{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Version information" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Running date: July 01, 2022\n", "Pyleecan version:1.4.0\n", "SciDataTool version:2.4.9\n" ] } ], "source": [ "%matplotlib notebook\n", "from PySide2.QtWidgets import *\n", "from datetime import date\n", "print(\"Running date:\", date.today().strftime(\"%B %d, %Y\"))\n", "import pyleecan\n", "print(\"Pyleecan version:\" + pyleecan.__version__)\n", "import SciDataTool\n", "print(\"SciDataTool version:\" + SciDataTool.__version__)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# How to compute currents, voltage and torque using the Electrical Module\n", "\n", "This tutorial explains how to use the Electrical Module to compute currents, voltage and torque, using a simple **electrical equivalent circuit**. The idea is to provide insight on how to implement other methods.\n", "\n", "The reference used to validate this tutorial is: Z. Yang, M. Krishnamurthy and I. P. Brown, \"Electromagnetic and vibrational characteristic of IPM over full torque-speed range,\" 2013 International Electric Machines & Drives Conference, Chicago, IL, 2013, pp. 295-302, doi: 10.1109/IEMDC.2013.6556267.\n", "\n", "## Machine and Simulation definition\n", "This tutorial use the machine IPMSM_A (Prius 2004) defined in the \"[How to define a machine](https://pyleecan.org/tuto_Machine.html)\" tutorial. The configuration is similar to the one used in the \"[How to set the Operating Point](https://pyleecan.org/tuto_Operating_point.html)\" tutorial." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "d:\\github\\pyleecan-public\\pyleecan\\Methods\\Machine\\Machine\\plot.py:189: UserWarning: Matplotlib is currently using module://ipykernel.pylab.backend_inline, which is a non-GUI backend, so cannot show the figure.\n", " fig.show()\n" ] }, { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "\n", "# Load the machine\n", "from os.path import join\n", "from pyleecan.Functions.load import load\n", "from pyleecan.definitions import DATA_DIR\n", "\n", "Toyota_Prius = load(join(DATA_DIR, \"Machine\", \"Toyota_Prius.json\"))\n", "Toyota_Prius.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Electrical Equivalent Circuit (EEC)\n", "The electrical module is defined with the object [**EEC_PMSM**](http://pyleecan.org/pyleecan.Classes.EEC_PMSM.html) that correspond to the **electrical equivalent circuit** for synchronous machine from \"Advanced Electrical Drives, analysis, modeling, control\", Rik de doncker, Duco W.J. Pulle, Andre Veltman, Springer edition, is then used for the computation of Ud/Uq or Id/Iq (see schematics hereafter). \n", "\n", "To compute the parameters of the EEC, you must first set a Magnetic model to compute the flux linkage. In this example we use a [**MagFEMM**](http://pyleecan.org/pyleecan.Classes.MagFEMM.html) object to compute the flux linkage and the magnetic inductances using FEMM simulations (with symmetries and number of time steps). For the flux linkage computation, the currents are set to 0 \\[A\\].\n", "\n", "Once the parameter of the EEC are known, the voltage can be computed. The electrical torque is then computed according to the formula: $T_{em}=\\frac{P-RI^2}{\\Omega}$, where $P$ is the magnetic power $P=\\frac{q_s}{2}\\Re(VI^*)$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " <--- --->\n", " -----R-----wsLqIq---- -----R-----wsLdId----\n", " | | | |\n", " | | | BEMF\n", " | | | |\n", " ---------Id---------- ---------Iq----------\n", " \n", " ---> ---> \n", " Ud Uq" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "from pyleecan.Classes.Simu1 import Simu1\n", "from pyleecan.Classes.Electrical import Electrical\n", "from pyleecan.Classes.EEC_PMSM import EEC_PMSM\n", "from pyleecan.Classes.MagFEMM import MagFEMM\n", "\n", "# Initialization of the Simulation\n", "simu = Simu1(name=\"tuto_elec\", machine=Toyota_Prius)\n", "# Definition of the Electrical Equivalent Circuit\n", "eec = EEC_PMSM( # No parameter enforced => compute all\n", " fluxlink=MagFEMM(is_periodicity_a=True, T_mag=60), # Magnetic