQXeX1icwnXturSi9R5TBUU++NrUnSBsf+O9g98drZS/Q9ZcI1ETlEqZBBKfL3nbU2ACAmJsZif0pKCubPn2+xT6vV4uDBg3j++edN++RyORISErB37167Xm/VqlV4+OGHUa9ePYv9GRkZiIiIQFhYGO688068+uqraNCggQPvyLrk5GTR57z00ksIDw+361jRoahp06b47bffsGHDBvz2228oKipCUlISxo4dazHxmryDlPdBq7nHyTJcmN++w9bCjdXdAuTfnfasTWTfcFbjqAhk5/7bfXwpNw89b+1i/eAarkazKxA5E4bcHYR4xRmRx7lw4QKCg4NNj/38/Kocc+XKFej1ekRGRlrsj4yMxMmTJ2t8jQMHDuD48eNYtWqVxf7ExESMHDkSLVu2xOnTp/HCCy9g6NCh2Lt3LxQS3eJo6dKliI+PrzKv2Zbdu3dj+vTprgtFAKBUKjF27FiMHTvWkdOpFkjR0yXmajDrV5NV38Ni/rxxcUbg316jyr1FOr0B2tKb0JfrEN0o7N8P5X+GbmTAP8NpVX8JVBRpJTxV+h+11+39cDz5RWRrbiIkOBhpmXsw78U5kAVUM1/OleGEwYOIRAgODrYIRa6watUqdO7cGT179rTY//DDD5u+7ty5M+Li4tC6dWtkZGRg0KBBkr3+5s2bERERYdexYuc6iw5FCxcuRGRkJCZNmmSxf/Xq1cjPz8dzzz0ntkmyojaGzqoLTrYCkbVzql5BJr524znWwpH548jwih9wQTB7TQmDgxLAoiVLMXD4QzAYDHj22WfRoGUHydonInK3hg0bQqFQIC/Pcr5kXl4eoqKiqj23uLgY69evxyuvvFLj67Rq1QoNGzZEVlaWZKEoNTUVISEhdh+/YsWKKj1i1RE90XrFihVo3759lf233HKLzyzc6AnziZzhqvodDURiJlybn683SLNqtljDhg3Dn3/+iaysLEyZMqXWX5+I6pbaviRfrVaje/fuFmsLGgwGpKenIz4+vtpzv/jiC5SVleHRRx+t8XUuXryIq1evIjo62u7aajJ+/HirQ4K2PPLII1XmPVVHdCjKzc21+gYbNWqEnJwcsc2Rm4jtJXIkENm61L66hR2N7Xh7MCUi8mTJycn46KOP8Mknn+DEiROYOnUqiouLMXHiRADAuHHjLCZiG61atQojRoyoMnm6qKgIzzzzDPbt24ezZ88iPT0dw4cPR2xsLIYMGeKS93DhwgVcvHjR9PjAgQOYOXMmVq5c6XCboofPYmJisGfPHrRs2dJi/549e9C4cWOHCyHPYG/PTHWByNal9jW1o5DLzK4+M6ByZndkcTIiIqpq9OjRyM/Px7x585Cbm4uuXbsiLS3NNNR0/vx5yOWWv4NPnTqF3bt3Y/v27VXaUygUOHr0KD755BMUFBSgcePGGDx4MBYsWCCqZ0eMRx55BFOmTMFjjz2G3Nxc3HXXXbjllluwdu1a5ObmYt68eaLbFB2KJk+ejJkzZ0Kn0+HOO+8EAKSnp+PZZ5/F7NmzRRdAVTkzn8ieHhaxvTA1hRwxgcjWaxsDkfnjmuogIvIFjq5IXbkNsaZPn47p06dbfS4jI6PKvnbt2lnO5zQTEBCAbdu2ia7BGcePHzdN9v7888/RqVMn7NmzB9u3b8fjjz9eO6HomWeewdWrV/HEE09Aq61YD8bf3x/PPfec1a428h72DptZnmM9ENV0t/tyu3qk/u0tErtmERER+TadTmfqhfrhhx8wbNgwAED79u0dns4jek6RTCbDm2++ifz8fOzbtw+//fYbrl275lAiI+9T3aTomr4u1wumrTLz/eZzjoyv4Y4J10RE5LmMF3j99NNP2LFjh+k+a9nZ2Q4vGOnQOkUAUL9+fdx2222Onu6xvHmIRuqhM3uHvmoKROYhyNHFIisPrxER+Qp3DZ95uzfffBP3338/3n77bYwfPx5dulQstLt169YqayjZS3QoKi4uxhtvvIH09HRcvnwZhkq3QPj7778dKoQquOvWHmJ7Ymxdel/56/JK9zGr/LW1Nsz/5zZOulbIZRxCIyIilJSUIDAwEAMGDMCVK1eg0Wgs7rE2ZcoUBAYGOtS26FD0n//8B5mZmXjssccQHR0NmYwfVL6oul4ia8Nm9gQi47+lNdyWwx/mq0wboFbK3bZmEREReZaGDRvizjvvxLBhwzB8+PAqizO2aNHC4bZFh6Lvv/8e3377Lfr27evwi5L0nBk6czRsVLd2UeX5QcC/YUhn1rtY+bVVChl0BgNUcjnqqSp+PBXyirlFaqXoKXBERORjTp48iS1btuDzzz/HjBkz0KVLFwwbNgzDhg1D586dnWpb9KdMWFiY3TdWI99gq5eo8vP2BiKdvqLXp0Snr3hstpXo9BXPGwwo1pXbXPmaiMhXKBVyqJzclIq680djs2bN8OSTT+KHH35AXl4eZs6ciWPHjuGOO+5Aq1atMHPmTPz444/Q23Oz8EpEfxcXLFiAefPmoaSkRPSLkXdwptfJ2hyiUr1Z+Pkn8OgMBpTp9SjT61GkKzdtFY91KNHpUaLTo1hXjnI9QxEREVUVEhKCMWPGYP369cjPz8fy5cuh1+sxceJENGrUCGvXrhXVnujhs0WLFuH06dOIjIxEixYtoFKpLJ4/dOiQ2CbpH66cZO3o0JnYXqLK+4yByPhaxjCk++cYrdlQ2k2tAQHqipyuMwhQ/TO5WltugFIhc9skdCIi8nwqlQqDBw/G4MGD8f777+Pw4cMoLy8X1YboUDRixAixp3gNb+2JqO26bU3CrnzpfXWBSGsw4KbWgDKzoKMtF0yP/RTyioBUWrFAqEIu45wiIvJJCpkEl+TX0YueSktLcfTo0SpXw8tkMtx3332i2xMdilJSUkS/CHkPZ9YxMu6rehsQ24FIWy6gRGeAtlKPlVohQ2iAAggA/HR6BKk4fEZERP9KS0vDuHHjcOXKlSrPyWSy2plTRL7D2aEz82OM836MTPOIrASigpvluFGmR8FNPQpK9Sgq00NTWo7LmjLTdqVYh8tF5bh8Q4drZVpcK9WiTMfhMyIiqvDkk09i1KhRyMnJgcFgsNgcCUSAAz1Fer0eS5Ysweeff47z58+b7n9mdO3aNYcKIdeRsofF2hyiys/XFIiMvUNFZXqUlhtw46YOuvKKwFOqq/hB9lcpcOOmDtqgivva1FMqoC1XS/Y+iIg8BVe0dkxeXh6Sk5OrrFPkDNE9RS+//DIWL16M0aNHo7CwEMnJyRg5ciTkcjnmz58vWWFU+xwNTzXd3NV8yExbLph6hwpKdLh2oww3bupwragMeQU3UVisRf71m8grqNiyr9/E+YIyXCnR4YZO51B9RETkex588EFkZGRI2qbonqK1a9fio48+wj333IP58+djzJgxaN26NeLi4rBv3z7MmDFD0gLrCkevrKqNeTY1DZ0Zv7bVSwRUXFl2o0xfMX+o3ICCEh1Kyspxo1SHktJylJToUF5ugFb775UCarUSxSU63CjVIdhfiYaBqio1EBFR3fTBBx9g1KhR+Omnn9C5c+cqV8M7kkdEh6Lc3FzTipH169dHYWEhAODee+/F3LlzRRdAnqm61arNn7O3l6hMbzANmZkHogJNGUpLy1FcrMXNEi305ZbjwP6BfigtLUeQvwoR9R2+fzERkcdSKZy/t2NdvDfk//73P2zfvh3+/v7IyMiwuO2YTCarnVDUtGlT5OTkoFmzZmjdujW2b9+OW2+9Fb/88gv8/PxEF0DuIeV9xKwFKGMvkfmwmVYvoLTcAJ3eYOohKi0tR2FhKUpLyiraqhSKijUVi4TmFdzExYIAyWomIiLv9uKLL+Lll1/GnDlzIJdLc92Y6Fbuv/9+pKenA6iY+T137ly0adMG48aNw6RJkyQpiqRj7/Ca7cUdax46Mz42HzoDYFqg0dhLpC03oFSrx42bFYFIoykzBSJ9ub5KIDIq1pTgypVi/H25yK73QkREvk+r1WL06NGSBSLAgZ6iN954w/T16NGj0bx5c/z