diff --git a/floris/Gaussian_wake_visualization.ipynb b/floris/Gaussian_wake_visualization.ipynb new file mode 100644 index 0000000..8cc6bf0 --- /dev/null +++ b/floris/Gaussian_wake_visualization.ipynb @@ -0,0 +1,259 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import floris.tools as wfct" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Floris-modeled wake" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# Initialize the FLORIS interface fi\n", + "fi = wfct.floris_utilities.FlorisInterface(\"V27_v3.json\")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate wake\n", + "fi.calculate_wake()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "turbine = fi.floris.farm.turbines[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Assuming grid with spacing 1\n", + " 260.200 87.400 52.280\n" + ] + } + ], + "source": [ + "flowdata = fi.get_flow_data(grid_spacing=1.25)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Nearest value in z to 32.10 is 31.52\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "hor_plane = wfct.cut_plane.HorPlane(flowdata, turbine.hub_height)\n", + "wfct.visualization.visualize_cut_plane(hor_plane, ax=ax)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Nearest value in x to 54.00 is 53.58\n", + "Nearest value in x to 81.00 is 81.10\n", + "Nearest value in x to 108.00 is 108.63\n", + "Nearest value in x to 135.00 is 134.90\n", + "Nearest value in x to 162.00 is 162.42\n", + "Nearest value in x to 189.00 is 188.69\n", + "Nearest value in x to 216.00 is 216.21\n" + ] + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for downD in range(2,9):\n", + " fig, ax = plt.subplots()\n", + " cross_plane = wfct.cut_plane.CrossPlane(flowdata, downD*turbine.rotor_diameter)\n", + " wfct.visualization.visualize_cut_plane(cross_plane, ax=ax)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.7.1" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/floris/V27_v3.json b/floris/V27_v3.json new file mode 100644 index 0000000..84be233 --- /dev/null +++ b/floris/V27_v3.json @@ -0,0 +1,135 @@ +{ + "type": "floris_input", + "name": "V27_v3", + "description": "V27 model based on OpenFAST-simulated model (v3) performance", + "farm": { + "type": "farm", + "name": "SWiFT", + "description": "nearly-neutral conditions", + "properties": { + "wind_speed": 8.7, + "wind_direction": 270.0, + "turbulence_intensity": 0.107, + "wind_shear": 0.14, + "wind_veer": 0.0, + "air_density": 1.225, + "layout_x": [ + 0.0 + ], + "layout_y": [ + 0.0 + ] + } + }, + "turbine": { + "type": "turbine", + "name": "V27", + "description": "Vestas V27", + "properties": { + "rotor_diameter": 27.0, + "hub_height": 32.1, + "blade_count": 3, + "pP": 1.88, + "pT": 1.88, + "generator_efficiency": 0.96349, + "power_thrust_table": { + "power": [ + 0.4896, + 0.4894, + 0.4892, + 0.4892, + 0.4890, + 0.4886, + 0.4784, + 0.4569, + 0.4285 + ], + "thrust": [ + 0.8192, + 0.8189, + 0.8189, + 0.8188, + 0.8184, + 0.8098, + 0.7519, + 0.6909, + 0.6292 + ], + "wind_speed": [ + 3.0000, + 4.0000, + 5.0000, + 6.0000, + 7.0000, + 8.0000, + 9.0000, + 10.0000, + 11.0000 + ] + }, + "blade_pitch": 0.0, + "yaw_angle": 0.0, + "tilt_angle": 0.0, + "TSR": 8.0 + } + }, + "wake": { + "type": "wake", + "name": "wake_default", + "description": "wake", + "properties": { + "velocity_model": "gauss", + "deflection_model": "gauss", + "combination_model": "sosfs", + "parameters": { + "turbulence_intensity": { + "initial": 0.1, + "constant": 0.73, + "ai": 0.8, + "downstream": -0.275 + }, + "jensen": { + "we": 0.05 + }, + "multizone": { + "me": [ + -0.5, + 0.3, + 1.0 + ], + "we": 0.05, + "aU": 12.0, + "bU": 1.3, + "mU": [ + 0.5, + 1.0, + 5.5 + ] + }, + "gauss": { + "ka": 0.3, + "kb": 0.004, + "alpha": 0.58, + "beta": 0.077, + "ad": 0.0, + "bd": 0.0 + }, + "jimenez": { + "kd": 0.05, + "ad": 0.0, + "bd": 0.0 + }, + "curl": { + "model_grid_resolution": [ + 250, + 100, + 75 + ], + "initial_deficit": 2.0, + "dissipation": 0.06, + "veer_linear": 0.0 + } + } + } + } +} diff --git a/floris/extract_Gaussian_wake_profiles.ipynb b/floris/extract_Gaussian_wake_profiles.ipynb new file mode 100644 index 0000000..9005e33 --- /dev/null +++ b/floris/extract_Gaussian_wake_profiles.ipynb @@ -0,0 +1,339 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from florishelpers import MyFlorisInterface\n", + "from xarray import Dataset" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Gaussian wake model\n", + "From Bastankhah & Porte-Agel, implemented in [FLORIS](https://github.com/NREL/floris) as the `Gauss` wake-velocity model" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "D = 27.\n", + "zhub = 32.1\n", + "downstream_distances = [2,3,4,5] # D\n", + "ds = 1.0" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "conditions = {\n", + " 'neutral': dict(\n", + " air_density=1.02,\n", + " wind_speed=8.7,\n", + " turbulence_intensity=0.107,\n", + " wind_shear=0.14,\n", + " ),\n", + " 'unstable': dict(\n", + " air_density=1.09,\n", + " wind_speed=6.7,\n", + " turbulence_intensity=0.126,\n", + " wind_shear=0.14,\n", + " ),\n", + " 'stable': dict(\n", + " air_density=1.06,\n", + " wind_speed=4.8,\n", + " turbulence_intensity=0.034,\n", + " wind_shear=0.50,\n", + " ),\n", + "}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## run floris for all cases" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using default gauss deflection multipler of 1.2\n" + ] + } + ], + "source": [ + "f = MyFlorisInterface('V27_v3.json', D=D, zhub=zhub, sampling_resolution=ds)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Calculating neutral\n", + " with properties {'air_density': 1.02, 'wind_speed': 8.7, 'turbulence_intensity': 0.107, 'wind_shear': 0.14}\n", + "power [kW], thrust [kN] : 88.89225499602726 16.974355065000964\n", + "Cp, Ct : 0.481567972980934 0.769882905450596\n", + "plotting at x=2D, y=0 and z=32.1\n", + "plotting at x=3D, y=0 and z=32.1\n", + "plotting at x=4D, y=0 and z=32.1\n", + "plotting at x=5D, y=0 and z=32.1\n", + "Calculating unstable\n", + " with properties {'air_density': 1.09, 'wind_speed': 6.7, 'turbulence_intensity': 0.126, 'wind_shear': 0.14}\n", + "power [kW], thrust [kN] : 44.0618669816621 11.437656719453042\n", + "Cp, Ct : 0.4890616304236472 0.8185232608472944\n", + "plotting at x=2D, y=0 and z=32.1\n", + "plotting at x=3D, y=0 and z=32.1\n", + "plotting at x=4D, y=0 and z=32.1\n", + "plotting at x=5D, y=0 and z=32.1\n", + "Calculating stable\n", + " with properties {'air_density': 1.06, 'wind_speed': 4.8, 'turbulence_intensity': 0.034, 'wind_shear': 0.5}\n", + "power [kW], thrust [kN] : 15.994507320410332 5.76764499406899\n", + "Cp, Ct : 0.48923646569620227 0.8189\n", + "plotting at x=2D, y=0 and z=32.1\n", + "plotting at x=3D, y=0 and z=32.1\n", + "plotting at x=4D, y=0 and z=32.1\n", + "plotting at x=5D, y=0 and z=32.1\n" + ] + }, + { + "data": { + "image/png": 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9gFT3aJY1u4cZBYnsTt2HLuM8fYqjefuIPwGbjiGzziOcnLC0b4/l2Q5Y2rcr/cJWjW8Y05nNBN3em6Dbe7N2zRpqe7tzZNIwGq/ehdORLI7sGMK4rSMIv+1zenfvhVFdX1kjSSnZuPcAOxe/hc+ec9xxBECQ0TKUkKffIKpzD9Zt3Ejdrl0rNZdDF5OXEzodzlFROEdF4ffSSxQnJJC1YAGZ8+dz164L9AmqzbEe9fnefy+DnPNo0bwbb2YV8d6pmSQnLueLEU8S1O5hXu9RX327q6FOpuQy+I9dtDoznqmGpdhNRuY1uosxJedIKUygvbUeL6/3ImJ3PLJgL+aYGDyffwm3nj3Ru1avLyJCCJzr18e5fn28n3gCW24eeRvWk710KbWWr+PpxSU817ABB7uHM8HpMG8U7SbMN4zbPJ/iNTJ54vACHrGsYOy5exnw8x30ianDJ30a4uFi1HrXFI2l5RbxycJDrN5/irdc/uQpl4XosVHS+H5mBEcx9vhC0hIXE+EcxOCs7kT9dQLbsf0IkwnX7t1w79UL144d0bm4aL0r2hACz2YtaTd8GracHI5OGk7olJlE/5HHjrh/MXrbcHoN/I0GIbW1TqpUotScAmZOeBXD3o102yUQEgr7dqTJa5/iFBSsabYqXVGZwsLwe+01fF9+mZxVq0ifNJl6k9cx2sOdcwPuYKhpN0+Qyt3tHuaVkwcYlTyclVvX8/SRV/ny8R5EBrhpvQtKJZq76ywL58/kK/04QgxJ7GjUh2+NecRl7aeDuTE/HmmM05J1SLvEvW9fvAcOxLlBfa1jVxq9qwX3Xr1w79ULa0YG2YsWkzF9OtE/LWe4vz8p9/ThZ/cTTM5fxVr3cN58YDS37V/MK3HTecxjLa/se4oex1P4+r4mdI8O0Hp3FI0sPXCBj+YfpGXRNra7/4ZbcRKy0X0sb9id4Uence7IFuqLML5NbovX/A3Y0pZjiKyH32ef4t6rF3oPdUnSpfRubjR67WNsT7/JgaEf0nzOCoriz7I8tRt7un3MQ3cPUNdT1gDrtu9k7/xnaby2iMB0QVb7KJp/PhLnkBCtowHVZNByodfjfscdhM+YTti0qdh8fAn9ZSljpjjxrq4Xy5N38YCX4M92T9HNdIRRuW/y+agJzNt9VuvoSiUoLLHx3ux9nJj3JZP0g/HysvB1hyd4On8/uUV5jE3uxRvfxOG0aC2e991P6ldfEfj1kBpVSF7O4OWF9xOPU2fpEkLGjcUpIgLvcfP57MckPo9rh84meX3n1zzn40LigxPxdLUw1TiEd3S/88KUrfy48hh2u9R6N5RKZLNLBi85zJu/b+VL42TGG4bi5ulL/EOTeNLVxjs7v8VNmJmUeR+fj0zCfeICnKMbEjrpVyIWLsSrf39VSF6D3tWV5p+PoO7ixVhredJjORRN+ZKfRw6isMSmdTylgkgpmTbrFw6OfYxu84twsxrwGT+atr/+4TCFJFSTYvJSLrGxZLzzL4J/Ho2QktjBi5i5pz0N9SG8e3EV/6/Nveg9vZis/5J9c79j9JoTWkdWKlBukZVBE9Zy2/63ec84k6PRd/BoaDDTz6/lFdOdjPrdjNfERVjatqPO4kXU/vwz