{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Wind Turbine Object" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For a given wind turbine type and effective wind speed (WSeff), the `WindTurbine` object provides the power and thrust coefficient (CT), as well as the wind turbine hub height (H) and diameter (D)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Install PyWake if needed**" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Install PyWake if needed\n", "try:\n", " import py_wake\n", "except ModuleNotFoundError:\n", " !pip install git+https://gitlab.windenergy.dtu.dk/TOPFARM/PyWake.git" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Setting up Windturbine objects" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Predefined WindTurbines example**\n", "\n", "PyWake contains a few predefined turbines, e.g. the V80 from Hornsrev1, the 3.35MW from IEA task 37 and the DTU10MW reference turbine." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**First we import basic Python elements**" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import os\n", "import numpy as np\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Now we import the wind turbines available in PyWake**" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from py_wake.wind_turbines import WindTurbine, WindTurbines\n", "from py_wake.examples.data.hornsrev1 import V80\n", "from py_wake.examples.data.iea37 import IEA37_WindTurbines, IEA37Site\n", "from py_wake.examples.data.dtu10mw import DTU10MW\n", "\n", "v80 = V80()\n", "iea37 = IEA37_WindTurbines()\n", "dtu10mw = DTU10MW()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**You can also import wind turbine files from WAsP .wtg files**" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from py_wake.examples.data import wtg_path\n", "\n", "wtg_file = os.path.join(wtg_path, 'NEG-Micon-2750.wtg')\n", "neg2750 = WindTurbine.from_WAsP_wtg(wtg_file)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**In addition, user-defined WindTurbine objects is also supported by PyWake**\n", "\n", "Here it is necessary to specify the thrust coefficient (CT) and power curve of the wind turbine you want to create. The hub height and diameter are also parameters that must be specified." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "from py_wake.wind_turbines.power_ct_functions import PowerCtTabular\n", "\n", "u = [0,3,12,25,30]\n", "ct = [0,8/9,8/9,.3, 0]\n", "power = [0,0,2000,2000,0]\n", "\n", "my_wt = WindTurbine(name='MyWT',\n", " diameter=123,\n", " hub_height=321,\n", " powerCtFunction=PowerCtTabular(u,power,'kW',ct))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "PyWake has a `GenericWindTurbine` class which make a wind turbine where the power is computed by an analytical model based on diameter and nominal power.\n", "\n", "The model takes a lot of optional inputs which default to empirical values, e.g.\n", "\n", "- **air_density**= 1.225 kg/m$^3$\n", "- **max_cp**= .49\n", "- **constant_ct**= .8\n", "- **gear_loss_const**= .01\n", "- **gear_loss_var**= .014\n", "- **generator_loss**= 0.03\n", "- **converter_loss**= .03" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "from py_wake.wind_turbines.generic_wind_turbines import GenericWindTurbine\n", "\n", "#for a diameter of 178.3m and hub height of 119m\n", "gen_wt = GenericWindTurbine('G10MW', 178.3, 119, power_norm=10000, turbulence_intensity=.1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Multi-type Wind Turbines**\n", "\n", "You can collect a list of different turbine types into a single WindTurbines object" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "wts = WindTurbines.from_WindTurbine_lst([v80,iea37,dtu10mw,my_wt,gen_wt,neg2750])" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Name:\t\tV80\t3.35MW\tDTU10MW\tMyWT\tG10MW\tNEG-Micon 2750/92 (2750 kW)\n", "Diameter[m]\t80.0\t130.0\t178.3\t123.0\t178.3\t92.0\n", "Hubheigt[m]\t70.0\t110.0\t119.0\t321.0\t119.0\t70.0\n" ] } ], "source": [ "types = wts.types()\n", "print (\"Name:\\t\\t%s\" % \"\\t\".join(wts.name(types)))\n", "print('Diameter[m]\\t%s' % \"\\t\".join(map(str,wts.diameter(type=types))))\n", "print('Hubheigt[m]\\t%s' % \"\\t\".join(map(str,wts.hub_height(type=types))))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Power curves and CT curves" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**We plot first the power curve of the all turbines previously defined**" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ws = np.arange(3,25)\n", "plt.xlabel('Wind speed [m/s]')\n", "plt.ylabel('Power [kW]')\n", "\n", "for t in types:\n", " plt.plot(ws, wts.power(ws, type=t)*1e-3,'.-', label=wts.name(t))\n", "plt.legend(loc=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Now, we do the same for the CT curve of all turbines**" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.xlabel('Wind speed [m/s]')\n", "plt.ylabel('CT [-]')\n", "\n", "for t in types:\n", " plt.plot(ws, wts.ct(ws, type=t),'.-', label=wts.name(t))\n", "plt.legend(loc=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**You can also plot Multidimensional Power/CT curves**\n", "\n", "Some WAsP wtg files define multiple wind turbine modes. E.g. the `Vestas V112-3.0 MW.wtg` which has 12 modes representing different levels of air density. In this case, the mode defaults to 0." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wtg_file = os.path.join(wtg_path, 'Vestas V112-3.0 MW.wtg')\n", "v112 = WindTurbine.from_WAsP_wtg(wtg_file)\n", "required_inputs, optional_inputs = v112.function_inputs\n", "upct = {}\n", "\n", "#selecting the modes to plot\n", "for m in [0,1,5]:\n", " plt.plot(v112.power(ws, mode=m)/1000, label=f'mode: {m}')\n", "\n", "p0,ct0 = v112.power_ct(ws, mode=0)\n", "p1,ct1 = v112.power_ct(ws, mode=1)\n", "\n", "plt.ylabel('Power [kW]')\n", "plt.xlabel('Wind speed [m/s]')\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Discrete dimensions (e.g. operational mode)**\n", "\n", "WindTurbines can be defined using a `PowerCtFunctionList`. In fact this is the approach used by multi-mode WAsP wind turbines and also when creating multi-type wind turbine (in which case the key is `type`)." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.wind_turbines.power_ct_functions import PowerCtFunctionList\n", "\n", "mode0_power_ct=PowerCtTabular(ws, p0, 'w', ct0)\n", "mode1_power_ct=PowerCtTabular(ws, p1, 'w', ct1)\n", "\n", "multimode_power_ct = PowerCtFunctionList(key='my_mode', \n", " powerCtFunction_lst=[mode0_power_ct, mode1_power_ct], \n", " default_value=None)\n", "\n", "#specifying a diameter of 112m and hub height of 84m\n", "wt = WindTurbine('MultimodeWT', 112, 84, powerCtFunction=multimode_power_ct)\n", "\n", "for m in [0,1]:\n", " plt.plot(wt.power(ws, my_mode=m)/1000, label=f'my_mode: {m}')\n", "plt.ylabel('Power [kW]')\n", "plt.xlabel('Wind speed [m/s]')\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**It is also possible to setup a wind turbine using a multidimensional power and CT tabular array.