8889o06aNQwslkXexN2SZzyUy7yUqKSuv2Ep0KC7WmgJRTa7kaZyqm4iIfMv48eOxYcMGvPDCC5K1KToU7dq1C3369IFSWXFq79690bt3b5SXl2PXrl3o16+fZMXVJi4M+K/q5hOZszafyDjBGoDFXCJjL1GpTo/iEh1KSirmEInBYEREvoiX5DtGr9fjrbfewrZt2xAXF1dlovXixYtFtyk6FA0cOBA5OTmIiIiw2F9YWIiBAwc6vGASeafKV50Z6SqFKPNeovJyA27eLK92yIyIiKg6x44dQ7du3QAAx48ft3hO5uBtT0SHIkEQrL7Y1atXUa9ePYeKIO9SU6+a1aGzf3qJdOUGlJRoodOWMxAREZHDdu7cKXmbdoeikSNHAqhIXxMmTLC40kyv1+Po0aPo06eP5AWS9KS88qxK2zaGznT6ik2r1UPH23UQEZnIJRg+k9fB4TNXsHvKdkhICEJCQiAIAoKCgkyPQ0JCEBUVhSlTpuCzzz5zZa1UiavnQVW+8kzM+kTmSssN0P2zlZZWDJ+xl4iIiMQaOXIkNBr755eOHTsWly9ftvt4u3uKUlNTAQAtWrTA008/zaEyHyJVuKp8KT4AaM3Ck+6fFat1ZqtWExER2WvLli3Iz8+361hBEPD1119jwYIFVeZB2yJ6TtGzzz4LQfj3g+7cuXPYvHkzOnbsiMGDB4ttjuD4LT5qS3U3fzUyn2QN/DufCIBpPpFx6IwTrImI/qVSyKFSOLfWjrPnewtBENC2bVuXtS86FA0fPhwjR47E448/joKCAvTs2RNqtRpXrlzB4sWLMXXqVFfUSR7KeOWZUVmlqw+15RVhyRj8OHRGRESOcmRydZMmTew+VnQoOnToEJYsWQIA+PLLLxEVFYXDhw9j48aNmDdvHkORB3FkWMwV85TMAxEREZGj+vfv79L2Rfe3lZSUICgoCACwfft2jBw5EnK5HL1798a5c+ckL7CyDz/8EC1atIC/vz969eqFAwcOuPw1SRztP0NpJWZXmemMPUacT0RE5BHEfp5+8cUXaN++Pfz9/dG5c2d89913Fs8LgoB58+YhOjoaAQEBSEhIwF9//eXKtyA50aEoNjYWX331FS5cuIBt27aZ5hFdvnwZwcHBkhdobsOGDUhOTkZKSgoOHTqELl26YMiQIaJmllPtKLMyT0rKnqKLFy9K1hYRkTsZV7R2dhND7Ofpzz//jDFjxiApKQmHDx/GiBEjMGLECItFE9966y289957WL58Ofbv34969ephyJAhKC0tder7U5tEh6J58+bh6aefRosWLdCrVy/Ex8cDqOg1Mq4s6SqLFy/G5MmTMXHiRHTs2BHLly9HYGAgVq9e7dLXJccZL8eXQsnJdNPXzZs3x6pVqyRpl4iorhH7efruu+8iMTERzzzzDDp06IAFCxbg1ltvxQcffACgopdo6dKleOmllzB8+HDExcXh008/RXZ2Nr766qtafGfOER2KHnzwQZw/fx6//vor0tLSTPsHDRpkmmvkClqtFgcPHkRCQoJpn1wuR0JCAvbu3Wv1nLKyMmg0GouNvJO+6Co0u5ebHhsMBvz3v/9ljxERkZnKn3llZWVVjnHk83Tv3r0WxwPAkCFDTMefOXMGubm5FseEhISgV69eNtv0RA5dwxcVFYVu3bpBLv/39J49e6J9+/aSFVbZlStXoNfrERkZabE/MjISubm5Vs9ZuHChxSKTMTExLquPXKtckwMIlpPA9Xo9srKy3FQREZE0/JXSbAAQExNj8bm3cOHCKq/nyOdpbm5utccb/xXTprPuvPNOFBQUVNmv0Whw5513OtSmXVefjRw5EmvWrEFwcLDpdh+2bNq0yaFCXOH5559HcnKy6bFGo2EwqmX+SmnWzlAGRwMymUUwUigUiI2NlaR9IiJfcOHCBYv5vea35PI1GRkZ0Gq1VfaXlpbip59+cqhNu0JRSEiI6SawISEhDr2Qsxo2bAiFQoG8vDyL/Xl5eYiKirJ6jp+fn0//QHgLlQTBSFG/AYJvfxyan5ZVPFYosGLFCjRt2tTptomIfEVwcHCNFz058nkaFRVV7fHGf/Py8hAdHW1xTNeuXcW+jWodPXrU9PUff/xh0ROl1+uRlpYmam0ic3aFIuMtPip/XZvUajW6d++O9PR0jBgxAkDFvJL09HRMnz7dLTWRbX4KOYB/F2lUKeVQOhmOAtsPMoWis2fPMhARkW8ovg4onFzUttj+ObOOfJ7Gx8cjPT0dM2fONO3bsWOH6WKrli1bIioqCunp6aYQpNFosH//fsnXL+zatStkMhlkMpnVYbKAgAC8//77DrUtevFGd0pOTsb48ePRo0cP9OzZE0uXLkVxcTEmTpzo7tLIjFoux00YEKiSo6jM8n90lVoJbWnV7k6xGIiIiBxX0+fpuHHj0KRJE9OcpKeeegr9+/fHokWLcM8992D9+vX49ddfsXLlSgCATCbDzJkz8eqrr6JNmzZo2bIl5s6di8aNG5uCl1TOnDkDQRDQqlUrHDhwAI0aNTI9p1arERERAYVC4VDbdoWibt26mYbPanLo0CGHCrHH6NGjkZ+fj3nz5iE3Nxddu3ZFWlpalYldVEEhl4leodqRc8z5KRTQGf5doFGt/PeePs72FBERkTRq+jw9f/68xcVUffr0wbp16/DSSy/hhRdeQJs2bfDVV1+hU6dOpmOeffZZFBcXY8qUKSgoKMDtt9+OtLQ0+Pv7S1p78+bNAVT0bklNJghCjZ+AL7/8sunr0tJS/N///R86duxo6jbbt28ffv/9dzzxxBNWZ7p7Co1Gg5CQEORdLawy5uqK21vYy9EbwtpTs7VjdHqh2mOMj411GR+b/1uuFywe39DpoNML0BkMKNKVo7C0HDfK9Cgo1eOypgzXisqQf/0mrl4twc0SrcO9RbkfPQgAsOPHlojIKcbPjMLCqp8Zkraffdbp9jUaDUIat3BZrZ5i69atGDp0KFQqFbZu3VrtscOGDRPdvl09RSkpKaav//Of/2DGjBlYsGBBlWMuXLggugCquLuxo8GoNtjqPTLfr5LLoTO7GWyAWm5a1dpfrYC/SgG1WgGVSo6bABRKBW8MS0QEAOU6oNzJaQXlOmlq8XAjRoxAbm4uIiIiqh2Wk8lk0OvFf8aIHs/44osvMG7cuCr7H330UWzcuFF0AeR+9i4Pb36cUlH1HNU/+1Rmx6mN+5RyqJRyqNVKqNReNZWNiIg8hMFgQEREhOlrW5sjgQhwIBQFBARgz549Vfbv2bNH8nFDqp7Ye90YqawEGuvHiZ8DpDIbg/ZTyBGokpvWKlIp5fD3V0KplEOhdGwSHBERkauI/pN95syZmDp1Kg4dOoSePXsCAPbv34/Vq1dj7ty5khdI3sl4BRrw72RrlUIOtVqBevXUuFni/BVoREQ+Qa+v2Jxto46ZMWMGYmNjMWPGDIv9H3zwAbKysrB06VLRbYruCpgzZw4++eQTHDx4EDNmzMCMGTNw6NAhpKamYs6cOaILIO9TUw+V3z+XQgao5VArZVArZPBXKxAUoELgPz1FAYFq9hYREZHDNm7ciL59+1bZ36dPH3z55ZcOtenQ5I6HHnoIDz30kEMv6KmcvRS9rjIGJH8YA44BOkPFvCKt2dxxf6Ucpf/0FgUGqlBSooV/oB9KS8o44ZqIiES7evWq1btsBAcH48qVKw61yYVjqAprPUHW9lmbbA38O69ILZeb5hWplXLTVWiB/koEBqpFzy1qHBNu97FERN5CMJRD0Du5ma0PV1fExsYiLS2tyv7vv/8erVq1cqhNXgZE1aq8XIC9PWrGRRyNl+arFTL4K+UI9FOiVKdHYKAK5eUGlJcbTD1F1fUYNYwMRptmoXDd0qBERORNkpOTMX36dOTn55tu95Geno5FixY5NJ8IYCjyefaGGLHDh5WPV8hlVofQAGNvkQCtXjDNLaqstKTM5tpF9YID0bBhPTQOC7C7PiIi8m2TJk1CWVkZXnvtNdPaiS1atMCyZcusLh1kD4aiOkqlkFVZ2dpR1gKVcQitcm9RsH/Fj5yu3ADdP18rlXIUKuUoLzdApy2HvlxvGlYLCFQjJMQfTRvWQ+sGXPKBiHyQXluxOdtGHTR16lRMnToV+fn5CAgIQP369Z1qj6HIy7lqgri1do37zJ9TKmQoNwtX/v9ceWZc3dq8tyg0ACi4qTcNowGwuC9aaWnFmLhWWw71Pws8Bgf7IaSeGk3CAtAwsGoPExERkflNYZ1hVyhKTk62u8HFixc7XExd5sm3+rBVm3k4Mk7ENt32Q1ERhiroEaCWA1ogUFWpR+mfhR11/gboAlXQlRsA+JlWwA7yV6FxWABiQtQI81e75P0REZF3uPXWW5Geno6wsLAab1bvyA3q7QpFhw8frvJC5eXlaNeuHQDgzz//hEKhQPfu3UUXQJ7D0V6nyr1FgHH4zABAjjK9Hmq5HLCSaUrLDabQVRGI/hXop0RooAoR9VVoGKhCqB9DERFRXTZ8+HD4+fkBQLX3PnOUXaFo586dpq8XL16MoKAgfPLJJwgLCwMAXL9+HRMnTsQdd9wheYHkPFthx5F5RZWH0Kz1FvlDgVKz1VUrFnPUA6gajNTKituAlFYKRP7Kisv4I+orEVGvopfIT8UVJIjIB+kNEqxo7ZkjDVILCwuD/J85qxMnTkTTpk1Nj6UgEwRB1KdikyZNsH37dtxyyy0W+48fP47BgwcjOztbsuKkptFoEBISgryrhQgODq7yvLsXb3R0+Myeum0dUzkUVT7O/LGxPuO+yv+W6wXoDYLpcaleD53BAJ1egM5gQJleD51BgNZgwE2tAWV6A7TlAkp0Fe1q9YLpBrIVaxvJEBqgRLifGpGB/ggKUKJz0yAAgMgfWyIi0YyfGYWF1j8zpGq/4MSvCA5yboKw5kYRQjv0cFmtnkKpVCI7OxsRERFQKBTIyckx3SBWkvbFnqDRaJCfn19lf35+Pm7cuCFJUeQ+9gyh2dNbZJpbZDaMVsGsx0gL+CkAtbLqmLCfQo4QfyXqq5QIVCmgVsodvgEuERH5hsaNG2Pjxo24++67IQgCLl68iNLSUqvHNmvWTHT7okPR/fffj4kTJ2LRokUWN4R95plnMHLkSNEFeBJvvdWHp9RtPrfIuG6RcRit8sRrlVwBtVwOrcGAACsLq6vlclMgClKpoFTI4K/ivdKIyAfpyys2Z9uoA1566SU8+eSTmD59OmQyGW677bYqxwiCAJlMBr0DQ5KiQ9Hy5cvx9NNP45FHHoFOp6toRKlEUlIS3n77bdEF0L9ceQWao/OKzM+zVp+t3iLjvn8XdAQse4wAYziyxk+hMAUi9hIREREATJkyBWPGjMG5c+cQFxeHH374AQ0aNJCsfdGhKDAwEP/3f/+Ht99+G6dPnwYAtG7dGvXq1ZOsKHIvMUNolRl7iyoHo1K93jSUplIooNMLUMnl0BksQ5Zx0UeVQgaVvCIMKRUyBiMiIgIABAUFoVOnTkhNTUXfvn1NV6NJweHFG+vVq4e4uDjJCiHPZau3yNbcopqDEVDRawRTQKr4uiL0qORy+CsUUMhlpk2lYCgiIh+lLQW0Tq6lrLU+r8aXjR8/HgUFBfh//+//4fTp03jmmWcQHh6OQ4cOITIyEk2aNBHdpuj/CsXFxXjjjTeQnp6Oy5cvw1DpL/2///5bdBHkPGd6d6S45Ye9wQhApXAEVL7S3jwQ+akYhoiIqKqjR48iISEBISEhOHv2LCZPnozw8HBs2rQJ58+fx6effiq6TdGh6D//+Q8yMzPx2GOPITo6utrVJMl7Wbvha3W9RdbOtRaMAFSaZ1T1dY3/KhWySr1F/FkjIqIKs2bNwoQJE/DWW28hKCjItP/uu+/GI4884lCbokPR999/j2+//RZ9+/Z16AWpeu663YfY3qLqhtHM95kHIwAW4cga43PmgYhDZ0REVNmvv/6KlStXVtnfpEkT5ObmOtSm6FAUFhaG8PBwh17MG3jK5e2OcGYIzZ5jxbZvHowAWIQjW4zHGgOR8Wvzf4mIfImg10Eod+4u94JeJ1E13sPPzw8ajabK/j///NPhG8SKXht7wYIFmDdvHkpKShx6QfJc1oanKgcR88fGO9xX3l/5a/PeH/PN2j7z4TJjL5Gt2oiIqO4aNmwYXnnlFdPyQDKZDOfPn8dzzz2HBx54wKE2RfcULVq0CKdPn0ZkZCRatGgBlUpl8bwjd6Ul72VrflHlla0rPwb+7RUyf974tfmwGXuIiIioskWLFuHBBx9EREQEbt68if79+yM3Nxfx8fF47bXXHGpTdChyxV1pyZIz84qcHUKzNreopmG0ysEIsB2G7JlPZOsYhiMi8km6MkDn5CX5ujJpavEiISEh2LFjB3bv3o2jR4+iqKgIt956KxISEhxuU/R/hZSUFIdfjHxHdcHI2vP2Bhrjcea9RCoFe4uIiMi622+/HbfffrskbTkZTclbOdtbZG2ftWAEwK6J3ZXnKjEEERGRLQaDAWvWrMGmTZtw9uxZyGQytGzZEg8++CAee+wxh5cLsmuidXh4OK5cuQLg36vPbG2+wBM+kM0nMYvlqvqttVt5n0ohr1J75cnT1jbzc82H0SpPsJZyOXciIo+g00qzuci1a9cwduxYBAcHIzQ0FElJSSgqKrJ5vDGkWNu++OIL03HWnl+/fn2N9QiCgGHDhuE///kPLl26hM6dO+OWW27BuXPnMGHCBNx///0Ov1e7eoqWLFliWhhpyZIlXLDRR4jtLbJ1jrV9xmBk79wo4/HW5hWZT7y+qrlpGcSKr//7tfklrQ7cHblaCtsLTtqkVEtbgzX1wlz/GkRUp40dOxY5OTnYsWMHdDodJk6ciClTpmDdunVWj4+JiUFOTo7FvpUrV+Ltt9/G0KFDLfanpqYiMTHR9Dg0NLTGetasWYNdu3YhPT0dAwcOtHjuxx9/xIgRI/Dpp59i3Lhxdr7Df8kEQfDORXkcoNFoEBISgryrhQgODq72WE9Yq8jZRRzteQ81HWNrQUdr5zn7PaschFSV1iwy70XyV6IiEJVrTQFI0JcD+n+CkXko0peLLMTG3wq2gpHCdviR2WrL3rbtVRsBrCYMaORjjJ8ZhYU1f2Y40/71zE0Iru/cTdU1RcUI6z9S8lpPnDiBjh074pdffkGPHj0AAGlpabj77rtx8eJFNG7c2K52unXrhltvvRWrVq0y7ZPJZNi8ebPoC7gGDx6MO++8E3PmzLH6/Ouvv47MzExs27ZNVLuAA+sUjRs3DqmpqTh9+rToFyNxnBlCs5ejQ222htKkaM/W17ZPNgsUxoBisU9pO+hUPkbCQEREVNs0Go3FVlbm3FVpe/fuRWhoqCkQAUBCQgLkcjn2799vVxsHDx7EkSNHkJSUVOW5adOmoWHDhujZsydWr14Ne/ppjh49atG7VNnQoUPx22+/2VVbZaInWqvVaixcuBBJSUlo0qQJ+vfvjwEDBqB///5o06aNQ0V4Im9e2drI3vfgyDBadec5OsHa/LHKxhpGVSjVpmEzmUJZ0VukUFf0GBmDjLHXyN5eG4uCqunBqSEQ1aleIiJynLYUKHPyj2BtKYCKoStzKSkpmD9/vsPN5ubmIiIiwmKfUqlEeHi43bfSWLVqFTp06IA+ffpY7H/llVdw5513IjAwENu3b8cTTzyBoqIizJgxo9r2rl27hsjISJvPR0ZG4vr16zafr47oT4mPP/4YAHDp0iXs2rULmZmZWLRoEf773/8iOjoaFy9edKgQ8lyOBCPjc2JUDkROTRg3BiOgInQ4MsfIiUBU53DojMgjXLhwwWL4zNbFKXPmzMGbb75ZbVsnTpxwup6bN29i3bp1mDt3bpXnzPd169YNxcXFePvtt2sMRXq9Hkql7fiiUChQXi5y2sQ/HL4kPywsDA0aNEBYWBhCQ0OhVCodvtcI2VZbN4itqVeppmAEOD6nyJ7wU+NQ4j/Bx9RbZO15wL5wVFPPjR2BiL1EROQOwcHBds0pmj17NiZMmFDtMa1atUJUVBQuX75ssb+8vBzXrl1DVFRUja/z5ZdfoqSkxK5Jz7169cKCBQtQVlZW7ZXGgiBgwoQJNo9xZshQdCh64YUXkJGRgcOHD6NDhw7o378/5syZg379+iEsjH8tehpnbgBbWXXByHg+YH84shaGKvcSOd1bBPzbYwQ4H0KkDERERACEci2Ecud+b4i9oWyjRo3s6siIj49HQUEBDh48iO7duwOouMLLYDCgV69eNZ6/atUqDBs2zK7XOnLkCMLCwmpcemX8+PE1tuXIlWeAA6HojTfeQKNGjZCSkoKRI0eibdu2Dr2wN/CFeUWAtO+jpmBkfD1H2xalXpjlJfm2eovMh9KcIXUgcjagERG5WIcOHZCYmIjJkydj+fLl0Ol0mD59Oh5++GHTlWeXLl3CoEGD8Omnn6Jnz56mc7OysrBr1y589913Vdr9+uuvkZeXh969e8Pf3x87duzA66+/jqeffrrGmlJTU6V7g5WIDkWHDx9GZmYmMjIysGjRIqjVatNk6wEDBvh0SHKX2hpCA+wLUMbwUlM4slflMCQ6VJlNtjaSNBjZOX+o1nuIPGXojPOJiHza2rVrMX36dAwaNAhyuRwPPPAA3nvvPdPzOp0Op06dQklJicV5q1evRtOmTTF48OAqbapUKnz44YeYNWsWBEFAbGwsFi9ejMmTJ7v8/VTH6XWKfvvtNyxZsgRr166FwWCAXupF8yQkZp0iI0/pKZIiFIl5L/Ye62wwqi4Qma90XXmfvzF/GHuKbCzcaHV+kb3hSMRkatGBSIpeIoYiIpeqrXWKrm1dieB6gc61VVyC8GFTXFZrXSH6T1tBEHD48GFkZGQgIyMDu3fvhkajQVxcHPr37++KGgm121sE2D/k5mivkbWhspp6iBwZlrM68bpy2DFdpeZYyKjTgYiIyIeIDkXh4eEoKipCly5d0L9/f0yePBl33HGHXUtzeyNfmVcEiH8vYo6vHHIqhySx84WcGkKrdAm+zSvSTC/meMCo85Oq2UtERD5E9G/0zz77DHfccQe759xAit4iVwYjcy4PQSLVGIwcbFM09hIRUWWlJYDcyT++S29KU0sdJ3oJzXvuucciEGk0Gnz11VeSLPJEtcORRRVdFVqstW3+2OFbnVgJH1L16sgUSvcFIiIichnRnzgPPfQQPvjgAwAVK1X26NEDDz30EOLi4rBx40bJCyRLtXE/NFukDka27p8mivnwjR09KA4HGrPzHSJVIGIvERGRy4j+hN21axfuuOMOAMDmzZshCAIKCgrw3nvv4dVXX5W8QE/g6qEdd3Dmxq3Ofj9c2fNk+UK2g4iYcGQ81u2ByNNwPhER+RjRoaiwsBDh4eEAgLS0NDzwwAMIDAzEPffcg7/++kvyAqkqqXqLnAkmxmAjpo2ajq/8nCTvs4ZAYh54bG2ufH1R2EtE5Jt0Wmk2cproT52YmBjs3bsXxcXFSEtLMy3KdP36dfj7+0teILmWFD025gGpus2ZOuyu01pwcFdPja/2EBER+SjRfwbPnDkTY8eORf369dG8eXMMGDAAQMWwWufOnaWuz2N42qX5Uq5b5O73Zv0eaBLPnap0mb7LSR2IPK2XiENnROSDRIeiJ554Aj179sSFCxdw1113QS6v+PBq1aqVz84pqgvcFYxcMrfIym0/Kl6sloKRrwciIpKWTgfonPy9odNJU0sd59CEiR49eqBHjx4AAL1ej2PHjqFPnz4IC+Nfj7VJ6lWuazsY2QpEonuJKt8YttoXdXEw4pAZEZHXEj1GMXPmTKxatQpARSDq378/br31VsTExCAjI0Pq+jyKJ16FJvUwU21dGeby16iud8UVwUWhcE27nthLxKEzIvJRoj9Rv/zyS3Tp0gUA8PXXX+PMmTM4efIkZs2ahRdffFHyAsk9XBlaqmvbWshzSS1ShRhXhSHAMwMREUlPp5NmI6eJDkVXrlxBVFQUAOC7777DqFGj0LZtW0yaNAnHjh2TvEBPUxd6i4yk7jWqtfWJjOwJFY6GGleGIU/GXiIi8mGiP00jIyPxxx9/QK/XIy0tDXfddRcAoKSkBIq6+CHhIVy50rUjaxJZO78mTr0HWx/W9va2GEOOrbBT0/NSYy8REVGtEz3ReuLEiXjooYcQHR0NmUyGhIQEAMD+/fvRvn17yQsk+0k98dqayuGm8sRsT+xJc4g7Az4DERGRW4gORfPnz0enTp1w4cIFjBo1Cn5+fgAAhUKBOXPmSF6gJ3L3uj6eRKoQZKuXSJL2bV2i74k8ORBx6IzINcpKAbmTnyllZdLUUsc5dEn+gw8+WGXf+PHjnS6GnFcbvUVSq5Wb3HpDMPLkQEREVAc49GmUmZmJ++67D7GxsYiNjcWwYcPw008/SV2bR/PkYaJaCRkSkbRWb+7J8PRA5M3fWyIiO4n+RPrss8+QkJCAwMBAzJgxAzNmzEBAQAAGDRqEdevWuaJGcoA3BaNa46nBw1PrIqLawRvCegzRw2evvfYa3nrrLcyaNcu0b8aMGVi8eDEWLFiARx55RNICyXGePpRWU3Cr1VuAuIs3BCL2EhFRHSG6O+Hvv//GfffdV2X/sGHDcObMGUmK8haePIRm5Kk9Ri6ry54PcE8JIp5SBxERAXCgpygmJgbp6emIjY212P/DDz8gJiZGssJIOp7WY+QRQc3dPUYMRERkpNMCSif/yObwmSREh6LZs2djxowZOHLkCPr06QMA2LNnD9asWYN3331X8gKNXnvtNXz77bc4cuQI1Go1CgoKXPZaYnjL5fmeEozsDUS10gtnDCa1HY68KRBx6IyI6hDRoWjq1KmIiorCokWL8PnnnwMAOnTogA0bNmD48OGSF2ik1WoxatQoxMfHm25IS+IYA4m7wlGt9RDVCwOKr9t/fG31GnlTGCIiqoNEhaLy8nK8/vrrmDRpEnbv3u2qmqx6+eWXAQBr1qyp1de1h7f0FhnVdq+RRwyX1cSVwchbwxB7iYiojhEVipRKJd566y2MGzfOVfVIqqysDGVmq3xqNBo3VuNZaqvXyJFA5LYJ7FIPp3lrGAIYiIhqU1kZIHN2RWvOKZKC6E+sQYMGITMz0xW1SG7hwoUICQkxba6cCO4NV6JZo1LIXdKT46p27ebMh7pS/e/mzPlERORVRM8pGjp0KObMmYNjx46he/fuqFevnsXzw4YNs7utOXPm4M0336z2mBMnTjh8o9nnn38eycnJpscajYZXyNlgHmAc7T2SIgR5XLisHG4q9yL5YvhhLxER1VGiQ9ETTzwBAFi8eHGV52QyGfR6vd1tzZ49GxMmTKj2mFatWomqz5yfn5/phrW1wdvmFtliLdxUDkpeMU9I7IRre/hiCCIi99LpAIWzl+TrpKnFCkeu/p4wYQI++eQTi31DhgxBWlqa6fG1a9fw5JNP4uuvv4ZcLscDDzyAd999F/Xr15f6LdhNdCgyGKSbg9KoUSM0atRIsvY8ga8Eo8q8IgSR89hLRESVOHr1d2JiIlJTU02PK3dSjB07Fjk5OdixYwd0Oh0mTpyIKVOmuPWWYaJDkbucP38e165dw/nz56HX63HkyBEAQGxsrFtTJUnH44bOiIi8TOULiqQYMXH06m8/Pz9ERUVZfe7EiRNIS0vDL7/8gh49egAA3n//fdx9991455130LhxY6dqdpTdf/7/+OOP6Nixo9UruAoLC3HLLbdg165dkhZnbt68eejWrRtSUlJQVFSEbt26oVu3bvj1119d9pqO4oe7B2HPh/34vSJyD51Omg0Vd50wv8Bo4cKFbntbGRkZiIiIQLt27TB16lRcvXrV9NzevXsRGhpqCkQAkJCQALlcjv3797ujXAAieoqWLl2KyZMnIzg4uMpzISEh+O9//4slS5agX79+khZotGbNGo9co4ikwSDpZgxERD7hwoULFp/TtTmv1lxiYiJGjhyJli1b4vTp03jhhRcwdOhQ7N27FwqFArm5uYiIiLA4R6lUIjw8HLm5uW6pGRDRU/Tbb78hMTHR5vODBw/GwYMHJSnKF/BD3oPwA5+I6ojg4GCLzVYomjNnDmQyWbXbyZMnHa7j4YcfxrBhw9C5c2eMGDEC33zzDX755RdkZGQ43GZtsLunKC8vDyqVynZDSiXy8/MlKcpX+Oqka6kxQLoZQyORWwlaLQQnF28UtOKuPnP11d/W2mrYsCGysrIwaNAgREVF4fLlyxbHlJeX49q1azbnIdUGu0NRkyZNcPz4ccTGxlp9/ujRo4iOjpasMCJJueLyfF/AQERUJ9X21d8XL17E1atXTTkhPj4eBQUFOHjwILp37w6gYu6ywWBAr169aq2uyuwePrv77rsxd+5clJaWVnnu5s2bSElJwb333itpcb6AvSDV4/eHiMiznT9/HkeOHLG4+vvIkSMoKioyHdO+fXts3rwZAFBUVIRnnnkG+/btw9mzZ5Geno7hw4cjNjYWQ4YMAVBxI/nExERMnjwZBw4cwJ49ezB9+nQ8/PDDbrvyDBDRU/TSSy9h06ZNaNu2LaZPn4527doBAE6ePIkPP/wQer0eL774ossK9WYcRvMQ7C2yxF4iIrLDvHnzLBZi7NatGwBg586dGDBgAADg1KlTKCwsBAAoFAocPXoUn3zyCQoKCtC4cWMMHjwYCxYssJjjtHbtWkyfPh2DBg0yLd743nvv1d4bs0ImCILdn9bnzp3D1KlTsW3bNhhPk8lkGDJkCD788EO0bNnSZYVKQaPRICQkBHlXC61eRedKDEVVOdNL5O/MClsMRgxERHYwfmYUFrrmM8PY/tUZIxDsZ3vOrl1tlenQ4L2vXFZrXSHqo6V58+b47rvvcP36dWRlZUEQBLRp0wZhYfwFWxP2FlnisJkbMRAREVnl0N/bYWFhuO2226SuxecxGHkIDqMREZEVXnObD1/BYOQhvUR1NRixl4jI8+h0Ii57qqYNchrv8ukGHhEKqO5hICIiqhZDkZvU1WDkUe+7LoWEuvReiYgcxOEzqjUeFYiM6sIwGgMRkWcrl2D4rJzDZ1JgT5EbeWRIcBGPfq++HBp8+b0REUmMocjNPDosSMQr3qMvhgdffE9ERC7EUOQBvCI0kHdhICIiEo1zijyEr16q71WBz1fmFzEQEXkVQ7EWBp3BuTa05RJVU7exp8iDKOQy7woRNfDK9+LtgcLb6yciciP2FHkgX+g18spAZGQMFt7Ua8QwRETkNIYiD+XNwcirA5E5bxlOYyAi8mqG8nIYnPy1aSjn8JkUOHzmwbwtXPja8B8Azw8cnl4fEZEXYSjycN4SNLyhRod5YvCoF+aZdREReTEOn3kJTx5O8+lAZOQp84wYhIh8jqAth+Dkr3dBx+EzKTAUeRFj+PCUcFQnwlBl7gxHDERERC7FUOSF3B2O6mQYqqy2whGDEBFRrWEo8mK1HY4YhqxwVThiGCIiqnUMRT7APKy4IiAxDNmhcogRG5IYgojqLP1NHfTlzv3u1nNOkSQYinxM5QDjSEhiCJIAQw4RkddhKPJxDDhERET2YSgiIiJyI0Gnd/6S/HK9NMXUcVy8kYiIiAgMRUREREQAOHxGRETkVgZtOQxOXjls4PCZJNhTRERERASGIiIiIiIADEVERERuZdDqJdlc4ezZs0hKSkLLli0REBCA1q1bIyUlBVqt1uY5165dw5NPPol27dohICAAzZo1w4wZM1BYWGhxnEwmq7KtX7/eJe/DXpxTRERERFadPHkSBoMBK1asQGxsLI4fP47JkyejuLgY77zzjtVzsrOzkZ2djXfeeQcdO3bEuXPn8PjjjyM7OxtffvmlxbGpqalITEw0PQ4NDXXl26kRQxERERFZlZiYaBFaWrVqhVOnTmHZsmU2Q1GnTp2wceNG0+PWrVvjtddew6OPPory8nIolf9Gj9DQUERFRbnuDYjE4TMiIiIfodFoLLaysjLJX6OwsBDh4eGizwkODrYIRAAwbdo0NGzYED179sTq1ashOLuKpZPYU0RERORGOp0eWoOTbegr5hTFxMRY7E9JScH8+fOda9xMVlYW3n//fZu9RNZcuXIFCxYswJQpUyz2v/LKK7jzzjsRGBiI7du344knnkBRURFmzJghWb1iyQR3x7JapNFoEBISgryrFYmVvJc/4zwRuZjxM8PYy+Gq9v/q1hZBCoVTbd3Q69Hm8J+4cOGCRa1+fn7w8/OrcvycOXPw5ptvVtvmiRMn0L59e9PjS5cuoX///hgwYAA+/vhju+rSaDS46667EB4ejq1bt0KlUtk8dt68eUhNTcWFCxfsatsV+NFCRETkI4KDg+0KcLNnz8aECROqPaZVq1amr7OzszFw4ED06dMHK1eutKuWGzduIDExEUFBQdi8eXO1gQgAevXqhQULFqCsrMxqkKsNDEVERERupNMZoDPInGtDL278rVGjRmjUqJFdx166dAkDBw5E9+7dkZqaCrm85unIGo0GQ4YMgZ+fH7Zu3Qp/f/8azzly5AjCwsLcFogAhiIiIiKy4dKlSxgwYACaN2+Od955B/n5+abnjFeNXbp0CYMGDcKnn36Knj17QqPRYPDgwSgpKcFnn31mmvQNVIQxhUKBr7/+Gnl5eejduzf8/f2xY8cOvP7663j66afd8j6NGIqIiIjIqh07diArKwtZWVlo2rSpxXPGKck6nQ6nTp1CSUkJAODQoUPYv38/ACA2NtbinDNnzqBFixZQqVT48MMPMWvWLAiCgNjYWCxevBiTJ0+uhXdlGydak1fiRGsicrXammj9W/tWkky07nLyb5fVWldwnSIiIiIiMBQRERERAWAoIiIiIgLAidZERERupdMaoHWyi0JncHJJbALAniIiIiIiAAxFRERERAA4fEZERORWunIDdBw+8wjsKSIiIiICQxERERERAA6fERERuVV5uYByuXM3lyg31JmbU7gUe4qIiIiIwFBEREREBIChiIiIiAgA5xQRERG5VZlOD6WTc4rKeEm+JNhTRERERASGIiIiIiIAHD4jIiJyK50gQCc4N3zm7PlUgT1FRERERPCSUHT27FkkJSWhZcuWCAgIQOvWrZGSkgKtVuvu0oiIiMhHeMXw2cmTJ2EwGLBixQrExsbi+PHjmDx5MoqLi/HOO++4uzwiIiKHcfjMc3hFKEpMTERiYqLpcatWrXDq1CksW7aMoYiIiIgk4RWhyJrCwkKEh4dXe0xZWRnKyspMjzUajavLIiIiIi/lFXOKKsvKysL777+P//73v9Uet3DhQoSEhJi2mJiYWqqQiIjIPsbhM2c3cp5bQ9GcOXMgk8mq3U6ePGlxzqVLl5CYmIhRo0Zh8uTJ1bb//PPPo7Cw0LRduHDBlW+HiIiIvJhbh89mz56NCRMmVHtMq1atTF9nZ2dj4MCB6NOnD1auXFlj+35+fvDz83O2TCIiIqoD3BqKGjVqhEaNGtl17KVLlzBw4EB0794dqampkMu9cuSPiIiIPJRXTLS+dOkSBgwYgObNm+Odd95Bfn6+6bmoqCg3VkZEROQcrSBAaXBuTpCWc4ok4RWhaMeOHcjKykJWVhaaNm1q8ZzAHwQiIiKSgFeMQU2YMAGCIFjdiIiIiKTgFaGIiIjIV3n6JfnDhg1Ds2bN4O/vj+joaDz22GPIzs6u9pzS0lJMmzYNDRo0QP369fHAAw8gLy/P4pjz58/jnnvuQWBgICIiIvDMM8+gvLzcZe/DHgxFREREZNPAgQPx+eef49SpU9i4cSNOnz6NBx98sNpzZs2aha+//hpffPEFMjMzkZ2djZEjR5qe1+v1uOeee6DVavHzzz/jk08+wZo1azBv3jxXv51qyYQ6NAal0WgQEhKCvKuFCA4Odnc55AR/r5gNR0TezPiZUVjoms8MY/ufhjZCoMy5PooSwYBxBfm4cOGCRa2uWJpm69atGDFiBMrKyqBSqao8X1hYiEaNGmHdunWm8HTy5El06NABe/fuRe/evfH999/j3nvvRXZ2NiIjIwEAy5cvx3PPPYf8/Hyo1WpJa7YXe4qIiIjcqFwQJNkAICYmxuJODgsXLpS01mvXrmHt2rXo06