model to compute fluxlinkage\n", ")\n", "# The Electrical module is defined with the EEC\n", "simu.elec = Electrical(eec=eec)\n", "\n", "# Run only Electrical module\n", "simu.mag = None\n", "simu.force = None\n", "simu.struct = None" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Defining starting point with InputElec or InputCurrent\n", "\n", "The starting point of the simulation is defined with [**InputVoltage**](http://pyleecan.org/pyleecan.Classes.InputVoltage.html) or [**InputCurrent**](http://pyleecan.org/pyleecan.Classes.InputCurrent.html). These objects will create an [**OutElec**](http://pyleecan.org/pyleecan.Classes.OutElec.html) object and initialize it with the provided values for Id/Iq, and/or Ud/Uq. [**InputCurrent**](http://pyleecan.org/pyleecan.Classes.InputCurrent.html) enables to define in several ways the starting point (see \"[How to set the Operating Point](https://pyleecan.org/tuto_Machine.html)\").\n", "\n", "Note that Id/Iq are required to accurately compute the magnetic inductances, so that if only Ud/Uq is provided, a current Id=1A and Iq=1A will be used for the computation of Ld and Lq. A more satisfactory method would be to compute a map of Ld and Lq over Id/Iq with the [**LUTdq**](http://pyleecan.org/pyleecan.Classes.LUTdq.html) object." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(-135.4188051049254, 113.62986941801093)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from pyleecan.Classes.InputCurrent import InputCurrent\n", "from pyleecan.Classes.OPdq import OPdq\n", "from numpy import sqrt, exp, pi\n", "\n", "# Definition of a sinusoidal current\n", "simu.input = InputCurrent()\n", "\n", "I0_rms = 250/sqrt(2) # Maximum current [Arms]\n", "Phi0 = 140*pi/180 # Maximum Torque Per Amp\n", "\n", "simu.input.OP = OPdq(N0 = 2000)\n", "simu.input.OP.set_I0_Phi0(I0_rms, Phi0)\n", "\n", "simu.input.Nt_tot = 50 # Number of time steps\n", "simu.input.Na_tot = 2048 # Spatial discretization\n", "\n", "(simu.input.OP.Id_ref,simu.input.OP.Iq_ref)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Running the simulation and postprocessings" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[14:21:14] Starting running simulation tuto_elec (machine=Toyota_Prius)\n", "[14:21:14] Starting Electric module\n", "[14:21:14] Starting running simulation tuto_elec_FluxLinkFEMM (machine=Toyota_Prius)\n", "[14:21:14] Starting Magnetic module\n", "[14:21:15] Solving time steps: 0%\n", "[14:21:25] Solving time steps: 25%\n", "[14:21:35] Solving time steps: 50%\n", "[14:21:46] Solving time steps: 75%\n", "[14:21:56] Solving time step: 100%\n", "[14:21:56] End of simulation tuto_elec_FluxLinkFEMM\n", "[14:21:56] Starting running simulation tuto_elec_FluxLinkFEMM_FluxLinkFEMM (machine=Toyota_Prius)\n", "[14:21:56] Starting Magnetic module\n", "[14:21:57] Solving time steps: 0%\n", "[14:22:09] Solving time steps: 25%\n", "[14:22:21] Solving time steps: 50%\n", "[14:22:32] Solving time steps: 75%\n", "[14:22:44] Solving time step: 100%\n", "[14:22:44] End of simulation tuto_elec_FluxLinkFEMM_FluxLinkFEMM\n", "[14:22:44] End of simulation tuto_elec\n" ] } ], "source": [ "out = simu.run()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Ud: -203.68919760575358\n", "Uq: -10.395932658676081\n", "Tem: 353.7141872050245\n", "\n", "Ld: 0.0011908433790079006\n", "Lq: 0.002062212384996776\n", "R1: 0.05466081827504902\n" ] } ], "source": [ "# Print voltage and torque\n", "print(\"Ud: \"+str(out.elec.OP.Ud_ref))\n", "print(\"Uq: \"+str(out.elec.OP.Uq_ref))\n", "print(\"Tem: \"+str(out.elec.Tem_av))\n", "\n", "# Electrical Equivalent Circuit parameters are stored in:\n", "print(\"\\nLd: \"+str(out.elec.eec.Ld))\n", "print(\"Lq: \"+str(out.elec.eec.Lq))\n", "print(\"R1: \"+str(out.elec.eec.R1))" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "c:\\python38\\lib\\site-packages\\SciDataTool\\Functions\\Plot\\plot_2D.py:539: UserWarning: Matplotlib is currently using module://ipykernel.pylab.backend_inline, which is a non-GUI backend, so cannot show the figure.