7F6eWsd2GEKnw7VzZ8KmTCZ0yhSMYaFEz9vAj5MFQ8wDOJh6kPv3fsfULi9ij3mSB4vmsdpzMLNWbePVGXsoKFYHuZogp7CE537byZ8bt7He8wt6Fy7G2uZFJrR/ggd3DeZk5km+Nz3C12MLsIz5N9bgYMJmTCd0wngs7dpV62shy5sloi5tF63H+lgfYo9AnfkbGDf0HjJyC7WOppQzq83O2LHvw8wRdNskyG/dgJgVG/Dv1E3raP+j2hWTAAiBW7du1FmwAJ9Bg7CuWMu7I8/zof5ull/cwlNhIZyP7MrnxinYVn3Jd38eQUp1FqW6ycovYdC4Vbx+4T3uMOxmRftneLIknryiPKZc7EPnL/9EZmYR9NNIQn4ejVNEhNaRHZqlTWvCpk4l84VByIIC6n0ylWnbWtLJtTnf7RnOS+ZCMu4bR7D9HKs8vuTkoW08PnGbQ85UopSfrIISBozfSvrxrax0+4IA0kl+8Fee4QIj9o2mp3tbflvfiNDPf0MIQcj4cWS+8TouLVpoHb3KEkYjTT4aiuePQwhKg6YLTjBtaDfSshxv5i3l5lhtdn4ZMZCAeQtpeQRsz95P60l/YPB0zJMd1bOYLKNzdsb/zTeImDMbvbs7zQbPZ3LCHaTlp/GYPpWdTfrymmE+7pu+4uulR7SOq5Sj7MISnhu7kvdT3qeZ/jQTOg7k7QsridXX4ZfFtTBPmo/7XXdRZ8li3Hv00DpulSGEoKh5c+osWYzvK69QsnoDg4Ye5nvxEDsv7uTBuPHsv3ckriYdi1y+xDlxA8/9tlN1w1VTuUVWBk7aTmDSOuY6f4XZxY0d9wzjoYM/cSTtMCOtD/LkkF2UbN6O39tvUWfhAlw7ddI6drUR1OteQqZMxtWqo/XCDKb/cBd5hY43M5ByY6SUTBj9MvXm76DeWXD67F80/tdXDn0Gv1oXk39zjooiYs5sPO67F6ffFzFhRQQB0pXn8w+xrmlfXjAsxmfLV0zdmqB1VKUcWG123pm2kc8y3qehIZGv29zHT2dX8oSuPW+OPo/10FFqDxlC4NDv0Lupm7Buhs7ZGb9XXiZizmwMfv6EDpnO1IMdcbbpGbjzK5b1/BijdxiTzT9iO7WRF6ftothq1zq2Uo4KS2w8O2UHnufW8YtxOPqAaP64/W2e2/4F3lj4bWcstYbOwBgeRsQf8/B97jmEyaR17GrHO6YN0bMXotPpaPFnCpN+uJ8Sm2prVdnkyZ8RuHAtQangPewb6vR/RutI/6hGFJMAOhcXAgcPpvZXX2LftZ8hU6GVDOPNvEOsadqPQYYlHFs8nA3HU7SOqtyiwYv280jCJ9TXn+Pr1g8wK2kL7+d35e4ftqMzmQifNRPP++516G95VYVzgwZEzJqJz3PPIhasYPgsM51EA97Z+Q3T2j+JwSuUaeYfSTu2lU8XHtI6rlJOpJS8O2c/8vQmJjgNRwREMbblvXyy63t6iiZ8NxXk8nX4vvoK4b//jlOdOlpHrtYsdeoSOWU6LsWChotPMHGk4xcfypXNXTge19n/pu5ZsHz2DkF39tM60nWpMcXk3zwfeIDQCeOxp6bx1i9JdCwI4a28A6yp047PDJOZ+vtkTqao606qqqlbEwjbOZjO+v18E9OLWUmb+Ox8a2JG/IVzgwaE/3sWzvVr7l3aFUGYTPi//TbBP/+M7dwFXh55iscLW/DtvtGMbHkPBjcfZlmGsmPHZmbvTNQ6rlIOJm8+zcn9m5hq/hGddyjfNOnGqIMTGJTXioHDDmNPyyB04gT8Xn4ZYajSI9BVGZ6NmxH8yxh8ciBk4VYWLf1N60jKDTp68ii5036kcTzwxkDqPPS01pGuW40rJgEsbdsSPnMGOpMTL028SJe8EN7VpXLAry4/8CNDf1+sugmqoGNJOZxYMpyBhhX80rgHs9L38fmZljScshnX7t0JnTIZg6+v1jGrLbdutxExdw4GPz/u/mkPb6e0ZPyxmYxpMwBnJ2emuozg2/nbOHguS+uoyi3YeTqdMUu28pvLcAwWL4Y27830E3/w8flWdB+1DVNZt7alfXuto16TEEIvhNgjhFh8hdcGCiFShBB7yx7PapHxRvm364Lzx29S5wKk/fY1CYmntY6kXKfComJWD+9P6/2QdldLGr3wntaRbkiNLCYBnOrUIWzqb+gtFl6YeIEWqW686eNCutmJl9O/ZswqdUNOVVJstTP89/l8qP+NhRGt+Tkvjg/iGhD9+zbcevYkePgwdM7OWses9kwhIYTPmI5LbCxtJmzjoyP1GRM3nYltBlBLJjHcNIaXpu0gV93hXSVl5BXz6rQdjHUehZfI4aeW/Zh6Yi6D90fRZMoWXDt3JnzqVIy1amkd9Xq8DlzrD/0sKWXzsseEygp1qxo8/DzJtzehzV5Y8v19lFjVzW9VwW/DHqHd2iIuhlno8N1krePcsBpbTELZgW/qVAyeXrw5PRefi0W8EVGPCH0C+g3fsf9sptYRles05q9DvJr5HXvcvPhMl8ZzcUG0mHcI9z59CPp+KMKopvirLHp3d0LHjcXjnntoOv8wH++JYET8PGa3eZSO9p3cmzOdocuOah1TuQlfLjnMs0WTaWE/yG+t+zPx1EKGbIsgcslBvB4ZQPDoUegsFq1j/iMhRDDQG6gyReKN6PzjNC4Gm2m7poDfRz2vdRzlH6xZNYO6Cw9RYhS0nTS/Sl4aUvUSlzNjUBChk37l9IABfD7XxqsPp/BxvRYMPb6QN6e35fu3nsfJoNc6pnIN+89mYt70DX7Gs7xUO5qex030+OMMrt26EfjN11WyYVZ1wmSi9pDBCLMzTWbM5MOCIL7usI6QRnfx5qG59N/WkF3NA2kZ5q11VOU6rT+WQsbexTxjWsqqZv0Ydm41X66vRb0tJ/B57ln83nqrKt3UNhx4F7jWcA73CyE6A8eAN6WUV7zgVwjxPPA8QEBAAGvXrr3lcLm5ube8Hvni+8gvPsVn8Wbmhc3A2+vm5/EujzzlqTrlKbGWcH7il7ROh/hBD7Pt2Ak4dmuTqWjx/qijLGAKDiZ0/HgSHnucoX+48soDKczyCeKdlB+Ytr4Tz3RrrHVE5SqklMycPYsv9Et4sW5Tgk9m8/icHMwxMQT9+IMqJDUkdDpqffIJOidnmk2ezCtWL97ufoqp3mH8kDGOQXMaM/f1HurLWhWQX2zl63mbmeo0gUP+9fl/uYd5f7U79Xecw/eVV/B9+aUqU0gKIfoAyVLKXUKIrldZbBEwQ0pZJIR4AZgCXHHaESnlOGAcQGxsrOza9WqrvH5r166lPNazKWEX9cYtZOPKH7nv5x2a5ykv1SnPlO8eI3av5FSrQHq/+anmeW5Wje7mvpRzVBTBP4/GkpzDZ3+6McLdSKFTJiXrfiA1t0jreMpVLNpzhicyfmK8bxCnktN5b77AKTyckJ9Hq2skHYAQAv/33sV74EDab87gvvUlvBLgg6tI4aGMCYxZe1LriMp1GLbyGM/ljUPq8njN05mBqwXNd6Tj+8or+L3ycpUpJMt0APoKIU4DM4FuQohply4gpUyTUv79h3880LJyI5aP9m9+Q2KYEzGbcvlz7g9ax1Eucyr+ALUX7SLXBbqP/LfWcW6JKiYvYWndmlqffUbosUweX6fj7eAIBohFTFq8RutoyhUUFNs4sXQExeYkppj0fL7IjNHgRPCYMeg9PLSOp5T5u6D0eOB+eq/LJ2Z9Kp/Wj+Vxw0r2rptPUraaU9iRJaTlkbh5NvfoN/Jh/eZ0W51F1y25eD/5JL4vv6R1vBsmpfxAShkspQwH+gOrpZSPXbqMEOLSPuG+XPtGHYclhKDxD+Mx2CD/1wkUFxVoHUm5xLrBAwlJAevzj+Hk5aN1nFuiisnLeN5/H16PPcbtm/MJOZjPeG8Pmh/6jiMXsrWOplxm2qpdPF4yg48CgnnjTz3eF/MJHj4MU3Cw1tGUywghqP3557j17Mljq6wU7j7PtIBwvtCNZ9RKNZi5I/tp2V4+N0xibGAkLlvPc9+GEjzuuw//99+ramckr0kI8YUQom/Zj68JIQ4JIfYBrwEDtUt2awIbtyKhR0ManoS536vBzB3FllVTabY9n5ORZjoM+lDrOLdMFZNXEPDeu7i0bs2Ly2BdkQvB5v0snjdV61jKJVJzi/DY8g3/9jLRZEcxzY4U4v/uO1jatdM6mnIVQq8n8LtvMbdsyctLYXGGJMcpA9c944lXEwU4pIPnsgg/MpZEcz4bzxfy3HKJpVNHan/xebUoJKWUa6WUfcqefyKlXFj2/AMpZSMpZTMp5W1Syio9/ECvIVNJdwff5XvIz1PjvDqChF+GYrBB9Cc/ah2lXFRoMSmEeLPs291BIcQMIUSVuIhNGI0EDfsRk7snbyySfO5Viz5Jo9l/Jk3raEqZhSv+ooVpPWsK3HhkncStZ0+8n3xS61jKP9CZTASP+gmn2oH8a46Nb1xCeNbwB+OWbtY6mnIFvy5ewwDjnww3BvH2fIlTnTrz/jhiAAAgAElEQVQEDRumbmyrYoxmF1L7dCQ4GRZ89bjWcWq89X+MoMnBEo618KRuq65axykXFVZMCiGCKO0eiJVSNgb0lF6fUiUYfHwI+vY7ApNttFtvZ6tXNtsX/6p1LAXIKighcN8IBrv78upCicHfv9qcKakJDF5ehI0bh4vBzONzCpns5kLL4z+xL1GN6+pINp9MpcfZUfxs8eDZ2YU4u7gRNnYseldXraMpN6H3+z9zzl8Qsuo4OenntY5To6VPGE+REWI/HqN1lHJT0d3cBsAshDAALkCV+gS7duyA99NPccceybZkD5qkTOL4BXXA09rSv/6iyO0g7dbp8MuShPz4I3p3d61jKTfAKSKC8BE/EZwm8Nxopp7LVpYuW6J1LOUSa/6ci7vlAHXWmPDL0RE+egzGoCCtYyk3yWAykvvA3fhkw9JPn9A6To21avInNDhpI65NLcKimmsdp9xUWDEppTwHfA+cAS4AWVLKFRW1vYri/8Yb6KIieXqZnb/MBWxdXC0nTKgyCoptuO/+kfXJHnQ+JPF96SVcYmK0jqXcBEu7dni9/grtj0iWn/Gl1dmfOZWap3UsBTh4NpMuqWPZesyHmJMSvw/ew6VFC61jKbeo7yvfcDJUR/imc+RlJmkdp0YqnD6XLBfo9MkkraOUqwq78EUI4QX0AyKATGC2EOIxKeW0y5ZzyNkDLqV/qD9eg7+i1mYzAbETmb2kGX6W65+erzqN1l8RbiTP/mPHcTbF8cACC7nBASRFR3O4nPfF0d6f6qzWoBdJ2bWZPut2savvOU4uX8CgRx/ROlaNt3HZLPS5mdy12Ql7z874Paqus6sOdDpBXs8e1B23nL++eZF+38zTOlKNsnvROOqcsbOrky9tQ8K1jlOuKvIq6tuBU1LKFAAhxDygPXD54LAOO3vApc6lp9B+1C/Mr2ejfuohuvZ+Q9M8t6Kq5rHbJembBpO+yxX3Qqg7eizODRpolke5dUIIGg37hZ13daXuakgxjiAt9358XJ20jlZjnc/IJzB+DAGrnMgK9qT118PV9cjVSO8Xv2Hj4uX4rj6CtbAAg7NZ60g1xrnxYwh0gugXvtU6SrmryGsmzwBthRAuovQvUXeq6MCvAIGDXqKgTi26rtFTkDCJwmKr1pFqnO179nAh/RQdDkvMzzxeIYWkUvn0rq6EDR+JRx4Y9mSyctl8rSPVaGsX/45hRyHOJRA56hd0ZlVsVCeuZmcutGuIdzasH/2O1nFqjMTdq6hzrJAjTcy0bNle6zjlriKvmdwGzAF2AwfKtjWuorZX0YTRSIPvR+FWAHJ/EZvXLdU6Uo1zYs13NFtvJDvIg4hX39Y6jkMQQngKIeYIIY4KIY4IIarkQJu1YtqT9Hg36p3U4bzkGwpLbFpHqpFyCopxXTGCiERBxgv34BPVTOtISgXo9MJPXPAB3R9rkHa71nFqhL1DP8ZqANf7XtE6SoWo0Lu5pZSfSimjpJSNpZSPXzLXaZVkadiInL4diT0oSPzrO63j1CgXU1LR796DTw6ED/kOYTJpHclRjACWSSmjgGZU4bP/Xd8dwdF6JupsL2TzrIlax6mRNv/6A3V22TjYyEznlwZrHUepIPVCAjkZE0BAqp29M4dpHafay0w4Rvi+DA5H6+nVt3qOh6xmwLlBsR/+SKabIHhzKnFHD2odp8bY+NtHNN6r43SbYALadNY6jkMQQrgDnYGJAFLKYilllR27yqA3EDrkawpMYBr7E7KkROtINYq9sBC3adPItEDj70ah06nDQ3UW3v9LMlwhadq0f15YuSXbhr+Hzg4FnXriZNBrHadCqGkMbpDRzY3cp/oRPHI+B0e8RoMxq7WOVO2VlJTgvnQdhSZo83WVvVKiItQBUoBJQohmwC7gdSnl/42vUxVGS/hvLmy43ZUHFuWy5vUX0D30z3cRO9rd946WB64vk23KLwRm2Jl9nzedE4tJSrz28hWdR6lY3dp1ZFq0kdgdhaQdP4hPZGOtI1VL9uJiPDbEcSIcbu//sdZxKowqJm9Ctxe+YtGChURsvkDmmXg8Q+toHalaW//d24Scg+1969AqMELrOI7EAMQAr0optwkhRgDvA//3F6uqjJZwKffA79kY/yLt1m6m7ktvYW7cSNM8N8rR8sA/Z8rfsYPTW/bxVwvBgBd/JjKkYq+VdMT3qKbR6wTFbe9E7lzM3p8+ovtIdeNbRTg85xc8ciV7OgfQz99D6zgVRvVj3AS9Tk/eo3djLIGdH72kdZxqzV5YiOv8vzgdAH0+VAPGX+YscLbsZjcoveGtyo/gHlO/C8c6epDlAqffeRNZXKx1pGrNXlDAqXffJskTzrfzr/BCUnEcHe7+F0frgseGOGyFhVrHqZYuTvuNVHfw63H9wwlWRaqYvEkPDfiCzc2g9o4ECo8d0zpOtXVs5Ne450gOdvHHx6O21nEcipTyIpAohPh7jKTuwGENI5WbO1r8i9/uFHAqkdTx47WOU62ljPwJ3YUUpvWEu9t+onUcpRJFh/hzIcofSwEcmTla6zjVTtbxIwTF53E8Wkf3zndpHadCqWLyJhmNJrI6NCTfCY5++q7Wcaola2oqRdPmsCMS2t79vtZxHNWrwO9CiP1Ac2CIxnnKxW2d7qW2nxObogUpY36h6MQJrSNVSwUHDpA2ZTIrmwsiPN1p1+o2rSMplUgIgVeHF7noBWnTp2sdp9rZP+pTrDrIadwWL0v1HoFEFZO3oGf3j/mzLTjtiSN3w0at41Q754Z9j85qJ66NkY6xPbWO45CklHullLFSyqZSynuklBlaZyoPBr2Ohl4PMqebpNAkufDhR0ibGnuyPMniYi58+BG5Fh3LOksa1hqoZrqpgbp2uZuTDQX+Z/LJVCOUlBtZXIzL+oMcrieJvq36j4usislb0CSqGbb6rlz0hLPffKUGfy1HRSdOkDdvAStiBPVDeqmDXA0U1flpeluLmNBdUrBvHxnTZ2gdqVpJ+3USRceO8fOdkn4FJTTr2l/rSIoGgr0tZNVriU3A4Unfax2n2jj152xcCiTJddzo3Kz6z9amislbIISgSa2HmNtJIE8mkL1kidaRqo2Lw4dRaIQzMSV0uO01reMoGmgSHoBPfiwHoiQJUZ6kDB9OSVKy1rGqheLERFLHjOFoEw/ORtixlHShbi0vrWMpGglv+xJHI8CwZqc6KVJOzs6YSKYFdI364mysnmNLXkoVk7cottvTeAUXc9ofkkYMV3eeloOC/fvJ/2s1C9voiLJHUC80SOtIigaEEBRGP8FT2dl83yUHW0kxSd98rXWsKk9KycUvvsSug2Fdcnk+MxvZ7AmtYyka6hTbgpQ6etyybSRvVGMn3yprRgZe+y8QV1/SsO0/j5VbHahi8haF1/KhTkkTZnTRYTt7nsy5c7WOVOUlDxtGrkXHoeY2AiNqRkNUrqxt2840zPSn0FOwrUcwOX8uI3fDBq1jVWk5y1eQt2EDq+4MwGQG38xwurRupXUsTQgh9EKIPUKIxVd4zUkIMUsIcUIIsU0IEV75CSuHv5szueFtyHeCk9N+1jpOlXdiziQMdsgI86RdVIjWcSqFKibLgVfdhzEGFnMyxEDKz2OwFxRoHanKytuyhfwtW5nTFu4oLKFpp75aR1I0FF3bjY3OvXg8K5ORDc9AaGDpWTU1Jt5NseXmkTRkCPbIcCY0OMdTWRns8LqbUB8XraNp5XWuPp/9M0CGlLIeMAz4ttJSaaB2k4EcjJRYthzFnp+vdZwqLX3ebM74gT6sT43o4gZVTJaLxu16cle2ncldJLaUFDJ+/13rSFWSlJLk4cPJ83JmU3OJZ1EMEdV4xgDlnwkhcG7xIH2zijEZDCy7P4ySxETSJkzUOlqVlDp6NNaUFOb088ZdZ+C2bPBrea/WsTQhhAgGegNXmw2hHzCl7PkcoLuoxncCdmgZQ06ECVOJ5OySeVrHqbIKT53C61QmCfXtRMQ+rHWcSqOmUywHdQM82GNtTWbtfZyO8kA/8Ve8BgxAZ7FoHa1KyVu/nsJ9+5nRy0CvwnxK6t6jdSTFAfSMqcvmTbE8mB3HZI9d9L69M2njx+NxTz9MwcFax6syik6cIH3qVOjTnTnGtbyckctKazt6NgvVOppWhgPvAm5XeT0ISASQUlqFEFmAD5B66UJCiOeB5wECAgLKZc5xreYuz/SMIdljG/bfxhLv95+25WhzqTtynuI/phAE5AR7E5R5lrVrz2map7KoYrIcCCHIr9uXhy5sZHxrHYN/s5E+fTq+zz2ndbQqQ0pJyqjRFPq5s6pJHuPPC/R336l1LMUB1PN3Y5zr7bybuZkZHm780dODfpv1JH39DSGjR2kdr2qQkotfDUZnsTC1qw5LuolHsjP40qcnT3qatU5X6YQQfYBkKeUuIUTXqy12hd/J//mFlOOAcQCxsbGyPOYc12ru8mPZcOzoFtrvTKVBs2YYvLw0zXM1jpxn22f/Ii4E8OlD7x7aTAKgxfujurnLSXTrHnTMNnIqUJDUNIj0ib9iz8vTOlaVkbd+PYUHDjC/vZ6Y4mJO2trSPNRH61iKg/BufDt2qzv9hDszM1ZifvZxcletInf9eq2jVQlOu3aTv3UrhkGPsyhtLQ9YnUm3+RPapLPW0bTSAegrhDgNzAS6CSGmXbbMWSAEQAhhADyA9MoMWdnaxbSgMNiETsL5ZQu0jlPlFB4/jvvFPJLr2KjdomZdPqKKyXLSMtyH3bItt+UV8GurHGyZmaT/rqanui5SkvLTKGy1fFnQIJuHcnLIiOiNTldtL09SblC3hkEstLXjicSj2Ow2FsTaMUVEcHHwYCgp0TqeQ7Pn5+M2dy5ODaOZGZWODh1PnD3CfFsHujespXU8TUgpP5BSBkspw4H+wGop5WOXLbYQeLLs+QNly/zPmcnqpHGQOzluLUj2gAsL/q11nConfv7v2IG82p50bRKhdZxKpYrJcqLXCdLC7+aB3Bz2+OdTEBtF+q+/YstVZyf/iengQQoPHmRzj9pYdHqicp2pH9td61iKA4kJ9eQvY1fCiwvp7laXWSfn4vnuW5QknMFl9Rqt4zm01PHj0Wdk4PruGyw4tYjernXwt9nYbO5GdO2rXS5YMwkhvhBC/D2ExETARwhxAngLeF+7ZJVDCIFrWD+OREosB05hy8rSOlKVkrtsGceCwWrpRGANu3xEFZPlqEHLroTkWwiQBuZ3dsKWmUnmrJlax3JoUkosS5eiq12LcUHH6JOdw3rZhg6R/lpHUxyIQa8jsEEbThLEE5mZZBdns7xWMq633YZl6VJKktXMOFdSfPYs6RN/paB1axa4xFFgLeDxpHPsk/WIatxCTVMKSCnXSin7lD3/REq5sOx5oZTyQSllPSllayllvLZJK0f9pu2xhkr0NkhZ+afWcaqMovhTuJ3L4mxdG66RNW9IO1VMlqPODfxYJ1tyb1YmfzgdQt86hrRJk0HNinNV+Vu3Yjp1mvi7m1EkbDyQk01KUPcaMzaXcv26N6zFvJIOND+zm6ZeDZh2ZBq+776DsNlI+XGY1vEcUvK334LBQMa9fZh+dDrtfJrSIOkI86wd6B4doHU8xQG1j/SlwBxBqjucXai6uq/X2UWzS58EmmjRpJG2YTSgisly5GIycNb/Nu7PzkIg2H5nKLbUVMybNmsdzWGljvkFm4cHE0PiaSQs+BWbqN1UmzvgFMfWub4vy2iHAJ5wDiUxJ5HNunjyu3cja/58Cvbt0zqiQ8nbsoWclX/h+/zz7DTGk1qQypN6H+wI1urb07aOt9YRFQfk7mzE6nYn+yLBeddRbDk5WkeqEjL+XERcEBTomhAbVvPaliomy5lPo264WE201XsyybgNc0wMlhUr1JzdV5C/ezf527eT2K0lcfmnuDctlTX25nRqEKh1NMUBuTkbCazTiOO6CLonHiDINYjfDv9GXq9eGPz8uDhkCNJu1zqmQ5BWK0lDhmAMDsZr4JOszl5NPc96tDu1nb0imob1I3EyqLP/ypV5Nbode3gxepskY/VKreM4PH1KCpbTqZysZ6fErycmQ80rrWreHlewDg0CWWdvxj3J50kuSCHpwU7oMzLIWrhQ62gOJ/WXX9B7ebG4aRFmnRN9slPZ69KeEO8aO7Wb8g+6R/kzv6gVhsTtPBLem93JuzkjUvB7+y0K9+0ne9EirSM6hIxZsyg6foKA999jd+YBzpec57GQHuiSj7CguBXdotQ1ycrVtY8OQW/xI8MCiUvVbDj/RO7dDoBzkJ2QJh01TqMNVUyWs+jabmw1tuX27BTcDS7M846nJDSU1PHjkTab1vEcRsGhQ+St34D744+yo2Q/3U1+GO16jA16aB1NcWCd6/vxp701APcU2jEbzKzLWYdH3744N21K8vc/1PjxXa0ZGaSM/AmXtm1x7d6d6Uem46JzoXfZnbnLbK3oUt9P45SKI2sc6EF6SXv21QX9tn1gtWodyaGJvTs44wc2XQSdGtTM4bZUMVnOhBDIercj0NPTFMDqxDVk3NmNkoQz5KxYoXU8h5E2fgI6V1f2dQmkQBbQK+ksW+wNaRMVrnU0xYFF+Foo8qjLWVME7nF/0rduX3bl7SK9KIOAD97HmpJC6rjxWsfUVOqo0dhzcgj44AMu5F1gdeJqOrh2wPnoYuJMjfCqFYa/u7PWMRUHptMJrBF3kB9agrHQivHYca0jOSxbVhbe8Ukcqgspuk6E+9TMnjVVTFaA1tF12GaLoueFRApthWyJLB1gOXXceKr5mLfXpejUKXKWL8drwAAWXvwLL50bHdLPsErGqpsClGsSQtAp0pcFRa2QZ7bySHAPrFiZe3wuLi1a4N73btInTaI4MVHrqJooOn6cjJkz8er/MM4N6jMzbiYCwe2GepB0kDkFLelYz1frmEoV0KRRY1x8jRQbwLZvq9ZxHFb2+vXoJIjgYpzrd6uxw22pYrICdIz0ZaU9ltj0eMIsgWzL347Ps89SdOQIeRs3ah1Pc+m//oowGuHhPmw6t4ludk/0QHLgbbg5G7WOpzi4TpF+/FEci0BS5/x+opyjmHV0FiX2Evzffhv0epK/G6p1zEonpeTikCHoLBZ8X32VAmsBc4/NpVtoN6LSDwOwuKQVnVQXt3IdOkf6UlLYgAPhAvP+g+pEyFWcW/YHmS5gdrUQG11X6ziaUcVkBfB1deKsb0cE0NccyomiE+R2i8FQqxZpY8dpHU9TJUlJZM5fgMf997Esays2aePuzDQO28NoHBWtdTylCmhf14eTBJPmEgGHF9DFrQvJBcn8lfAXxoAAfAc9T87KleRtrVlnU3JXryZ/y1b8Xn0Vg5cXS+OXkl2czaPRj+KXspmzlkak6f1oHa7O/iv/zN/dmWRzOxIi7Lhm5FN0XHV1X06WlGDfsos99QR5+Y1pG+GjdSTNqGKygkRGNeWUrEXPtNKZOZacWY7PUwPJ37mT/N17NE6nnfTJU8Bux+eZZ1gUv4jG3tE0zzjOWnszOkWqMybKP/OymGga5MEa0QYSNtPUEEywazAzj5bONuU9cCDGoCCShnyNrCE3DtiLi0n65ltM9eri1f9hpJTMODqD+l71iXHyxy33JMtsrWgV4YXZpIYEUq6PqW4XLLULAchYpa75v1z+rt0Y84tJC7OS6tEBD5ea27NWYcWkEKKBEGLvJY9sIcQbFbU9R9Mp0pe1tmYEJWwl0qkui+IX4fHAA+g9PUmbMEHreJoonV5yFu69epFgKeBo+lH6uNZFj40dhhgaB3loHVGpIjpF+jEtszFIG37pe3i4wcPsTt5NXHocOmdn/N99l6Jjx8j4d82YwSN9yhRKEhMJ+OADhNHI3pS9xGXE0T+qP+LYMgCmZzVWX9iUGxJTPxRP4c3JWpC8YqnWcRxOysolFOvB168Et8gOWsfRVIUVk1LKOCllcyllc6AlkA/8UVHbczQxoV5sohl6WyGdqUVCdgJHC0/j9eij5K5eXSO7DDJmzMCen4/Pc8+y9NRS9EJPz+xM8jDjFNEOva5mXris3LiOkb7ss4VT6OyHb+o27o28Fye9EzPjSs9Out3RA5fWrUkdMRJrRobGaStWSVIyaWN+wbVbN1w7lB7QZhydgZvRjd4RveHoEtKMgcTLQHXzjXJD2kT4kJbfhH31BMajp7CmpWkdyaFkrVnNwTCBa3FtWtWrrXUcTVVWN3d34KSUMqGStqc5s0lPfmA7ijFyR24WBp2BpfFL8XrsUYTZTNrEX7WOWKnsBQWkT52GpUtnnOrXZ2n8UtrWbovHiXVssDWmVV01T7By/WJCvTCbjOy3tMc7fQ8eOid6RfRiSfwScopzEEIQ8OGH2HJzSRk5Uuu4FSr5+++RVisB778HQGpBKisTVtKvXj9cbCVweiOb9S3xsZhoWNtd47RKVeLn5sQZt7bYgooREnLVDaT/pzghAdP5NI5FSBIKmtE6omZfi2yopO30B2Zc6QUhxPPA8wABAQGsXbv2ljeWm5tbLuu5VT4GK1vtUTRP2Ut03RYsiFtAy9yWeLRti33hQk60boXdu/I/gFq8P+a1a3FPTycxNpa/lk/ifN55eokWGHLOsc7ek6j0eNaudYzvGo7y+VGuzmTQ0SbCm3lJzWhtXwCnN9A/qj/zT8xn4cmFPBr9KM4N6uM1YAAZ06fj9dBDOEdXvxu88nfvJnvRInxeGIQpNBSAucfmYrVbebjBw3DiL7CXMLegJe2jfNGps//KDfKIbEv4CSvZZiO6Ncvx7NdP60gOIWfDegCcA4s4JpvhYa6510tCJRSTQggT0Bf44EqvSynHAeMAYmNjZdeuXW95m2vXrqU81nOrDEGprJ7cnM5FU3mi0Ue8s/MbXKNcafrRh5zYsIEGcccI+OD9Ss9V2e+PtFo5+eVXGJo3p/2zz7J22xCcU515LsAfDsB20Yyv+nRzmG5uR/n8KNfWrq4PP8TV4SsXZwxHl9Do7uE09W3KzKMzeSTqEYQQ+L36CtlLlnDxq8GETZtarcaAkzYbF7/8CkPt2vg+/zwAVruV2cdm0652O8I9wmHll9jMPqzPqMdXdWrunabKzWtdN4DsA2Hsq5NCu83bkHY7Qqfu3U1avZyLXhBuEpx2Ddc6juYq4xPRC9gtpUyqhG05lJgwTzbRDIAuebm4GFxYemopxqAgPHrfRcbs2dgyMzVOWfGy/1xGyblz+Dz3LFZpZUXCCrqGdMUSv55TIgR37wCHKSSVqqNtHR+KMHHCpTnE/Ql2O/2j+nM6+zTbLm4DQO/hgd9bb1Kwa1e1m7c7c/Zsio4cIeDdd9C5lM66sS5xHUn5STwc9TDYSuD4Sk57d8KOTk0IoNyUNhE+HC1qyukwiSE7n8JDh7WOpDl7URH2XfvYW0dgzatLlE9ldfI6rsooJgdwlS7u6s7FZMAtqCEX8cV8ch3dQ7uzImEFxbZivJ95BpmfT/rvv2sds0JJKUmbMAFT3bq43nYb2y5sI70wnbtCuiMTNvNXSROivNVQJcqNa1jbHVcnA+tFLORehAt7uCP8DjydPPl33H/u4va8/36cmzQh6buh2HJyNExcfqxpaSQPG45Lmza49ez5f7+fFTeLAJcAugR3gYRNUJTFamLxcBJE+Fo0TKxUVX5uTsQ7N8ZSuxA7/+nerckKdu1CX2QlKdTGoZKm1PdSx7AKLSaFEC5AD2BeRW7HkbWp68NqWzPk6fXcFX4nOcU5bDi3Aef69XG97TYypk7Dnp+vdcwKk7dhA0Vxcfg8+yxCp2Np/FLcTe50LAFhK2K9vSlR3qrLRLlxBr2OVuFezM1rCkIHcX/ipHfi3nr3svrMapLySjtDhE5HrU8/xZaWRsrInzROXT6Sv/8Be34+tT75+P+zd97xVdX3/39+7srOvTd752aQBMiEILgooDJc7U+h7qp1ttaOr1bt0mrbb4ettUNbR/VrtQ7Uuhmywt6EQNgjO4GQPe/+/P44SSBkkEByb8DzfDzuAzjnc8595YZzz/u8Z0/ovqyljI01G5mfNh+dRgcHFiN1vrxVm0SGWXNBhfhVPItPSAJpEo5GQd0qtd9k85rV2LUQHmalITyfAL16bY3qXVxK2SGlDJVSNo/m+4xlpiWHss41EWFrZarbgNnHzJISpe9b6H33Kb0XP/jQyypHj/qXX0EXHY3xmquxOq2sKF/BlYlXoi9bh1PoOWCYSHyQakyqnB3TkkM50BGIPWYKHFJucgvSFuCSLv576OQzrF/mRMy33Ezjf/6Dde/5Habr2L6d5o8+IvSuu/BJOTm+beGBheiEjhvH3ahsOPQlnbGXUtYqVO+/yjmRFqKHDgtFyQKKD+Jq/sre0gFoWLWcffGCcU4dcclZ3pYzJlDv4qPM5EQzW+QEJAJ96TquSryK1ZWr6XB04D8pD7/8ydS//jrS4fC21BGnY0chHdu2EXr3XQiDgXVV6+hwdjAvaR4cLWCXJoPspBg0qsdE5SyZ2lVUcsR4CdQUQesx4oPjuTT2Uj44+AEO98nrKvwHP0BrNlPz9NNIt9tbks8J6XBw7Oln0MVEE/adB3u2W51WPj78MbMSZhHuHw51h6HhKHsDpgKQrhqTvRBC+AohtgghioQQe4QQT/ez5i4hxIlTBm/c6w2tY4FxZg17HJnUx7sQUtK+8as1qvRUHNXVaMuq2ZUMtvZU8r/iLYG6UY3JUcbfoMNkNHFUlwJHC5ibNJdOZydrKpW8k7D77sNZU0PzF194WenIU//qq2iNRkzz5wOwuGQxIb4h5AcmwbHdLLeOV4sCVM6JzJhgfLWw3KUUunFoGQA3pd1EbWctqytW96zVGo1EPvZjrEW7aHrvPW/IPWfq/+//sB08SNRPf9pTdAOwpHQJLfYWpR0Q9HhpF1mzCAv0ITpAfWA7DRswS0qZA+QCc4UQ0/pZ91738A0p5VdzdBkQ4quhJCCXWLOVdh9oXrtYXsMAACAASURBVL3K25K8Rnevzc44B4WuieQnmr2saGygGpMeIM2sZaUtA1mxmUmmdML9wllSqoS6A6YrTbzrX3n1vPWW9If14EHaVq7EfMcdaPz96XB0sKZyDbMTZ6MrUy7GDe5MplhUY1Ll7NFpNaSZtXxSbYbgWDi0FIDpcdOJDojumYjTTfD11xNwycXU/vFPOI4d84bks8ZeWkrd318g6KorCbryyl77Fh5YSJIxiSlRU5QNh5Yiw9JZXOXDtOQQNV/yNKRCW9c/9V0v6UVJYx6TJZdMm2C3RdCyfi1SfjU/rqa1q6kPgnF+NsqC8ogI9vW2pDGBWs/uAcaZNawpy+Q+7edoK7cwxzKHhQcW0mZvI9AQSOj991P96KO0Ll9O8OzZ3pY7ItS//ArC3x/zbbcCUFBRgNVlZW7SXNj8BlZtIId1qUyICWb9ES+LVTmvSQ/R8P7BdjovmoXf/o/BaUerMzA/bT5/K/wbpc2lSs9FQAhB1NNPc/S66zn29DPEvfjCeWFoSSmpefIphMFA5M9/0Wvfnvo97K7bzRMXPaH8LLY2KF1PS8491Gy0KqkA1hYvKR+7CCG0wHYgFXhBSrm5n2U3CiGmAweBH0kpK/o5zwU7eKObtrY2ghwOHO1JFFuOM+1AA+veew9XVJTX9Hjl83G7Ma9fz65UQbpVx1r/MAoKCsbk78vTelRj0gOkmrS85E7HJfRojxYwJ3c+b+17i1UVq7gu5TqC583lxN/+Sv1LLxN01VXnxc1tMOzl5bQsWkTIXXehMyshgCWlS4jwjyAvIg+O3s1OTSaZ8SHotapzXOXcUIpLHBT7T2WK/U0o3wjJX+OGcTfwj53/YOHBhTw25bGe9Yb4eMK//31q//AHWpcuJfiU1jpjleYPP6RjyxainnkafWREr30LDyzET+fHdSnXKRuOFoDbwQ6D4qW8ODmEyr0lHlY89pFSuoBcIYQJ+EgIkSmlLD5lyWfAO1JKmxDiQeANYFY/57lgB290U1BQwC2T8vjvwQk4YyoBHRNdLkK8pNFbn0/n7mJKO2zsTxREd6RyzcwJzJiWOCZ/X57Wo97JPUCQQRATHsJBnwlwtICc8BxiAmJ6Qt1CqyX03nux7tlD+7r1XlZ77tS/8ipCpyPkrjsBaLW3sq5qHXMsc9A0lkFTGUs6M8hPVEPcKudOYrAGP72WLzvSQWvoyRcM8wvjysQr+eTwJ3Q6O3sdE/KtO/CdOJFjz/wKZ329N2QPGUdNDcd//wf8p0zpyT/upsXewqKji7g66WqCDV1ztw99CYYgFrUkERJgICU80Auqzx+klE1AATD3tO31Ukpb1z9fASZ7WNqYIiMqmCJdFmk+No6boHndV6/fZPvGjQDoIu1sc08k36LmS3ajGpMeIj/RzHLreDi2G9HRwBzLHDZUbaDZprRYMH396+iioqh/6SUvKz03HMeP0/TxxxhvvAF9hOJBWVm+EofbwVzLXChRCiLWuiYyWb0QVUYAnUaQl2BiQ6UNEi/tMSYBvpn+TVrsLT3tuLoROh3Rv/1f3K2tHPvlL8ds/pd0u6n+6U+RLhfRv/l1nzF2nx7+FKvLyjfTv9l1gFSKkFJmsrW8hfxE83kf6RgNhBDhXR5JhBB+wJXA/tPWRJ/yz+uBfZ5TOPbQagT+8dlk2mC3RdCxeQvS6fS2LI/StG41pREwQWtjtz6TtIggb0saM6jGpIfITwxhpW288o+S1cxJmoNTOllRvgIAYTAQ+u276di2jY7t272o9NxoeO01cLsJveeenm1LSpcQGxhLVlgWHC2gzRDOUWKYlKAakyojQ36imX01LdiSr4K6g9BYqmyPzCfFmNJrIk43vmlphP/wh7QuW07zx594WPHQaHz7HTo2biLy8ccxJCT02ielZOHBhWSHZTMhdIKy8XgxtFbTGj+L0voO1XMyMNHAKiHELmArsExK+bkQ4hkhxPVda77f1TaoCPg+cJeXtI4ZJlnC6GhPYo9FoOmw0rl7t7cleQx3Zyf2wp3stgjG23SY4zPRqGOAe1CNSQ8x2WJml0zGrguEktVMCJlAfFA8S0uX9qwxLViANiSEuhf/4UWlZ4+zro7G9xZivPZaDHFxADTbmtlUvYnZltkIgJK17NTlkBYRjNFP71W9FwJCiFIhxO6uPnjbvK3HW0y2hOCWUOzXVc18uOshTQi+mf5NiuuL2VO3p89xIXfdiV/+ZI7/+tc4qqo8KfmM2I6WUPvHPxIw/XJM31zQZ//WY1spaS456ZWEnp97mz4PgMlqKkm/SCl3SSnzpJTZUspMKeUzXduflFJ+2vX3n0gpJ0opc6SUM6WU+wc/64XP5EQzRa4MRKQdKU6Gfb8KdOzYgXC4OGARNLUnM1ntRNIL1Zj0EMlhARgD/DjsmwWl6xFCMMcyp2dWNYDGz4/Qe75N+/r1dOwo9LLi4VP/r9eQdjuhDz7Qs21F+Qqc0skcyxw4sR866ljaPk4NcY8sM7v64OV7W4i3yEswIQSsqTeCKaHHqAK4LuU6/HR+fdoEgZKvHPO734GUVD364zEzPMBts1H1yCNofHyI/tWv+w1Vv3vgXYw+RuXa6ubwcojMZP1xAwadhszYYA+qVrnQyUsws12mkylslERCy7q13pbkMdo3bMCpBb8wGzvc6Wp/ydNQjUkPIYRgUoKZ1fZ0qD8ELTXMtczFJV09oW4A8y23oDWbqXvhBS+qHT7Oujoa33kH43XX4pOU1LN9aelS4oPimRAyAUqUL55VdvVCVBlZgn31pEcGsb28CVKvVHJznXYAggxBXJd8HYtLFtNkbepzrCEujqhnnqGzsJDa55/3tPR+Of6/v8W2bx/Rv/ttn+ptgGPtx1hZvpIbUm/AV9fV587WCuWbIPUKtpU1khNnxEenTr5RGTkCfXTYInLJtTrZZRHYinbhbm/3tiyP0LJ+HftjBbkuG4VkkBNv8rakMYXaGsiD5FvMfLE/le/4AGXrScu8EUuwhaWlS1mQpoSxNP7+hN57D7XP/pGOwkL88/K8K3qI1L/2epdX8uSIt0ZrI5trNnN35t2KZ6V0LW2+0VRaw9VK7pFDAl8KISTwUlebkh6+Kj3wCgoKiDHY2FDSSlFwBDn2NnZ+9hJNZmVuboo9BZvLxh+X/pErjVf2PUlgAEHTp8O/XuOIjw/27Oxz1nO2+G7ZgvG992ifM5vtQkA/5/q86XPc0k1CY0LPe4XWbSbL7WBrSyi7K5uYa9H37BurvzOV849sSzjanbHstXTwjU1u2rduJWgMtcUZDZyNjTj3H2T3dA3X29x8FpFJgI9qPp2K+ml4kPxEM3+QFhy6QPSlaxFZ85ltmc2ru1+lrrOOML8wQPFO1r/6L+peeJGEV1/xsuoz46yvp/Htt/t4JZeXL8clXUoYzu2GsvXsNeQTHuRLfIifFxVfUFwqpawWQkQAy4QQ+6WUPT07vio98GbMmEGzqYqV7+5EP+UO2P9HcoPq4RSdy5YsY1v7Np6e/jRaTV+Pnfviiym75VZC//M2SV//OobExHPSczZYDx6k9N338M2fTMaf/oTQ9f2KtrvsPPXBU0yPm878K05pFfTFZ6APwJ29ANfWQm6YnsOM8ZHnrGk0GGt6VIZObryZwm3pGKK34NTp6Ni46YI3Jjs2KbPID1oE9s4EMtPDvaxo7DFomFsIsWsIrxWDnUPlJFlxRnRaHaWBOT0h37mWubilmxVlJz/Gbu9k+7p1dOzY4S25Q6b+lVf7eCVBCXFbgi2km9PhxD7oqGe5NU1tVzKCSCmru/6sBT4CLvKuIu8xuSt1YmuNE+KnKfmDp3Bzxs1UtVWxrmpdv8drfHyI/cvzCCGouP8BnI2No675VJwnTlDx4INoAwKIHcCQBFhWtowGawO3ZNxycmN3S6Ck6Wyr7ABOfh4qKiNJbryJre50Jjms7I+F1k0bvC1p1GnftBmrjwaTycZ2Vxq5aoi7D2fKmdQC1w3yuh5QTfQh4qPTMiEmmI2uCdBwBFqqSTWlkmxM7mlg3o35llvQhodR+6fnxmwPPABHdbXilfzGN3p5Jes769l6bKtSxS0ElCo38EWtqeQlqBfiSCCECBBCBHX/HZgNFA9+1IVLrMmPqGBftpU1QuoVcGw3tB7v2T8rYRYRfhG8c+CdAc9hiI8n7sUXcFRXU/Xw93Hb7Z6Qjruzk4rvfBdXUzNx//wH+sjIAde+u/9dEoISuDjm4pMbG45CU5mSL1naQGpEICZ/gweUq3zVSA4L4IBhAlOsVnYnChwHDnn8wcvTtG5cT3G8JN9mZZs7Xb2H9cOZjMkHpJRlg7xKge96QOcFQ16CiY+bkpV/nFLVvf34dmo7anvWafz9Cf/ud+ncvp32NWN30sCJF14AKQn/3kO9ti8rW4Zbuk9WmpaupTMgjkoZTm686jEZISKBdV198LYAX0gpl5zhmAsWIQSTLWa2lTYoxiTAkZU9+/UaPfPT57O+aj2lzaUDnsd/0iSif/tbOrZto+YnSsPw0UQ6HFQ9+mOse/cS+6c/4jdx4oBr99bvZeeJndyUfhMaccrXd1f1ujv5CraXNaoFbiqjhkYjSI6Pw+SIZH+iEmHq2LzFy6pGD0dNDa7ySooTBZOtNg4axpMcpk6VOp1BjUkpZZ94kBDCLITIHmyNysDkxpvY6YjHZQiG0pOhbolkWdmyXmtN8+ejT0ig9rk/I91ub8gdFNuRIzR/9DHmW29FHxPTa9+S0iUkG5MZZxqn5EuWrueIfy5ajSAr1uglxRcWUsqjXT3wcrr64f3G25q8zZREMzXNVqp8UyEgAg73vqYWpC1Ap9Hx9v63Bz2P8dprCH/kf2j54guqn/jJqE36kHY7lT/6EW0rVhD5858RNHPmoOv/s+8/+On8+Ma4b/TecXg5hCRz2BVOi9WphrhVRpXceBPb7Kn4h7iw+Who37zJ25JGjfbNmwE4bNHg74wiJS5GbVbeD0NqDSSEKBBCBAshQoAi4HUhxHOjK+3CZFKCGTcaaox5PcZksimZceZxfUe+6fWEf//72A4coOWLL7whd1BOPP+80hvzgft7ba/tqGXH8R3MtcxVQty1e6GzgfXODDKigvAzqO1KVEaHSV1G1M6KFkiZBUdWKQ8zXYT5hXF10tV8fPhjWuwtg54r7L77CP/hD2n57DOqH3t8xA1Kt91O5Q9+SNvyFUT+/OeE3HrroOvrOutYXLKYb6R+4+QcbgCnTfkuSbmCwnIl3KgakyqjSW68ia2udCbZ29kbB20XcPPyjo2baA/QYgpysMWu5ksOxFD7TBqllC3ADcDrUsrJKLNMVYZJnNmP0AAD2zWZSp5TszJ1Y65lLjtP7ORY+7Fe64OvnodPRgYnnv8LbpvNG5L7pWNHIa3LlhPy7bvRhfRu8/Nl6ZdIJHOSukPcivP6w4YkNddEZVTJiArGR6dhR3lX3mRnAxwr6rXmtvG30ens5KNDH53xfGEPPkDEo4/QsmgRFQ9+B1dT3z6VZ4Ozro6Kb99D26pVRD31JCG333bGYxYeWIjD7eC28aetrdgMjg5IvYIdZU0Y/fQkhQWMiE4Vlf7IjTexTaYxyWpjlwWcpWU4jh8/43HnG1JK2jZtZFe8m3xrO1tdaeo9bACGakzquobefxP4fBT1XPAIIchLMLG4NUXZUKZUws21zAXoNV4RQGg0RD7+GI6qKhpe/z9PSh0Q6XZz/De/QRcRQehdd/XZv6R0CWnmNJKNXbmhZetwBMVx0GZW8yVVRhWDTkNWrFHx0CV3hYwP9244MSF0ApMiJvHO/ndwuc+cDxl6771E/eoZOjZvpmT+Aqx7956Txs6dOym54UY6i4uJefZZzLfccsZj7C477x14j+lx00kMPq1l0eEVoNGB5TIKKxq7pgGpYTiV0SM00AdhspDs8GNvT97kZi+rGnkcZWW4jtf25Etud6ueyYEYqjH5DLAUOCyl3CqESAYOjZ6sC5vceBNfNkQgDUFQth6AhOAExoeM7xPqBgi4+GKCrrqSupdfHhNPf80ffYR1zx4ifvwomoDeHpCathqKThT1GMdICWUbqAqeBKA+1amMOnkJJoqrW7D5hkBUthLqPo07JtxBVVsVBRUFQzqnecECEt96E+lwUHrLrZz4299xd3YOS5errY3aP/2J0ju+hfDxwfKuMjFqKCwuWUyDtYHbx9/ed+eRlRA/jRbpy6HaNvLUBzYVD5CbYOagKw3/EOj019G+6cIzJrt/pn2JGhKcgWjM8YQG+nhZ1djkTH0mbxFChEop35dSZkspvws9if83ekbihUdeV95kQ9jkHs8kwNykuRTXF1PRWtHnmIjHHgOnk9o//cmTUvvgamuj9rk/45eXR/C1fW+E3Z7VHmOy7iB01LNNTCDYV0dSqBp+Uxld8hLM2J1u9tW0KnmTFZuVUYOnMDN+JjEBMby5780hn9cvJ4ek/35I0BWzqHvhBY7Mu5rG99/H1dY26HGu5mYa3n6bI3PnUf/KqxivuYak9xfim5ExpPeVUvLWvrdINaUyLXpa751tJ+DYLkiZya6KZqRUH9hUPENuvIkN9mQmdbSyO0HSvnHjmG5jdza0b95Ei1FPaLBkn3scuQnq5LaBOJNnMhF4XwixVgjxSyHEVKHGT86Z7DgjQsA+QybUHVBuCNDTRuf0UDco/e9C7r6blk8/o2NHoUf1nkrdi//A1dBA5M9+1m8obUnpEiaETiA+OF7Z0JUv+UVzErkJZrUKTmXU6TamCssbFWPS7ej5f9iNVqPltvG3sf34dnad2DXkc+tCQ4l97jkS//MWutBQjv3iSQ5dehmV3/8B9a//Hy1LlqI/dIiWJUuof+11Kh76Hocuu5zjz/wKQ3w8lvcXEvO736I1Dd3g21izkf0N+7ljwh19r7mjXV7XlFk9xTfqzGAVT5CbYGKHexyTrTZ2JUicNTU4Kvo6Qs5XpNtN++bNFMW7mNzewgZbshriHoQztQb6nZRyFnA1ShX3t4EdQoi3hRDfEkIM3FlXZUCCfPWMiwikwDpO2VCueCdjA2PJCc9hccnifo8Lu/8+dFFRHHvqKaSHmimfinXvXhreeAPT/Bvxy+zbC6+spYw99XuYZ5l3ysYNuAMjWV0XqF6IKh4h2qg0Ly8sb4KEaaD379Vvspv5afMJNgTzevHrw34P/8mTsXzwPpZ338G0YAEdhTuo/f3vqfrhDwn503NU/fBH1P7hD1iLizHfdhuW998n8e3/4JeVNez3er34dcL9wrk2uZ+Q+JGV4BcC0bkUVjSRGhGI0U8/7PdQURkuE6KD2a9JIdvmpNiiPOS0X0B5k7ZDh3E3NLIrkVPyJdW2dgMxpJxJKWWrlPIjKeUDUso84Ncok2/+ParqLmDy4s18cjwcqffvFeqelzSPg40HOdx4uM8xmoAAop56EtuhQ9S99LIn5SIdDqp/9nO0IWYiHn203zWLShYhEMxN6p0v2RA2BbcUavhNxWPkJZgorGgEnQ9YLuvXmPTX+3NT+k2sKF9BSXPJsN9DCIFfbi5RP/8Z49asIW3zJpI+/ojG73+fpE8+IW3LZlILVhH5xOP4ZWWeVVHMnvo9bKrZxO0TbsegPW2ijZTKz5UyEykEheWN5KkPbCoewlevxRIVSosmCT+znvZgwwXVvLy7oGhvoiDL7mKfSGJCtGpMDsRQC3AQQmQLIa4XQtwAZAAlUso5oyftwiY3wcSJTrBGToLS9T3b51jmoBEaFpUs6ve4oJkzCb7+OupeegnrgQOekkv9v/6Fbd8+op96Cq2x7wUlpWRxyWImR04mKiBK2dhYAq3V7NUr3pjcOPVGp+IZ8hJMVDR0cqLVpoS66w9DY1mfdbeNvw29Rs8be944p/cTQqA1GvHNyMA+YTy+6Wlog4PPuar69eLXCdQHsiBtQd+dx/dA23FImUVZfQeNHQ7yEtTiGxXPkR1nYoMj9WTe5KZNF0zeZPvmzTSF+hAabKBem4IlMlTtkTwIQ21a/hrwGnAjJ+dyD60MUaVfcroMq9LAXDheDJ1KvlOYXxhTo6ayuGTxgBdl5E9+gtZoVEa9jdJkjlOxHT5M3QsvEnz1PIKu7L+96IHGA5Q0lzAvqXeIG2CVNZXEUH/MAeqsYBXP0G1U7axogpTu0Yor+qwL9QvlG6nf4NMjn3Ki44QnJZ6RipYKlpUtY0H6AoIMQX0XdHtbU2YpXljU4hsVz5Ida2SzPYXJHe0Uxbtw1dVhLxm+l3+sIV0uOrZuoSjexaS2ZjbaU8iJU72SgzFUz+Q0KWW+lPJOKeXdXa9vj6qyC5y0yEB89Rq2uMcDEspP5ppcnXw1lW2V7K7b3e+xOrOZqCefxLp3Lyeef35Udbo7O6n6n0fQBAYS+fOfD7hu0dFF6ISO2YmzT24s2wD+oSw9biJb9UqqeJCsWCM6jRL6JWwcBMf12yII4M6Jd+KSLv69d2xl7by+53U0QtN/OyBQjMnwDAiOobC8iQCDlrTIfoxOFZVRIjvuZBFO8QXUb9K6fz/ullaK4t1M6mhnoz2FLNWYHJShGpMbhRAThntyIYRJCPGBEGK/EGKfEOLi4Z7jQkWn1ZAZY2RpUyxoDVB2str0ioQrMGgMAxbiAATPmY3p5puof/VftK7o63EZCaSUHPvl09gOHSLm2Wf7TLrpxi3dLC5dzKWxl2LyPcVoLF2HLWYq1S029alOxaP46rVMiAlWJuEIASkzoWQ1uPp68hOCE5iXNI/3DrxHfWe9F9T2pbqtmo8Of8SN424kwj+i7wJHp/Kw1uV1LSxvIifehFbtljAkhBC+QogtQogiIcQeIcTT/azxEUK8J4Q4LITYLISweF7p2CYtMpB6XTj+GjMas4E2s+8F0W+yo+tn2JMomGSzscM9rieaqNI/QzUm30AxKA8IIXYJIXYLIYbST+MvwBIpZQaQA+w7W6EXItlxJnbUWJGxk3vlTQYZgpgeN50lpUsGndAR+dOf4puZSfUTP8Fe1jcf7FxpWvg+zZ98QthDDxF42aUDriusLeRY+7HeIe7mKmgqoywoD1Dblah4ntx4E7srm3G5pZI3aW2G6h39rn0w+0FsLttZVXaPBi/vehmB4N6se/tfULYBXEo+qNXhYl9Ni3qNDQ8bMEtKmQPkAnOFEKc18eQeoFFKmQr8Gfi9hzWOeXRaDRNjjOzVpDPJ5qA4ETq2bEG63d6Wdk60b9lMY6Q/gcG++GjDaNCFq17/MzBUY/I14A5gLifzJa8b7AAhRDAwHfgXgJTSLqUcmcG2Fwg58UasDjd1oflQUwS2k82Pr06+mrrOOjYfG/gpT2MwEPv886DRUPm9h0dsbjBA+5YtHP/1rwm47DLCvvudQdd+cfQL/HR+zIyfeXJjV77kFlc6GgETY4JHTJuKylDIiTPRbndx5EQbJM8ARL9V3QAWo4Vrkq7hvQPvUddZ50mZfahsreSTw59w47gbTxaznc6RlaD1gcRL2FPdgtMt1dZbw0AqdH/h6rtepyepfx3FkQLwAXCF2me5L9lxJgo6k5nU2sD2WDuuxkZsh/p2IzlfkA4HnVu3KSFuq409mnTGRwdj0A25XvkriW6I68qllJ8O89zJwAngdSFEDrAd+IGUsn2Y57lg6c4j3KObyAzpgsotigcFmB43nSBDEJ8d+YxLYi4Z8ByGuFjinv8zFfc/QPl995Pw+mtoAwPPSVfnzp1UPvgd9AkJxDz7B4Rm4IvI5rKxpHQJVyRcgb/e/+SOsvXgE8zyxgjSIh34G4b6X01FZWTo9tTtrGgiLT8eYicpRtiMJ/pd/0DOAywqWcRrxa/x2JTHPCm1F6/sfgWN0AzslQTl50i8GAz+FFUoI1ZVY3J4CCG0KPelVOAFKeXpT+6xQAWAlNIphGgGQoG6085zP3A/QGRkJAUFBeesra2tbUTOM1IMpkff6mCLI4X5Vhv/6MqbLHrrLTqvmOUVPeeK/uhRQjo6KIzTMK+lkYL26YQFD/5+59Pva7QY6h1+vxDibeAzlPAAAFLK/57h3JOAh6WUm4UQfwGeAH5x6qKv8oUopcRfB+8e8eNraChb8w6lFScNt2xDNl+WfMnXHF/DV+M76HsY7rsX0z9fovjmW2h8+HvgM/D80ME+H115Bebn/4w7IJDj991LRVHRoO9b2F5Iq72VxLbEXuecsm851oBUtpU2MClSp16IKh4nOSyAIB8dRRVNfDM/XnlQW/scdDaBX1/DKzE4kWuSr2HhgYXcOeFOIgM8P5OhvKWcTw5/wk3pNw38/i01ULsXcm4GoKiyiahgXyKDB/+OUOmNlNIF5AohTMBHQohMKWXxKUv680L2abEhpXwZeBkgPz9fzpgx45y1FRQUMBLnGSkG0xNX28a/d7eR6JQ4TD60hgtiGhqIH0X9o/n51B04yAlgT4Lgpw023nSmcuvUicyYHOcVPWeDN/QM1Zj0QzEiTynVRQKDGZOVQOUpT3sfoBiTvfiqX4iTj26mvM2OiM7GQjWWU9aZak2sX7weW4KNualzB3+TGTNoGTeOqkceJfHlV4j9y/MY4vr/zz+Qntbly6n+29/QGE1Y3noTfWzsGX+2D1d8SIRfBPfNuQ+tpqsHV3sdFFTgyLmdtmqYMyWDGVMTBzzH+fT7Ujl/0GgE2fFGiiq70j9SZsGaZ6FkDUy4vt9jHsx5kMUli/lr4V/5zWW/8aBahee2P4dBaxjcK3nKCEWAooomctTJHGeNlLJJCFGAksZ1qjFZCcQDlUIIHWAEGjyvcGyTHBaA3sefY37jyHO72WsB49atSJcLoT3/+jJ2bN5MY2wwuiAXcXWCYplEtlpAekaGOgHn7n5eg7YGklIeAyqEEOldm64A9p6j3guO7DgjB4634oy/GCq3grPH8UtOeA7xQfF8duSzIZ0reN484v7+N+zl5ZTccCOtK/tvhXI60uHg+B+epfJ7D2NIsa9euwAAIABJREFUSCDxzaEZkvWd9ayrWsc1KdecNCQByjcCUKzPVH4OtQpOxUvkxJnYX9OK1eGCuClgCBowbxIgPiie2yfczqdHPmVP/R4PKoWtx7ayonwF92TeQ7h/+MALj6yEgAiImEhju53S+g61+GaYCCHCuzySCCH8gCuB/act+xS4s+vv84GV8kLpyD2CaDSCzNhgCt3jmNRcx6bodtwtLVj3nf5xjn3cdjsdO3awK1Ey2aWhxnccOoMvKeHnljr2VWBQY7IrBD0oZ1jzMPCfrsrvXOB/hyfvwic7zoTLLZXm5S4bVBf27BNCcF3KdWw5toWatpohnS9o1iyS/vsh+rhYKr/7XcrvvW/AqQRuq5XGd9/lyDXX0vDaa5hvvYXEd97GEHdmQxJgSekSnNLJdcmn1WKVbQSdL+va4zDoNKRHqVVwKt4hN96E0y3ZU90MWj0kTVealw9iE9yfdT8hviH8YcsfPDbNw+V28ezWZ4kKiOLOiXcOvNDt7hmhiEbT43VV8yWHTTSwquvetBVYJqX8XAjxjBCi2239LyBUCHEY+B/6iaypKOTEmVjVlsCkjlb29PSb3ORlVcPHWlSEtFrZHN1OXvMJdspxZMYa1ZZbQ+BMYe4nhBCDlTYK4Ad0halPR0q5E8g/S21fCbpvAltcaaSCUriScLJDxbXJ1/Lizhf5ouSLwUNfp2CIj8fyzjs0/N8bNLz5JuV33Y0hMRGf9HQMyUkEHjxI+ZtvYd2zB1dTE77Z2UT+5AmCZs4888lP4dMjnzI+ZDzjzON67yhbD7H57KjuZGJMMHqtWgWn4h1ye4pwmpmcGKIYYQe+gPojEJba7zGBhkC+l/c9ntn4DMvKljHbMrvfdSPJp0c+ZV/DPn5/+e/x1Q2S+3hsF3TUnxLibkYIpUm7ytCRUu4C8vrZ/uQpf7cC/cyxVDmdrDgjv3Ol8gebHWuQntaYQAI2bSb0nnu8LW1YtG/ajNQI9iYIHq1v5dXORLInqtfWUDjTXX41J8cn9ve6Flg2mgIvdCKDfYkM9mHLcaFMs+hqqdNNfFA8kyIm8cnhT4blJdH4+BD2wP2krlhO1C9/iSE5GduBA9S/8ir+69bjamwk8GvTSXjjDSzvvTtsQ/JQ4yH21u/lupTTvJLWFji2C3fCxRRXNashbhWvEhHsS7TRl6KKrrzJ1IFHK57KDak3MM48jj9u+yPtjtFtQNFkbeIvO/5Cdnh2716t/XF4ufJntzFZ2URqeCBBvvpR1aiiMhjZsSYqZThOQwhZmgD2WrR0bN+OtNu9LW1YtG/eRGOiGfwNpNsdbHWqk2+GyqCeSSnl3Z4S8lUmO87ErspmSL8Ydn8AbheckoP4/8b9P36x/hdsP76d/KjhOXo1Pj6Yb74J8803AUp+5Oq1a5kx69zaNnx46EP0Gj3XJp82or1yC0g3VcF5dNhdauKyitfJiTOdLMIJSVZeh1fA1AcGPEar0fLktCf51uJv8eftf+bn0wYeJXqu/G7r72i2NfPPq/7JGdsYHlkJUdkQGIGUkqKKJmZm9DMhR0XFg8SH+GH0M1DiO4FJHVWsi3IxtcNJZ3Ex/pMmeVvekHB3dtJZtIviS4PJFQE4fEKptIapXv8hosYfxwA5cUaO1rXTETMV7K1wrPdM7tmJswnUB/LhoQ/P+b2EXg+D9I0cClanlc+OfMYVCVdg9jX33lm2AYSWrS4lhKjO5FbxNjnxJsrqO2hs7/KSpF4JpWt7Fbv1R25ELndMuIP3DrzH5prRGRG3snwlXxz9gvuy7yMjJGPwxdZmqNis6AcqGzupb7erxTcqXkcIpQhnqzOZSQ017ImXSCFo33T+5E127NgBDgfrIpuY1N5Kqc8EAn30WEIDvC3tvEA1JscAWV0G1179RGXDaaFuf70/1yRfw5elX9Jsa/a0vD4sK1tGi72F+Wnz++4s2wAxuew87iDAoCU5TL0QVbxLd9ucky2CrgBHR0/XgcF4OO9hLMEWntrwFB2OjhHV1Wxr5lebfkW6OZ37su478wEla8Dt7AnV9xTfqA9sKmOArFgTy1oSyLXZ6PTX0poY2jPj+nygY9NmpFbDvjiY1FjNVlcKE2OC0ajFN0NCNSbHAN1u9O2NAWBKUApYTmNB2gLsbjufH/3c0/L68OGhD0kISmBK1JTeOxydULUdEi5mV2UzmbFG9UJU8TrZcSaEUCbhAGC5DLSGk/mHg+Cr8+WZS5+huq2aX2361YhVd7ulm1+s/wVN1iZ+fdmv0WuHkPN4eLnS2ijuIkDpL2nQaciIVrslqHifrFgjO5zJ+CHIMJjYn6Sjs7AQt9XqbWlDon3zZhpTw3H56Miy2fmyJV5N0xoGZ2oN9D+nvX4khLhDCJHkKYFfBUICDMSZ/dhV1QyJlynevdNuWukh6WSGZvLBwQ881q6kP442H2X78e3cMO4GNOK0/z5V28Flx5lwCXtrWtQLUWVMEOijIzU8UMlLBvAJhISLlbzJIZAXkcdDuQ/x+dHPeX3P6yOi6e+Ff2dVxSoeyX/kzOFtUL4PDq+E5K+BzgAoldxqtwSVsUJ2nJEOfGkMHMcku4vVEY3KnOvCwjMf7GVcra1Yi4vZk6ghU2/GB8EORxKZar7kkDnTt1DQaa9glFY/i4UQN4+ytq8UOXEmdlU2QeIl0NkAJw70WTM/bT6Hmw5TdGLwEYejyX8P/hed0PH11K/33Vm2ARAc9MnE7nSr+ZIqY4bsruur50Es9QplJGFL9ZCOvz/7fuZZ5vH89udZVT60YQAD8cXRL3hl9yvcOO5Gbht/29AOqjsEzeU9Vdwut6S4Wu2WoDJ2iDP7YfTTc0ifweSGanbHOpFaLe0bx37eZMfWreB2UxBRxyS7k+bAVDrwVYtvhsGgxqSU8ul+Xj8ALgEe84zErwZZcUYqGjppjugKHZet67NmXtI8AvQBvHvgXQ+rU+h0dvLxkY+ZmTCTML+wvgtK10HkRIrqlNC26plUGSvkxhupa7NT3dwVcusqYhmqd1IIwTOXPsOE0Ak8sfYJth3bdlY61let58n1T5Ifmc/Ppv7szNXb3XSH5LvyJQ/XtqndElTGFEIIsmKNbLAlkdfaiNVH0JoaSfvGM+cme5v2DRuRvgb2RbuZXF/FQcN4gnx0avHNMDir+IiUsgGlYbnKCJHd9QRU1B4CQdF9inBAKcT5f6n/j6UlSzneftzTEvnsyGc025r796Y47VCxBRIvZVdlM8G+OhJC/D2uUUWlP7q95D39JiMmKNfZEPImu/HV+fLXWX8lwj+C+5fdz9LSpcPS8NGhj3hoxUNYjBaem/Hc0PIkuzm8HELHgdkCnPw51EpulbFEVpyRJU1xhLjdJPmEsC/ZgLW4GFez9wtHB6N940YaMqJx6TTktjWw0ZbExFi1+GY4nJUxKYSYBTSOsJavNBO7jMnd1S1KqLufvEmAW8ffihu3x72Tbunmzb1vMjF0IpMi+ukbVlMEzk5IvITdVU1dRQ/qhagyNsiIDkKvFScruoVQvHxHV4HLOeTzRPhH8Oa8N8kMy+TR1Y/y8q6Xcbgcgx5jc9n4646/8uSGJ5kSNYU35r7Rt6XWYNg7lKK87obrKJXcQT46klTPicoYIivWyEFXFE5DMJPwZWVkPUhJ++axW9XtOH4c+5EjFFsE43zDCHZLFjfFqyHuYXKmApzdQohdp70qgd8B3/WMxK8GRj89yWEBisch8RJorYHGkj7r4oPimRU/i4UHFo54q5LBWFe1jtKWUu6YcEf/RmJXBbo1Zir7a1rV8JvKmMJHp2VCdDC7Kk7xkIybfbJ34zAw+Zp4+aqXmWOZw98K/8b1H1/PoqOLcLldvdY53U4+Pvwx1350La/sfoWvp3ydF694kUBD4PDEl6wBp1XR28Wuymay4tRuCSpji6xYIxINtcGZTG5pYFdEB/j70r6hb6RtrNC+QQnDLwuvZZI04PQxcsAZ2dOyT2VonGk292njTZBAvZRydOeLfUXJijOypaQB5l6mbChdr0zrOI1vTfwWy8uX89mRz7gp4yaPaPv33n8T4R8x8JzisvUQlsb+Nj+cbqkakypjjuw4Ex8VVuF2S8UIS54JGj0cWgqWS4d1Ll+dL89Of5ZvpH6D57c/z+NrH+epDU+RakrF0GngH5//gyNNR7C5bGSGZvKbS3/DRdEXnZ3wQ0tBH6C0NAKsDhf7alq49/K+3w0qKt4kzuyHyV/PXk06k2q34IqPoXlCPPoxnDfZvnED0mzkUGgb9zXXUxuciWzWqJ7JYXKmApyy017lqiE5emTFGqlptlLrmwj+of3mTQLkhueSGZrJm/vexC3do67rQMMBNtds5taMW9Fr+snzcrugfJMS4u4KI6pPdSpjjew4I202J0fr2pQNvsGQeDEc/PKszieE4LLYy1h43UL+POPPLEhfQIA+gDJ7GUaDkZvTb+Zvs/7G29e8ffaGpJSKvuQZoPMBYF9NC063JDdevdmpjC26i3DWdFiIcTqJ8jGzJ0mHo6wce2WVt+X1QUpJ+8aN1E+MQQrB5Noj7NOkE+SjI1HN+R8WaoOyMUR3kUBxdYvSB6+f5uWgXLDfmvgtylrKWF429AKCs+Vfxf/CT+fX/8QbgOPFYGvpKb4JDTAQY/QddV0qKsMhN767COfUUPccOLEPmsrP+rwaoeHKxCt5bMpjvDrnVX4Z+0tenv0yj055lBnxM84td7h2H7RUQlrvEDeoo0pVxiZZsUa+aIxBAPk6M8silGLRjk1jzztpP3wY14k6diVCol844S4Xazst6sCNs0A1JscQE2OC0Yium53lMmgqg+bKftfOTpxNkjGJF3a+0CdXayQ52HiQJSVLuDXjVow+A3hCSruM3sRL2F2l5HKpxTcqY43k8EACDFqln2s3aXOUPw8OrzLbYxzq0nVKvmRRZRNhgT5Eqw9sKmOQrFgj9a4ArMYU8q1W9gQ1Q6h5TOZNdmtaHFZNvla5v31eH0OWmqY1bFRjcgwR4KMjNSKQ3VXNkNiVw1Xat98kgFaj5aHchzjafJRFJYtGTdMLhS8QoA/g7sy7B15Uug7MFjr8ojh4vFX1mKiMSbQaQWaskZ2Vp3gmQ1OVdjuHzi7UPeoc/BKisiA4pmdTUUUTufHqA5vK2KR7akxVYCb5x4+AEDRmxdO+cRPSPfppWcOhfcNGiI+mzL+dyZ0dWE2p1Ln81ck3Z4FqTI4xsmJN7KpsRkZOBF8TlK4dcO1ViVeREZLBiztfxOEevD3J2VBcV8zKipXcOfHOgb2SbrcSjrdczt7qFtzyZM9MFZWxRm68iX3VLdidXTc1IZRQd8kapQXPWKKzUak0HzenZ1Or1cHRunb1gU1lzBJn9sPsr6dIjiOh9QThPmZ2WzS4Ghux7tvnbXk9uO122rdupXZiNABTjh2mOjATUO9hZ4NqTI4xsuOM1LXZqGmxK6HukoGNSY3Q8L3c71HZVsknhz8ZcS1/L/w7Jh8Tt4+/feBFx3eDtQksl1PUk8ulXogqY5PsOBN2l5v9x1pObkybrbTeGeTBzSscXgHSdTIUD+yuakZK9RpTGbsIoUQAVrQmKHmTfjEsDlfGlrav7T/S5g06d+xAdnSw3eImzj+SqLY6ihhHkK+OxFC1+Ga4qMbkGKP7JrGrshkslyt5k4MUB0yPm052eDb/2PkP2uxtI6ZjQ/UG1lev557Mewbvi9dt7CZdzu7KJqKCfYkIVnO5PIUQQiuEKBRCfO5tLecDOV0V0EWnhroTL1Na7xxY7CVVA3BwidLVIXZyz6bu4iF1Jve5IYSIF0KsEkLsE0LsEUL8oJ81M4QQzUKInV2vJ72h9XwkK9bI8voQpCGQfIfkiK4BkZ5C29qx88DWtmYtQq/nC3M5+b6RAKxqSyQzRk0hORtUY3KMMT46GJ1GKEUClu5+kwM/zQkheGLKE5zoPMHzO54fEQ0djg6e2fgMlmALt4y/ZfDFpesgJAWCY3oaKat4lB8AYyd2NMaJNfkRFmg4OVYRQO+rTJc5sEhJ2xgLOO1KvmTaPNBoezYXVTSRGOqPOcDgRXEXBE7gESnleGAa8JAQYkI/69ZKKXO7Xs94VuL5S3acEZtbQ1tYDvn1FQDUZsfRuXMnrpaWMxztGdrXrkHmjKeWFvJtTqRPEF+eCFG9/meJakyOMXz1WtKjgpQinIgJ4BcyaKgbICs8i9vG38Z7B96jsLbwnDW8uPNFqtqqeOrip/DR+gy80O1SemFaLqOlK5crR70QPYYQIg64BnjV21rOF4QQZMeZehuTAOOvg7bjULXNO8JOp3Qt2JphfO+5EUWVTapXcgSQUtZIKXd0/b0V5YEs1ruqLhy6C1hK/DJJOraPUN8Qtie5weXqmTjjTRw1NdgOHaYqMwKA/Lpy2sLysLpQi2/OkjNNwFHxAtlxRhbtPoYUAmG5TLmxSKkUCwzAw3kPs7J8JU9teIoPrvsAg/bsPBd76vbw5r43WZC2gPyo/MEX1xQpN7yk6RRXKeE3tVm5R3keeAwIGmiBEOJ+4H6AyMhICgoKzvlN29raRuQ8I8Vw9RiddlbVOli8fBV+OuWa0jn8uURoqfzyHxxNObdCnJH4fMYdfJkojS/rKzW4a5RzNVnd1DRbCbDVDfv85/vvbDQRQliAPKC/uZoXCyGKgGrgUSnlHg9KO2+JNSlFOFud48iWbiYHJrJYHuHqoCDa1q4heO6cM59kFGlbozhoNiRYidZHElu6nd0pDwCok2/OEtWYHINkxZp4Z0sF5Q0dJFouh32fKrmTZsuAx/jr/fnFxb/gO8u/w/M7nuexKY8N+33bHe38fP3PCfUN5UeTf3TmA7rD75bL2LWjy5hUL0SPIIS4FqiVUm4XQswYaJ2U8mXgZYD8/Hw5Y8aAS4dMQUEBI3GekWLYeqJr+ejwVkxJ2VycEnpye810EpqKSPja1wZ9cBtxPafjdsO2ByB9NtOvOHnTXbb3OLCNG2dMJt8S4llNI8xY0SOECAQ+BH4opTw9/roDSJRStgkhrgY+Bsb1cw71ga0fYv3dfFBl5h4g6UQLX4paGlPScSxfwcErrzyna+xcPx/jRx+hN5tZ4iwmR0aBdLOkNgQ/HZTs3kLpMLVdCL+vc0U1JscgpxbhJCZdrmwsWTuoMQlwWexl3Jx+M2/ufZPEoMRhze12uB08UvAIJc0lvHjFiwQZBnR2naR0LYSlQVAUuyt3EB/iR4iay+UpLgWu77rJ+QLBQoi3pJSDlN6rwMnilaLKpt7GZMY1sOhROHEAIjK8pA6o2g5txyDjtBB3RRNajWBijPrANhIIIfQohuR/pJT/PX3/qcallHKREOJFIUSYlLLutHXqA1s/bLXt56XVR3HHZjBP5+YlF7RdPg7jzj1Mi4nBNz3do3q6kXY7Bx95FHnlZbTKFcw2hgOCbdoc8hKNzJw5zaN6RgNv6FFzJscgaZFBGHQapQgnPAP8w4bctuTxix5netx0/nfL/7K6YvWQjpFS8ptNv2F99Xp+Me0XXBJ7yZkPcjmhbGNPkVBRZRPZsWqI21NIKX8ipYyTUlqAm4GVqiE5NMwBBhJC/PvmTWZco/y5/zPPizqV/Z+DRtdrhCIo11h6ZBB+Bu0AB6oMFaGU6/4L2CelfG6ANVFd6xBCXIRyv6z3nMrzm6xYI063pCEkj+TKIsL9wlkTp3QcaVuzxmu6Ogp34m5v51CG0qVkWkMN7ojx7Kh1qZG1c0A1JscgBp2G8dHBSnsgIU72m5TyjMfqNDqenf4sGSEZ/HjNj/mydPDJHjaXjd9u+S0fHvqQ+7Lu48a0G4cmsmYn2FvBcjkN7XYqGzvVSm6V84ac+H6KcIJjlDY8+7/wjihQrvH9nyvXvJ/5lM2SooomcuLVB7YR4lLgDmDWKa1/rhZCPCiEeLBrzXyguCtn8q/AzVIO4UtYBTiZP39Qn4GwNnGROYPV1l34ZKTTvtp7xmT72jWg07Eyoo6EoASiq3bSGJKHwyXV4ptzQDUmxyg5cUaKq5pxuyUkz4DWaqg7OKRj/fX+vHDFC6QYU3hk9SP8bN3P+u1BeaDhADd/fjPv7H+H28ffzsN5Dw9d4JFVgICkrymV56iNlL2FlLJASnntmVeqdJMTZ6S62Uptq7X3joxroboQmiq8I+zEAag/3CfEXVrfQYvVqXZLGCGklOuklEJKmX1K659FUsp/Sin/2bXm71LKiVLKHCnlNCnl2BsuPYaJMfoSGmBgnTUFgKkigAZrA7ap2XTs2IGzsdErulpXrMQvfzIbm3cy1ZQGthYOGMYDav/Wc0E1JscoWbFG2u0ujta1QcpMZeORVUM+PswvjH9f/W8ezHmQz49+zuwPZvPQiod4dferfNz4Mbctuo2bPr+JJlsTL17xIo9f9PjwGrUeXQXR2RAQyq4uD4/6VKdyvtDt4dtV0dx7x4SvK3/u+cjDiroo/hAQSquiU+j2oqqeSZXzBSEEWXFGVtQGg5+Zaa0NAOyZEABuN20FQ0vDGklsR49iLymhZdoE2h3tTEUZsLGuMxmTv574ED+Pa7pQUI3JMUpu102jqKJZKbwxJykG3DDQa/Q8lPsQb857k9mW2VS0VvCXHX9hdctqtELLtzO/zYfXf8jlcZcPT5ytDSq2QLJi5BZVNpMSHkCwr35451FR8RITY4LRagRFlaeFukNTIGYS7H7f86KkVN43aToERfXatbOiCT+9lnERg0yjUlEZY2THmTh0og1X7EVEV+0iMTiRVQFl6KKiaF2+3ON6WpevAGB7mgaB4KKmOvAPZdWJILJi1ck358KoVnMLIUqBVsAFOKWUZ2hcqNJNcngggT46iiqbuHFynOKd3LUQXA7QDs9oyw7PJjs8G4BmWzNbNmzhqplXnb24svXgdkDKTKSU7KxoYnpa2NmfT0XFw/gbdKRFBrHz9LxJgKwFsPQncOIghKd5TlT1Dmgsgcv/p8+uosomsmKN6LTq87/K+UN2rBG3hJrgbOIOL2Vqzmw+L19OwKxraPnvR7g7O9H4ec4b2LpiOb5ZWax17CUjJANz6Q5csRdxcE8bs8ZHeEzHhYgnvplmduWjqIbkMNBqBJmxwSeLBJJngr0NKree03mNPkb04hw9iEdWgc4X4qdR02ylrs2m5pqonHfkxhspqmhS8pJPJfMGQEDxB54VtPsD0Br6hLjtTjd7qlvUnGSV847seOX/bJFQWm1N1QTR4ezgxJRkpNVK+/r1HtPiOH4ca9EufGdOZ2ftTqaGZkH9YWqMObjckmz1HnZOqI+5Y5iceBN7a1qwOV1K6EtohpU3OWocXQUJF4PeV83lUjlvyYs302J1UlLf3ntHUBQkXa6EnD1VvOt2KfmS42b3quIG2FfTgt3pJi/BPMDBKipjk4ggX6KNvqxsjQOtgYtaGxAINke0oDEaaV3muVB328qVAJTlRuFwO5gqlHzJnV0j2VWHyLkx2k3LJfClEEICL3U1d+2FOj1gYHTNThwuyX8+LyDZpGVSYCpy5ycUai71ih4Ag62eS07s50jQVCoKCvjsgB2tgBOHCik4cnb5JhfK70vl/CI3Qbl5FJY3kRJ+Wi5i1gL49GGlsjt20uiLKV2nzAbP7Nuaq7BcqXrNS1BvdirnH1mxRnZUt0HsZEwV28mIymDjia1cO+NrtBYUIJ1OhG7056e0Ll+BITGRjYZydBodkxqPgc6PgtYYwoOaiQz2GXUNFzKj/Ru8VEpZLYSIAJYJIfZLKXs1mDrT9ACHw0FlZSVW62ktPAbBaDTi6+t7zuJHisDAQHJyctDrhxdeTmvq5IWdK9FGpDDjEgu4vw5r/8SMqbngd/Y3lnPqjr/zbQBSrrqXlOhs/nlwI5mxLq6adZl39IwCY02PyuiQGh5IkI+OnRWNzJ8c13vn+Ovgi0eU0LMnjMnd74MhENLm9tm1s6KJyGAfoo1j5ztNRWWo5MSb+HLvcayZU/Hd8ncuznmcf+9/B93Xnsb9yad0bNtOwLSpo6rB1dJC++bNhN51J+uq15Mbnot/6RaIy6ewqp2cOLX45lwZVWNSyv/f3n3HV13djx9/nZtJ9oQEEkjCSMLIgBBAQYIWxEWKE0eVauto7a+1aqv9dtjqt/1+tVq12qpUqlXq+GqRoQwVIkNARgYzjJAdkpCELDJvzu+Pz00Esm7CvVm8n49HHgn3ns/n8743OXzOPeN9dKHle4lSaiWQCPQoW2l+fj6enp6EhYVZ/cuurq7G09OK7QD7gNaa/Px88vPzCQ8P79Gxwd6uBHq6nD9vcstzxm44F8yr6jMnNhs78oyYjLlFsz+/0lggJMQgYzIpYkK9Sc3tYBHOMF9jyPnARzD/9z1e9NYjjWfh0GpjBx5nt3ZPp+adIS7UR252YlBqnet7YtgUJrU0M8fJj+W6mf1jHRjl6krV+nV2b0xWf7kJmptpvDyeo0ff5uexP4Jdn9Bw2aNkZdaSHDfKrte/FNhtzqRSyl0p5dn6M7AAONDT89TX1+Pv7z9o/yNVSuHt7d2jntVzj40N8SGtNX1JyHSj9+J436dUAKClxZgvGZEEJhMnSmuobTTLXBMxaMWH+nLkVDV1jeb2T0692xh6zvzMvkEc/A80VMLUe9o9VV7bSE7ZWZkvKQat1i0KdzaNA2UitqIYTydPtpbtxvOqq6hat56Wxka7xlC5ehVOoaHs8jOmjMxRHqBbOD4sBq2R3dtswJ4LcEYA2yxbUX0DfKq1Xt+bEw3WhmSri4k/LtSbrNJaquqbwNHZSBF0dGPfLQw4V+E+qC1tG4qTxTdisIsf7WP0sBdUtn9y3HfAOxT2LLdvEHuWQ0AkjLms3VNpecbNL07qmBikfNycGePvxp5TZhgxGae8ncwcOZOt+VvxWnQDLZWV1Npxr+6m4mLO7tyF9w03sLVwG0HuQYwtOQEmR3Y2RgBGCiNxcezWmNRaZ1m2oYp+FyiTAAAgAElEQVS1bEn13/a61lDW2lDbn2+52U1YaGyteGp/3wdzdL2xonzcVYCR+87TxZGIAPe+j0UIG2htpLU22s5jcoBp90BWCpSdsE8AhWlQsBcS7oUOPnSm5Z7BpGSrUjG4TRnlTUZ+pfGBKW83c4Ivo6SuhILoQBz8/alctdpu165auxa0xu36a9hRuIM5o+ag8nZCcBz7ihoZ5TMMfw9ZfHOxJDVQN/Ly8pg3bx7R0dFMmjSJl156CYClS5cSHh5ObGwsEyZM4O6776agoMDm148Z1Xqzswx1j18AKDi6webX6lbmegidCW5+gLE7T0yoNybT4O45Fpcufw8XRvu5dTxvEiD+e2BytF/v5J7l4DgMYpd0+HRq3hkig7xwc7b/alch7CU2xIeCM3VUjZgOzXXMdjA+HG0r/hqv666lJiUFc2UHowM2ULlqNcNiYzkwrIyzzWeZEzTD+AA3ZhYZBWeIDZUParYgjcluODo68vzzz3P48GF27tzJq6++yqFDhwB47rnnSE9PJzMzk/j4eObNm0ejjed+eLs5ERHg/u0iHI/hMGoaHF1n0+t0qzIfivdDpDHEXd9k5nBRlcyXFINe/GifzhuTnkHGwpi0FdDU83nPXaqvNFaLT7mpw+wMLS2atNwzkhJIDHqtI2zpKhqAwOJDRPtFszV/K96LktFNTVSt69UsuC7VHzlCw9GjeCUvYmv+VpxMTsxocQRzI1UjEskrr5N7mI0Mqo+7v19zkEOFVd2WM5vNODg4WHXOiSO9+N0Nkzp9Pjg4mODgYAA8PT2Jjo5u1wOplOKRRx5h5cqVrFu3juTkZKuuba3YUB+2Hz+N1tqYfzlhIWx+BmpKjMZlX2jtCbXMlzxYWEWz7BoghoC4UB9WpRVSVFlHsHcHW7sl3AuHVsGhTzrtQeyVjA+hqdY4fweyTtdQ3dAs8yXFoDdllDcOJsWuEkfm+I+DnK+ZEz2Hf+z/Bw3zRuE8diyVa9bgu+Q2m163cvUacHTE65pr2PrVUhJGJOBWsA+AfS2RwHFZ3GYj0jPZA9nZ2aSmpjJjRsdpDKZOncqRI0dsft340T6UVDdQcKbOeGDC1cb3Yxttfq1OHV0PvmEQYOxV3JpIeeoYudGJwa31ZpLWWe9k2BUQGAXb/mJkNLCF5kb4+mUYlQAjO85juc8Sz1TpmRSD3DBnB6KDPY3pWmMuh5wdzAmeRYtuYWfRTrxvuIG6vXtpzM622TV1YyNVa9bgccUVFDudJasyi9mjZsPJrTBiMntKjG2Lp8jiG5sYVD2TXfUgnsseeSZramq46aabePHFF/Hy8uqwjLbTCuuplpvdvtwzhPi6QdAU8BplNPDi77LLNc/TWAtZX523SGBfbgUhvsMY7imJlMXgNjHYC2dHE/tyK7hmSnD7AiYTzP0FfHQvHFrZ4S41PZb+bziTC9e90OHCGzB25vF0dSQiwKPD54UYTOJCffgktZCWGXMx7XubKU0t+Lr4sil3E1fd+Bilr75K+TvvEvSbX9vkelUbNtBcWorvbbeyMtfYSnFu0AzIfQym/4DUvAqigz0Z5mzdKKbomvRMWqGpqYmbbrqJO++8kxtvvLHTcqmpqURHR9v8+lFBngxzcmBfjmXFqVJG7+SJzdDcYPPrtXNyC5gb2npEtdbszaloa+QKMZg5O5qIGeXNnpwOVnS3mvhdo3fyq2eNfbQvRnMjbHne6JUc951Oi+3JLmfqaF9Z4CaGhPhQX2oamjnpOQ0Ah5NbuGrMVaTkp2D288L7uus485//2GQhjtaa8n++hfPYsbjPmcOG7A1E+kYyprIIzA2Yw+eSnlcpU0hsSBqT3dBac9999xEdHc3Pf/7zTsu8/PLLFBUVsXBh++3QLpajg4mYEG/25Z5zs5twDTTWGD2G9nZkLTh7GsMTQGFlPcVVDTL8JoaMaWG+HCiopL6pk4aiyQHm/hJKj8DBlRd3sbQVUJkLSU922it55mwjx0pqmB4mH9jE0BBnuV/sLXWAEVMgK4UFYxZQ11zHtoJt+C29B11XR8WHH170tc7u3k39oUP43X03xXUlpJemsyBsgZHmy+RIlnssNQ3NxIdK/bIVaUx2Y/v27bzzzjts2rSJuLg44uLi+OwzY0eMxx9/vC010O7du9m8eTPOzs52iWPaGF8OFVZ9e7OLSAJXb2P3DHtqboDDayD6eiNpOrT1kE4b42ffawvRR6aP8aPJrI1ceJ2Z+F0IjL643snmRtja2it5VafFWj84Sh0TQ0W4vzvew5xIzauAiLmQt4vpfpPwdfFlY/ZGXKOicJs1k4p33kVfZFaU8rfexsHHB+/kRXye8zkAC8YsMDpfQqazr8g4v2RKsB1pTHZj9uzZaK3JyMggLS2NtLQ0rr32Wt566y1OnjxJeno6x44d45133iEkxH57VE8d7Utzyzk3O0dniF4Eh9dCU53drsuJTUYKk3Pmie3LrcDVyURU8MDY/1yIizVtjNFDsSenvPNCJhMkPQGnM2HX67270La/QGUezPtVp72SAHuyK3A0KRmGsxOlVKhSarNS6rBS6qBS6qcdlFFKqZeVUseVUhlKqY5XSgmrmCx/z6m5Z4zOEHMjjgV7uHL0laTkp1DfXI//0qU0l5RQtaH3eZQbTp6kZvNmfO+4HZOrKxuzNzLBdwJhzt5QlAbhc0nNPYP3MCfCZcMNm5HG5CDR+gnqvKHuyTdBYzUc+9x+F97/EQzzNSq/xb7cM8SE+ODkIH8+YmjwdXdmbKA7e7O7mDcJMDHZSI/15e+h9GjPLlKYBluehSm3dNkrCbAnp4JJI71kcYD9NAOPaq2jgZnAj5VSEy8ocw0w3vJ1P/D3vg1x6IkL9eFocTU1QdPB5ARZX7EgzBjq3l6wHfc5c3COiKBs2T/Q5t71/pe9+SbK0RHf22/nVO0p0krTjF7J7G2gWyAiibS8M8SF+gz6rZoHEmkNDBL+Hi6E+bt9uwgHIGwOuAfCgY/tc9HGWsj8zLiBOjgBRrLyQ4WVsvhGDDkJY/zYm1tBS0sXWRmUghteBqdh8MmDYG627uRN9bDyQXALgGue7bJoY3ML6XlnSAiTIW570VoXaa33WX6uBg4Doy4olgz8Sxt2Aj5KqQ6W+wtrxY/2oUVDRkkzhEyHrBQSgxLxcfFhQ84GlMlE4P/7CQ1Hj1Lx/vs9Pn9dRgaVH/8H3zvuwDEwkC9yvgCwzJf8CpzcqQmMJbO4Woa4bUwak4PI1NG+7Ms9820KIgdHYx7X0fXQUG37Cx7dAE1nzxviPlBQSZNZy+IbMeRMC/PlzNkmTpTWdF3Qc4SR0qdgrzH/0RqbnobSw5D8Stt2pJ05UFhJQ3MLCWPkA1tfUEqFAfHArgueGgXknfPvfNo3OEUPtE7bMIa650JROo71VVw1+ipS8oyhbs+rr8b9slmUvvgSzadPW31ubTZz6vd/wDEggICfPAzAxpyNjPcdT7h3uLH4ZsxlZBSeRWtkComNDao8k5e6+DG+/Ce1gLzyOkb7uxkPTrkZdi+DzHUQc6ttL3jgY/AIalvFDbA3pzVZudzoxNCS0DZvsoLxI7qZDzz5RqPXPuWPRq/97Ec6ngOptdGQ3PEKTPs+jJ/fbRytQ+3TZCW33SmlPICPgZ9prS/cXq2jMdB23dZKqfsxhsEZMWIEKSkpFx1XTU2NTc5jK7aMJ8hN8UXqcWaN9WYqmgOfvkawRzB1zXX8df1fme4xHYcFC/Df9Q0Zjz1O1dJ7rIpn2JYteB08SOV991KwZw8lTSWklqRyvc/1fL3hYy4rO8Zxnzn85ytjB5yanIOkFB2yyWsayr8va0ljchCZes68ybbGZEgieIUYcxtt2ZisrzTmYibca6RFsdiXW8FoPzcCPFxsdy0hBoDwAHf83Z3Zk13B7Ymjuz8g+W/G9y9/D9WnYOH/GIt0WpmbYc1PIe1dmHoPXPtnq+LYk1POaD832RDAzpRSThgNyRVa647SYuQDoef8OwQovLCQ1voN4A2AhIQEnZSUdNGxpaSkYIvz2Iot47m8JJ2UzBLir7sPDv2Ryc6FTFz4BKtXrma/w34eT3ocgJKCQsqWLSPyoYdwn5HYZTxNJSVk/fIJXGfMIOqxx1BK8efdf8axyJFHFzxKwGEjA8u4+fdRvr6OiMBarl9gm9fTUTz9rT/ikWHuQSRyhCfuzg7nrzg1mYzeyeNfQGVB5wf3VMaHRqLyKbe0PWQkKz/TtvJViKFEKcW0Mb7s7WpF97kcnWHxGzDrYfjmdXg5DtY9wfDiLfDpY/BSrNGQnPsE3PCSMS2lG60bAsgQt30pY+XFm8BhrfULnRRbDdxtWdU9E6jUWhf1WZBDVGK4L2W1jZwobzQWoh3dgEnDrZG3klqSytEKY2FbwEMP4jRmNPk/+Ql1Bw92er7m8nJy770X3dhI0G9+jVKK+uZ6PjnxCVeOvpKAYQHGyJ33aFoCJ7Inu5xEmY9sc9KY7EZ9fT2JiYnExsYyadIkfve73wGQlJREZGQkMTExREVF8fDDD3PmTCd7+9qIo4OJaWF+fHPygptdwveNVWp7ltvmQlrDN8tgZDyM+jYbRtbpWk7XNJAYLhVRDE0JYb5kl52ltNrKnaVMJrj6v+GmN40dcvb+k4mHnzcSkwfHwm3vwrzOk5NfKKfsLKdrGmXxjf1dDnwPuFIplWb5ulYp9aBS6kFLmc+ALOA4sAz4UT/FOqRMt/xt784uNzbfqC2BwlSSxybjbHLmw0wjabnJzY0xy5fj4OFB7r33UX/4cLtzNVdUkLv0+zTlFxD697/jMm4cAJ/nfE5lQyW3Rt5qpM47sRkiF5JZUkNVfXNbDMJ2pDHZDRcXFzZt2kR6ejppaWmsX7+enTt3ArBixQoyMjLIyMjAxcWF5ORku8czI9yPo8U1lNeek9TVNwwir4G9b9lme8WTXxm59BIfOO8muCurvC0GIYai1pvMrpNlPTtwys1w54fwiyz2Tn0OfpEFt/8bom/o0Wl2ZhnXTQyXnkl70lpv01orrXWM1jrO8vWZ1vo1rfVrljJaa/1jrfVYrfUUrfWe/o57KAgPcCfAw5ndJ8uNOcTKATI/w8fVh6vDrmZt1lrONp0FwGnUKEa//RYmNzdyln6fkudfoP7IEUzl5ZS9uZzsJUtozMkh9G+v4j5zRts1Psj8gDCvMBKDEo1V3M11EHmN0YAF6RCxg8E1Z3LdE3Bqf7fFhpmbrRpSAiBoClzzP50+rZTCw8MDMPbobmpqapebytnZmWeffZZx48aRnp5ObGysddfuhZkRRiX45mQZCyefk6Ui8YfGgoCDn0DsbRd3kW+WgZs/TFp83sO7TpYR6OkiiV7FkDVllDceLo7sOFHG9TEje34CZ3eqvSYYqYN6YUeWUcfGBnr06nghBjqlFNPD/Pgmuxzc4mD0TGMY+qrfcGvkrazJWsOnJz/llgnGFCvn0FDGvP0Wp55+hrLlyylbtoxAoARwnTyZ4Keewn3WrLbzZ5Znkl6azuMJjxv36szPLNsBz+abXQcI8nIlxLd39VN0TnomrWA2m4mLi2P48OHMnz+fGTNmtCvj4OBAbGwsR44csWssU0b54OpkYmfWBUPd4UngP96Yu3UxzuQalW/qPeD07QIArTW7sspJDPeTRK9iyHJ0MJEY7seOrB72TNqA1podJ8qYFeEvdUwMadPD/MivqKOo0ugxpOQgVOQQGxjLBN8J/PvwvzGfs2Wp8+jRjF72BuO3biHoqaeoXryYsRvWE/7R/53XkARYcXgFLg4uJI9LhpYWI8XduKvQDk7szi5nutzD7GJw9Ux20YN4rrrqajw9bbfVn4ODA2lpaZw5c4bFixdz4MCBDsu15X+0I2dHE1NH+7LrwnmTJhMk3g/rHof8vRAyrXcX2P2m8X36fec9nFt+llNV9cyU4QExxM2K8GfTkRKKq+oZ4dV3K6pPlNZSUt3ArLH+fXZNIfpD6zDzNyfLSZ5wDWz8NRxdj5rxAD+Y8gN+seUXrM1aazQIz+Ho54fvkts4GzQC5zFj2p33eMVxVp1YxR1Rd+Dt4m3kgq05BZHXkFdeR3FVA4mScssupGeyB3x8fEhKSmL9+vXtnjObzezfv5/o6Gi7xzEj3J8jp6qoPNt0/hOxS4zufGsTKV+otgz2/hOirgPv8/cZb228zoiQG50Y2lobcztO9G3vZGtv6CypY2KIiw72wsPF0ZjDGDDOGFXLXAfAwrCFTPafzF9T/0pdc12PzvvC3hdwd3TngZgHjAcy14MywfgFxrA6MF06ROxCGpPdKC0tbVulXVdXxxdffEFUVNR5ZZqamnjyyScJDQ0lJibG7jHNiPBDa9omE7dx9YLZP4PMT41Jxz2V8kdoqIF5/9XuqV1Z5fi5OzN+uMzlEkNbdLAXXq6Ofd6Y3HmijGBvV8a05pAVYohyMCmmjvH9NjNJ5EJj7+z6SpRSPJrwKMVni3n30LtWn3NX0S62FmzlhzE/xMfVsrtN5joInQlufuw+WY73MCcmDLfdqKX4ljQmu1FUVMS8efOIiYlh+vTpzJ8/n+uvvx6AO++8k5iYGCZPnkxtbS2rVq3qk5jiQn1wdjR1vOJ01sPgMxrWPwnnzDnpVvEhI7VQwr0wvH3v6q6TZSSGyVwTMfQ5mBQzI/z7dN5kS4tmZ1YZs8bKfElxaUgM8+VocQ0VtY0QvQhamuDQagASghKYFzqPNw+8SVld9/WwRbfw/J7nGek+kjui7zAeLDkCxfvbMirszi4nYYwvJpPUL3sYXHMm+0FMTAypqantHu/PrZNcnRyIC/VpP28SjEUz85+G/7sH9r1tNA67ozVs+BW4eMG8X7V7uuBMHfkVddw3O9wG0Qsx8M0a68/GQ8XkV5wlxNf+PYVHS6opq22UIW5xyWhNw7Unp4L50dPBbyykvwdTvwfAI9MeYfGqxTz19VP8Zd5fcDR13lx5PeN1Dpcf5k9z/oSLg2V3tvR/g8kRptxCaXUDWadruXV6aKfnEBdHeiYHqZnhfhwoqKS6vqn9kxOTjf20Nz1jzIPszpG1kLUZkp4Et/bzSXZZemhmhMuNTlwa+nreZOt1ZPGNuFTEWkbYdmaVGfmM426HnO1QkQ1AuHc4TyQ+QUp+Cs/sfKbTBa4fH/2Yv6X9jUVjF3Fd+HXGgy1mYxe3cfPBI7BtFE/yS9qPNCYHqZkR/rTobxOJn0cpY5/ghhpYcTM0VHd+ovy98J8HYMSUdiu4W319ogzvYU5EBclcE3FpmDDcEz935z4b6t5xooxQv2F90gsqxEDg6uRAYpgf246dNh6IWQIoSH+/rcySqCX8cMoP+fjYx7ya9mq7BuWm3E38YecfuHzU5Tx12VPfThHJ2gzVRUYDFdh27DSero7EjPLui5d2SZLG5CA1LcyXYU4ObDlW2nGB4Bi45S0oSof3boem+vZlig/BipvAIxDu/D9wcGpXRGvNV0dLmTM+QOaaiEuGyaSYFeHP9uOn7Z7yq9ncws6sMi6LCLDrdYQYaOaMDyCzuJriqnrwCYXwOcZQ9zl17ifxP2HxuMW8nvE616+8njcy3mBb9Tbu+uwufrr5p0T7RfPC3BdwMp1z/0p7D1x9YMJCtNZsOVrK5WMDcHSQJo+9yDs7SLk4OnDZWH9SMks7v9lFXQvf/Ttkb4V3bzRWtpmbcGqsMna5eee74OACd68Cr+AOT3GoqIrS6gbmTgi046sRYuCZGxlIcVUDh4qq7HqdvTkVVNU3kxQpdUxcWuaMN/7mt7b2TsbeYQxz5+5oK6OU4rezfsszlz/DcLfh/DX1r3xQ/gE1jTU8Ou1Rli1YhpvTOT369ZXG1K0pN4OjCydKaymsrGfOBPmwZk+yAGcQS4oM5MsjJWSXne18i8PY28DcAF88Be8tAVcfZjVUgzYbQ9s3LTP29u7EV0eNnk9pTA48SilXYAvgglGXP9Ja/65/oxo65kUOB2DzkRImjbTf8NimzBKcHBSzx8vNTlxaooI8CfBwYeuxUm6eFmKsvP70UUj7N4y5rK2co8mR5HHJJI9LJr86n5QdKdw5/86OMx8c/ASa642GKbDVMnp3xXi5h9mT3XsmlVIOSqlUpdRae1/rUjN3gnGzS8ks6brg1Lvh0Uy4/QOIvIb8kEXw4HZ4aFuHaYDOlZJZysRgL4b34U4gwmoNwJVa61ggDliolJrZzzENGYGeLsSGePPlkW7q10XadLiExHA/PF3bTzMRYigzmRRzxgew7dhpWlo0uHjA5Bth/0dQXdzhMSGeIYQ4h3TckGxpgZ1/h8BoGDUVMHo9w/zdCPWT+cj21BfD3D8FDvfBdezKbDYTHx/flmMyKSmJyMhIYmJiiIqK4uGHH25Lbt5XRvu7ERHg3tZ72CUHJyMx7OLXyBq7FIImd3tIVX0T+3IqZPhtgNKGGss/nSxf9t/T8xIyL2o4aXlnKKtpsMv588rPcqykpq0XVIhLzZzxAZTVNn47nWT2I2BuhO0v9fxkhz6B0sNwxWOgFA3NZnacKGsbThf2Y9dhbqVUCHAd8N/Az+15LXt76aWXiI6Opqrq2/lTK1asICEhgcbGRp588kmSk5P56qte7DxzEa6YEMh73+RS32TG1cnBpuf++vhpmlu0DHEPYEopB2AvMA54VWu964Ln7wfuBxgxYoRN8qPW1NT0a57VC9kzHp9aM1rDa6u2cPko63oOexLPFzlGai+PqmxSUnJ7G6ZNY+oLAy0e0X9ap3dsPXaayaO8wX8sxNwGe96Ey38KniOsO1FLC3z1vxAYBZMWA7Av5wx1TWaukHuY3dl7zuSLwC+ATnPKdHez8/b2prraSG3zYvqLHKs81u1FtdZW7yIx3ns8P4v9WZdlCgoKWL16NY899hivvPIK1dXVmM1mamtr22L7zW9+Q1xcHF9//TVTpkw573iz2Ux9fb1d/vP0a2imobmFZZ9sZkqgdb9Oa/8jf+9AA8McoTo7g5Rc+63kHmg3loEWT1e01mYgTinlA6xUSk3WWh845/k3gDcAEhISdFJS0kVfMyUlBVucx1bsGU9Li+bVA19SqPxISppq83j+ufwbwgPOsuQ668r31qX0OxODy3BPV6KDvdh6rJSHksYaD17xGGR8YPROLvyjdSc6tBJKj8DNy8FkdKxsPVaKo0kxM0LyS9qb3RqTSqnrgRKt9V6lVFJn5bq72R0+fBhPT6Mt6uzsjIND971vZrPZqnKt52w9f2d+/etf8/zzz1NdXY2joyOenp44ODjg7u5+3rFxcXHk5eVx2WWXnXd8dXU1rq6uxMfHWxVTT8xsMvNq+kbKXYNJSppk1THW/EeutebJHZuYGxnAd66cZoNILy6evjTQ4rGG1vqMUioFWAgc6Ka4sJLJpJgXGci6A6doMrfgZMPUImcbm9mRVcZdM8bY7JxCDEZXjA/gn9uzOdvYjJuzo9E7GbvE+t7JFjN89azRKznxu20PbzlWytTRvjIfuQ/Ys2fycmCRUupawBXwUkq9q7W+q7cn/GXiL60qV11d3W0D0Vpr165l+PDhTJs2rdveKnvno+uIq5MDMyKMFEG/vd76HtnuZBZXU1RZz/+7SoYHBiqlVCDQZGlIDgO+A/xvP4c15FwZNZwP9+SzN6eCmTbc7vDr42U0NrdwZZTMlxSXtrmRgby+JYuvMku5ZoolTd2cR40E5useh1veNjbj6MzOv7XrlSw4U8eBgioevzqyD16BsNsCHK31k1rrEK11GLAE2HQxDcn+sn37dlavXk1YWBhLlixh06ZN3HVX+5dhNpvZv38/0dFdr462h6snjeDk6Vqb5sP7NKMIk4KrouVGN4AFA5uVUhnAbuBzrbVkTbCx2eMDcXYwsfFgx6tLe2vjoVO4OzvIFm/ikpcY5keAhzNr9xd9+6D/WLjqt3BoFWz9c+cHH/8CPv8tRC+CiYvbHl5nOde1UzrOoSxsS5KWd+NPf/oT+fn5ZGdn8/7773PllVfy7rvvnlemqamJJ598ktDQUGJiYvo8xmsmB+NoUqxJL+q+sBW01qxJL2TWWH+Ge0pKoIFKa52htY7XWsdorSdrrf/Q3zENRR4ujiRFBrImo5Bmc4tNzlnfZGbd/lNcPTkIZ0f5b7ivKaWWK6VKlFIdTglRSiUppSqVUmmWr9/2dYyXEkcHE1dPCmLT4RLqGs3fPnH5T2HKrbDpGTjyWfsDy07AR/fC8InGBh2mb+vSp/uLmDTSq/MczMKm+uR/Ma11itb6+r64Vl+68847iYmJYfLkydTW1rJq1ap+icPP3ZnZ4wNYk15ok6H2/QWVZJedZVHsSBtEJ8Tgd+PUUZRWN7D9hG326v7ycAnVDc3cGB9ik/OJHnsLY35xV7ZqreMsX/JBzc6uiwmmrsnM5nPzJisFi16GkfHw8Q/gy6ehMh+H5lrY9Qb8KxmUAyxZYeSotMivOEtq7hmui5Feyb4iO+D0QFJSUtvCjIG22ndR7Eh+/mE6+3IrmDbm4obNVqcV4uSgWDhJKqIQYOSb9HJ1ZOW+fJukylqZWsAILxdmjbXdHExhPa31FqVUWH/HIb41I9yfAA9nPs0oOn9o2mkYLHkP1v4Mtj4P217gMuUELQ0wcirc/M92u7it238KgOtkiLvPSGNyiJg/cQQujibWpBddVGOypUWzNqOIuRMC8XaTFXBCALg4OnBdzEg+SS2gtqEZd5fe/9dZXttISmYJ984Ox8Fkv5Rb4qLNUkqlA4XAY1rrgx0VklyuthPj28Lnh4rY8MVmXBwvqBsjH8LV90aCizai685QFrqQaq/xcKIWTpwf23s76hjjZeLk/t2ctHvUl+7v61zSmBwiPF2duDJqOGszivj1ddE49jKFye7sck5V1fPktVE2jlCIwe3GqaN475tcNhw8xY1Tez88/WlGIc0tmsXxo2wYnbCxfcAYrXWNJSPJJ8D4jgpKLlfbcYaRhEwAAA4RSURBVAktY9OynTQPj+LqToeob+synrzys2St38wvF0aR1Jq30s4u1d/XuWTm9xCyKHYkp2sa2HWyvNfnWJNRyDAnB+ZPtHLXASEuEdNG+xLiO4yVqQUXdZ6VqQVEBXkSHexlo8iErWmtq1q3KtVafwY4KaUC+jmsIS8x3I8ADxfWZhT2+hzrDhgLUWWIu29JY3IImRc1HE8XRz7Ynder42sbmlmTXsR3Jo4wEscKIdqYTIrF8aPYfvw0RZV1vTrHydO17Ms9I72SA5xSKkhZkvYqpRIx7pW2WX0lOuVgUiyKHckXh4s5VVnf4+PNLZp/78olfrQPo/3d7BCh6Iw0JocQVycHliSGsjajkLzysz0+/v3deVTWNbH0sjDbByfEEHDLtFCUUvxja+9mYr3+1QmcHU0sniqNyf6klHoP2AFEKqXylVL3KaUeVEo9aClyM3DAMmfyZWCJ7o9dKS5BSy8Lw9yieevr7B4f+/mhYrLLzvKD2RG2D0x0SRqTQ8x9syNwMCmWbc3q0XGNzS28uTWLxHA/po3xtVN0Qgxuo/3dSI4byYpdOZyuaejRsQVn6vh4Xz63Tw+V/K39TGt9u9Y6WGvtZNlc402t9Wta69csz7+itZ6ktY7VWs/UWn/d3zFfKkb7u3HN5GBW7MqhpqG5R8f+Y2sWIb7DuHqSTNPqa9KYtEJYWBhTpkwhLi6OhIQEAJYuXUp4eDixsbFMmDCBu+++m4KCi5tLZQtB3q7cGB/CB7vzenSzW51eSGFlPQ/10YRlIQarH88bR0NzS497J19LOQHAA3OljgnRlR/MCae6vpkPezBla19uBXtyKrhvdnivF6CK3pN33EqbN28mLS2NPXv2tD323HPPkZ6eTmZmJvHx8cybN4/GxsZ+jNJw/9wIGs0tvLU926ryLS2a1746QVSQJ0k2yKEnxFA2NtCD62NG8q8d2VTUWlffT1XW88HuPG6eFspIn2H2DVCIQS5+tC/Tw3x5c9tJq3ed+sfWLLxcHbk1IdTO0YmODKpVFqf++EcaDh/ptlyz2Uy5g4NV53SJjiLoV7+6qLiUUjzyyCOsXLmSdevWkZycfFHnu1hjAz24emIQ/9qRzf1zI/By7Tpf5OeHizleUsNLS+KwzDkXQnTh4XnjWJNeyPLtJ3l0QWS35V/fcgKz1vxIev6FsMoP50Rw/zt7WZNRyOJudorKKq1h/YFTPDB37EXlgBW9Jz2TVlBKsWDBAqZNm8Ybb7zRabmpU6dy5Ej3jd2+8ON546hpaOa/Vh7ocovFspoGfrvqABEB7pJKQQgrRQZ5cu2UIN7YksXBwsouy+7NqeDdnTncGD+KUD9ZYSqENb4TPYJJI734w5pDXWZPaGxu4ZEP0vBwceT7sni03wyqJry1PYjV1dV4enra7Lrbt29n5MiRlJSUMH/+fKKiOk7oPZAW+00J8ebRBZE8tyGTxHA/vjdzTLsy5hbNzz5Io+JsE8uXTpd5JkL0wO8XTWZfzjYeeGcvax6eja+7c7syJVX1PPTuXkb6DOPX103shyiFGJxMJsXLt8dzw1+38bP30/j3D2d2uGPUnzdmkp5fyWt3TWW4lyxs6y/SerDCyJEjARg+fDiLFy/mm2++6bBcamoq0dHRfRlalx6aO5Z5kYE8veYQ+/Pb9568suk4W4+d5g+LJjFppHc/RCjE4BXo6cJr35tGSVUD/+/9VMwt53+YbGxu4aEV+6hpaOaN7yXI9qRC9NDYQA+eTp7MrpPlvLLpeLvnUzJLeGNLFnfNHM3CyTKy1p+kMdmN2tpaqqur237euHEjkydPPq+M1pqXX36ZoqIiFi5c2B9hdshkUrxwaxyBni7cvXwXf/n8KKdrGsiuNPOz91N58cuj3Dh1FLdNlwnLQvRGXKgPz3x3MluPneb2ZTvZcPAUjWbN2oxCbn19B3tzKnju5lgig2w3UiLEpeSmaSHcGD+KF788yk/eS+VAQSVldS08s/YQP1qxj6ggT+n1HwAG1TB3fyguLmbx4sUANDc3c8cdd7Bw4ULef/99Hn/8cZ5++mnOnj3LzJkz2bx5M87O7Ye6+pOvuzNvfX86/7PuCC99eYxXNx+nuUXj4VLCvZeH89iCSFl0I8RFuHV6KPXNZl5LOcED7+zFQYFZpzLaz41nb4rhuk73GBZCWOOZxZMJ9HRhxa5c1qQXYlKgVDY3xATz+MIoXJ2sW3Ar7Ecak92IiIggPT293eNvvfVW3wfTS+NHePLm0umcKK3hw915VJXk86slSXh2s8pbCGGdu2eFcUfiaL44XMIHX6XzvavimDtheIdzvIQQPePm7MiT10bz4yvH8f43uWQcOcETt8wmxFcWtA0U0pi8hIwN9ODJa6NJSSmWhqQQNuboYGLh5CBcTx8hKUp24BDC1rxcnbj/irGktORJQ3KAkTmTQgghhBCi1wZFY3IgpdzpjcEevxBCCCFEZwZ8Y9LV1ZWysrJB2yDTWlNZWYmrq+S/EkIIIcTQM+DnTIaEhJCfn09paanVx9TX1w+oxlttbS2xsbH9HYYQQgghhM0N+Makk5MT4eHhPTomJSWF+Ph4O0XUcykpKTg5yYIXIYQQQgw9A36YWwghhBBCDFzSmBRCCCGEEL0mjUkhhBBCCNFraiCtklZKlQI5NjhVAHDaBuexFYmna0M1njFa60AbnMcmpH71mYEWDwy8mKSOdW2o/r5sReLpWp/XrwHVmLQVpdQerXVCf8fRSuLpmsQzuAy090fi6d5Ai2mgxTPQDLT3R+LpmsQjw9xCCCGEEOIiSGNSCCGEEEL02lBtTL7R3wFcQOLpmsQzuAy090fi6d5Ai2mgxTPQDLT3R+Lp2iUfz5CcMymEEEIIIfrGUO2ZFEIIIYQQfUAak0IIIYQQoteGRGNSKXWLUuqgUqpFKdXpcnil1EKlVKZS6rhS6gk7xuOnlPpcKXXM8t23k3JmpVSa5Wu1HeLo8vUqpVyUUh9Ynt+llAqzdQw9jGepUqr0nPfkB3aMZblSqkQpdaCT55VS6mVLrBlKqan2imWgk/rVaRxSv7qOR+qYlaSOdRqH1LGu4xk4dUxrPei/gGggEkgBEjop4wCcACIAZyAdmGineJ4FnrD8/ATwv52Uq7Hje9Lt6wV+BLxm+XkJ8EE/x7MUeKWP/mauAKYCBzp5/lpgHaCAmcCuvohrIH5J/erd672U65flelLHrH+vpI714vVKHRs4dWxI9ExqrQ9rrTO7KZYIHNdaZ2mtG4H3gWQ7hZQMvG35+W3gu3a6Tleseb3nxvkRcJVSSvVjPH1Ga70FKO+iSDLwL23YCfgopYL7JrqBRepXh6R+dUPqmPWkjnVI6lg3BlIdGxKNSSuNAvLO+Xe+5TF7GKG1LgKwfB/eSTlXpdQepdROpZStK6s1r7etjNa6GagE/G0cR0/iAbjJ0h3/kVIq1E6xWKMv/16GAqlfUr96SupYz0gdkzrWU332N+Noj5Pag1LqCyCog6f+S2u9yppTdPBYr/MidRVPD04zWmtdqJSKADYppfZrrU/0NqYLWPN6bfqedMOaa60B3tNaNyilHsT4xHmlneLpTl++N/1O6lePSf26eFLHDFLHOiZ17OL12fszaBqTWuvvXOQp8oFzPyWEAIX2iEcpVayUCtZaF1m6lEs6OUeh5XuWUioFiMeYk2EL1rze1jL5SilHwJuuu8ztGo/Wuuycfy4D/tdOsVjDpn8vA53Urx6T+nXxpI71jNQxqWM91Wd17FIa5t4NjFdKhSulnDEm69p89ZnFauAey8/3AO0+dSqlfJVSLpafA4DLgUM2jMGa13tunDcDm7Rl1q4ddBvPBXM5FgGH7RSLNVYDd1tWw80EKluHfUSHpH5J/eopqWM9I3VM6lhP9V0ds9fKnr78AhZjtMAbgGJgg+XxkcBn55S7FjiK8cnpv+wYjz/wJXDM8t3P8ngC8A/Lz5cB+zFWhO0H7rNDHO1eL/AHYJHlZ1fg/4DjwDdAhJ1/T93F8yfgoOU92QxE2TGW94AioMnyt3Mf8CDwoOV5BbxqiXU/naywvBS+pH71+u/5kq1flutJHbP+vZI61nEcUse6jmfA1DHZTlEIIYQQQvTapTTMLYQQQgghbEwak0IIIYQQotekMSmEEEIIIXpNGpNCCCGEEKLXpDEphBBCCCF6TRqTlxil1Hql1CilVIpSKtOy7dMRpdQrSimf/o5PiMFM6pcQ9iV1bGCSxuQlRCk1DCNfWIHloTu11jFADEZ+M2u29BJCdEDqlxD2JXVs4Bo02ykK6ymlngZOa61fsvz7vzES4R4DUi4sr7VuVEr9AjiulIrVWqf3ZbxCDCZSv4SwL6ljg4/0TA5Nb2LZYkopZcLY9mkFcA2wvqMDtNZmjKz9UX0UoxCDldQvIexL6tggI43JIUhrnQ2UKaXigQVAqjY2oL8c2NbFoaoPwhNiUJP6JYR9SR0bfGSYe+j6B7AUCAKWK6UigDytdWNHhZVSDsAU+n9jeiEGA6lfQtiX1LFBRHomh66VwEJgOrCBLoYHlFJOGBvU52mtM/osQiEGL6lfQtiX1LFBRHomhyjLhOTNwBmttVkptRD4yQXFViilGgAX4Asgua/jFGIwkvolhH1JHRtcpDE5RFkmLc8EblFKuQDBlnkoAGitk/opNCEGPalfQtiX1LHBRYa5hyCl1ETgOPCl1vqY1rpBa53Q33EJMRRI/RLCvqSODT5Ka93fMQghhBBCiEFKeiaFEEIIIUSvSWNSCCGEEEL0mjQmhRBCCCFEr0ljUgghhBBC9Jo0JoUQQgghRK/9fwWpTG22X6ebAAAAAElFTkSuQmCC\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "figh,axh = plt.subplots(ncols=len(conditions.keys()), sharex=True, figsize=(11,4))\n", + "figv,axv = plt.subplots(ncols=len(conditions.keys()), sharey=True, figsize=(11,4))\n", + "\n", + "# create dictionary of lists of wake planes for all conditions\n", + "wake = {}\n", + "for icol,(key,properties) in enumerate(conditions.items()):\n", + " print('Calculating',key)\n", + " print(' with properties',properties)\n", + " f.update_flow(**properties)\n", + " # check power/thrust\n", + " print('power [kW], thrust [kN] :',*f.get_power_thrust())\n", + " print('Cp, Ct :',*f.get_Cp_Ct())\n", + " # process all downstream locations\n", + " for i,downD in enumerate(downstream_distances):\n", + " y,z,u = f.get_downstream_plane(downD)\n", + " # save data\n", + " if i==0:\n", + " wake[key] = [u]\n", + " else:\n", + " wake[key].append(u)\n", + " # get profiles and plot\n", + " j0 = np.argmin(np.abs(y[:,0]))\n", + " khub = np.argmin(np.abs(z[0,:] - zhub))\n", + " print('plotting at x={:g}D, y={:g} and z={:g}'.format(downD, y[j0,0],z[0,khub]))\n", + " axh[icol].plot(y[:,khub]/D, u[:,khub], label='{:d}D'.format(downD))\n", + " axv[icol].plot(u[j0,:], (z[j0,:]-zhub)/D, label='{:d}D'.format(downD))\n", + " axh[icol].grid(True)\n", + " axv[icol].grid(True)\n", + " axh[icol].set_title(key)\n", + " axv[icol].set_title(key)\n", + " axh[icol].set_xlabel('y/D')\n", + " axv[icol].set_xlabel('U [m/s]')\n", + "axh[0].set_ylabel('U [m/s]')\n", + "axh[0].set_xlim((-1.25,1.25))\n", + "axh[0].legend()\n", + "figh.savefig('Gauss_wake_yprofiles.png', bbox_inches='tight')\n", + "axv[0].set_ylabel('z/D')\n", + "axv[0].set_ylim((-1.25,1.25))\n", + "axv[0].legend()\n", + "figv.savefig('Gauss_wake_zprofiles.png', bbox_inches='tight')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## add freestream reference" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "all_distances = [-2.5] + downstream_distances" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "allplanes = {}\n", + "for key,cond in conditions.items():\n", + " Uref = cond['wind_speed'] * (z / zhub)**cond['wind_shear']\n", + " # prepend inflow plane\n", + " allplanes[key] = [Uref] + wake[key]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## create dataset" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "# assuming y and z are identical in all cases\n", + "#x1 = np.array(downstream_distances) * D\n", + "x1 = np.array(all_distances) * D\n", + "y1 = y[:,0]\n", + "z1 = z[0,:]" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Wrote Gauss_neutral.nc\n", + "Wrote Gauss_unstable.nc\n", + "Wrote Gauss_stable.nc\n" + ] + } + ], + "source": [ + "for key in conditions.keys():\n", + " udata = np.stack(allplanes[key],axis=0)\n", + " ncdata = Dataset(\n", + " data_vars={\n", + " 'u':(['x','y','z'], udata)\n", + " },\n", + " coords={\n", + " 'x': x1,\n", + " 'y': y1,\n", + " 'z': z1,\n", + " }\n", + " )\n", + " fpath = 'Gauss_{:s}.nc'.format(key)\n", + " ncdata.to_netcdf(fpath)\n", + " print('Wrote',fpath)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "Dimensions: (x: 5, y: 109, z: 82)\n", + "Coordinates:\n", + " * x (x) float64 -67.5 54.0 81.0 108.0 135.0\n", + " * y (y) float64 -54.0 -53.0 -52.0 -51.0 -50.0 ... 51.0 52.0 53.0 54.0\n", + " * z (z) float64 5.1 6.1 7.1 8.1 9.1 10.1 ... 82.1 83.1 84.1 85.1 86.1\n", + "Data variables:\n", + " u (x, y, z) float64 1.913 2.092 2.257 2.411 ... 7.769 7.815 7.861" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ncdata" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.7.1" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/floris/florishelpers.py b/floris/florishelpers.py new file mode 100644 index 0000000..2c5bc39 --- /dev/null +++ b/floris/florishelpers.py @@ -0,0 +1,91 @@ +import numpy as np +from copy import deepcopy +from floris.simulation import Floris +from floris.utilities import Vec3 + +class MyFlorisInterface(object): + + def __init__(self,inputfile,D=27.0,zhub=32.1,sampling_resolution=1.0): + self.D = D + self.zhub = zhub + self.ds = sampling_resolution + self.flor = Floris(inputfile) + + def update_flow(self,**kwargs): + self.flor.farm.flow_field.reinitialize_flow_field(**kwargs) + self.flor.farm.flow_field.calculate_wake() + + def get_Cp_Ct(self): + turbine = self.flor.farm.turbine_map.turbines[0] + return turbine.Cp, turbine.Ct + + def get_power_thrust(self): + turbine = self.flor.farm.turbine_map.turbines[0] + + # Compute the yaw effective velocity + pW = turbine.pP / 3.0 # Convert from pP to w + yaw_effective_velocity = turbine.average_velocity \ + * np.cos(np.radians(turbine.yaw_angle))**pW + + # Now compute the power + cptmp = turbine.Cp #Note Cp is also now based on yaw effective velocity + power_kW = 0.5 * turbine.air_density * (np.pi * turbine.rotor_radius**2) \ + * cptmp * turbine.generator_efficiency \ + * yaw_effective_velocity**3 \ + / 1000 + + # Rotor aerodynamic thrust + cttmp = turbine.Ct + thrust_kN = 0.5 * turbine.air_density * (np.pi * turbine.rotor_radius**2) \ + * cttmp * yaw_effective_velocity**2 \ + / 1000 + + return power_kW, thrust_kN + + def get_horizontal_profile(self, x_D): + ff = deepcopy(self.flor.farm.flow_field) + bounds = ( + x_D*self.D, x_D*self.D, + -1.5*self.D, 1.5*self.D, + self.zhub, self.zhub + ) + Ny = 1 + (bounds[3] - bounds[2])/self.ds + res = Vec3(1, Ny, 1) + #print(res) + ff.reinitialize_flow_field(bounds_to_set=bounds, with_resolution=res) + ff.calculate_wake() + assert np.min(ff.x) == np.max(ff.x) + assert np.min(ff.z) == np.max(ff.z) + return np.squeeze(ff.y), np.squeeze(ff.u) + + def get_vertical_profile(self, x_D): + ff = deepcopy(self.flor.farm.flow_field) + bounds = ( + x_D*self.D, x_D*self.D, + 0, 0, + self.zhub - self.D, self.zhub + 2*self.D, + ) + Nz = 1 + (bounds[5] - bounds[4])/self.ds + res = Vec3(1, 1, Nz) + #print(res) + ff.reinitialize_flow_field(bounds_to_set=bounds, with_resolution=res) + ff.calculate_wake() + assert np.min(ff.x) == np.max(ff.x) + assert np.min(ff.y) == np.max(ff.y) + return np.squeeze(ff.z), np.squeeze(ff.u) + + def get_downstream_plane(self, x_D): + ff = deepcopy(self.flor.farm.flow_field) + bounds = ( + x_D*self.D, x_D*self.D, + -2*self.D, 2*self.D, + self.zhub-self.D, self.zhub+2*self.D, + ) + Ny = 1 + (bounds[3] - bounds[2])/self.ds + Nz = 1 + (bounds[5] - bounds[4])/self.ds + res = Vec3(1, Ny, Nz) + #print(res) + ff.reinitialize_flow_field(bounds_to_set=bounds, with_resolution=res) + ff.calculate_wake() + assert np.min(ff.x) == np.max(ff.x) + return np.squeeze(ff.y), np.squeeze(ff.z), np.squeeze(ff.u)