eP1UAEAAcPHoROp0NCQoJpX/v27dGsWTPs3bsXALB371507tzZFIgAYMiQIdBoNPj9998lrVkM/r1NRETkI6z1FEnhueeewwcffICSkhL07t0b33zzjc1jc3NzoVarERoaarE/MjISubm5pmPMA5HxeeNz7sKeIiIiIh8RHBxssdkKRWJvs/XMM8/g8OHD2L59OxQKBcaNG+eTV4Czp4iIiKiOEXubrYYNG6Jhw4Zo27YtOnTogJiYGOzbtw/x8fFVzouKioJWq0VBQYFFb1FeXp5pweWoqCgcOHDA4jzj1WnuXJSZoYiIiMiNSvQGCDLn2rgpGEQdL+Y2W5UZDBWvVVZWZvX57t27Q6VSIT09HQ888AAA4NSpUzh//rwpRMXHx+O1117D5cuXERERAaBioebg4GB07NjRobqkwOEzIiIismr//v344IMPcOTIEZw7dw4//vgjxowZg9atW5sCzqVLl9C+fXtTz09ISAiSkpKQnJyMnTt34uDBg5g4cSLi4+PRu3dvAMDgwYPRsWNHPPbYY/jtt9+wbds2vPTSS5g2bZpbb+TOUERERERWBQYGYtOmTRg0aBDatWuHpKQkxMXFITMz0xRedDodTp06hZKSEtN5S5Yswb333osHHngA/fr1Q1RUFDZt2mR6XqFQ4JtvvoFCoUB8fDweffRRjBs3Dq+88kqtv0dzXKeIvBLXKSIiV6utdYoWBYYhwMl1im4KBswuue6yWusK9hQRERERgaGIiIiICACvPiMiInKrMgMgkzk3k6WszkyEcS32FBERERGBoYiIiIgIAEMREREREQDOKSIiInKrUglWxpGiDWJPEREREREAhiIiIiIiABw+IyIicqtivYByJ28IW8bhM0mwp4iIiIgIDEVEREREADh8RkRE5FZlBgHg8JlHYE8RERERERiKiIiIiABw+IyIiMitygwCBCeHz7QcPpMEe4qIiIiIwFBEREREBKCODZ8J/3Qv3tBo3FwJOUtbp35yicgdNP98VgguHprSQgCcfAmtsw0QgDoWim7cuAEAiG0Z4+ZKiIjIW9y4cQMhISGSt6tWqxEVFYVPcnMlaS8qKgpqtVqStuoqmeDqCOxBDAYDsrOzERQUBJnMyVltZjQaDWJiYnDhwgUEBwdL1q6reWPdrLn2eGPd3lgz4J1114WaBUHAjRs30LhxY8jlrpltUlpaCq1WK0lbarUa/v7+krRVV9WpniK5XI6mTZu6rP3g4GCv+eVgzhvrZs21xxvr9saaAe+s29drdkUPkTl/f38GGQ/CidZEREREYCgiIiIiAsBQJAk/Pz+kpKTAz8/P3aWI4o11s+ba4411e2PNgHfWzZrJF9WpidZEREREtrCniIiIiAgMRUREREQAGIqIiIiIADAUEREREQFgKJLc2bNnkZSUhJYtWyIgIACtW7dGSkqKZCuWusprr72GPn36IDAwEKGhoe4ux6YPP/wQLVq0gL+/P3r16oUDBw64u6Rq7dq1C/fddx8aN24MmUyGr776yt0lVWvhwoW47bbbEBQUhIiICIwYMQKnTp1yd1k1WrZsGeLi4kyL8sXHx+P77793d1mivPHGG5DJZJg5c6a7S6nW/PnzIZPJLLb27du7u6waXbp0CY8++igaNGiAgIAAdO7cGb/++qu7yyIPw1AksZMnT8JgMGDFihX4/fffsWTJEixfvhwvvPCCu0urllarxahRozB16lR3l2LThg0bkJycjJSUFBw6dAhdunTBkCFDcPnyZXeXZlNxcTG6dOmCDz/80N2l2CUzMxPTpk3Dvn37sGPHDuh0OgwePBjFxcXuLq1aTZs2xRtvvIGDBw/i119/xZ133onhw4fj999/d3dpdvnll1+wYsUKxMXFubsUu9xyyy3Iyckxbbt373Z3SdW6fv06+vbtC5VKhe+//x5//PEHFi1ahLCwMHeXRp5GIJd76623hJYtW7q7DLukpqYKISEh7i7Dqp49ewrTpk0zPdbr9ULjxo2FhQsXurEq+wEQNm/e7O4yRLl8+bIAQMjMzHR3KaKFhYUJH3/8sbvLqNGNGzeENm3aCDt27BD69+8vPPXUU+4uqVopKSlCly5d3F2GKM8995xw++23u7sM8gLsKaoFhYWFCA8Pd3cZXk2r1eLgwYNISEgw7ZPL5UhISMDevXvdWJlvKywsBACv+vnV6/VYv349iouLER8f7+5yajRt2jTcc889Fj/bnu6vv/5C48aN0apVK4wdOxbnz593d0nV2rp1K3r06IFRo0YhIiIC3bp1w0cffeTussgDMRS5WFZWFt5//33897//dXcpXu3KlSvQ6/WIjIy02B8ZGYnc3Fw3VeXbDAYDZs6cib59+6JTp07uLqdGx44dQ/369eHn54fHH38cmzdvRseOHd1dVrXWr1+PQ4cOYeHChe4uxW69evXCmjVrkJaWhmXLluHMmTO44447cOPGDXeXZtPff/+NZcuWoU2bNti2bRumTp2KGTNm4JNPPnF3aeRhGIrsNGfOnCqTCytvJ0+etDjn0qVLSExMxKhRozB58mSvqJnIaNq0aTh+/DjWr1/v7lLs0q5dOxw5cgT79+/H1KlTMX78ePzxxx/uLsumCxcu4KmnnsLatWu96i7pQ4cOxahRoxAXF4chQ4bgu+++Q0FBAT7//HN3l2aTwWDArbfeitdffx3dunXDlClTMHnyZCxfvtzdpZGHUbq7AG8xe/ZsTJgwodpjWrVqZfo6OzsbAwcORJ8+fbBy5UoXV2ed2Jo9WcOGDaFQKJCXl2exPy8vD1FRUW6qyndNnz4d33zzDXbt2oWmTZu6uxy7qNVqxMbGAgC6d++OX375Be+++y5WrFjh5sqsO3jwIC5fvoxbb73VtE+v12PXrl344IMPUFZWBoVC4cYK7RMaGoq2bdsiKyvL3aXYFB0dXaXXsEOHDti4caObKiJPxVBkp0aNGqFRo0Z2HXvp0iUMHDgQ3bt3R2pqKuRy93TIianZ06nVanTv3h3p6ekYMWIEgIq//tLT0zF9+nT3FudDBEHAk08+ic2bNyMjIwMtW7Z0d0kOMxgMKCsrc3cZNg0aNAjHjh2z2Ddx4kS0b98ezz33nFcEIgAoKirC6dOn8dhjj7m7FJv69u1bZWmJP//8E82bN3dTReSpGIokdunSJQwYMADNmzfHO++8g/z8fNNzntyjcf78eVy7dg3nz5+HXq/HkSNHAACxsbGoX7++e4v7R3JyMsaPH48ePXqgZ8+eWLp0KYqLizFx4kR3l2ZTUVGRxV/QZ86cwZEjRxAeHo5mzZq5sTLrpk2bhnXr1mHLli0ICgoyzdcKCQlBQECAm6uz7fnnn8fQoUPRrFkz3LhxA+vWrUNGRga2bdvm7tJsCgoKqjJXq169emjQoIFHz+F6+umncd9996F58+bIzs5GSkoKFAoFxowZ4+7SbJo1axb69OmD119/HQ899BAOHDiAlStXuq0XnzyYuy9/8zWpqakCAKubJxs/frzVmnfu3Onu0iy8//77QrNmzQS1Wi307NlT2Ldvn7tLqtbOnTutfl/Hjx/v7tKssvWzm5qa6u7SqjVp0iShefPmglqtFho1aiQMGjRI2L59u7vLEs0bLskfPXq0EB0dLajVaqFJkybC6NGjhaysLHeXVaOvv/5a6NSpk+Dn5ye0b99eWLlypbtLIg8kEwRBqM0QRkREROSJePUZERERERiKiIiIiAAwFBEREREBYCgiIiIiAsBQRERERASAoYiIiIgIAEMREREREQCGIiIiIiIADEVEbiOTyfDVV1851caaNWsQGhoq6pyzZ89CJpOZbuWSkZEBmUyGgoICp2rxRC1atIBMJqvV9zdhwgTTazr735eIahdDEXkV8w8clUqFyMhI3HXXXVi9ejUMBoO7yxMlJycHQ4cOdXcZ6NOnD3JychASElLjsd4YoF555RW735+5mzdvol69esjKysKaNWtMP3cKhQJhYWHo1asXXnnlFRQWFlqc9+677yInJ0fKt