\n", " fig.show()\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot the currents\n", "out.elec.get_Is().plot_2D_Data(\"time\", \"phase\")" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "c:\\python38\\lib\\site-packages\\SciDataTool\\Functions\\Plot\\plot_2D.py:539: UserWarning: Matplotlib is currently using module://ipykernel.pylab.backend_inline, which is a non-GUI backend, so cannot show the figure.\n", " fig.show()\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot the voltages\n", "out.elec.get_Us().plot_2D_Data(\"time\", \"phase\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Iterating on several Operating Points\n", "Reference torque and current angle vector are:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "from numpy import linspace, array, pi\n", "Tem_av_ref = array([79, 125, 160, 192, 237, 281, 319, 343, 353, 332, 266, 164, 22]) # Yang et al, 2013\n", "Phi0_ref = linspace(60 * pi / 180, 180 * pi / 180, Tem_av_ref.size)\n", "N_simu = Tem_av_ref.size" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The multisimulation is similar to the one described in \"[How to set the Operating Point](https://pyleecan.org/tuto_Machine.html)\", except that we are now computing the electrical torque instead of the magnetic torque." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[ 2.00000000e+03 8.83883476e+01 1.53093109e+02 7.90000000e+01]\n", " [ 2.00000000e+03 6.04611907e+01 1.66115756e+02 1.25000000e+02]\n", " [ 2.00000000e+03 3.06969510e+01 1.74091060e+02 1.60000000e+02]\n", " [ 2.00000000e+03 1.08244507e-14 1.76776695e+02 1.92000000e+02]\n", " [ 2.00000000e+03 -3.06969510e+01 1.74091060e+02 2.37000000e+02]\n", " [ 2.00000000e+03 -6.04611907e+01 1.66115756e+02 2.81000000e+02]\n", " [ 2.00000000e+03 -8.83883476e+01 1.53093109e+02 3.19000000e+02]\n", " [ 2.00000000e+03 -1.13629869e+02 1.35418805e+02 3.43000000e+02]\n", " [ 2.00000000e+03 -1.35418805e+02 1.13629869e+02 3.53000000e+02]\n", " [ 2.00000000e+03 -1.53093109e+02 8.83883476e+01 3.32000000e+02]\n", " [ 2.00000000e+03 -1.66115756e+02 6.04611907e+01 2.66000000e+02]\n", " [ 2.00000000e+03 -1.74091060e+02 3.06969510e+01 1.64000000e+02]\n", " [ 2.00000000e+03 -1.76776695e+02 2.16489014e-14 2.20000000e+01]]\n" ] } ], "source": [ "from pyleecan.Classes.VarLoadCurrent import VarLoadCurrent\n", "from pyleecan.Classes.DataKeeper import DataKeeper\n", "from numpy import zeros, ones, linspace, array, sqrt, arange\n", "\n", "simu2 = simu.copy()\n", "# Enforce the EEC parameters from previous run\n", "simu2.elec.eec = out.elec.eec\n", "\n", "# Define the Variable speed simulation\n", "varload = VarLoadCurrent()\n", "simu2.var_simu = varload\n", "\n", "# Creating the Operating point matrix\n", "OP_matrix = zeros((N_simu,4))\n", "\n", "# Set N0 = 2000 [rpm] for all simulation\n", "OP_matrix[:,0] = 2000 * ones((N_simu))\n", "\n", "# Set I0 = 250 / sqrt(2) [A] (RMS) for all simulation\n", "OP_matrix[:,1] = I0_rms * ones((N_simu)) \n", "\n", "# Set Phi0 from 60° to 180°\n", "OP_matrix[:,2] = Phi0_ref\n", "\n", "# Set reference torque from Yang et al, 2013\n", "OP_matrix[:,3] = Tem_av_ref\n", "varload.set_OP_matrix(OP_matrix, \"N0\", \"I0\", \"Phi0\", \"Tem\")\n", "print(OP_matrix)\n", "\n", "# Add DataKeeper to track I0/Phi0/Tem\n", "I0_dk = DataKeeper(\n", " name=\"Stator current rms amplitude\",\n", " symbol=\"I0\",\n", " unit=\"Arms\",\n", " keeper=\"lambda output: output.elec.OP.get_I0_Phi0()['I0']\",\n", ")\n", "Phi0_dk = DataKeeper(\n", " name=\"Stator current phase\",\n", " symbol=\"Phi0\",\n", " unit=\"rad\",\n", " keeper=\"lambda output: output.elec.OP.get_I0_Phi0()['Phi0']\",\n", ")\n", "Tem_dk = DataKeeper(\n", " name=\"Computed torque\",\n", " symbol=\"Tem_av\",\n", " unit=\"rad\",\n", " keeper=\"lambda output: output.elec.Tem_av\",\n", ")\n", "simu2.var_simu.datakeeper_list = [I0_dk, Phi0_dk, Tem_dk]" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[14:23:23] Starting running simulation tuto_elec (machine=Toyota_Prius)\n", "[14:23:23] Computing reference simulation for Variable Load\n", "[14:23:23] Starting Electric module\n", "[14:23:23] Variable Load