**\n", "\n", "In this case, the power and CT values will be calculated using multidimensional linear interpolation." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.wind_turbines.power_ct_functions import PowerCtNDTabular\n", "\n", "# setup multidimensional power and ct tabulars\n", "# p0,ct0 ~ rho=0.95\n", "# p1,ct1 ~ rho=1.225\n", "\n", "power_array = np.array([p1,p0]).T\n", "ct_array = np.array([ct1,ct0]).T\n", "density = [0.95,1.225]\n", "\n", "powerCtFunction = PowerCtNDTabular(input_keys=['ws','rho'], \n", " value_lst=[ws,density], \n", " power_arr=power_array, power_unit='w',\n", " ct_arr=ct_array)\n", "\n", "#specifying a diameter of 112m and hub height of 84m\n", "wt = WindTurbine('AirDensityDependentWT', 112, 84, powerCtFunction=powerCtFunction)\n", "\n", "#looping through different values for air density\n", "for r in [0.995, 1.1, 1.225]:\n", " plt.plot(wt.power(ws, rho=r)/1000, label=f'Air density: {r}')\n", "plt.ylabel('Power [kW]')\n", "plt.xlabel('Wind speed [m/s]')\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Alternatively, the data can be passed as an xarray dataset.**\n", "\n", "The dataset must have the data variables, `power` and `ct`, and the coordinate, `ws`." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import xarray as xr\n", "from py_wake.wind_turbines.power_ct_functions import PowerCtXr\n", "\n", "ds = xr.Dataset(\n", " data_vars={'power': (['ws', 'rho'], np.array([p1,p0]).T),\n", " 'ct': (['ws', 'boost'], np.array([ct1, ct0]).T)},\n", " coords={'rho': [0.95,1.225], 'ws': ws})\n", "\n", "curve = PowerCtXr(ds, 'w')\n", "\n", "#specifying a diameter of 112m and hub height of 84m\n", "wt = WindTurbine('AirDensityDependentWT', 112, 84, powerCtFunction=powerCtFunction)\n", "\n", "#looping through different values of air density\n", "for r in [0.995, 1.1, 1.225]:\n", " plt.plot(wt.power(ws, rho=r)/1000, label=f'Air density: {r}')\n", "plt.ylabel('Power [kW]')\n", "plt.xlabel('Wind speed [m/s]')\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Finally, the Power and CT values can be calculated using a function which may take multiple input variables.**" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.wind_turbines.power_ct_functions import PowerCtFunction\n", "\n", "def density_scaled_power_ct(u, run_only, rho=1.225):\n", " # function to calculate power and ct\n", " if run_only==0: # power\n", " rated_power = 3e6\n", " density_scale=rho/.95\n", " return np.minimum(np.interp(u,ws, p0) * density_scale, rated_power) # density scaled power, limited by rated power\n", " elif run_only==1: #ct\n", " return 0*u # dummy ct, not used in this example\n", " \n", "powerCtFunction = PowerCtFunction(\n", " input_keys=['ws','rho'], \n", " power_ct_func=density_scaled_power_ct,\n", " power_unit='w', \n", " optional_inputs=['rho'], # allowed to be optional as a default value is speficifyed in density_scaled_power_ct\n", ")\n", "\n", "#specifying a diameter of 112m and hub height of 84m\n", "wt = WindTurbine('AirDensityDependentWT', 112, 84, powerCtFunction=powerCtFunction)\n", "\n", "#looping through different values for air density\n", "for r in [0.995, 1.1, 1.5]:\n", " plt.plot(wt.power(ws, rho=r)/1000, label=f'Air density: {r}')\n", "plt.ylabel('Power [kW]')\n", "plt.xlabel('Wind speed [m/s]')\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can also use the `GenericTIRhoWindTurbine` class, which extends the `GenericWindTurbine` with multidimensional power/CT curves that depend on turbulence intensity (`TI_eff`) and the air density (`Air_density`)." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'Wind speed [m/s]')" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.wind_turbines.generic_wind_turbines import GenericTIRhoWindTurbine\n", "\n", "#specifying a diameter of 80m and hub height of 70m for different turbulence intensities\n", "wt = GenericTIRhoWindTurbine('2MW', 80, 70, power_norm=2000,\n", " TI_eff_lst=np.linspace(0, .5, 6), default_TI_eff=.1,\n", " Air_density_lst=np.linspace(.9, 1.5, 5), default_Air_density=1.225)\n", "\n", "u = np.arange(3, 28, .1)\n", "ax1 = plt.gca()\n", "ax2 = plt.twinx()\n", "\n", "#looping through different values of turbulence intensity\n", "for ti in [0, .1, .3]:\n", " p, ct = wt.power_ct(u, TI_eff=ti)\n", " ax1.plot(u, p / 1e6, label='TI=%f' % ti)\n", " ax2.plot(u, ct, '--')\n", "ax1.legend(loc='center right')\n", "ax1.set_ylabel('Power [MW]')\n", "ax2.set_ylabel('CT [-]')\n", "\n", "plt.figure()\n", "u = np.arange(3, 28, .1)\n", "ax1 = plt.gca()\n", "ax2 = plt.twinx()\n", "\n", "#looping through different values of air density\n", "for rho in [.9,1.2,1.5]:\n", " p, ct = wt.power_ct(u, Air_density=rho)\n", " ax1.plot(u, p / 1e6, label='Air density=%f' % rho)\n", " ax2.plot(u, ct, '--')\n", "ax1.legend(loc='center right')\n", "ax1.set_ylabel('Power [MW]')\n", "ax2.set_ylabel('CT [-]')\n", "ax1.set_xlabel('Wind speed [m/s]')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Power/CT input arguments\n", "The input arguments for the Power and CT curves can be obtained from:\n", "\n", "- Arguments passed when calling the `WindFarmModel`\n", "- Data present in the `Site`- object\n", "- Values computed in the simulation, i.e. `WS_eff` and `TI_eff`. Note that `WS_eff` is passed as `ws`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**1) Arguments passed to** `WindFarmModel` **call**" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.examples.data.hornsrev1 import Hornsrev1Site\n", "from py_wake.deficit_models.noj import NOJ\n", "\n", "wfm = NOJ(site=Hornsrev1Site(), windTurbines=wt)\n", "\n", "for rho in [0.95,1.225]:\n", " sim_res = wfm([0], [0], wd=0, Air_density=rho) # rho passed to WindFarmModel call\n", " power = sim_res.Power.squeeze() / 1000\n", " plt.plot(power.ws, power, label=f'rho {rho}')\n", "plt.xlabel('Wind speed [m/s]')\n", "plt.ylabel('Power [kW]')\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**2) Data present in** `Site`" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from py_wake.examples.data.hornsrev1 import Hornsrev1Site\n", "from py_wake.deficit_models.noj import NOJ\n", "\n", "site = Hornsrev1Site()\n", "site.ds['Air_density'] = ('wd',np.linspace(.95,1.225,13)) # wd-dependent rho added to site\n", "\n", "wfm = NOJ(site=site, windTurbines=wt)\n", "\n", "for wd in [0,330]:\n", " sim_res = wfm([0], [0], wd=wd)\n", " power = sim_res.Power.squeeze() / 1000\n", " plt.plot(power.ws, power, label=f'wd: {wd}')\n", "plt.xlabel('Wind speed [m/s]')\n", "plt.ylabel('Power [kW]')\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Interpolation method" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`PowerCtTabular` **which is used by most predefined wind turbines takes a** `method` **argument which can be:**\n", "\n", "- `linear`: Linear interpolation (default)\n", "- `pchip`: Piecewise Cubic Hermite Interpolating Polynomial. Smooth interpolation with continous first order derivatives and not overshoots\n", "- `spline`: Smooth interpolation with continous first and second order derivatives. Closer to original piecewise linear curve, but may have overshoots\n", "\n", "When using the N-dimensional `PowerCtNDTabular`, only linear interpolation is supported." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wt_lst = [(m, V80(method=m)) for m in ['linear','pchip','spline']]\n", "\n", "_ws = np.linspace(14.8,20,1000)\n", "\n", "for n, _wt in wt_lst:\n", " plt.plot(_ws, _wt.power(_ws)/1e3, label=n)\n", "plt.ylabel('Power [kW]')\n", "plt.xlabel('Wind speed [m/s]')\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the wind turbines" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Top-view plot**" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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PODs7448//gAAPHz4EMePH8eIESNU6rVv3x46OjoICQkBAFy/fh3p6ekYO3Ys4uLiEBUVBUAxOqanp1eq2IlqIiZhREQlEEKo/Fverly5AiMjI8hkMkyaNAm7d++Gm5tbkfWTkpJgZGQEXV1d9OjRAytXrsS7776r3B4QEICNGzfiyJEjWLp0KY4dO4Zu3bohNze3QFuBgYFYv349ACA4OBjdu3eHtbW1Sh1DQ0O0adNGOeoll8vxzjvvQCaToV27dirl3t7ekMlkb/kTIaqemIQRERUjLS0NBw4cAAAcOHAAaWlp5X5MV1dXhIeH48yZM5g8eTJGjRqF69evF1nf2NgY4eHhOHfuHL744gvMnDlT5bTg4MGD8d5776Fp06bo06cP9uzZg3PnzhWYvwUAw4cPR2hoKO7du4fg4GAEBgYWekwfHx+VZMvHxwcA0KlTJ5VynookKhqTMCKiIly7dg2rVq1CXFwc3N3dERcXh1WrVhU5SV5ddHV1Ub9+fXh6emLJkiVo3rw5fvjhhyLrS6VS1K9fHx4eHpg1axb69++PJUuWFFm/bt26sLKywp07dwpss7S0RM+ePTF27FhkZGSgW7duhbbh6+uLW7du4cmTJ5DL5ejUqROA/0/C7t69i0ePHnFSPlExeO9IIqIixMbGwtnZGT169IChoSHS0tKwd+9ePH/+vELjyMvLQ2ZmptrqP378GHFxcbC3ty90e2BgILp37445c+ZAS0ur0Drt2rWDrq4ufvrpJ2RkZMDT0xMA0Lp1azx//hzr169XnrYkosIxCSMiKoKPjw8kEonyuaGhIQYOHFiuc8PmzZuHbt26wcnJCSkpKdi8eTPkcrlyyYmRI0eiVq1aypGuJUuWoFWrVqhXrx4yMzOxb98+/Pbbb/j5558BKK7sXLRoEfr16wc7OzvcvXsXn3zyCerXrw9/f/9CYwgICMDz589hYmJSZJz6+vpo27YtVq5cifbt2yuTNV1dXZVyHR0ddf54iKoVJmFEREV4NQErTbk6xMbGYuTIkYiOjoapqSmaNWuGgwcPKifaP3z4EFLp/88kSUtLwwcffIDHjx9DX18fjRo1wu+//45BgwYBALS0tHD58mVs2LABiYmJcHBwQNeuXfH5558XOWFeIpHAysqqxFh9fX1x/Phx5XywfJ06dUJISAjngxGVRFQhx44dEz179hT29vYCgNi9e7fK9ry8PDF//nxhZ2cn9PT0RJcuXcStW7dU6sTFxYmhQ4cKY2NjYWpqKgIDA0VKSopKnYiICPHOO+8ImUwmateuLZYuXVqmOJOSkgQAkZSU9Eb9JKK3k56eLq5fvy7S09M1HQoRVTLFfT5U9Pd3lZqYn5aWhubNm2PVqlWFbv/666+xYsUKrF69GmfOnIGhoSH8/f2RkZGhrDNs2DBcu3YNhw4dwp49e3D8+HFMmDBBuT05ORldu3ZFnTp1cOHCBSxbtgwLFy7EmjVryr1/REREVINUSKpXDvDaSFheXp6ws7MTy5YtU5YlJiYKmUwmtmzZIoQQ4vr16wKAOHfunLLO/v37hUQiEU+ePBFCCPHTTz8Jc3NzkZmZqawzZ84c4erqWurYOBJGpFkcCSOionAkrBxERUUhJiYGfn5+yjJTU1N4eXkhNDQUABAaGgozMzO0atVKWcfPzw9SqRRnzpxR1unYsSN0dXWVdfz9/XHz5k0kJCQUeuzMzEwkJyerPIiIiIiKU22SsPx7mNna2qqU29raKrfFxMTAxsZGZbu2tjYsLCxU6hTWxqvHeN2SJUtgamqqfDg6Or59h4iIiKhaqzZJmCbNmzcPSUlJysejR480HRIRERFVctUmCbOzswMAPHv2TKX82bNnym12dnaIjY1V2Z6Tk4P4+HiVOoW18eoxXieTyWBiYqLyICIiIipOtUnCXFxcYGdnhyNHjijLkpOTcebMGXh7ewMAvL29kZiYiAsXLijrHD16FHl5efDy8lLWOX78OLKzs5V1Dh06BFdXV5ibm1dQb4iIiKi6q1JJWGpqKsLDwxEeHg5AMRk/PDwcDx8+hEQiwYwZM/Cf//wHf/31F65cuYKRI0fCwcEBffr0AQA0btwYAQEBGD9+PM6ePYtTp05h6tSpGDx4MBwcHAAAQ4cOha6uLsaOHYtr165h27Zt+OGHHzBz5kwN9ZqIiIiqoyq1Yv758+dVVmDOT4xGjRqF4OBgfPLJJ0hLS8OECROQmJiId955BwcOHICenp5yn02bNmHq1Kno0qULpFIp+vXrhxUrVii3m5qa4p9//sGUKVPg6ekJKysrfPbZZypriRERERG9LYkQ5XgTtBoqOTkZpqamSEpK4vwwIg3IyMhAVFQUXFxcVP4IIyIq7vOhor+/q9TpSCKi6m706NGQSCSQSCTQ0dGBra0t3n33Xaxfvx55eXmQy+XK7UU95HI5Fi5cCA8PjwLt379/HxKJRDmtIyMjA6NHj0bTpk2hra2tnL7xOrlcjpYtW0Imk6F+/foIDg4uNO5JkyYV2HfKlCmQSCQYPXo0AGD16tUwNjZGTk6Osk5qaip0dHQK3Icyv793794t7Y+QqMpgEkZEVJLoaGDhQsW/FSAgIADR0dG4f/8+9u/fD19fX0yfPh09e/ZEu3btEB0drXwMHDhQWT//0a5du1IfKzc3F/r6+pg2bZrKYtevioqKQo8ePeDr64vw8HDMmDED48aNw8GDB1XqOTo6YuvWrUhPT1eWZWRkYPPmzXByclKW+fr6IjU1FefPn1eWnThxAnZ2djhz5ozKreZCQkLg5OSEevXqlbpPRFVFlZoTRkSkEdHRwKJFwHvvAfb25X44mUymXBKnVq1aaNmyJdq2bYsuXbpg48aNGDdunLKuvr4+MjMzi1xCpySGhob4+eefAQCnTp1CYmJigTqrV6+Gi4sLvv32WwCKi5xOnjyJ7777Dv7+/sp6LVu2xN27d7Fr1y4MGzYMALBr1y44OTnBxcVFWc/V1RX29vaQy+Vo27YtAMWIV+/evXH06FGEhYUpR8TkcrnKXGCi6oQjYUREVUDnzp3RvHlz7Nq1q8KPHRoaWmCUzN/fX3lLuFcFBgYiKChI+Xz9+vUYM2ZMgXq+vr4ICQlRPg8JCYGPjw86deqkLE9PT8eZM2eYhFG1xSSMiKgk+dcvafg6pkaNGuH+/fsVftyibueWnJyscuoRAIYPH46TJ0/iwYMHePDgAU6dOoXhw4cXaNPX1xenTp1CTk4OUlJScOnSJXTq1AkdO3aEXC4HoEj+MjMzmYRRtcUkjKgcvf/++zA3N0f//v2VZWfPnoW7uzvq16+PxYsXazA6KpXYWGDaNMX/p01TPNcQIQQkEonGjl8a1tbW6NGjB4KDgxEUFIQePXrAysqqQD0fHx+kpaXh3LlzOHHiBBo2bAhra2t06tRJOS9MLpejbt26KvPJiKoTJmFE5Wj69OnYuHGjStmUKVOwZcsW3Lx5E/v27cOVK1c0FB2VaMcOwM0NuHULGDhQ8a+bm6JcAyIjI1XmVhXHxMQESUlJBcrz53yZmpqW+rhF3c7NxMQE+vr6BeoHBgYiODgYGzZsQGBgYKFt1q9fH7Vr10ZISAhCQkLQqVMnAICDgwMcHR1x+vRphISEoHPnzqWOk6iqYRJGVI58fHxgbGysfP706VPk5OSgWbNm0NLSwuDBg7Fnzx4NRkjFunoV8PEBrl0Dtm1T/Jv/vIIdPXoUV65cQb9+/UpV39XVFY8fPy6QPF28eBF6enplGl3y9vZWuSUcoLidW/4t4V4XEBCArKwsZGdnq0zcf52vry/kcjnkcrnK0hQdO3bE/v37cfbsWZ6KpGqNV0cSVaCnT5+iVq1ayue1atXCsWPHNBgRFWvBAkD6yt+qNjbAzp1AXl65HjYzMxMxMTHIzc3Fs2fPcODAASxZsgQ9e/bEyJEjS9WGv78/XF1dMWTIEPznP/+BnZ0dLl68iE8//RTTp0+HlpaWsu7169eRlZWF+Ph4pKSkKNcQy19nbNKkSfjxxx/xySefIDAwEEePHsX27duxd+/eQo+tpaWFyMhI5f+L4uvriylTpiA7O1s5EgYAnTp1wtSpU5GVlVXlk7CMjAyVNc4yMjJQt25d3ouYADAJIyIqmrSIkwVFlavJgQMHYG9vD21tbZibm6N58+ZYsWIFRo0aBWkpj62trY1//vkH//rXvzBkyBA8f/4cLi4umD59eoF74Xbv3h0PHjxQPm/RogUAxRw0AHBxccHevXvx0Ucf4YcffkDt2rXx66+/FjvKVZrVxn19fZGeno5GjRqpTPzv1KkTUlJSlEtZVGV6enpwd3cHoFiT7cqVK7yTCikxCSOqQA4ODnjy5Iny+ZMnT5Q3jycCgODg4AKr0ZdUvygODg6laqs0V1z6+Pjg0qVLbxQHAPz5558FypydnVHYnfPq1KlTaHlVl5iYCGNj42JHB6lm4Zwwogrk4OAALS0tXL58Gbm5udi6dSt69eql6bCIqAIkJCTAwsJC02FQJcKRMKIi5OTk4OTJkwgNDUV4eDhSU1Ohq6sLNzc3eHl5oXPnzjAyMiq2DT8/P0RERCAtLQ21a9fGjh078OOPP2LIkCHIyMjAiBEj0LRp0wrqERFpSm5uLlJTU1G3bl1Nh0KVCJMwotdkZWVhzZo1WL58OaKiomBsbIyWLVvC3Nwc6enpWLduHb788kuYmZlh0qRJmDVrVqHrIAHA4cOHCy2/poGr64hIcxITE2FiYlLqOX1UMzAJI3rFnTt3MHjwYISHh2PAgAHYvHkzWrdurTKHQwiBu3fvYvXq1Vi1ahWCg4Px+++/o0uXLhqMnIgqs/j4eFhbW2s6DKpkmJIT/c/p06fRsmVLJCYmIiwsDFu2bEHbtm0LTKKVSCSoX78+vvnmG9y8eRPu7u5499138csvv2gociKqKEIIZGVl4eXLl0hLS8PLly+RnZ1d7D45OTlIS0vjVZFUAEfCiKBYibx79+7w8PDAnj17Sv1haW9vj4MHD+Kjjz7CpEmTYGFhgQEDBpRztERU0YQQyMjIQGpqaqFJl0wmg6GhIWQyWYFbS2lrayvXXCN6FZMwqvFycnIwZMgQ1KpVC3///XeZ/1rV0tLCDz/8gOfPnyMwMBDt2rVTWZCViKq2vLw8xMXFITs7G7q6urCwsFAmW3l5ecjIyEBaWhri4+Mhk8lgbm7OuV9UKnyVUI23atUqXL58GRs2bCjT/fReJZFI8PPPP8PQ0LDAQphEVHXlJ2C5ubmwtLSElZUV9PT0lKNdUqkUBgYGsLKygrm5ObKyspCQkFAt1zkj9WMSRjVaVlYWPv/8c4wfPx6tWrV6q7bMzMywdOlSbN++HVevXlVThESkSYmJicjJyYGlpSVkMlmR9SQSCfT19WFhYYHMzEwkJydXYJRUVTEJoxrt77//RlxcHKZPn66W9oYMGQIrK6syrXhORJVTdnY2MjIyYGpqCh0dnVLtI5PJYGxsjLS0NOTm5pZzhFTVMQmjGm3btm1o1aoV3Nzc1NKerq4uhg4diq1bt6qlPap5Ro8eDYlEgkmTJhXYNmXKFEgkEowePbrEdm7cuAGJRIKwsDCV8rZt20JPTw8ZGRnKsoyMDOjp6WHdunWQSCTFPhYuXPi2XawyXr58CalUCn19/TLtZ2BgAABIT08vj7CoGmESRjXaxYsX0aFDB7W2+c477+DJkyeIjY1Va7ukOdEp0VgoX4jolOgKOZ6joyO2bt2q8iWekZGBzZs3w8nJqVRtNGrUCHZ2dpDL5cqylJQUXLx4EdbW1irJWWhoKDIzM9G5c2dER0crH99//z1MTExUyj7++GO19bMyE0IgPT0d+vr6Ba52LImWlhb09PTw8uVLzg2jYjEJoxorNTUVd+/eRbNmzdTabvPmzQEAly9fVmu7pDnRqdFYdGwRolMrJglr2bIlHB0dsWvXLmXZrl274OTkhBYtWgAANm7cCEtLS2RmZqrs26dPH4wYMQIA4Ovrq5KEnTx5Eg0bNkSvXr1UyuVyOerUqQMXFxfY2dkpH6amppBIJCplJd2qq7rIzs5GXl5emUfB8unr6yMnJwd5eXlqjoyqEyZhVGPFxcUBgNqXk3BwcAAAvHjxQq3tUs0SGBiIoKAg5fP169djzJgxyucDBgxAbm4u/vrrL2VZbGws9u7di8DAQACKJOzkyZPIyckBAISEhMDHxwedOnVCSEiIcr+QkBD4+vqWd5eqlPzk6U2Xmsjfj0kYFYdJGNVY5XWaIP/UBT98q4/810pFnloaPnw4Tp48iQcPHuDBgwc4deoUhg8frtyur6+PoUOHKhO1rKwsLF++HHZ2drC2tkZ8fDx8fX2RlpaGc+fOAVCMeHXq1AkdO3bEmTNnkJGRgfT0dJw9e5ZJWBHKeirybfejmoWLtVKNlb8mWP6ImLrkt2dmZqbWdkkzYtNiMe3ANADAtAPTsHvQbtgY2pT7ca2trdGjRw8EBwdDCIEePXoUuFH8+PHj0bp1azx58gTW1tbYs2cPJkyYAFdXV1y/fh1NmjRB7dq1IZfL4e7ujkuXLqFTp06wsbGBk5MTQkNDIYRAZmYmk7DXvPrH1Ou3LiuN/D/CmIxRcTgSRjWWubk5HBwccOXKFbW2mz8XrEmTJmptlyrejms74LbKDbfibmGg+0DcirsFt1Vu2HFtR4UcPzAwEMHBwdiwYYPyFOOrWrRogebNm2Pjxo24cuUKIiMjMXr0aOjo6EBbWxu5ubnw8fFBSEgITpw4gQYNGsDGRpFA5p+SDAkJQf369eHo6FghfaoqdHR0IJFIVK4iLYuMjAxoaWm9UQJHNQdHwqhG8/DwwJkzZ9Ta5pkzZ2Bubs4vtWrgauxV+Dj74KceP8HG0AaxabH4YO8HuPb8Ggag/O8RGhAQgKysLEgkEvj7+xdaZ9y4cfj+++/x5MkT+Pn5wdHREWlpaQAUS6b4+vpi2rRpcHNzg4+Pj3K/jh07Yu3atRBCcBSsEFKpVHmFo5GRUZlGtPLy8pCeng5DQ0OOhFGxmIRRjdanTx9MmjQJT548UcsE/by8PGzatAl9+vThh281sMBnAaSS/z9hYGNog50DdyJPVMx8Py0tLURGRir/X5ihQ4fi448/xtq1a7Fx40bk5OQgKioKzs7OAKCcF7Z+/XqsXbtWuV+nTp0wbtw4AMAHH3xQvh2pogwMDJCeno6srKxiV8t/XUZGBoQQyvXCiIrC05FUow0aNAgymQxr1qxRS3uHDh1CVFSUylVsVHW9moCVprw8mJiYFHtTeVNTU/Tr1w9GRkZ47733cOfOHdjb2yuXknBxcUGdOnWQkpKCTp06KfdzcnKCg4MDsrKyVEbI6P/p6upCR0cHiYmJpV79PicnB0lJSdDT04O2Nsc5qHgSwZXk1C45ORmmpqZISkoq9sOTKoePP/4YP/30E65fv64cPXgTWVlZ8PDwgLm5OU6ePMmRMA3KyMhAVFQUXFxcoKenp+lwyl2XLl3g5uaGjz76CHp6esplUujt5eTk4MWLF5BKpbC0tCx2jld2djbi4uIglUphZWX1xstbUPkq7vOhor+/maZTjbdgwQJs3boV48ePx/79+9/4r9fPP/8ct27dwsWLF5mAUdnk5QFJSUBKCpCWBmRnK8p1dQFDQ8DERPF47XWVkJAAuVwOuVyOZcuWIT4+Hvr6+khISACgGAXjKbG3o62tDUtLS8TFxSE2NhYGBgYwNDRU+ZzIzs5GWloaXr58qazPBIxKg0kY1XjGxsYIDg5GQEAAJk6ciLVr15b5A/TXX3/Ff/7zH3zxxRdqX4GfqjEhgNhY4NkzICsLkMn+P+kSAsjMBBISFNv19AB7e8DCQpmMtWjRAgkJCVi6dClatmyp4c5UXzo6OrC2tlYmWmlpadDW1oZEIkFeXh5yc3OhpaUFExMTGBgYMAGjUmMSRgTAz88PwcHBGDlyJJ48eYINGzbA1ta2xP0yMzMxd+5cfP/995gyZQrmzZtXAdFStZCVBURFKUa/LC0BW1ugsFErIRSjYzExivqJiUCdOoC2Nu7fv1/RUddY+UmWkZER0tPTkZOTAyEEJBIJdHR03ugek0RM14n+Z/jw4di/fz8uXbqEpk2b4quvvkJiYmKhdbOysvDbb7+hZcuW+Omnn/D9999j5cqV/BCm0snMBCIjgYwMwNUVcHEpPAEDFKNeRkZA/fpA3bpAcjJw8ybwv1sRUcWSSqUwNDSEqakpzMzMYGpqCgMDA7736Y1wJIzoFf7+/oiIiMD8+fOxcOFCLFy4EJ6enmjVqhXMzc2Rnp6OiIgIhIWFISkpCT169MCmTZvg4eGh6dCpqsjJAW7dAqRSRQKmq1v6fS0sAH19RRJ25w7QsKGiHSKqknh1ZDng1ZHVw7Nnz7B161aEhYXh4sWLSE1NhUwmg5ubG9q2bYv3338f7u7umg6TClGpr468f18xz6txY8U8rzeRmqpIxBwcFPPEiKjUeHUkURVga2uL6dOnY/r06ZoOhaqL1FTgxQvAyenNEzBAcXrSxgaIjlaMjpVhIVEiqjw4jk1EVFFiYhSnE62t374tBwfFqcjY2Ldvi4g0gkkYEVFFyM5WXNlobV1gva83oqWluKoyLk6xzhgRVTlMwoiIKkJSkuJfCwv1tWlhoZjo/78bdhNR1cIkjIioIrx8qZgHVso7MsTExGD69OmoX78+9PT0YGtri/bt2+Pnn3/Gy5cvAQBrfv8dPhMnwsTBARKJpNAlVeLj4zFs2DCYmJjAzMwMY8eORWpqqnK7XC6HRCKBubk5MjIyVPY9d+4cJBKJcvmF1NRU6OjoYOvWrSr1Bg8eDIlEUmDdMmdnZ8yfP79U/SWqiZiEERGVIDo6GgsXLkR0dPSbN5KerpgPVgr37t1DixYt8M8//+DLL7/EpUuXEBoaik8++QR79uzB4cOHAQAv09MR0LEj/vXBB0W2NWzYMFy7dg2HDh3Cnj17cPz4cUyYMKFAPWNjY+zevVulbN26dXByclI+NzIyQqtWrSCXy1XqyeVyODo6qpRHRUXhwYMH6Ny5c6n6TFQTMQkjIipBdHQ0Fi1a9HZJWG5uqUfBPvjgA2hra+P8+fMYOHAgGjdujLp166J3797Yu3cvevXqBQCYMWMG5k6ejLZF3CorMjISBw4cwK+//govLy+88847WLlyJbZu3YqnT5+q1B01ahTWr1+vfJ6eno6tW7di1KhRKvV8fX1Vkq3IyEhkZGRg8uTJKuVyuRwymQze3t6l6jNRTcQkjIioEomLi8M///yDKVOmwNDQsNA6pV2dPTQ0FGZmZmjVqpWyzM/PD1KpFGfOnFGpO2LECJw4cQIPHz4EAPzxxx9wdnYucE9KX19f3Lx5U5mQhoSE4J133kHnzp1VkrCQkBB4e3tXvnXaiCoRJmFERCXIX9P6rda21tZWXCFZgjt37kAIAVdXV5VyKysrGBkZwcjICHPmzPn/DdnZiislCxETEwMbG5vXwtCGhYUFYmJiVMptbGzQrVs3BAcHAwDWr1+PwMDAAm22b98eurq6yoRLLpejU6dO8PT0xIsXLxAVFQUAOHbsGHx9fUvsL1FNxiSMiKgYsbGxmDZtGgBg2rRpiH3Tdbn09RWT89/Q2bNnER4eDnd3d2RmZioK8/IU959U02KtgYGBCA4Oxr179xAaGophw4YVqGNgYIDWrVsrk7Bjx47Bx8cH2traaNeuHeRyOe7du4eHDx8yCSMqAZMwIqIi7NixA25ubrh16xYGDhyIW7duwc3NDTt27Ch7YwYGQFaW4lGM+vXrQyKR4ObNmyrldevWRf369aH/6uT+tDRAiCJX37ezsyuQNObk5CA+Ph52dnYF6nfr1g3p6ekYO3YsevXqBUtLy0Lb9fX1RUhICK5du4b09HTlKctOnTohJCQEISEhMDAwgJeXV7F9JarpmIQRERXh6tWr8PHxwbVr17Bt2zZcu3ZN+bzMzMwUK9zHxRVbzdLSEu+++y5+/PFHpJW0/ldcnGIUrIgkzNvbG4mJibhw4YKy7OjRo8jLyys0QdLW1sbIkSMhl8sLPRWZz9fXF7dv38bmzZvxzjvvQOt/p0M7duyIY8eOQS6XK09bElHReO9IIqIiLFiwAFLp//+tamNjg507dyLvTVao19ICzM2B588BW1tFQlaEn376Ce3bt0erVq2wcOFCNGvWDFKpFOfOncONGzfg6ekJZGcj5tYtxAC487/J9FeuXIGxsTGcnJxgYWGBxo0bIyAgAOPHj8fq1auRnZ2NqVOnYvDgwXBwcCj02J9//jlmz55d5CgYALRr1w4ymQwrV67Ev//9b2V5mzZtEBsbi//+97+YN29e2X9GRDUMR8KIiIogLSJRKqq8RPb2ion0JSx1Ua9ePVy6dAl+fn6YN28emjdvjlatWmHlypX4+OOP8fnnnwOPHmH1rl1o4e+P8ePHA1CMRLVo0QJ//fWXsq1NmzahUaNG6NKlC7p374533nkHa9asKfLYurq6sLKyKvYKTD09PbRt2xYpKSnw8fFRlstkMmU554MRlUwi3upyHypMcnIyTE1NkZSUBBMTE02HQ1TjZGRkICoqCi4uLpVviYQnTxQ38nZ1BYyM3qyN+Hjg3j3A2RmwslJreETVXXGfDxX9/c2RMCKiimRvDxgaAnfuvNnVkklJQFSU4r6RxZwyJKLKj0kYEVFFkkqB+vUBXV3gxg3FHLHSnJAQAnj6FLh9GzAxUYyClXLRViKqnDgxn4ioomlrK05HPn4MPHgAvHihmKyffwXlq3JzFacfnz1TrAnm4KAYTWMCRlTlMQkjItIELS2gTh1F4hUTo5jjJZEoFnXNX9ohM1Nx429AUc/FRXEqk4iqhWp1OnLhwoWQSCQqj0aNGim3Z2RkYMqUKbC0tISRkRH69euHZ8+eqbTx8OFD9OjRAwYGBrCxscHs2bORk5NT0V0hoprC1FQxKubuDjg6KpKwvDzF6UdDQ8Vpx6ZNFacwmYARVSvVbiTM3d0dhw8fVj7X1v7/Ln700UfYu3cvduzYAVNTU0ydOhV9+/bFqVOnAAC5ubno0aMH7OzscPr0aURHR2PkyJHQ0dHBl19+WeF9IaIaRF9f8SCiGqPaJWHa2tqF3o4jKSkJ69atw+bNm9G5c2cAQFBQEBo3boywsDC0bdsW//zzD65fv47Dhw/D1tYWHh4e+PzzzzFnzhwsXLiQqz8TERGR2lSr05EAcPv2bTg4OKBu3boYNmwYHv5vJekLFy4gOzsbfn5+yrqNGjWCk5MTQkNDAQChoaFo2rQpbG1tlXX8/f2RnJxc7G1KMjMzkZycrPIgIiIiKk61SsK8vLwQHByMAwcO4Oeff0ZUVBQ6dOiAlJQUxMTEQFdXF2ZmZir72NraIiYmBgAQExOjkoDlb8/fVpQlS5bA1NRU+XB0dFRvx4iqkMTERLRq1QoeHh5o0qQJ1q5dq+mQiIgqpWqVhHXr1g0DBgxAs2bN4O/vj3379iExMRHbt28v1+POmzcPSUlJysejR4/K9XhElZmxsTGOHz+O8PBwnDlzBl9++SXiSrhpNVUPEokEf/75p6bDqLHmz5+PCRMmaDqMUgkODi4wKKIOq1evRq9evdTebnmpVknY68zMzNCwYUPcuXMHdnZ2yMrKQmJiokqdZ8+eKeeQ2dnZFbhaMv95YfPM8slkMpiYmKg8iGoqLS0tGBgYAFCcqhdCoKrfHS0lJQVyuRwpKSnlfqzRo0dDIpHgq6++Uin/888/Ve7nKJfLC1wNnv94deQ+OTkZ8+fPh7u7O/T19WFpaYnWrVvj66+/RkJCQrGxODs7QyKRYOvWrQW2ubu7QyKRIDg4WFkWHR2Nbt26vWHP3152djbmzJmDpk2bwtDQEA4ODhg5ciSePn2qrFPcz+3cuXMAgPv37xe6PSwsTOV4O3bsQKNGjaCnp4emTZti3759hcbl6+uLX3/9FQBw5MgRtGvXDsbGxrCzs8OcOXNUrsCXy+Xo3bs37O3tYWhoCA8PD2zatKnEvsfExOCHH35QuaH6kiVL0Lp1axgbG8PGxgZ9+vTBzZs3lduL6qdEIsGOHTuU9Qrb/vprQi6Xo2XLlpDJZKhfv77K6+JN2NvbF3gPzJ07FxKJBHK5XKXcx8cHI0aMAAAEBgbi4sWLOHHixFsdv6JU6yQsNTUVd+/ehb29PTw9PaGjo4MjR44ot9+8eRMPHz6Et7c3AMDb2xtXrlxBbGysss6hQ4dgYmICNze3Co+fqKpKTExE8+bNUbt2bcyePRtWVfz+hqmpqTh27BhSU1Mr5Hh6enpYunRpiUkSoPgci46OVnnY2NgAAOLj49G2bVsEBQXh448/xpkzZ3Dx4kV88cUXuHTpEjZv3lxi+46OjggKClIpCwsLQ0xMDAxfWzLDzs4OMpmsDD1Vr5cvX+LixYuYP38+Ll68iF27duHmzZt47733lHXatWtX4Oc1btw4uLi4oFWrVirtHT58WKWep6enctvp06cxZMgQjB07FpcuXUKfPn3Qp08fXL16VaWN+Ph4nDp1Cr169UJERAS6d++OgIAAXLp0Cdu2bcNff/2FuXPnqrTbrFkz/PHHH7h8+TLGjBmDkSNHYs+ePcX2/ddff0W7du1Qp04dZdmxY8cwZcoUhIWF4dChQ8jOzkbXrl2RlpYGQPG7ff1nsWjRIhgZGRVIpoOCglTq9enTR7ktKioKPXr0gK+vL8LDwzFjxgyMGzcOBw8eLOE3VjQfH58CyVZISAgcHR1VyjMyMhAWFqa84E5XVxdDhw7FihUr3vjYFUpUI7NmzRJyuVxERUWJU6dOCT8/P2FlZSViY2OFEEJMmjRJODk5iaNHj4rz588Lb29v4e3trdw/JydHNGnSRHTt2lWEh4eLAwcOCGtrazFv3rwyxZGUlCQAiKSkJLX2j6iqiYmJEe3atRMxMTEVetz09HRx/fp1kZ6erpb2nj59KhYuXCiePn2qlvaKM2rUKNGzZ0/RqFEjMXv2bGX57t27xasf2SEhIQKASEhIKLKtiRMnCkNDQ/HkyZNCt+fl5RUbS506dcTcuXOFTCYTDx8+VJaPHz9efPjhh8LU1FQEBQUpywGI3bt3K58/evRIDB48WJibmwsDAwPh6ekpwsLClNt/+uknUbduXaGjoyMaNmwoNm7cqHJ8AGLt2rWiT58+Ql9fX9SvX1/897//LTbm1509e1YAEA8ePCh0e1ZWlrC2thaLFy9WlkVFRQkA4tKlS0W2O3DgQNGjRw+VMi8vLzFx4kSVso0bNwovLy8hhBDz5s0TrVq1Utn+119/CT09PZGcnFzksbp37y7GjBlT5HYhhHB3dxc//vhjsXViY2MFAHHs2LEi63h4eIjAwECVstd/r6/75JNPhLu7u0rZoEGDhL+/f5H7BAUFCVNTU5XYPD09RZ8+fURGRob45ZdfhJGRkcjOzhZCCJGcnCx0dHTEjz/+KDp16qTc7+jRowKAiIqKUpYdO3ZM6OrqipcvXxZ67OI+Hyr6+7tajYQ9fvwYQ4YMgaurKwYOHAhLS0uEhYXB2toaAPDdd9+hZ8+e6NevHzp27Ag7Ozvs2rVLub+Wlhb27NkDLS0teHt7Y/jw4Rg5ciQWL16sqS4RVWm2trZo3rx5lTk1UBTxv9OpooJOq2ppaeHLL7/EypUr8fjx4zdqIy8vD9u2bcPw4cPh4OBQaJ1XT28WxdbWFv7+/tiwYQMAxWjTtm3bEBgYWOx+qamp6NSpE548eYK//voLERER+OSTT5CXlwcA2L17N6ZPn45Zs2bh6tWrmDhxIsaMGYOQkBCVdhYtWoSBAwfi8uXL6N69O4YNG4b4+PjS/AgAKJYnkkgkRc4/+uuvvxAXF4cxY8YU2Pbee+/BxsYG77zzDv766y+VbaGhoSpX2wOKq+nzr7Z/tf3evXsDUJye19PTU9mur6+PjIwMXLhwodg+WFhYFLk9Pj4e169fLzCSV1g7AIps68KFCwgPD8fYsWMLbJsyZQqsrKzQpk0brF+/XuW9UNqfRVEePXqEDh06oEmTJti5cydkMhl8fX2RmpqqPEV84sQJNGzYEP369cOZM2eQkZEBQDE65uzsDGdnZ2V7rVq1Qk5ODs6cOVOq42tUhaR6NQxHwqi6yszJFDm5OcXWiYmJUf5Vn5iYKNzd3cXly5crIjwldY6EpaaminXr1omFCxeKdevWidTUVDVEWLRRo0aJ3r17CyGEaNu2rXJUoqiRMENDQ5WHm5ubEELxewAgli9frtJ+y5YtlXUHDx5cbCx16tQR3333nfjzzz9FvXr1RF5entiwYYNo0aKFEEIUOxL2yy+/CGNjYxEXF1do2+3atRPjx49XKRswYIDo3r27Snuffvqp8nlqaqoAIPbv319s3PnS09NFy5YtxdChQ4us061bN9GtWzeVsufPn4tvv/1WhIWFibNnz4o5c+YIiUSiMgqno6MjNm/erLLfqlWrhI2NjfJ5RkaGMDIyElevXhVCCHHw4EEhlUrF5s2bRU5Ojnj8+LHo0KGDAFCgrXzbtm0Turq6yjYKc+nSJQFAZbTydbm5uaJHjx6iffv2RdaZPHmyaNy4cYHyxYsXi5MnT4qLFy+Kr776SshkMvHDDz8otzdo0EB8+eWXKvvs3btXAChyNCp/JOzGjRvC0dFRTJs2rcDIbK1atZTtzp49W3zwwQdCCCEaNmwojh49KoQQokOHDoWOEpqbm4vg4OBCj82RMCKqMiJiIjBy90gYLzGG7D8y6HyuA+fvnfHVya+QkF5wztKDBw/QoUMHNG/eHB06dMCHH36Ipk2baiDyt3ft2jWsWrUKcXFxcHd3R1xcHFatWlXsuoHqtHTpUmzYsAGRkZFF1jlx4gTCw8OVj6Imh+fbvXs3wsPD4e/vj/T/3Zfyyy+/hJGRkfKRv75ivh49eiA1NRXHjx/H+vXrSxwFA4Dw8HC0aNGiyFGXyMhItG/fXqWsffv2BfrarFkz5f8NDQ1hYmKiMm+3KNnZ2Rg4cCCEEPj5558LrfP48WMcPHiwwMiPlZUVZs6cCS8vL7Ru3RpfffUVhg8fjmXLlpV43FcdPXoUNjY2cHd3BwB07doVy5Ytw6RJkyCTydCwYUN0794dACB9/cbtUIzyjBkzBmvXrlW2UZj83+Pro2yvmjJlCq5evVroRRb5bWzevLnQUbD58+ejffv2aNGiBebMmYNPPvmkzD+Loo7ZoUMH9O3bFz/88EOBkdlX54XJ5XL4+PgAADp16gS5XI709HScOXMGvr6+BdrW19fHy5cv3zrG8sYkjIgK9Sz1GQJ+D4DHLx449uAYZrebjaDeQVjdczX86vphoXwhHL9zxOJji1VOTbRp0wbh4eGIiIjA5cuXMXHiRA324u3ExsbC2dkZH3zwAfr3748PPvgAzs7OeP78eYUcv2PHjvD398e8efOKrOPi4oL69esrH/kTs62trWFmZqZyNRwAODk5oX79+jA2NlaWTZo0SSWRe/30pba2NkaMGIEFCxbgzJkzGDZsWImx66vpFkw6OjoqzyUSifKUZlHyE7AHDx4oL64qTFBQECwtLVUm7hfFy8sLd+7cUT4v6mr6V6+k/+uvvwq0PXPmTCQmJuLhw4d48eKF8lRl3bp1VeodO3YMvXr1wnfffYeRI0cWG1v+hS9FXcgxdepU7NmzByEhIahdu3ahdXbu3ImXL1+WeCxA8bN4/PgxMjMzART9szAxMSn2dSCTyeDn54c9e/bgyZMnBbb7+vri1KlTiIuLw6VLl9CpUycAiiQsJCQEp0+fRlZWlnJS/qvi4+OVU5EqMyZhRFRATGoMOgZ3xOVnl7G572bcnXYXn3X6DKM9RmOC5wT8+t6veDDjAaa0noIF8gX4cP+HVX4ZisL4+Phg4MCByqsADQ0NMXDgQOWXQUX46quv8Pfff5d6fk0+qVSKgQMH4vfff1dZoqEwFhYWKoncq/fczRcYGIhjx46hd+/eMDc3L/H4zZo1Q3h4eJHztxo3bqy8b2++U6dOvfWV6PkJ2O3bt3H48GFYWloWWk8IgaCgIOX9gUsSHh4Oe3t75XNvb2+Vq+0BxdX0+VfbCyHw999/K5OsV0kkEjg4OEBfXx9btmyBo6MjWrZsqdwul8vRo0cPLF26tFTrftWrVw8mJia4fv16gT5OnToVu3fvxtGjR+Hi4lJkG+vWrcN7771XqsQlPDwc5ubmyithS/pZFEUqleK3336Dp6cnfH19C7xOfX19kZaWhuXLl6NBgwbKq347duyIs2fPYv/+/WjQoAFq1aqlst/du3eRkZGBFi1alNgXjauQk541DOeEUVWWmZMp3ln/jrD/xl7cibtTYv1fzv8isBBiRdiKCoiudNR9dWRFenVOWL4RI0YIPT29QueE3bx5U0RHR6s8srKyhBBCvHjxQjRs2FDUqlVLrFu3TkRERIg7d+6IXbt2iYYNG4q+ffsWG0v+nLB8L168UJnjU9ycsMzMTNGwYUPRoUMHcfLkSXH37l2xc+dOcfr0aSGEYo6bjo6O+Omnn8StW7fEt99+K7S0tERISEih7RV1zFdlZWWJ9957T9SuXVuEh4er/EwyMzNV6h4+fFgAEJGRkQXaCQ4OFps3bxaRkZEiMjJSfPHFF0IqlYr169cr65w6dUpoa2uLb775RkRGRooFCxYIHR0dceXKFSGEEOfOnRPm5ubKq/vyff311+Ly5cvi6tWrYvHixUJHR0elj0ePHhUGBgZi3rx5KvEXNbcuX9++fcWsWbNUyiZPnixMTU2FXC5Xaev1eVq3b98WEomk0Ll2f/31l1i7dq24cuWKuH37tvjpp5+EgYGB+Oyzz5R17t27JwwMDMTs2bNFZGSkWLVqldDS0hIHDhwoMt5Xr47Mzs4W/fv3F66uriI6OlqlnpOTkzA2NhaTJk1SKXdxcRHGxsZiwoQJhbZdt27dIo9dmeaEMQkrB0zCqCoLvhQssBDi1MNTpd5nyt4pQv8/+iIpo3K85qtbEhYVFSV0dXULTcIKe4SGhirrJSYminnz5olGjRoJmUwm9PX1RbNmzcT8+fNL/GJ/PQl7XUlLVNy/f1/069dPmJiYCAMDA9GqVStx5swZ5fbSLFFRliQsf2mJwh6vJndCCDFkyBDRrl27QtsJDg4WjRs3FgYGBsLExES0adNG7Nixo0C97du3i4YNGwpdXV3h7u4u9u7dq9z26aefimHDhhXYx9fXV5iamgo9PT3h5eUl9u3bp7J91KhRhcb/6rIMhdm3b5+oVauWyM3NVZYV9bN4/ec3b9484ejoqLJvvv379wsPDw9hZGQkDA0NRfPmzcXq1asL1A0JCREeHh5CV1dX1K1bt8jfUb7Xl6jIzs4Wffv2FY0bNxbPnj0r8PPYunWryv6jR48WAMSWLVsKtN21a1exZMmSIo9dmZIwiRDV8ByChiUnJ8PU1BRJSUlcPZ+qHN8NvpBKpDgy8kjJlf/nUdIj1Pm+Dtb2WouxLQtO7K1oGRkZiIqKgouLS7GTlYnKS7NmzfDpp59i4MCBFXI8IQS8vLzw0UcfYciQIRVyzMro2rVr6Ny5M27dugVTU9NC6xT3+VDR39+cE0ZESvcS7kF+X44xHgXXTCqOo6kj3q33LoLCg0quTFTNZWVloV+/fhV6CyeJRII1a9ao3AKpJoqOjsbGjRuLTMAqm4KzL4moxvrn7j/Qkmihb+O+Zd53kPsgjP1rLFIyU2AsMy55B6JqSldXFwsWLKjw43p4eMDDw6PCj1uZvL5obGXHkTAiUkpIT4CZnhkMdAzKvK+9keLKscSMRDVHRURUPTEJIyK1yF9oUYDTTImISoNJGBEpmeubIzEjES+zy77SdHRKtKINvZLXkKoovO6IiF5XmT4XmIQRkdK7dd9FrsjF7sjdZd53+/Xt8K7tXSnmg+UvvlkVbltCRBUr/3OhNIv0ljdOzCcipXoW9dCxTkcEhQdhWLOSb02T70nyE/xz9x+s7rG6HKMrPS0tLZiZmSnvMWhgYFDgvnREVLMIIfDy5UvExsbCzMwMWlpamg6JSRgRqRrjMQZj/jsGYY/D0LZ221Lt8/WpryHTkmFQk0HlHF3p5d/DrzQ3eyaimsPMzEzlHp+axCSMiFQMbToUay+uRb/t/XBizAnUNa9bbP11F9dhxdkV+M7/O5jIKs/ixBKJBPb29rCxsUF2dramwyGiSkBHR6dSjIDl44r55YAr5lNVF50SjY7BHZGenY7l/svRt3FfaEtV/2Z7nvYc34V9hyUnl2CS5yT81OMnnvIjoiqtor+/ORJGRAXYG9vj+OjjGLF7BAbtHAQXMxeMazkOTqZOyMzJxLmn57AhYgOkEinmd5yPRT6LmIAREZURR8LKAUfCqDq5GH0R34Z+i92Ru5Gekw4AqGVcC5NbTcakVpNgaWCp4QiJiNSjor+/mYSVAyZhVF2lZ6dDR0unwKlJIqLqgKcjiajS0tfR13QIRETVBhdrJSIiItIAJmFEREREGsAkjIiIiEgDmIQRERERaQCTMCIiIiINYBJGREREpAFMwoiIiIg0gEkYERERkQYwCSMiIiLSACZhRERERBrAJIyIiIhIA5iEEREREWkAkzAiIiIiDWASRkRERKQBTMKIiIiINIBJGBEREZEGMAkjIiIi0gAmYUREREQawCSMiIiISAOYhBERERFpAJMwIiIiIg1gEkZERESkAUzCiIiIiDSASRgRERGRBjAJIyKiSun999+Hubk5+vfvr+lQiMqFdmkqWVhYlKlRiUSCixcvok6dOm8UFBER0fTp0xEYGIgNGzZoOhSiclGqJCwxMRHff/89TE1NS6wrhMAHH3yA3Nzctw6OiIhqLh8fH8jlck2HQVRuSpWEAcDgwYNhY2NTqroffvjhGwdE9Dbef/99yOVydOnSBTt37gQATJkyBTt37oSjoyPOnz+v4QiJiIgUSjUnLC8vr9QJGACkpKSgbt26bxwU0ZuaPn06Nm7cqFI2dOhQ7Nu3T0MRUU2zZ88euLq6okGDBvj11181HQ7VQFFRUfD19YWbmxuaNm2KtLQ0TYdEReDEfKpWfHx8YGxsrFLWvn17WFpaaigiqklycnIwc+ZMHD16FJcuXcKyZcsQFxen6bCohhk9ejQWL16M69ev49ixY5DJZJoOiYpQ6tORr3r69ClOnjyJ2NhY5OXlqWybNm2aWgIjIqpqzp49C3d3d9SqVQsA0K1bN/zzzz8YMmSIhiOjmuLatWvQ0dFBhw4dAJT9wjqqWGVOwoKDgzFx4kTo6urC0tISEolEuU0ikTAJI6Ia6+nTp8oEDABq1aqFJ0+eaDCiyiMvLw+3bt3C48ePkZGRAV1dXVhYWKBZs2bQ1dUtdB8/