0BEtYShiLxOYmIicnJycPbsWXz//fcYOHAgnnrqKdx7770oLy93d3l2i4qKgp+fn7vLgFqtRlRUFGQymbtLcYmgoCCH3t+OHTvQvHlzxMbGAgCCg4ORk5ODixcv4ueff8aUKVPw6aefomvXrsjOzjadFxIS4tE3fyYi2xiKyOv4+fkhKioKTZo0wa233ooXXngBW7Zswffff481a9aYjjt//jyGDx+O+vXrIzg4GA899BDy8vIAAIWFhVAoFPj1118BAAaDAeHh4ejdu7fp/M8++wwxMTEA/h1y2rRpEwYOHIjAwEB06dIFe/fuBQAIgoBGjRrhyy+/NJ3ftWtXREdHmx7v3r0bfn5+KCkpAWA5fFZT+0Zr1qxBs2bNEBgYiPvvvx9Xr16t8ft14MABdOvWDf7+/ujRowcOHz5s8Xzl3p9z587hvvvuQ1hYGOrVq4dbbrkF3333Hc6ePYuBAwcCAMLCwiCTyTBhwgQAQFpaGm6//XaEhoaiQYMGuPfee3H69GnTa9j7/vbs2YMBAwYgMDAQYWFhGDJkCK5fv276b7Rw4UK0bNkSAQEB6NKli8X3216TJk1CXFwcysrKAABarRbdunXDuHHjLI7bsmULhg0bZnosk8kQFRWF6OhodOjQAUlJSfj5559RVFSEZ599VnQdROR5GIrIJ9x5553o0qULNm3aBKDiA3T48OG4du0aMjMzsWPHDvz9998YPXo0gIq/5rt27YqMjAwAwLFjxyCTyXD48GEUFRUBADIzM9G/f3+L13nxxRfx9NNP48iRI2jbti3GjBmD8vJyyGQy9OvXz9Te9evXceLECdy8eRMnT540tXfbbbchMDDQ5vuw1T4A7N+/H0lJSZg+fTqOHDmCgQMH4tVXX632+1JUVIR7770XHTt2xMGDBzF//nw8/fTT1Z4zbdo0lJWVYdeuXTh27BjefPNN1K9fHzExMdi4cSMA4NSpU8jJycG7774LACguLkZycjJ+/fVXpKenQy6X4/77768ypFnd+zty5AgGDRqEjh07Yu/evdi9ezfuu+8+6PV6AMDChQvx6aefYvny5fj9998xa9YsPProo8jMzKz2/VT23nvvobi4GHPmzDHVVFBQgA8++MB0jMFgwDfffIPhw4dX21ZERATGjh2LrVu3muokIi8mEHmR8ePHC8OHD7f63OjRo4UOHToIgiAI27dvFxQKhXD+/HnT87///rsAQDhw4IAgCIKQnJws3HPPPYIgCMLSpUuF0aNHC126dBG+//57QRAEITY2Vli5cqUgCIJw5swZAYDw8ccfV2nvxIkTgiAIwnvvvSfccsstgiAIwldffSX06tVLGD58uLBs2TJBEAQhISFBeOGFF0znAxA2b95sd/tjxowR7r777irvOSQkxOb3a8WKFUKDBg2EmzdvmvYtW7ZMACAcPnxYEARB2LlzpwBAuH79uiAIgtC5c2dh/vz5VturfKwt+fn5AgDh2LFjot5f3759rbZXWloqBAYGCj///LPF/qSkJGHMmDE262jevLmwZMmSKvt//vlnQaVSCXPnzhWUSqXw008/WTy/Z88eISIiQtDr9YIgCEJqaqrN77Px+5mXl2ex3/y/LxF5B/YUkc8QBME0b+TEiROIiYkxDX8BQMeOHREaGooTJ04AAPr374/du3dDr9cjMzMTAwYMwIABA5CRkYHs7GxkZWVhwIABFq8RFxdn+to4NHb58mVTe3/88Qfy8/OrtKfT6fDzzz9Xaa+y6to/ceIEevXqZXF8fHx8te2dOHECcXFx8Pf3t/ucGTNm4NVXX0Xfvn2RkpKCo0ePVns8APz1118YM2YMWrVqheDgYLRo0QJAxRCmueren7GnyJqsrCyUlJTgrrvuQv369U3bp59+ajFMZ6/4+Hg8/fTTWLBgAWbPno3bb7/d4vktW7bg3nvvhVxe869IQRAAwGfnZBHVJQxF5DNOnDiBli1b2n18v379cOPGDRw6dAi7du2yCDGZmZlo3Lgx2rRpY3GOSqUyfW38EDQOEXXu3Bnh4eHIzMy0CEWZmZn45ZdfoNPp0KdPn2prqq792vKf//wHf//9Nx577DEcO3YMPXr0wPvvv1/tOffddx+uXbuGjz76CPv378f+/fsBVMzXMVfd+wsICLDZvnFI89tvv8WRI0dM2x9//OHQvCKDwYA9e/ZAoVAgKyuryvNbt261mE9UnRMnTiA4OBgNGjQQXQcReRaGIvIJP/74I44dO4YHHngAANChQwdcuHABFy5cMB3zxx9/oKCgAB07dgQAhIaGIi4uDh988AFUKhXat2+Pfv364fDhw/jmm2+qzCeqiUwmwx133IEtW7bg999/x+23326a0LtixQr06NED9erVc/g9dujQwRQ2jPbt21fjOUePHkVpaand5wBATEwMHn/8cWzatAmzZ8/GRx99BKDiSjUAFvNnrl69ilOnTuGll17CoEGD0KFDB9PkaDHi4uKQnp5u9bmOHTvCz88P58+fR2xsrMVm3htor7fffhsnT55EZmYm0tLSkJqaanrur7/+wrlz53DXXXfV2M7ly5exbt06jBgxwq5eJSLybPy/mLxOWVkZcnNzcenSJRw6dAivv/46hg8fjnvvvdd0BVFCQgI6d+6MsWPH4tChQzhw4ADGjRuH/v37o0ePHqa2BgwYgLVr15oCUHh4ODp06IANGzaIDkXG9v73v/+ha9euqF+/PuRyOfr162fxGo6aMWMG0tLS8M477+Cvv/7CBx98gLS0tGrPeeSRRyCTyTB58mT88ccf+O677/DOO+9Ue87MmTOxbds2nDlzBocOHcLOnTvRoUMHAEDz5s0hk8nwzTffID8/H0VFRQgLC0ODBg2wcuVKZGVl4ccff0RycrLo9/f888/jl19+wRNPPIGjR4/i5MmTWLZsGa5cuYKgoCA8/fTTmDVrFj755BOcPn0ahw4dwvvvv49PPvlE1OscPnwY8+bNw8cff4y+ffti8eLFeOqpp/D3338DqBg6S0hIqDIhXhAE5ObmIicnBydOnMDq1avRp08fhISE4I033hD9fonI8zAUkddJS0tDdHQ0WrRogcTEROzcuRPvvfcetmzZAoVCAaCi12bLli0ICwtDv379kJCQgFatWmHDhg0WbfXv3x96vd5irs+AAQOq7LOX1O2Z6927Nz766CO8++676NKlC7Zv346XXnqp2nPq16+Pr7/+GseOHUO3bt3w4osv4s0336z2HL1ej2nTpqFDhw5ITExE27Zt8X//938AgCZNmuDll1/GnDlzEBkZienTp0Mul2P9+vU4ePAgOnXqhFmzZuHtt98W/f7atm2L7du347fffkPPnj0RHx+PLVu2QKlUAgAWLFiAuXPnYuHChabavv32W1FDpqWlpXj00UcxYcIE3HfffQCAKVOmYODAgXjssceg1+urXIpvpNFoEB0djSZNmiA+Ph4rVqzA+PHjcfjwYYulF4jIe8kE4yxBIiIf06JFC8ycORMzZ8606/grV64gOjoaFy9eRGRkpFOvLZPJsHnzZowYMcKpdoio9rCniIh82nPPPYf69etXuR2HNdeuXcPixYudCkSPP/446tev7/D5ROQ+7CkiIp917tw56HQ6AECrVq1qZTL05cuXodFoAFQsO+DM5Hoiql0MRURERETg8BkRERERAIYiIiIiIgAMRUREREQAGIqIiIiIADAUEREREQFgKCIiIiICwFBEREREBIChiIiIiAgA8P8B0RKTR1Y6PBYAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import RankineHalfBody\n", "plot_blockage_deficit_map(RankineHalfBody())" ] }, { "cell_type": "markdown", "id": "d6929448", "metadata": {}, "source": [ "### HybridInduction\n", "The idea behind this model