Reference Results: I0=176.8 [Arms], Phi0=1.047 [rad], Tem_av=-284.9 [rad], N0=2000 [rpm], Id=88.39 [Arms], Iq=153.1 [Arms], Tem_av_ref=79 [N.m]\n", "[=== ] 7%\n", "[14:23:23] Running simulation 1/13 with N0=2000 [rpm], Id=88.39 [Arms], Iq=153.1 [Arms]\n", "[14:23:23] Simulation matches reference one: Skipping computation\n", "[14:23:23] Variable Load Results: I0=176.8 [Arms], Phi0=1.047 [rad], Tem_av=-284.9 [rad], N0=2000 [rpm], Id=88.39 [Arms], Iq=153.1 [Arms], Tem_av_ref=79 [N.m]\n", "[======= ] 14%\n", "[14:23:23] Running simulation 2/13 with N0=2000 [rpm], Id=60.46 [Arms], Iq=166.1 [Arms]\n", "[14:23:23] Starting Electric module\n", "[14:23:23] Variable Load Results: I0=176.8 [Arms], Phi0=1.222 [rad], Tem_av=-209.5 [rad], N0=2000 [rpm], Id=60.46 [Arms], Iq=166.1 [Arms], Tem_av_ref=125 [N.m]\n", "[========== ] 21%\n", "[14:23:23] Running simulation 3/13 with N0=2000 [rpm], Id=30.7 [Arms], Iq=174.1 [Arms]\n", "[14:23:23] Starting Electric module\n", "[14:23:23] Variable Load Results: I0=176.8 [Arms], Phi0=1.396 [rad], Tem_av=-127.7 [rad], N0=2000 [rpm], Id=30.7 [Arms], Iq=174.1 [Arms], Tem_av_ref=160 [N.m]\n", "[============== ] 28%\n", "[14:23:23] Running simulation 4/13 with N0=2000 [rpm], Id=1.082e-14 [Arms], Iq=176.8 [Arms]\n", "[14:23:23] Starting Electric module\n", "[14:23:23] Variable Load Results: I0=176.8 [Arms], Phi0=1.571 [rad], Tem_av=-42.05 [rad], N0=2000 [rpm], Id=1.082e-14 [Arms], Iq=176.8 [Arms], Tem_av_ref=192 [N.m]\n", "[================= ] 35%\n", "[14:23:23] Running simulation 5/13 with N0=2000 [rpm], Id=-30.7 [Arms], Iq=174.1 [Arms]\n", "[14:23:24] Starting Electric module\n", "[14:23:24] Variable Load Results: I0=176.8 [Arms], Phi0=1.745 [rad], Tem_av=44.9 [rad], N0=2000 [rpm], Id=-30.7 [Arms], Iq=174.1 [Arms], Tem_av_ref=237 [N.m]\n", "[===================== ] 42%\n", "[14:23:24] Running simulation 6/13 with N0=2000 [rpm], Id=-60.46 [Arms], Iq=166.1 [Arms]\n", "[14:23:24] Starting Electric module\n", "[14:23:24] Variable Load Results: I0=176.8 [Arms], Phi0=1.92 [rad], Tem_av=130.5 [rad], N0=2000 [rpm], Id=-60.46 [Arms], Iq=166.1 [Arms], Tem_av_ref=281 [N.m]\n", "[========================= ] 50%\n", "[14:23:24] Running simulation 7/13 with N0=2000 [rpm], Id=-88.39 [Arms], Iq=153.1 [Arms]\n", "[14:23:24] Starting Electric module\n", "[14:23:24] Variable Load Results: I0=176.8 [Arms], Phi0=2.094 [rad], Tem_av=212.1 [rad], N0=2000 [rpm], Id=-88.39 [Arms], Iq=153.1 [Arms], Tem_av_ref=319 [N.m]\n", "[============================ ] 57%\n", "[14:23:24] Running simulation 8/13 with N0=2000 [rpm], Id=-113.6 [Arms], Iq=135.4 [Arms]\n", "[14:23:24] Starting Electric module\n", "[14:23:24] Variable Load Results: I0=176.8 [Arms], Phi0=2.269 [rad], Tem_av=287.3 [rad], N0=2000 [rpm], Id=-113.6 [Arms], Iq=135.4 [Arms], Tem_av_ref=343 [N.m]\n", "[================================ ] 64%\n", "[14:23:24] Running simulation 9/13 with N0=2000 [rpm], Id=-135.4 [Arms], Iq=113.6 [Arms]\n", "[14:23:24] Starting Electric module\n", "[14:23:24] Variable Load Results: I0=176.8 [Arms], Phi0=2.443 [rad], Tem_av=353.7 [rad], N0=2000 [rpm], Id=-135.4 [Arms], Iq=113.6 [Arms], Tem_av_ref=353 [N.m]\n", "[=================================== ] 71%\n", "[14:23:24] Running simulation 10/13 with N0=2000 [rpm], Id=-153.1 [Arms], Iq=88.39 [Arms]\n", "[14:23:24] Starting Electric module\n", "[14:23:24] Variable Load Results: I0=176.8 [Arms], Phi0=2.618 [rad], Tem_av=409.4 [rad], N0=2000 [rpm], Id=-153.1 [Arms], Iq=88.39 [Arms], Tem_av_ref=332 [N.m]\n", "[======================================= ] 78%\n", "[14:23:24] Running simulation 11/13 with N0=2000 [rpm], Id=-166.1 [Arms], Iq=60.46 [Arms]\n", "[14:23:24] Starting Electric module\n", "[14:23:24] Variable Load Results: I0=176.8 [Arms], Phi0=2.793 [rad], Tem_av=452.7 [rad], N0=2000 [rpm], Id=-166.1 [Arms], Iq=60.46 [Arms], Tem_av_ref=266 [N.m]\n", "[========================================== ] 85%\n", "[14:23:24] Running simulation 12/13 with N0=2000 [rpm], Id=-174.1 [Arms], Iq=30.7 [Arms]\n", "[14:23:24] Starting Electric module\n", "[14:23:24] Variable Load Results: I0=176.8 [Arms], Phi0=2.967 [rad], Tem_av=482.2 [rad], N0=2000 [rpm], Id=-174.1 [Arms], Iq=30.7 [Arms], Tem_av_ref=164 [N.m]\n", "[============================================== ] 92%\n", "[14:23:24] Running simulation 13/13 with N0=2000 [rpm], Id=-176.8 [Arms], Iq=2.165e-14 [Arms]\n", "[14:23:24] Starting Electric module\n", "[14:23:24] Variable Load Results: I0=176.8 [Arms], Phi0=3.142 [rad], Tem_av=497 [rad], N0=2000 [rpm], Id=-176.8 [Arms], Iq=2.165e-14 [Arms], Tem_av_ref=22 [N.m]\n", "[==================================================] 100%\n", "[14:23:24] End of simulation tuto_elec\n" ] } ], "source": [ "# Run multisimulation\n", "Xout = simu2.run()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Once the simulation is done, the torque as a function of Phi0 can be plotted with:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "c:\\python38\\lib\\site-packages\\SciDataTool\\Functions\\Plot\\plot_2D.py:539: UserWarning: Matplotlib is currently using module://ipykernel.pylab.backend_inline, which is a non-GUI backend, so cannot show the figure.\n", " fig.show()\n" ] }, { "data": { "image/png": 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TY4ypqZIyD5lb8vfdybRkQx7pm/IoLnPmJosKC6Zv21guPKo9/drG0T85ji4JzQixYsan7C/XEXj00Uc5/fTTGTZsGLfffjsvvvgib7/9NpmZmWzcuJFzzjmHVq1a8dBDD3Hsscfyyy+/8P777/P000+Tnp5OcXExERER+279Li8v57bbbqOsrIzc3Fwee+wxfvrpJ95++21uu+02ALZt28btt99OfHw8q1at4sMPPzxkfLt27eK5554jJiaGk08+mVWrVu0rbN544w0+/vhjBgwYwLRp0wgOdvp3CwsLOf300xk/fjzXX38969ato0uXLt5PpjHGNFCFJWXMy9rBd5nbmL1sDxu/mUZJuVPMRIeH0LdtLJeM6OiMmWkXR+eEZgQH+XZZAnOwwC9wTnnwiE9RnJ9PWBXbQ0NDeeWVVxg3bhyPP/44Xbp0ISUlhT59+jB//nymTp3KZZddRkpKCn/961+ZNGkSGzZsYP78+XzwwQfMnz+ft956a9/5vv76a5YtW8bAgQPJz89nwYIFDB48mEsvvXTfMcHBwUycOJEdO3Ywe/ZsNm7ceMi4Tz31VFSV+++/n9///vds3ryZ5ORkAJKTk/nll1+46KKL6NevH7NnzwYgKiqK8ePHc/fdd7NkyRISExOPOH/GGNPYrNm+m5kZW5mZsY0Fq3ZQUuYhKiyYjtFw+TGd6Ot2M3VsEUWQFTMNUuAXOF7Wvn172rdvz9ixYwFnAr5bbrmFo446ivT0dODA5RVyc3P3zUq8t9VkL4/Hw7Bhw7j33nuZNWsWrVq1Omj11RkzZpCWlsbEiRPp0KFDtTMc5+fnc9NNN3HRRRdx4oknsn79ejZs2ABAdnY2bdu2Peg1OTk5ZGVlcffddzNkyBBee+01brrpprolxxhjGonisnJ+WL2TGelbScvYxurtuwHoktiMS0Z0ZHTPVgzr3Jz5c2aTmtrbz9GamrACp54lJibyzTffUFxcTF5e3kH7Y2JiGDJkCP/3f//H9u3bDxhbM3bsWCZPnsyNN97Ipk2beO211+jRowcPPPAATz31FAAJCQmsWbOG999/n+zsbHbs2LHv9VdffTUvvfTSvuc33ngjK1as4I033uDtt9/mrbfeokWLFtx4443k5eXx8ssvHxRfVFQUzzzzDPHx8ezYsYP777+/PtNjjDENxoacPaRlbGVm+jbmZm1nT2k5YSFBjOzSkolHdyK1ZyIdW9bfmErjW1bg1IOKA3wnT5580P69K8/uHWtTWFhIWFgYERERXHzxxfuOCwkJ4Z133jngtX/5y18OOlfllWz3Xn/QoEEHbH/99dcPimXvEhKHeg9hYWEHdJsZY0ygKC33sGjtLmZmbCUtfRsZW/IBaBcfyblDkxndK5GRXRJsAr0AYQWOH1RcZbw+XXvttV45rzHGNFZb84v4LmMbaRnbmLViG/lFZYQECcM6teCv43szulciXROjDxoOYBq/gC5wysvLDxrnYuquvLzc3yEYY0y1yj3Kr9k5zEx3Bggv2ZALQKuYcMb3a8PoXokc0y2BmIhQP0dqvC1gC5wWLVqQmZlZL+cqKiqyifZcLVq08HcIxhhzgJzCEr7LdFppvsvcxs7dJQQJDOnQnD+P7Ulqz0T6tIm1VpomJmALnKSkJJKSkurlXGlpaQwePLhezmWMMebIqCrLNuWRlrGNGelbWbxuFx6FFs3COL5HIqk9ExnVPZHmzaqa4MM0FQFb4BhjjAkc+UWlzM3azsz0bczM2MrW/GIABiTHccMJ3RndM5EByfE2wZ7ZxwocY4wxDY6qs1DljHTnNu4f1+ykzKPEhIcwym2lOb5nIq1ibPiAqZoVOMYYYxqEco8yb+V2vl66hZkZW8netQeAnkkxXHFcZ07o2YohHZvbApWmRnxe4IhIK2ARMAYoA94EFPgNuF5VPSLyD+BUd/9NqvqDr+M0xhjjG1lbC/j4p2ym/LSBzXlFRIYGc0y3BK5N7Upqz1a0i4/0d4imEfJpgSMiocBLwB530+PA31Q1TUReBCaIyFrgeGA40B74GBjmyziNMcZ4V25hKZ/9upGPFmXz8/ocgoOEUd0TuOu0PpzYuxURoTbFhzkyvm7BeRR4Edg7Pe9Q4Dv38VTgZCAD+FqdRZbWiUiIiCSq6jYfx2qMMaYelZV7mL1iOx/9lM03y7ZQUuahZ1IMfx3fmwmD29p4GlOvpLrFGuv1QiITgWRV/aeIpAHXADNUta27/wRgEpAO7FDVF9zts4BJqppVxTmvAq4CSEpKGlrVMgn1oaCggOjoaK+cO5BZ3mrPclY3lrfa82XOsvM9zNlQxvxNZeQWK9GhMKJNCMe2C6FjbFCjmp/Gvtdqz9s5Gz169CJVTam83ZctOJMAFZGTgEHA20CrCvtjgBwgz31ceftBVPVl4GWAlJQUrbxGU31JS0s7aP0nc3iWt9qznNWN5a32vJ2znbtL+N/PG/j4pw0s2ZBLSJAwulcrzhmSzAm9WhEW0jgHCtv3Wu35K2c+K3BUddTexxVacB4RkVRVTQNOAWYCWcDDIvIokAwEqep2X8VpjDGmbkrLPaRlbOOjReuZkb6V0nKlT5tY/n5aH84Y1JaE6HB/h2iaEH/fJn4r8IqIhAHLgY9UtVxEZgPzgSDgen8GaIwxpnpLN+by8aINfPrzBnbsLiEhOoxLR3binCHJ9Gkb6+/wTBPllwJHVVMrPD2+iv13A3f7KBxjjDG1tL2gmP8udrqglm/KIzRYOKl3EucMSeb4nok2V43xO3+34BhjjGkkisvKmZm+lY8WZZOWsY0yjzIgOY57J/Tl9AFtbe0n06BYgWOMMeaQVJUlG3L5eFE2n/6ykZzCUlrFhHPFcZ05d0gy3ZNiDn8SY/zAChxjjDEH2ZpXxJTFG/j4p2wytxQQFhLEyX2SOGdoMsd1SyDEuqBMA2cFjjHGGACKSsv5ZtkWPv4pm1mZ2/AoDOkQz/1n9eO0/m2Jiwr1d4jG1JgVOMYY04SpKovX5/DRomw+/2UjeUVltImL4NrUrpw9JJmuiTapnWmcrMAxxpgmaGeRh+dmZvHxomxWbd9NRGgQ4/q25tyh7RnZtSXBQY1ndmFjqmIFjjHGBAJVKN0DRTmwJwf27Nr/2P2se3axfftWNm/eRIuCYgq0FZc170yXY/szZNBQmiV1hVBbD8oEBitwjDGmISndc0BRUlWhcsh95SWHPK0iFEgzCsujCA6KpkuEMkpWE5T/DSzE+UAgLhladIYWXQ78aN4ZwqK8+c6NqVdW4BhjjDeUFkHOOtizs0JRsuvwhUp5cTUnFYiIhYh4iIx3Pse2gcjmB25zP+dLNFPSC3nzpxxWFwTRtVUsVxzbmbMGt2PB3Nl0OP5459o7Vx38sfwzKNxx4OVj2rgFT+eDi58Im7HYNCxW4BhjzJEoyoPtmbAtA7ZnwLZM5/OuNaCeql8THgeRcfuLkcSezudDFCr79oXHQlDwYUNata2AN+au4aNF2ewpLee47q2569jOHN89kaCKY2tEIKqF85F80GLMTsG1a3WFwsd9vOIbKNhy4LHNEg9u9dlbCEU2P2zMxtQ3K3CMMeZwVGH3tgOLmG3pTmGTv2n/ccFh0LIbtB4A/c9zHke1rFCoNIeIuBoVKbUPUfl+9U5enb2ab9O3EBoUxIRBbbniuM70al3H1pXIeIgcDG0HH7yvuKBS8eMWQKtnwS/vVzpP8yqKH/cjqqVTaBlTz6zAMcaYvTweyF3vtsikuwWN2zpTlLP/uLBoSOgBXVKd1peEns7n+I4Q7NtfqyVlHr5YspHX5qzmtw15NI8K5Y+ju3HxyI60ivHigOHwaGjd3/morHSP04JVudtr/few5CNAK5wn9uAurw4joWVX78VumgQrcIwxTU9ZifMHt2KX0rYM2JEFpYX7j4tKcAqXvmdBYi9I7OEUM7Ft/d7qkFNYwns/rOOteWvYkldM18Rm/Ous/pw9pB0RofXfQlQroZHQqrfzUVlZsTM2qXLxs+kXWPY/0HLnuO5jYeR10Pl4v+faNE5W4BhjAlfJbrcFpkIRsz3T+YPqKdt/XFx7p0Wm03H7i5jEns7YlAZm9fbdvDF3NR8udMbXHNstgQfPGXDw+JqGKiQcEro7H5WVl8KutfDbR/Djq/D2BEjqByOudbr8QsJ9H69ptKzAMcY0eiGlebB2/sEtMrnr9x8kwU73R2JP6H26W8T0gJbdne6WBkxV+WH1Tl6ds5rpy7cQEiRMGNSOScd0pk/bALp7KTgUErpB6h1wzE2w5ENY8Dx8ej1MvxuG/QFSJkF0or8jNY2AFTjGmMZFFXashDWzYPVsWDuPYws2w1x3f0ik0zrQYQQkXLa/RaZFFwgJ82votVVa7uHLJZt4dfZqlmzIpXlUKDeM7sYlIzrSKjbAJ+QLjYAhl8Dgi2FVmlPopP0LZj8GA86HEddBUh9/R2kaMCtwjDEN3641TjGzehasmQP5G53tMW2g8yiyCpvRbfh4p5iJ6wBBjXul69zC0n3jazbnFdElsRn3n9WPswcnExnm5/E1viYCXUc7H9sy4fsX4Of3YfE70GU0jLweup7Y6L/mpv5ZgWOMaXhys52CZs1s53PuOmd7s0RnnEzn46DTKOdOGxGy09Lo1iPVryHXhzXu+JoP3PE1R3dtyb/O7kdqj1aNY3yNtyX2gNOegBPugkVvwPcvw7vnOuOnRlwLAy602ZbNPj4tcEQkGHgF6Ilzn+A1QBHwpvv8N+B6VfWIyD+AU4Ey4CZV/cGXsRpjfCh/s9Mys/o7p6DZtdrZHtncKWiO+T93AHDPgLujRlX5cc0uXp29im/c8TVnDGzHFccG2Pia+hTVAo67FUb+EZZOgQXPwec3w7f3Qcrlzlid2Db+jtL4ma9bcE4HUNVjRCQVuB8Q4G+qmiYiLwITRGQtcDwwHGgPfAwM83Gsxhhv2b19f+vMmtnOnU3gzPDb6Rg46iqnlaZV34Dtetg7vua1Oav5NTuX+KhQrk/txqUjm8D4mvoSEgYDL3DG5Kyd54zTmf04zH0a+p3j3GbeZqC/ozR+4tMCR1X/KyKfu087AjnAScB37rapwMlABvC1qiqwTkRCRCRRVbf5Ml5jTD3ZswvWzHWLmlmwdZmzPSzamdRt8CVOQdN6gFdm+W1IcgtLef9HZ3zNptwiuiQ0459n9uOcIU1wfE19EXEK407HOFMAfP8S/PQO/DoZOh7rFDo9xgX895Y5kDg1hI8vKvIWcBZwLvCmqrZ1t58ATALSgR2q+oK7fRYwSVWzKp3nKuAqgKSkpKGTJ0/2SrwFBQVERzfs20gbIstb7QVKzoLLConPWUp8zhLic5YQXbAaQSkPCiM3rg858f3Jie9PfkxXNOjI/89qDHnbWujh6zWlzN5QRnE59G4RxNhOoQxIDCbID91ujSFnRyKktIA2m76h3YYviCjexp6I1mQnn87m1idSHhJZ5/MGet68wds5Gz169CJVPWgxNb8UOAAi0hr4HohV1ebutgnAGCATiFDVh93ti4Exqrr9UOdLSUnRhQsXeiXWtLQ0UlNTvXLuQGZ5q71Gm7OS3bBu/v4up42LnYUmg8Oh/VHuwOBR0G6oV27Vbqh5U1UWrnXG13y9zBlfc/rAtlxxbGf6to3za2wNNWf1rrwMlv/P6b7K/tHpBh16GQy/GuKSa326JpO3euTtnIlIlQXOIf91EpEehzupqmbWMohLgGRVfQAoBDzAQhFJVdU04BRgJpAFPCwijwLJQFB1xY0xxsdK9zjrCu0taDYscmYGDgp1VqU+7k9Ol1PyUc58Jk2MqvLNsi08NzOLX7JziYsM5brUrlw6shNJNr7Gt4JDoN/Zzsf6H50ByfPdjz4TnNvMq1pJ3TR61bUNfw8sxhkEXJWBQG3nMf8EeMPtcgoFbgKWA6+ISJj7+CNVLReR2cB8IAi4vpbXMcbUp7JiyF64f2Bw9g9QXuLMDtx2MBz9R6eFpv1wCGvm72j9RlWZvnwrT07PZOnGPDq2jOK+M/txzpB2RIXZrBx+134YtH8TctbDDy/Bordh6SdOIT7yOuh1us8XSzXeU91X8iNV/cOhdorIK7W9mKruBs6vYtfxVRx7N3B3ba9hjKkneZtgxdfOx8qZULobEOeulOFXO/PQdBgBEXYrs6oyI30rT05fwZINuXRoEcUj5w7grMHtCAkOzLvAGrX49nDyP+H422Hxu87kgR9OdCaJHH4VDLkUIvzbhWiO3CELnL3FjYjE4RQgERX2fVBd8WOMaYQ8HmfsTOZXsGKas7ozOAtRDrwQup0IHY925qYxgFPYzMxwCptfs3Np3yKSh93CJtQKm4YvPAZGXANH/QEypjrjdL7+G6Q96NzZN/xqaNHZ31GaOqpJW9zXOF1Hu9znCnzgtYiMMb5TlAcrZ0DmNMj6BnZvAwlyuppO/Idza22r3gE3ud6RUlXSMrfx5PQV/LI+h+TmkTx0Tn/OHpJshU1jFBQMvU9zPjb+7BQ6P77idGP1HO+M0+kw0n4OGpmaFDi5qjrR24EYY3xke9b+Vpq185zBwRHx0H0MdB/rtNRE1XZ4XdOgqsxasZ0nvsnk5/U5tIuP5IGz+3POkGTCQqywCQhtB8HZL8NJ9zhFzsLXIf1zaDMIRl6PeOxno7GoSYEzTUSuAZbt3aCqs7wXkjGmXpWVwNq5TivNimnORGgArfrAyBucVprkYTa4shqqypwsp7D5aZ1T2PzrrP6cO9QKm4AV2wZO/LtzR+Cvk2H+8/DJHxgS3QX6vmsrmTcCNfmNdhwQzv6BwApYgWNMQ5a/xR0gPM0ZIFxS4MxJ03kUjLgOeoyF+A7+jrLBU1XmZu3gyemZLFy7izZxEfzzzH6cl5JMeIjNitskhEVByiQYMhGWf0r4f2+El4+H0X917h602ZEbrJoUONGqepLXIzHG1J3HA5t+3t9Ks3Gxsz22HfQ/z2ml6TzKVlquIVVl/sodPDl9BT+s2Unr2Ajum9CX84e1t8KmqQoKgr5n8eMG4ZidH8L0fzgDk8983lnV3jQ4NSlwfhORC3HmxFGo/QR/xhgvKM53WmcypzmtNbu3AuLMHHzCXU4rTVI/GxhZS/NX7uCJ6Zn8sHonSbHh3HNGXy4Y1p6IUCtsDJSGxcMF/4ZfP4Av/wwvHgsn3wcpV9jPWgNTkwJnoPuxlwIneCccY0y1dqzc30qzZi54Sp35Orqe6LTSdDsJmrX0d5SN0vernMJmwaqdtIoJ5+7T+3DhUR2ssDEHE3FWMe90LHx6PXxxK6R/AWc8C3Ht/B2dcR22wFHV0b4IxBhThbISZ42nvUXNDne92YSeMOJap5Wm/XAIDvVvnI3YD6t38uT0TOat3EFiTDh/P60PFw23wsbUQFw7uGQKLHwNvr4Lnh8J4x+BAedba04DUOvbJkTkWVW9wRvBGGOAgq2w4hunoMmaASX5EBzmLFh51NXQ42Ro3snfUTZ6C9fs5InpmczN2kFCdDh/O7U3F4/oaIWNqR0RGHYldBkN/70OplwF6Z/BaU9CswR/R9ek1eW+0OfqPQpjmjJV2LwEMr9iyKIPIC0LUIhp4ywQ2GMsdD4ewqP9HWlAWLR2F09Oz2T2iu0kRIfx1/FOYRMZZoWNOQItu8LlX8L8Z2HGP+G54XD6U87kgcYval3gqOpybwRiTJNSWuQsXJkx1el+yssGBGK6weg7naKm9QBr5q5Hi9ft4onpK5iVuY2WzcK4c3wvLh7R0RbBNPUnKBiOuRG6jYEpV8N/fg8DfwfjHoTIeH9H1+Qc8idbRDbh3jWFs6K4AjFAlKravzrG1FbBNqfbKWPq/sUrQ6Og6wmQegf0GMtPC5eRenyqvyMNKD+vz+HJ6ZmkZWyjRbMw7jilF5eOtMLGeFFSH7jyW5j1CMx+DFbPggnPQVcb0upL1S222abic3c24z8Bt3g7KGMCgipsXea20nwF2QsBdeamGXiBs8ZNp+MgNKLCi5Yd6mymln5xC5uZGdtoHhXKbeN6ctnITjQLt8LG+EBIGJzwV+fuxv9eA++cCcP+AGPugbBm/o6uSTjsT7qItAVeA/KBEaq63etRGdNYlZXA2jmQ8RVkToWcdc72toMh9S/Qc5x1PXnZkuxcnpyeybfpW4mPCuXPY3ty2dGdiLbCxvhD8lC4ehZ8e6+ziOfKb+HMF6HDcH9HFvCq/YkXkYuBu4G7VPV9n0RkTGOze4cz0V7m1P13PYVEQpdUOO5WZwHL2DaHPY05Mr9tyOXJ6SuYvnwLcZGh/OnkHlx2dCdiIuwWeuNnoZEw7gGn1fbT6+CNcc5YndS/QEi4v6MLWNWNwfkYOAb4C7BDRE7eu09Vv/ZBbMY0TKqwLcMpaDK+guwfQD0Q3dq566nneFsWwYeWbszlqZ+KWPzVHGIjQrhlTA8mHtOJWCtsTEPT+Ti4dh5MuxPmPAGZX8NZL0KbAf6OLCBV14KTB0wFRlXaroAVOKZpKS+FtfOcsTQZU2HXamd76wEw6s9OP3ubQc56NcYn1u8s5NGvM/j0541EhsDNJ/Xg8mOtsDENXHgMnPEM9DoN/vdHeOUESL0djrkZgq0btT5Vl81pqjr5UDtF5MLq9ldxfCjwOtAJZ3Xyf+KMqHwTp2j6DbheVT0i8g/gVKAMuElVf6jpdYypN4U7IWu6U9BkfQvFuftX5D76j05RY9Oy+1xOYQnPzsji7flrEYHrUrvSN3gTp57U3d+hGVNzPcbCdQucZR5m/NP5PXPWS5Bg38f1pboC5x4RiT3EPgFuBmpc4AAXAztU9RIRaQH87H78TVXTRORFYIKIrAWOB4YD7YGPgWG1uI4xdbc9a3/X07r5oOXQLBH6nA49TnFu87Q7IPyiqLSct+at4bmZWeQXl3He0GRuHtODNnGRpKVt9nd4xtReVAs47w1nMsAvbnUW7jzpHjjqKmsNrgfVFTjvAdWNjKztoOMPgY/cx4LTOjMU+M7dNhU4GcgAvlZVBdaJSIiIJKrqtlpez5jDKy+D9Qv238q9d62npH5w7M3Q8xRoO8R+2fiRx6P89+cNPPZ1Jhty9jC6ZyK3n9KLXq0P9f+XMY1Mv3Og4zHwv/+Dr26H9M/hzOchvoO/I2vUxKkjfHhBkRjgf8ArwKOq2tbdfgIwCUjHael5wd0+C5ikqllVnOsq4CqApKSkoZMn16ZBqeYKCgqIjrZp8muroeYtuGw3LXb+RML2H2mxcxGhZQV4JISc+H7saHkU2xOGURzRyi+xNdSc+ctv28v5T0YJ6/M9dIoN4vyeYfRpefA8o5a32rOc1Y1X86ZK683T6Zb1KiBkdbuSza1PbPTTSnj7e2306NGLVDWl8nafFjgi0h6YAjyvqq+LSLaqJrv7JgBjgEwgQlUfdrcvBsYcbv6dlJQUXbhwoVfiTktLIzU11SvnDmQNIm8eD+xcBRsWOhPtbVjorPvkKYOols4t3D3HObMJh8f4N1YaSM4agKUbc3lwajqzV2ynfYtI/nRyT04f0JagoKp/0Vveas9yVjc+yduutc7CnWvnOGP9Tn8aYpK8e00v8nbORKTKAsdnQ7ZFJAnn7qsbVPVbd/NiEUlV1TTgFGAmkAU8LCKPAslAkE0uaGps93bYsGh/MbNhERTlOvvCop0J94650SlsklOctWNMg5G9q5DHv85kys8biIsM5a7T+nDxiA6Eh9jXyTQhzTvCZZ/B9y/Ct/fA8yPgtMeh71n+jqxRqclMxjHA7UBb4HPg16q6i2rgTqA5cJeI3OVuuxF4WkTCgOXAR6paLiKzgflAEHB9Ha5lmoLSItj8q1vMLHIKml1rnH0SBK36QJ8znUKmXQok9rSCpoHKLSzl+bQs3pi3BoCrR3Xl2tSuxEXaLd+miQoKgpHXQbeTnIU7P5wIyz+H8Y84g5PNYdWkBed1nAHAxwObcZZtOL62F1LVG3EKmsoOOpeq3o0zg7Ixjiq7mn4DT6mzP7YdtBsKKZOcYqbtILvbqREoLivnnflreWZGFnlFpZw9OJlbTu5Bu/hIf4dmTMOQ2AOu+MaZGPC7B2HNHJjwLHQf4+/IGryaFDgt3fEyF6vqPBGx20mM99Wkq+noG5xipt1QWwqhkfF4lM9+3cgj0zLI3rWHUT0SuWNcL/q0tTujjDlIcAgc/2focTJMuQbePReGXAZj728QYwcbqhqNwRGRXu7nZJzbu42pPwd0NbnFzAFdTX2tqymAzM3azgNTl/Pbhjz6to3lwbMHcGz3BH+HZUzD12YgXJUGM++HuU/DqjQ48wXodIy/I2uQalLg3Ai8AfTGmcfmOq9GZAKbdTU1Wcs35fHg1HS+y9xGu/hInrxgEGcMPPSdUcaYKoSEw5h7nTXvplwDb54KI6+HE+6C0Ah/R9egHLbAUdUlwEgfxGICkXU1NXkbc/bw+DeZfPxTNjHhIfx1fG8uGdmRiFBrhTOmzjqMgGvmwPR/wPxnYcU3cOF7kNDN35E1GDW5i2o1zlpRe+Wp6iCvRWQaL085bF0G6xbAugUMz5oDe6fQ39vV1Pes/cWMdTUFtLyiUl5IW8nrc1ajCn84rgvXpXYlPirM36EZExjCo+HUx5zWnE+ugjfGwSX/hdb9/B1Zg1CTLqpe7mfBWVrhPO+FYxqV0j1Oi8y6+U5Rs/4HKM5z9sW0pSC6M5HHXWddTU1MSZmHfy9YyzMzVrCrsJSzBrfj1pN7kNw8yt+hGROYup0Ik76Ct85wuqwu/gSSh/o7Kr+rSRdVcYWnc0XkAS/GYxqy3TucdZv2FjQbf94/dqZVH+h/LnQY6TSdxrVn6XffkXpMqj8jNj7k8ShfLNnEI9MyWLezkGO7JXDHKb3o1y7O36EZE/gSusOkqfD2BHj7DLjogyY/+LgmXVQPsL+Lqi3g8WpEpmFQhV2r3e4mt6DZnunsCw5zupiOvsEpaJKH2cRTTdz8lTt4cOpyfsnOpVfrGN6edBSjeiT6OyxjmpbmneDyr5wi59/nwAX/hu4n+Tsqv6lJF1V6hce/AF95KRbjT+VlsGXJgQVNwRZnX0S80yoz6CKnoGkzyEbrGwAyt+Tz4NR0ZqRvpW1cBI+dN5AzB7cj2O6MMsY/YtvA5V/