Pz9EREQgLS0NtWvXxo4dO+Dt7V3BkVctt2/fhpGREXr16oUnT56gf//++Ne//qXpsKgIZU7C5s+fj88++wzz5s2DVMqzmUREVLTs7GyEh4cjLCwM8fHxMDU1hb6+PrKyspCQkIAjR46gVatWaNOmTYGpBIcPH9ZQ1FVXTk4OTpw4gfDwcNjY2CAgIACtW7fGu+++q+nQqBBlTsJevnyJwYMHMwEjjRBCAIDKCCxRZeHg4KAy8vXkyRO0adNGgxFpVnp6OjZt2oSnT5+icePGeP/991G7dm3l9qSkJISFheHs2bO4ePEiRowYATs7Ow1GXPXVqlULrVq1gqOjIwCge/fuCA8PZxJWSUlE/rdaKX3yySewsLDA3LlzyyumKi85ORmmpqZISkqCiYmJpsOp8jIyMnD+/HmcP38eSUlJkEqlqF27Nry9veHq6qqSkL16+sLCwgI7duzAL7/8goMHDyIuLg42Njb47rvvMGDAAA32iKqq9PR03LlzB0II1KtXD4aGhirbc3Jy0LhxY8jlcpiamsLT0xOnT5+ukReG5OTkICgoCAkJCRg+fDgcHByKrPvy5Uts2rQJ8fHxGD9+POcxFSM3Nxe3bt1CRkYGnJycCry2cnJy0Lp1axw9ehSmpqbo3bs3Jk6ciJ49e2oo4qqlor+/y5yE5ebmomfPnkhPT0fTpk2ho6Ojsn358uVqDbAqYhKmPo8ePcLmzZuRnZ2NZs2aoVatWsjJycH169fx8OFDODk5YciQIdDT09N0qFSNJSUlYfny5Vi1apXyakdTU1NMmjQJs2fPVvki/Ouvv/Dxxx8jLy8Pn3zyCSZMmKCpsDXq77//xuXLlzFmzJhiE7B8GRkZ+PXXXyGVSjFx4kRoaWlVQJRVR05ODtasWYPly5fj7t27AAAdHR0MGzYM//rXv9CgQQNl3f379+OTTz6BEAJdu3bl93IZVPok7D//+Q8+++wzuLq6wtbWtsDE/KNHj6o9yKqGSZh6vHjxAr/++ivs7OzQv39/GBkZqWyPiorC9u3bYW9vj+HDh/MUOZWLxMREdO7cGTdv3sTYsWMxaNAgSCQS7N69G7/88gtq1aqF48ePw9raWtOhVhppaWlYvnw5unTpgnbt2pV6v6dPn2Lt2rUYNGgQGjVqVI4RVi15eXkYOnQoduzYgf79+2Ps2LEwNzeHXC7HDz/8gJcvX+LIkSNo0aKFpkOt8ir8+1uUkZmZmQgKCirrblXOjz/+KOrUqSNkMplo06aNOHPmTKn3TUpKEgBEUlJSOUZY/f3+++9i5cqVIiMjo8g69+7dEwsXLhSXLl2quMCoRhkwYIAwMzMTERERBbbdvHlT2NjYCH9/fw1EVnmFhoaKxYsXi7S0tDLv+8svv4gtW7aUQ1RV19KlS4VEIhF//PFHgW2JiYnC09NTODk5vdHPm1RV9Pd3mYcOZDIZ2rdvr/5ssBLZtm0bZs6ciQULFuDixYto3rw5/P39ERsbq+nQaozk5GTcuXMH7dq1K3ahQRcXF7i4uCA8PLzigqMa4+HDh9i5cyeWLl2KZs2aFdjesGFDfP/99zh48CAiIyM1EGHlFB4eDldXVxgYGJR5Xw8PD9y6dQupqanlEFnVk5ubixUrVmD8+PHo27dvge2mpqbYvHkzHj58iN27d2sgQnobZU7Cpk+fjpUrV5ZHLJXG8uXLMX78eIwZMwZubm5YvXo1DAwMsH79ek2HVmNcu3YN2tracHd3L7Fu8+bN8eDBA6SkpFRAZFSTbN68Gfr6+sUutvr+++/D3Nwcv//+ewVGVnllZWXh2bNncHV1faP9XV1dIYTA06dP1RxZ1RQSEoInT55g3LhxRdZp2LAhOnbsiN9++60CIyN1KPMSFWfPnsXRo0exZ88euLu7F5iYv2vXLrUFpwlZWVm4cOEC5s2bpyyTSqXw8/NDaGhooftkZmYiMzNT+Tw5Obnc46zuUlJSYGpqWqrbbeTf1zQlJaXAOkNEb+Pu3btwd3cv9nWlp6eHli1b4s6dOxUYWeWVkZEBAG80Cvbqfvnt1HR37tyBVCpFq1atiq3Xtm1b/PHHHxUUFalLmZMwMzOzQodEq4sXL14gNzcXtra2KuW2tra4ceNGofssWbIEixYtqojwagyJRKJcE6wkgmuHUTmRSqXIyckpsV5OTg6v5vuf/AtkSvv+fR3fz6qkUimEEMjLyyv2NcbXYNVU5iQsKCioPOKo0ubNm4eZM2cqnycnJysXyqM3Y25ujoSEBKSmpha4KvJ1jx8/hkQigampaQVFRzVF06ZNsX79esTGxipHXF+XlJSEs2fPYv78+RUcXeWUv1zMm04PyN+Py84oNGvWDEIIhISEwM/Pr8h6R44cQdOmTSswMlIHXtP/GisrK2hpaeHZs2cq5c+ePStyJWeZTAYTExOVB70dd3d3SKVSXLlypcS64eHhaNiw4Ruf/iAqypAhQyCVSvHrr78WWWfjxo3IzMzEiBEjKjCyyktbWxt16tTB9evX32j//BtQOzk5qTmyqsnLywuurq74+eefi6wTGhqKiIgIjB49uuICI7UoVRLWsmVLJCQklLrRd955p8retFZXVxeenp44cuSIsiwvLw9HjhzhjWMrkL6+Pho3boxTp04VO8cuIiIC0dHRXB+HyoWlpSUmTZqEhQsXYu/evQW2h4SEYM6cORg1apTK7XhquubNm+PevXtISkoq035CCERERMDNza1U80FrAolEgn//+9/YtWsXli5dWuA07927dzF48GC0bNkSAQEBGoqS3lSpTkeGh4cjIiKi1LeSCA8PV5moXtXMnDkTo0aNUt5U9vvvv0daWhrGjBmj6dBqlICAAKxZswYbNmwocM+5nJwcXLp0CQcOHICHhwcaNmyowUipOlu2bBnu37+Pnj174t1338XAgQMhlUqxa9cu7N27F35+fli1apWmw6xU3N3dsX//fpw9e7ZM9yy8c+cO4uPjeYud14wYMQK3bt3C3LlzsXnzZowdOxZmZmY4duwYfv/9dzg5OeHPP/+EtnaZZxiRhpVqxXypVFqmidISiQS3b99G3bp13zpATfnxxx+xbNkyxMTEwMPDAytWrICXl1ep9uWK+eqTkJCAzZs348WLF3B0dFTetujGjRtITU1FixYt0LNnT66WT+UqJycHO3fuxDfffIMLFy4AUMwXmzVrFoYMGQJdXV0NR1j5HDt2DHK5HIMHDy7VchUJCQn49ddfYWtrixEjRnBifiFCQkLwzTffYP/+/RBCoFatWpg2bRomTJgAMzMzTYdXLVTK2xY9ePCgzA3Xrl27xl6pwSRMvYQQuHnzJs6fP4/ExERoa2ujVq1aaNu2LW8VQxUuOzsbQggmXiUQQmDHjh24desWevfujSZNmhSZWMXExGDLli3Q0tLCuHHjOL+zBLm5ucjOzubFC+WgUiZhVDZMwoiIFMnC7t27ce3aNdjY2MDb21u5vmReXh4ePHiA06dP486dO7C2tsaIESO41h9pFJOwaoBJGBGRghACDx48QGhoKG7dugVAcQVl/vprtra28Pb2RpMmTWrs2ROqPCr6+5uz+IiIqNxIJBI4OzvD2dkZz58/x9OnT5GRkQEdHR1YWlrCycmJ87+oxmISRkREFcLa2przOIlewUvKiIiIiDSgzEnYqFGjcPz48fKIhYiIiKjGKHMSlpSUBD8/PzRo0ABffvlllV0Zn4iIiEiTypyE/fnnn3jy5AkmT56Mbdu2wdnZGd26dcPOnTuRnZ1dHjESERERVTtvNCfM2toaM2fOREREBM6cOYP69etjxIgRcHBwwEcffYTbt2+rO04iIiKiauWtJuZHR0fj0KFDOHToELS0tNC9e3dcuXIFbm5u+O6779QVIxEREVG1U+YkLDs7G3/88Qd69uyJOnXqYMeOHZgxYwaePn2KDRs24PDhw9i+fTsWL15cHvESERERVQtlXifM3t4eeXl5GDJkCM6ePQsPD48CdXx9fXkzUSIiIqJilDkJ++677zBgwIBibxxqZmaGqKiotwqMiIiIqDorcxI2YsSI8oiDiIiIqEbhivlEREREGsAkjIiIiEgDmIQRERERaQCTMCIiIiINYBJGREREpAFMwoiIiIg0gEkYERERkQYwCSMiIiLSACZhRERERBrAJIyIiIhIA5iEEREREWkAkzAiKncvX75EnTp18PHHH2s6FCKiSoNJGBGVuy+++AJt27bVdBhERJUKkzAiKle3b9/GjRs30K1bN02HQkRUqTAJI6Jy9fHHH2PJkiWaDoOIqNJhEkZE5ea///0vGjZsiIYNG2o6FCKiSkdb0wEQUfUVFhaGrVu3YseOHUhNTUV2djZMTEzw2WefaTo0IiKNkwghhKaDqG6Sk5NhamqKpKQkmJiYaDocokohODgYV69exTfffKPpUIiIClXR398cCSOiIr148QIbN27EiRMncO7cOcTFxUFLSwsuLi7w9vZGQEAAevfuDS0tLU2HSkRU5XAkrBxwJIyquqSkJHz66adYt24dhBBo164d2rRpA3t7e+Tk5ODmzZs4ffo0rl69irp162LBggUYMWIEJBKJpkMnInpjHAkjIo06e/YsBg8ejLi4OMybNw+TJ0+GlZVVoXUvXLiApUuXYtSoUdi3bx9++eUXmJqaVnDERERVE6+OJCIluVyOTp06wdraGuHh4Zg/f36RCRgAeHp6Yvv27di2bRv279+PLl26ICkpqQIjJiKqupiEEREAIDIyEr1790aHDh1w7NgxuLi4lHrfgQMH4vjx47h79y769++P3NzccoyUiKh6YBJGRMjLy8O4ceNgb2+PP/74A3p6emVuo3nz5vjjjz9w+PBhrFmzphyiJCKqXpiEERE2bNiA06dPY/Xq1TA2Nn7jdjp37oxx48Zh3rx5iI2NVWOERETVD5MwohpOCIFly5ahb9++8PHxeev2lixZgqysLKxbt+7tgyMiqsaYhBHVcGfPnkVkZCQmTpyolvasrKzQr18/BAUFgSvgEBEVjUkYUQ33999/w9raGl26dFFbm0OHDsXt27dx8+ZNtbVJRFTdMAkjquEiIiLg6emp1lXvW7duDQC4fPmy2tokIqpumIQR1XDXrl1DkyZN1NqmlZUV7O3tcfXqVbW2S0RUnTAJI6rhkpOTYWFhofZ2zc3NkZKSovZ2iYiqCyZhRDWclpZWuSyumpubyxt7ExEVg0kYUQ1na2uLx48fq7XNvLw8PHnyBDY2Nmptl4ioOmESRlTDNWvWTO0T6KOiopCamormzZurtV0iouqESRhRDdeqVStcvHhRrTfelsvlkEgkaNGihdraJCKqbpiEEdVwAwcORHZ2NrZt26a2NoODg+Hn58fTkURExWASRlTDOTg4ICAgACtWrEBOTs5bt3fu3DmcPHkSY8aMUUN0RETVF5MwIsLixYsRGRmJlStXvlU7ubm5mDx5Mjw8PDBgwAA1RUdEVD0xCSMieHp64oMPPsCnn36KixcvvnE7ixYtwoULF/Dzzz9DW1tbjRESEVU/TMKICACwdOlSuLu7IyAgoMxXSwoh8M033+Dzzz/HkiVL0LZt23KKkoio+mASRkQAAAMDA+zbtw+1atWCl5cXfvnlFwghStwvMTERgwYNwuzZszF37lzMmTOnAqIlIqr6mIQRkZKVlRVOnTqFUaNGYdKkSWjevDk2bNiAuLg4lXpCCNy4cQPz5s2Di4sL/vnnH2zfvh1LliyBRCLRUPRERFWLRJTmT10qk+TkZJiamiIpKQkmJiaaDofojcjlcnz99dfYv38/AKB+/fqwt7dHTk4Obty4gYSEBBgbG2PixImYMWMGatWqpeGIiYjeTkV/f1erkTBnZ2dIJBKVx1dffaVS5/Lly+jQoQP09PTg6OiIr7/+ukA7O3bsQKNGjaCnp4emTZti3759FdUFokrDx8cH+/btQ1RUFDZt2oQePXrA2dkZrq6umD59Og4ePIgnT55g2bJlTMCIiN5Atbt8afHixRg/frzyubGxsfL/ycnJ6Nq1K/z8/LB69WpcuXIFgYGBMDMzw4QJEwAAp0+fxpAhQ7BkyRL07NkTmzdvRp8+fXDx4kU0adKkwvtDpGnOzs5wdnbG0KFDNR0KEVG1Uu2SMGNjY9jZ2RW6bdOmTcjKysL69euhq6sLd3d3hIeHY/ny5cok7IcffkBAQABmz54NAPj8889x6NAh/Pjjj1i9enWF9YOIiIiqt2p1OhIAvvrqK1haWqJFixZYtmyZygrgoaGh6NixI3R1dZVl/v7+uHnzJhISEpR1/Pz8VNr09/dHaGhokcfMzMxEcnKyyoOIiIioONVqJGzatGlo2bIlLCwscPr0acybNw/R0dFYvnw5ACAmJgYuLi4q+9ja2iq3mZubIyYmRln2ap2YmJgij7tkyRIsWrRIzb0hIiKi6qzSj4TNnTu3wGT71x83btwAAMycORM+Pj5o1qwZJk2ahG+//RYrV65EZmZmucY4b948JCUlKR+PHj0q1+MRERFR1VfpR8JmzZqF0aNHF1unbt26hZZ7eXkhJycH9+/fh6urK+zs7PDs2TOVOvnP8+eRFVWnqHlmACCTySCTyUrqChGRWjg7O8PExARSqRTm5uYICQnRdEhE9AYqfRJmbW0Na2vrN9o3PDwcUqkUNjY2AABvb2/8+9//RnZ2NnR0dAAAhw4dgqurK8zNzZV1jhw5ghkzZijbOXToELy9vd+uI0REanT69GkYGRlpOgwieguV/nRkaYWGhuL7779HREQE7t27h02bNuGjjz7C8OHDlQnW0KFDoauri7Fjx+LatWvYtm0bfvjhB8ycOVPZzvTp03HgwAF8++23uHHjBhYuXIjz589j6tSpmuoaERERVUPVZsX8ixcv4oMPPsCNGzeQmZkJFxcXjBgxAjNnzlQ5VXj58mVMmTIF586dg5WVFT788MMC97rbsWMHPv30U9y/fx8NGjTA119/je7du5c6Fq6YT0TlycXFBRYWFpBKpZgxYwaGDRum6ZCIqoWK/v6uNklYZcIkjIjK05MnT1CrVi1ER0fDz88PW7ZsQbNmzTQdFlGVx9sWERFRsfJvE2Vvb4/u3bvj4sWLGo6IiN4EkzAiokpGCIGiTlKkpaUhJSUFAJCamoqjR4/C3d29IsMjIjWp9FdHEhHVBFlZWQgPD8fZs2cRHx8PQLFkTtu2beHu7g4tLS0AiiVz3n//fQBAbm4uxo8fj9atW2ssbiJ6c5wTVg44J4yIyuL58+f47bffkJqaCjc3N7i4uCAvLw+3bt3CnTt3YGNjg+HDh8PY2FjToRJVa5yYXw0wCSOi0kpNTcWaNWugr6+PwYMHK5fUyRcdHY0tW7bAwMAAgYGBKve+JSL14sR8IqIa5OjRo8jLy1NZ0/BV9vb2GDZsGOLi4hAWFqaBCImovDAJIyLSkKysLFy7dg2tWrUq9lSjra0t3N3dERERUeSEfSKqepiEERFpyO3bt5GVlQUPD48S6zZv3hzx8fGIjo4u/8CIqEIwCSMi0pDk5GTo6OjAzMysxLr598BNTk4u56iIqKIwCSMi0hCJRFLq04t5eXkAAKmUH9tE1QXfzUREGmJhYYGcnBw8e/asxLpPnjwBgEIn7xNR1cQkjIhIQ+rVqwcDAwOEh4eXWDc8PBz29vawtrYu/8CIqEIwCSMi0hAtLS00b94cFy5cQGxsbJH17t69i1u3bqFFixYVGB0RlTcmYUREGuTj4wMLCwv89ttvuHv3rsocsby8PFy5cgXbtm1DvXr14OnpqcFI6U28//77MDc3R//+/ZVlPj4+aNSoETw8PODh4YH09HQNRkiaxHtHEhFpkK6uLkaMGIGtW7fi999/h62tLZydnSGEwO3bt5GQkABXV1f069ePk/KroOnTpyMwMBAbNmxQKd+5cyeaNGmioaiosmASRkSkYYaGhggMDERUVBTOnj2Lu3fvQiqVonbt2ujfvz8cHBw0HSK9IR8fH8jlck2HQZUUkzAiNXj//fchl8vRpUsX7Ny5Ey9fvkS/fv0QFRUFLS0tTJo0CR9++KGmw6RKTCKRoG7duqhbt66mQ6EKMHToUGhpaWHEiBGYOXOmpsMhDeHYNpEaTJ8+HRs3blQpmzt3Lm7cuIEzZ85g1apVuHPnjoaiI6LKZNOmTbh8+TLkcjn++9//Yu/evZoOiTSESRiRGvj4+Kjc+8/AwACdOnUCABgZGcHV1ZW3myEiAECtWrUAAKamphg4cCDOnTun4YhIU5iEEZWzR48e4fLly2jZsqWmQyEiNXie9hwnH57E/tv7cfrRaSRlJJV635ycHLx48QKA4gbu+/fvh7u7e3mFSpUc54QRlaPMzEwMGjQIy5Ytg6GhoabDIaK3EPk8Et+GfovfLv+GrNwsZbmRrhHGtxyP6V7TUcesjso+fn5+iIiIQFpaGmrXro1t27Zh2rRpyM7ORm5uLnr16qWyfAXVLEzCiMqJEAIjR45E9+7d+SFLVIUJIfDJoU/wTeg3cDB2wOe+n6Nnw54wkZkgPj0e269tx0/nfsKKMyvwTddvMKPtDOW+hw8fLtDehQsXKjB6qsyYhBGVIDc3F3K5HE+fPoWJiQn8/PxKNao1b948GBgY4NNPP62AKImovHz8z8dYHrYcS/2WYkbbGdDV0lVuq21SG81sm2HuO3OxIGQBPjr4ESSQYHrb6RqMmKoKJmFExfj999+xaNEilSsbLSws8OGHH+LTTz+FtrbiLfT6KYctW7Zg6dKlcHNzg4eHBwBg6dKl8Pf310Q3iOgNbb6yGcvDlmNFwAp86FX0MjNGukb4pus3kEqkmPnPTDS3aw4fZ5+KC5SqJIl49R4ZpBbJyckwNTVFUlISTExMNB0OvaHvv/8eH330Efr06YM5c+bAw8MDjx8/xo8//ohVq1ahb9++2LJlC1cxJ6qmhBBotKoR3K3d8cfAPyCRSErcJzcvF97rvGGmZ4Z/RvxTAVGSOlX09ze/PYgKER4ejlmzZuHjjz/Grl270LZtW+jp6aF+/fr4/vvvsW3bNmzfvh2//vqrpkMlonIS9jgMt+JuYUrrKaVKwABAS6qFSa0m4fC9w3iU9KicI6SqjkkYUSHWrl0LOzs7LFmypNAP3759+6JPnz5YvXq1BqIjoooQFB4EJ1Mn+Lr4lmm/AW4DoK+jj40RG0uuTDUakzCiQmzduhXDhw9XzvkqzOjRo3Hp0iXcunWrAiMjoopy/ul5BNQLgFRStq9KY5kxOtbpiPPR58spMqoumIQRvSYzMxPx8fFwc3Mrtl7+9qdPn1ZEWERUwZIyk2Cub/5G+5rrmZdpEVeqmZiEEb1GR0cHEokEaWlpxdbL366rq1tsPSKqmmRaMpVFWcsiMzcTMm2ZmiOi6oZJGNFrpFIp2rZti7///rvYen/99RcMDQ3RrFmzCoqMiCqSnZEdbsbdLPN+QgjcirsFW0PbcoiKqhMmYUSFGDNmDP755x9cuXKl0O3Jycn49ddfMXDgQBgZGVVwdERUEfq79cfBOwfxLPVZmfYLjwnH1dirGOA2oJwio+qCSRhRIYYNGwZ3d3f07NkTERERKttiYmLQp08fJCUlYd68eRqKkIjK25AmQ6Al1cLvl38v035B4UGwM7KDf30uzkzFYxJGVAgDAwPs27cPBgYG8PDwQEBAAObOnYvhw4ejTp06uHjxIvbs2YMGDRpoOlQiKifm+ubo17gflp1ehifJT0q1z5VnV7Du0jqMbj4a2lLelIaKxxXzywFXzK8+srKysG3bNqxZs0Z578hBgwZh4sSJMDd/s6umiKjqiE2LhecaT1jqW+LQiEOwNrQusu7d+LvovLEzzPXMcXrsaRjoGFRgpKQOFf39zSSsHDAJIyKqPq7GXoXfRj/ItGX4pN0nGNNijEqClZCegNXnV2N52HKY65nj6KijqG1SW4MR05tiElYNMAkjIqpe7sTfwfyQ+dh+bTvM9czRpW4XGOsaIyEjAQfvHEROXg5GNh+Jxb6LYWdkp+lw6Q0xCasGmIQREVVP9xPvY8WZFbj87DJSslJgKjNF29ptMaX1FNgacUmKqo5JWDXAJIyIiKjqqejvb14dSURERKQBTMKIiIiINIBJGBEREZEGMAkjIiIi0gAmYUREREQawCSMiIiISAOYhBERERFpAJMwIiIiIg1gEkZERESkAUzCiIiIiDSASRgRERGRBjAJIyIiItIAJmFEREREGsAkjIiIiEgDmIQRERERaQCTMCIiIiINYBJGREREpAFVJgn74osv0K5dOxgYGMDMzKzQOg8fPkSPHj1gYGAAGxsbzJ49Gzk5OSp15HI5WrZsCZlMhvr16yM4OLhAO6tWrYKzszP09PTg5eWFs2fPlkOPiIiIqCarMklYVlYWBgwYgMmTJxe6PTc3Fz169EBWVhZOnz6NDRs2IDg4GJ999pmyTlRUFHr06AFfX1+Eh4djxowZGDduHA4ePKiss23bNsycORMLFizAxYsX0bx5c/j7+yM2Nrbc+0hEREQ1h0QIITQdRFkEBwdjxowZSExMVCnfv38/evbsiadPn8LW1hYAsHr1asyZMwfPnz+Hrq4u5syZg7179+Lq1avK/QYPHozExEQcOHAAAODl5YXWrVvjxx9/BADk5eXB0dERH374IebOnVuqGJOTk2FqaoqkpCSYmJiooddERERU3ir6+7vKjISVJDQ0FE2bNlUmYADg7++P5ORkXLt2TVnHz89PZT9/f3+EhoYCUIy2XbhwQaWOVCqFn5+fsg4RERGROmhrOgB1iYmJUUnAACifx8TEFFsnOTkZ6enpSEhIQG5ubqF1bty4UeSxMzMzkZmZqXyenJz8Vn0hIiKi6k+jI2Fz586FRCIp9lFc8lNZLFmyBKampsqHo6OjpkMiIiKiSk6jI2GzZs3C6NGji61Tt27dUrVlZ2dX4CrGZ8+eKbfl/5tf9modExMT6OvrQ0tLC1paWoXWyW+jMPPmzcPMmTOVz5OTk5mIERERUbE0moRZW1vD2tpaLW15e3vjiy++QGxsLGxsbAAAhw4dgomJCdzc3JR19u3bp7LfoUOH4O3tDQDQ1dWFp6cnjhw5gj59+gBQTMw/cuQIpk6dWuSxZTIZZDKZWvpBRERENUOVmZj/8OFDhIeH4+HDh8jNzUV4eDjCw8ORmpoKAOjatSvc3NwwYsQIRERE4ODBg/j0008xZcoUZYI0adIk3Lt3D5988glu3LiBn376Cdu3b8dHH32kPM7MmTOxdu1abNiwAZGRkZg8eTLS0tIwZswYjfSbiIiIqilRRYwaNUoAKPAICQlR1rl//77o1q2b0NfXF1ZWVmLWrFkiOztbpZ2QkBDh4eEhdHV1Rd26dUVQUFCBY61cuVI4OTkJXV1d0aZNGxEWFlamWJOSkgQAkZSU9CZdJSIiIg2o6O/vKrdOWFXAdcKIiIiqHq4TRkRERFQDMAkjIiIi0gAmYUREREQawCSMiIiISAOYhBERERFpAJMwIiIiIg1gEkZERKXy/vvvw9zcHP3791cpz8vLg5eXV4FyIioekzAiIiqV6dOnY+PGjQXK161bB2dn54oPiKiKYxJGRESl4uPjA2NjY5Wy+Ph4bN26FRMmTNBQVERVF5MwIqpUCjvl1bFjRzRv3hxubm5YvHixBqOj1/373//G/PnzoaWlpelQiKocJmFEVKkUdsprz549iIiIwOXLl7Fv3z5cunRJQ9HRqy5duoSEhAT4+PhoOhSiKolJGBFVKoWd8sq/h1t2djays7MhkUg0ERq9JiwsDCdOnICzszMGDx6M/fv387QkURkwCSOiKqFdu3awsbGBn58fPDw8NB0OAZg8eTKePHmC+/fvY+vWrejWrRvWrFmj6bCIqgxtTQdARFQap0+fRkpKCvr374+rV6+iSZMmmg6pasnIAHbtAo4fB86dA+LiAKkUcHYG2rYFAgKADh2AYkYZ/fz8EBERgbS0NNSuXRs7duyAt7d3xfWBqJphEkZEVYaxsTG6dOmCAwcOMAkrraws4JtvgB9+AGJjAXd3wMsLsLMDcnOBW7eAoCBgyRLA0xNYuBDo2bPQpg4fPlzkYXx8fDg3jKiMmIQRUaWWlJSErKwsWFtbIzMzEwcPHsRHH32k6bCqhtu3gSFDgMuXgfHjgY8+AurXL1hPCODQIeCrr4BevYDJk4FvvwX09Ss+ZqIahEkYEZWrtLQ0XL58GcnJycjJyYG+vj7q1asHJyenQifYv37Ka9OmTZg1axaysrKQl5eHgQMHomcRIzX0ivBwoHNnwNISCA1VjHIVRSIBunYF3n0XWLMGmDEDuHYN2LcPMDSsqIiJahyJEEJoOojqJjk5GaampkhKSlJe1UVU08TFxeH06dOIiIiARCKBmZkZtLW1kZqaitTUVDg4OKBdu3Zo3LgxpFJeI6RWjx4BbdoAtWoBhw8DZmZl2//0aUVS5uenmEfG3w/VEBX9/c2RMCJSu1u3bmH79u3Q09NDp06d0KpVK+j/79SWEAJ37txBaGgodu7cicaNG6Nfv35c7FNdhAAmTQK0tIC9e8uegAFAu3bA1q2KU5PBwUBgoLqjJCJwJKxccCSMarKoqCj8/vvvcHV1Rd++faGtXfTfejdu3FAmYn379uX6X+rw55/A++8rRrDef//t2hoxAti/XzF538JCLeERVWYV/f3NMWYiUpvU1FTs3LkTzs7O6N+/f7EJGAA0atQIffv2xdWrV3HmzJkKirKaW7JEMResT5+3b2vZMiAtDfj117dvi4gKYBJGRGpz6dIlZGVloW/fvqWe5+Xm5gYPDw+cPn0aeXl55RxhNXf9OnD2rOLqRnWMKtrZKUbTgoMVpzmJSK2YhBGRWgghEB4eDjc3NxiW8Yo6T09PpKSk4N69e+UUXQ3x55+AiYliLpe6DB8OREYCN2+qr00iAsAkjIjU5PHjx4iPj3+jWwrVqlULVlZWiIiIUH9gNUl4ONCiBSCTqa9NLy/Fv/zdEKkdkzAiUouHDx9CV1cXzs7OZd5XIpHA1dUVDx8+VH9gNcnVq0DTpupt09JSsdTFlSvqbZeImIQRkXpkZGRAX1//ja9wNDAwQEZGhpqjqmESEwErK/W3a2mpaJuI1IpJGBGphVQqxduseCOE4KKtb6u8lvgQggu2EpUDvquISC309PTw8uVL5ObmvtH+KSkp0NPTU3NUNYyVFfD0qXrbFAKIji6fETaiGo5JGBGpRb169ZCTk4Nbt26Ved+8vDxERkaiXr165RBZDdKsmeJm3eoUHQ28eKFom4jUikkYEamFjY0NHBwcEB4eXuZ9o6KikJyc/EZXVtIrWrZUXCGZkqK+Nk+eVPzbooX62iQiAEzCiEiNPDw8cPv2bcTFxZV6HyEEzp49CysrK9SqVasco6sB+vcHMjOB7dvV1+aGDUDbtkCdOuprk4gAMAkjIjVq1qwZzM3NsX379lJf6Xj69GncunULvr6+vHfk23J0BPz8gB9/BN5wbp6KmzeBAweA0aPfvi0iKoBJGBGpjUwmw+DBg5GcnIzffvsNSUlJRdbNzc3FyZMncfjwYbzzzjtwc3OrwEirsUWLFKck16x5u3aEAKZOBZydgZEj1REZEb1GIt7mmnIqVEXfhZ2osomJicHvv/+O9PR0NGnSBG3btoWdnR0kEgnS09MRHh6OsLAwJCcn45133kHnzp05CqZO48YBO3YAYWFA48Zv1saqVYokbO9eoHt39cZHVElV9Pc3k7BywCSMCMjMzMSlS5cQFhamHBHT0tJCbm4upFIpmjZtCm9vb9ja2mo40mooORlo3x5ISgJCQoCyXnW6eTMwYgTw4YfA99+XS4hElRGTsGqASRjR/8vLy8Pdu3eRnJyMnJwc6Ovrw9nZme+N8vbkCeDjAzx/DqxdCwwYUPI+mZnAnDnADz8oTkGuXw9oaZV7qESVRUV/f2uX+xGIqEaTSqVo0KCBpsOoeWrVAs6dAyZMAAYOBHx9gVmzgHffBXR1VevGxwO//QZ8951iXbAfflCMgvEUMVG5YhJGRFRdmZkB27YBgwcDS5cCPXsCMpliPTF7e8UVlDdvAjduANrainpz5wLu7pqOnKhG4OnIcsDTkURU6QgBXLoEnDgBnD0LxMUpTjXWqQN4ewOdOytGz4hqMJ6OJCIi9ZNIFCNgLVtqOhIi+h+uE0ZERESkAUzCiIiIiDSApyPLQf40u+TkZA1HQkRERKWV/71dUdPlmYSVg/ybFzs6Omo4EiIiIiqruLg4mJqalvtxmISVAwsLCwDAw4cPK+SXWFkkJyfD0dERjx49qlFXhbLf7HdNwH6z3zVBUlISnJyclN/j5Y1JWDmQShVT7UxNTWvUizefiYkJ+12DsN81C/tds9TUfud/j5f7cSrkKERERESkgkkYERERkQYwCSsHMpkMCxYsgEwm03QoFYr9Zr9rAvab/a4J2O+K6TdvW0RERESkARwJIyIiItIAJmFEREREGsAkjIiIiEgDmIQRERERaQCTsFK6f/8+xo4dCxcXF+jr66NevXpYsGABsrKyVOpdvnwZHTp0gJ6eHhwdHfH1118XaGvHjh1o1KgR9PT00LRpU+zbt09luxACn332Gezt7aGvrw8/Pz/cvn27XPtXnC+++ALt2rWDgYEBzMzMCq0jkUgKPLZu3apSRy6Xo2XLlpDJZKhfvz6Cg4MLtLNq1So4OztDT08PXl5eOHv2bDn0qHRK0++HDx+iR48eMDAwgI2NDWbPno2cnByVOlWt34VxdnYu8Pv96quvVOqo47VfFVT231VZLFy4sMDvtVGjRsrtGRkZmDJlCiwtLWFkZIR+/frh2bNnKm2U5j2gacePH0evXr3g4OAAiUSCP//8U2V7aT5z4+PjMWzYMJiYmMDMzAxjx45FamqqSp3SvAcqUkn9Hj16dIHff0BAgEqdqtjvJUuWoHXr1jA2NoaNjQ369OmDmzdvqtRR12u7NJ/vxRJUKvv37xejR48WBw8eFHfv3hX//e9/hY2NjZg1a5ayTlJSkrC1tRXDhg0TV69eFVu2bBH6+vril19+UdY5deqU0NLSEl9//bW4fv26+PTTT4WOjo64cuWKss5XX30lTE1NxZ9//ikiIiLEe++9J1xcXER6enqF9jnfZ599JpYvXy5mzpwpTE1NC60DQAQFBYno6Gjl49V47927JwwMDMTMmTPF9evXxcqVK4WWlpY4cOCAss7WrVuFrq6uWL9+vbh27ZoYP368MDMzE8+ePSvvLhaqpH7n5OSIJk2aCD8/P3Hp0iWxb98+YWVlJebNm6esUxX7XZg6deqIxYsXq/x+U1NTldvV9dqv7KrC76osFixYINzd3VV+r8+fP1dunzRpknB0dBRHjhwR58+fF23bthXt2rVTbi/Ne6Ay2Ldvn/j3v/8tdu3aJQCI3bt3q2wvzWduQECAaN68uQgLCxMnTpwQ9evXF0OGDFFuL817oKKV1O9Ro0aJgIAAld9/fHy8Sp2q2G9/f38RFBQkrl69KsLDw0X37t2Fk5OTymeWOl7bpfl8LwmTsLfw9ddfCxcXF+Xzn376SZibm4vMzExl2Zw5c4Srq6vy+cCBA0WPHj1U2vHy8hITJ04UQgiRl5cn7OzsxLJly5TbExMThUwmE1u2bCmvrpRKUFBQsUnY62/wV33yySfC3d1dpWzQoEHC399f+bxNmzZiypQpyue5ubnCwcFBLFmy5K3ifltF9Xvfvn1CKpWKmJgYZdnPP/8sTExMlK+BqtzvV9WpU0d89913RW5Xx2u/KqgKv6uyWLBggWjevHmh2xITE4WOjo7YsWOHsiwyMlIAEKGhoUKI0r0HKpvXP6tK85l7/fp1AUCcO3dOWWf//v1CIpGIJ0+eCCFK9x7QpKKSsN69exe5T3XotxBCxMbGCgDi2LFjQgj1vbZL8/leEp6OfAtJSUkqN/kMDQ1Fx44doaurqyzz9/fHzZs3kZCQoKzj5+en0o6/vz9CQ0MBAFFRUYiJiVGpY2pqCi8vL2WdymrKlCmwsrJCmzZtsH79eohXlqArqd9ZWVm4cOGCSh2pVAo/P79K2+/Q0FA0bdoUtra2yjJ/f38kJyfj2rVryjrVpd9fffUVLC0t0aJFCyxbtkxlWF4dr/3Krir9rsri9u3bcHBwQN26dTFs2DA8fPgQAHDhwgVkZ2er9LdRo0ZwcnJS9rc074HKrjSfuaGhoTAzM0OrVq2Udfz8/CCVSnHmzBllnZLeA5WRXC6HjY0NXF1dMXnyZMTFxSm3VZd+JyUlAYDy+1pdr211fKbxBt5v6M6dO1i5ciW++eYbZVlMTAxcXFxU6uX/AmNiYmBubo6YmBiVX2p+nZiYGGW9V/crrE5ltHjxYnTu3BkGBgb4559/8MEHHyA1NRXTpk0DgCL7nZycjPT0dCQkJCA3N7fQOjdu3KiwfpRFUX3K31ZcnarW72nTpqFly5awsLDA6dOnMW/ePERHR2P58uUA1PPar+xevHhRJX5XZeHl5YXg4GC4uroiOjoaixYtQocOHXD16lXExMRAV1e3wHzI1z+vSnoPVHal+cyNiYmBjY2NynZtbW1YWFio1CnpPVDZBAQEoG/fvnBxccHdu3fxr3/9C926dUNoaCi0tLSqRb/z8vIwY8YMtG/fHk2aNFHGpY7Xdkmf7/r6+iXGV+OTsLlz52Lp0qXF1omMjFSZrPrkyRMEBARgwIABGD9+fHmHWC7epN/FmT9/vvL/LVq0QFpaGpYtW6ZMwioLdfe7KivLz2LmzJnKsmbNmkFXVxcTJ07EkiVLatxtTaqTbt26Kf/frFkzeHl5oU6dOti+fXupvkCoahs8eLDy/02bNkWzZs1Qr149yOVydOnSRYORqc+UKVNw9epVnDx5UtOhFKrGJ2GzZs3C6NGji61Tt25d5f+fPn0KX19ftGvXDmvWrFGpZ2dnV+DqivzndnZ2xdZ5dXt+mb29vUodDw+P0nesBGXtd1l5eXnh888/R2ZmJmQyWZH9NjExgb6+PrS0tKClpVXsz0Yd1NlvOzu7AlfGlfb3XdH9Lszb/Cy8vLyQk5OD+/fvw9XVVS2v/crOyspKY7+rimJmZoaGDRvizp07ePfdd5GVlYXExESVEYPXP69Keg9UdqX5zLWzs0NsbKzKfjk5OYiPjy/x9f3qMSq7unXrwsrKCnfu3EGXLl2qfL+nTp2KPXv24Pjx46hdu7ay3M7OTi2v7ZI+30ujxs8Js7a2RqNGjYp95J/rfvLkCXx8fODp6YmgoCBIpao/Pm9vbxw/fhzZ2dnKskOHDsHV1VU5JOvt7Y0jR46o7Hfo0CF4e3sDAFxcXGBnZ6dSJzk5GWfOnFHWqeh+v4nw8HCYm5srR0lK6reuri48PT1V6uTl5eHIkSOVtt/e3t64cuWKyofUoUOHYGJiAjc3N2WdytDvwrzNzyI8PBxSqVR5qkIdr/3KTpO/q4qSmpqKu3fvwt7eHp6entDR0VHp782bN/Hw4UNlf0vzHqjsSvOZ6+3tjcTERFy4cEFZ5+jRo8jLy4OXl5eyTknvgcru8ePHiIuLUyajVbXfQghMnToVu3fvxtGjRwucLlXXa1stn2lveLFBjfP48WNRv3590aVLF/H48WOVS3rzJSYmCltbWzFixAhx9epVsXXrVmFgYFDgMn1tbW3xzTffiMjISLFgwYJCl6gwMzMT//3vf8Xly5dF7969NbpExYMHD8SlS5fEokWLhJGRkbh06ZK4dOmSSElJEUII8ddff4m1a9eKK1euiNu3b4uffvpJGBgYiM8++0zZRv6lvLNnzxaRkZFi1apVhS7VIJPJRHBwsLh+/bqYMGGCMDMzU7k6pSKV1O/8S5i7du0qwsPDxYEDB4S1tXWhlzBXpX6/7vTp0+K7774T4eHh4u7du+L3338X1tbWYuTIkco66nrtV3aV/XdVVrNmzRJyuVxERUWJU6dOCT8/P2FlZSViY2OFEIrL+J2cnMTRo0fF+fPnhbe3t/D29lbuX5r3QGWQkpKifP8CEMuXLxeXLl0SDx48EEKU7jM3ICBAtGjRQpw5c0acPHlSNGjQQGWphtK8Bypacf1OSUkRH3/8sQgNDRVRUVHi8OHDomXLlqJBgwYiIyND2UZV7PfkyZOFqampkMvlKt/VL1++VNZRx2u7NJ/vJWESVkpBQUECQKGPV0VERIh33nlHyGQyUatWLfHVV18VaGv79u2iYcOGQldXV7i7u4u9e/eqbM/LyxPz588Xtra2QiaTiS5duoibN2+Wa/+KM2rUqEL7HRISIoRQXLLs4eEhjIyMhKGhoWjevLlYvXq1yM3NVWknJCREeHh4CF1dXVG3bl0RFBRU4FgrV64UTk5OQldXV7Rp00aEhYVVQA8LV1K/hRDi/v37olu3bkJfX19YWVmJWbNmiezsbJV2qlq/X3fhwgXh5eUlTE1NhZ6enmjcuLH48ssvVT6ohVDPa78qqMy/q7IaNGiQsLe3F7q6uqJWrVpi0KBB4s6dO8rt6enp4oMPPhDm5ubCwMBAvP/++yp/eApRuveApoWEhBT6Xh41apQQonSfuXFxcWLIkCHCyMhImJiYiDFjxij/IMtXmvdARSqu3y9fvhRdu3YV1tbWQkdHR9SpU0eMHz++wB8UVbHfRX1Xv/rZq67Xdmk+34sj+V/ARERERFSBavycMCIiIiJNYBJGREREpAFMwoiIiIg0gEkYERERkQYwCSMiIiLSACZhRERERBrAJIyIiIhIA5iEEREV4f79+5BIJJBIJGq5d2t+W6/er46Iai4mYUREJTh8+HCBe8S9iejoaHz//fdvHxARVQtMwoiISmBpaQlLS8u3bsfOzg6mpqZqiIiIqgMmYURUIzx//hx2dnb48ssvlWWnT5+Grq5umUe5Ro8ejT59+uDLL7+Era0tzMzMsHjxYuTk5GD27NmwsLBA7dq1ERQUpO5uEFE1oq3pAIiIKoK1tTXWr1+PPn36oGvXrnB1dcWIESMwdepUdOnSpcztHT16FLVr18bx48dx6tQpjB07FqdPn0bHjh1x5swZbNu2DRMnTsS7776L2rVrl0OPiKiq40gYEdUY3bt3x/jx4zFs2DBMmjQJhoaGWLJkyRu1ZWFhgRUrVsDV1RWBgYFwdXXFy5cv8a9//QsNGjTAvHnzoKuri5MnT6q5F0RUXXAkjIhqlG+++QZNmjTBjh07cOHCBchksjdqx93dHVLp//8da2triyZNmiifa2lpwdLSErGxsW8dMxFVTxwJI6Ia5e7du3j69Cny8vJw//79N25HR0dH5blEIim0LC8v742PQUTVG0fCiKjGyMrKwvDhwzFo0CC4urpi3LhxuHLlCmxsbDQdGhHVQBwJI6Ia49///jeSkpKwYsUKzJkzBw0bNkRgYKCmwyKiGopJGBHVCHK5HN9//z1+++03mJiYQCqV4rfffsOJEyfw888/azo8IqqBeDqSiGoEHx8fZGdnq5Q5OzsjKSmpzG0FBwcXKJPL5QXK3mbOGRFVf0zCiIhK0K5dO3h4eOD06dNv1Y6RkRFycnKgp6enpsiIqCpjEkZEVITatWvj9u3bAPDGS1m8Kjw8HIBi+QoiIokQQmg6CCIiIqKahhPziYiIiDSASRgRERGRBjAJIyIiItIAJmFEREREGsAkjIiIiEgDmIQRERERaQCTMCIiIiINYBJGREREpAFMwoiIiIg04P8AXEh1gZwEn+AAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s = IEA37Site(16)\n", "x,y = s.initial_position.T\n", "\n", "plt.figure()\n", "wts.plot_xy(x,y,types=np.arange(len(x))%len(types))\n", "plt.xlim(-2000,2000)\n", "plt.xlabel('x [m]')\n", "plt.ylabel('y [m]')\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Side-view plot**" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#here you can also specify yaw angles for the turbines\n", "plt.figure()\n", "wts.plot_yz(np.array([-600,0,600]), wd=0, types=[0,1,2], yaw=[-30, 10, 90])\n", "plt.ylim(-400,400)\n", "plt.xlim(-800,800)\n", "plt.xlabel('y [m]')\n", "plt.ylabel('z [m]')\n", "plt.legend()" ] } ], "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" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 2 }