originates from [2,3], which advocates to combine near-rotor and farfield approximations of a rotor's induced velocities. Whereas in [1,2] the motivation is to reduce the computational effort, here the already very fast self-similar model [1] is combined with the vortex dipole approximation in the far-field, as the self-similar one is optimized for the near-field (r/R > 6, x/R < 1) and misses the acceleration around the wake for x/R > 0. The combination of both allows capturing the redistribution of energy by blockage. Location at which to switch from near-rotor to far-field can be altered though by setting switch_radius.\n", "\n", "References:\n", "1. N. Troldborg, A.R. Meyer Fortsing, Wind Energy, 2016\n", "2. Emmanuel Branlard et al 2020 J. Phys.: Conf. Ser. 1618 062036\n", "3. Branlard, E, Meyer Forsting, AR. Wind Energy. 2020; 23: 2068– 2086. https://doi.org/10.1002/we.2546" ] }, { "cell_type": "code", "execution_count": 14, "id": "1e6cb5be", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import HybridInduction\n", "plot_blockage_deficit_map(HybridInduction())" ] }, { "cell_type": "markdown", "id": "a3b125a2", "metadata": {}, "source": [ "### Rathmann\n", "\n", "Ole Sten Rathmann (DTU) developed in 2020 an approximation to the vortex cylinder solution (E. Branlard and M. Gaunaa, 2014). In speed it is comparable to the vortex dipole method, whilst giving a flow-field nearly identical to the vortex cylinder model for x/R < -1. Its centreline deficit is identical to the vortex cylinder model, whilst using a radial shape function that depends on the opening of the vortex cylinder seen from a point upstream. To simulate the speed-up downstream the deficit is mirrored in the rotor plane with a sign change." ] }, { "cell_type": "code", "execution_count": 15, "id": "c237252f", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.deficit_models import Rathmann\n", "plot_blockage_deficit_map(Rathmann())" ] }, { "cell_type": "markdown", "id": "6217fc14", "metadata": {}, "source": [ "### Comparing different blockage deficit models" ] }, { "cell_type": "code", "execution_count": 16, "id": "c94d0fee", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "FugaDeficit\n", "FugaMultiLUTDeficit\n", "FugaYawDeficit\n", "HybridInduction\n", "SelfSimilarityDeficit2020\n", "VortexDipole\n", "RankineHalfBody\n", "Rathmann\n", "RathmannScaled\n", "SelfSimilarityDeficit\n", "VortexCylinder\n" ] } ], "source": [ "from py_wake.utils.model_utils import get_models\n", "from py_wake.deficit_models.deficit_model import BlockageDeficitModel\n", "\n", "blockage_deficitModels = get_models(BlockageDeficitModel, exclude_None=True)\n", "for deficitModel in blockage_deficitModels:\n", " print (deficitModel.__name__)" ] }, { "cell_type": "markdown", "id": "0c84859c", "metadata": {}, "source": [ "**1) Deficit along center line**" ] }, { "cell_type": "code", "execution_count": 17, "id": "82c2335e", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=((10,6)))\n", "for i, deficitModel in enumerate(blockage_deficitModels):\n", " fm = get_flow_map(deficitModel(), XYGrid(x=np.linspace(-400,100,300), y=0))\n", " plt.plot(fm.x, 10-fm.WS_eff.squeeze(), ('-','--')[i//10], label=deficitModel.__name__)\n", "setup_plot(title=\"Center line deficit\", xlabel='x/D', ylabel='Deficit [m/s]')" ] }, { "cell_type": "markdown", "id": "1d4af2f9", "metadata": {}, "source": [ "**2) Deficit profile 1 up- and downstream**" ] }, { "cell_type": "code", "execution_count": 18, "id": "8efc6588", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for d in [-1,1]:\n", " plt.figure(figsize=((10,6)))\n", " for i, deficitModel in enumerate(blockage_deficitModels):\n", " fm = get_flow_map(deficitModel(), XYGrid(x=d*D, y=np.linspace(-200,200,300)))\n", " plt.plot(fm.y, 10-fm.WS_eff.squeeze(), ('-','--')[i//10], label=deficitModel.__name__)\n", " setup_plot(title=\"%sD %sstream\"%(abs(d),('down','up')[d<0]), xlabel='x/D', ylabel='Deficit [m/s]')" ] } ], "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 }