CO2fB+xfCua9DnzP8HZVf1KTAWV3p+UBxVzZV1Vn1HpHxjeIC566mvQXN+h+hdLezL74DdEl1ipoOIyGhpzNtuDGuzblFPPFNJh8uWk+z8BDuOKUXE4/uZHdGGdMQNEtw1rJ69zxniYczX4CBF/g7Kp+rSYFzB9AOZ22owUAokIHTbWUFTmORv8UdP+MWNJt+BS0HxBlxP/j3TkHTfgTEtfN3tKaByi8q5aXvVvHqnFWUe5TLj+nMDaO70byZ3RllTIMSGQ+XTIHJv3PWsird7cwv1oTUdDXxYapaIiLBwBeq+jtvBmWOkCrsyNrf1bRuvjO5HkBIpDMj8HG3OAVN8jCIsEGgpnolZR7e/2EdT327gp27SzhjYFv+PLYn7VvYnVHGNFjh0XDRh/DhZfD5zU7L/TH/5++ofKYmBU4b9g8sDgVsNGlDU1YCm35xu5q+dz4X7nD2RbV0uplSJjmfWw+AEPtv29SMqjJ9+Vb+9eVyVm/fzcguLblzfG/6J1tRbEyjEBrhDDb+5A/wzV1QshtS7wAJ/HFyNSlwXgOWicgSnDlx7vVuSOawVGHjYsj8CtbMdcbSlBU5+1p0gR7j9o+fadmtSXwjm/qXsTmf+z5fxpys7XRrFc0bE4eR2jMRse8nYxqX4FA45zUIbeasSF5SACf/M+D/NtSkwFkKHAd0BFao6i7vhmSqVFYMa2ZD+peQMRXyNzqzA7cZ6LbOuONnYpL8Halp5HbuLuHxbzJ47/t1xESEcvfpffj9iI6EBttAc2MaraBgOOMZZ8LV+c86LTmnPh7QN5DUpMC5R1VHAVu8HYypZM8uZ32R9C8g61soyYfQKOh6AvS6C7qPhWYt/R2lCRAlZR7eWbCWp6ZnsruknEtHduLGE7vbAGJjAkVQEJzykDM2Z/ZjTpFz5gsQXNPhuI1LTd6VisgUnDunPACqeqdXo2rKdq11WmgyvoC188BTBs1aQb+zodep0HkUhEb6O0oTQFSVmRlb+efny1m1fTejeiRy16m96Z4U4+/QjDH1TQRO/LvTkvPtvVBa6MyVExLu78jqXU0KnNe9HkVTpgqbfna7nr6ELb852xN6wtF/hJ6nOrMGB3AzovGfFVvyue+L5czK3EaXhGa8PjGF0T1b2TgbYwLdcbdCWDRMvc2ZEPCCdyEssO6KrEmB8y5wNdAHyAReOJILishw4CFVTRWRbsCbOHPq/AZcr6oeEfkHcCpQBtykqj8cyTUbnLISZzxNhjueJm+DM56m/Qhn4FfP8dCyq7+jNAFs1+4Snpyeyb+/X0ezsGDuOq0Pl4zoSFiIFdLGNBnDr3aGPXz2f87SDhf9ByJi/R1VvalJgfMSkAN8AxwPvApcWpeLichtwCWAO2UujwN/U9U0EXkRmCAia93rDAfaAx8Dw+pyvQZlT44znibjC1gx/cDxNKP/Cj3GOrNPGuNFpeXOSt9PTl9BflEpvx/ekZvH9KCFjbMxpmkaconTXfXJH5w1rC7+OGDWFqxJgdPdHWQM8F8RmXcE11sJnA284z4fCnznPp4KnIwz1udrVVVgnYiEiEiiqm47guv6R846p4Um/QtYO9cdT5MIfc90xtN0SbXxNMZn0jK28s8vlpO1tYBjuyVw12l96NnaxtkY0+T1O9v5h/uDS+HNU+GS/wbEHbni1BHVHCDyA5CqqoUiEgmkqerwOl9QpBMwWVVHiMhGVW3rbj8BmISzuOcOVX3B3T4LmKSqWVWc6yrgKoCkpKShkydPrmtY1SooKCA6OvrwB6oSXbCKhO0/0HLH98QUOMt47Y5KZkfLo9ieMJy82B5Od1QTUOO8mX28kbONBR4mp5fw6/ZykqKEC3uFMSgxOKDG2dj3Wu1ZzuomkPMWv+sX+i/5F8XhLfhl4L0URyTWy3m9nbPRo0cvUtWUyttr0oLzFPCLiPyGMw7nH/UYl6fC4xicrrA893Hl7QdR1ZeBlwFSUlI0NTW1HkPbLy0tjUOeu6wE1s7ZPz9NXjYg0H44jLwcep5Ks4RuNAM6eCW6hqvavJkq1WfOcgtLefLbTN6Zv5bI0GD+Or43lx3dKSDH2dj3Wu1ZzuomsPOWCkNHEPXueYxcfg9c+mm9jAf1V85qUuB8hzMepgvOyuL1OVBksYikqmoacAowE8gCHhaRR4FkIEhVt9fjNY9cUa47nuZL53NxnrPGU9cTYPRfnJmEbTyN8ZOycg/v/bCOx7/JJG9PKRcM68CtJ/cgITrwbgM1xtSzDsNh4mfwzlnwxilOkdOqt7+jqpNDFjgi0g9nFfGHgNvczQnAg8Cgerr+rcArIhIGLAc+UtVyEZmNs3p5EHB9PV3ryORmu600X8CaOc54mqgE6HOGcyt3l9SAu8XOND6zMrdx3+fLWLG1gJFdWnLXaX3o0zZw7oowxvhAm4Ew8Utn0PEb4+GST6DtYH9HVWvVteA0By4EkoC9q4d7gOeP5IKqugYY4T7OxLljqvIxdwN3H8l16s2cJxi68G1Ic1fjbtkdRl7vFDXJKc7018b42aptBdz/xXK+Td9KhxZRvHjxUMb2TQqocTbGGB9q1QsmTYW3JsBbZ8BFH0DHkf6OqlYOWeCo6mxgtogMUdWffBhTw7JuAZ6gMDjpHufOp4Tu/o7ImH1y95TyzLcreGv+GsJDgrnjlF5cfkwnwkOs8DbGHKEWXWDSV05Lzr/Phgvfg66j/R1VjR12DE6TLm4ALniXxbPnkHpsqr8jMWafsnIPk39cz+PfZLKrsITzh7bnT2N7khhj42yMMfUorh1cPhXeORPeOx/Oewt6jfd3VDUSmCts1acAXYTMNF5zs7Zz3+fLSN+cz1GdW/D30/rQr12cv8MyxgSq6ES47DN491z4z8Vw9svQ/1x/R3VY1Q0yPuTUpqpa4p1wjDGHsmb7bu7/cjnfLNtCcvNIXvj9EMb1a23jbIwx3hfVwrmj6r0L4eMrnZXIh17m76iqVV3zRAbOGlGVf3sqzi3jxhgfyCsq5bkZWbw+dzWhwUH8eWxPrji2MxGhNs7GGOND4THw+w+dGY8/+z+nyBl5nb+jOqTqBhl39mUgxpgDlXuUDxau57GvM9ixu4RzhyTz57E9aRUb4e/QjDFNVViUM9j44ytg2l+gdDcc9ydogC3Jhx1gIiJn4MxFE4rTmtNSVQd4OzBjmrL5K3dw7+fLWL4pj5SOzXlj4lH0T7ZxNsaYBiAkDM59A/53A8z4JxQXwEl3N7gipyYjaP8JXA1cgzPT8BivRmRME7a10MM17yziq6WbaRcfyTO/G8xpA9rYOBtjTMMSHAITnncW6Zz7JJQUwCmPQFDDWQqmJgXOJlWdLyLXqOqbIjLR20EZ09QUFJfx3MwsXpm9h9CQEm4d04M/jOpi42yMMQ1XUBCc+hiENYN5T0NJIZzxTIO5+7gmURSLyCggVETGUr9rURnTpHk8yn9/3sCDU9PZml/M0W1DePyy42kdZ+NsjDGNgAiMuRfCY2HmP50xOWe/6nRj+VlNCpxrgZ44XVX3uZ+NMUfol/U53P3ZUhavy2FgchwvXjKUvFW/WHFjjGlcROD4PzsDkKfdCaV74Py3ITTSr2HVpMCJAJJUdYaIrAAWeDkmYwLa1vwiHvkqgw8XZZMQHc7D5w7g3CHJBAXJviXPjDGm0Rl5vdNd9dlN8O558Lv3nVvL/aQmBc7bOKt+A3wBvAac6LWIjAlQJWUe3py3mqe/zaK4rJyrR3XhhhO6ERMR6u/QjDGmfgydCKHNYMrV8PaZcPFHfgulRiOBVHWB+3m2iDScIdLGNBIz07dy3+fLWLV9N6N7JnLXaX3okhjt77CMMab+DTjP6a76cCK8eTqhXf/klzBqUuDkiMhVwHzgKCDfuyEZEzhWbSvgvs+XMTNjG10SmvHGxGGM7tXK32EZY4x39ToVLvoPvH8Rg/L/CiOGQ2wbn4ZQkwLnMuBvwFnAMmCSVyMyJgDkF5XyzIws3pi7mvCQYO4c34uJR3cmLMQaQI0xTUTXE+CSTyj+7x00C2vm88tXt9hmsqpmAy2A5yvsagFs93ZgxjRGHo/y8U/ZPPRVBtsLijlvaDJ/HteTVjF2Z5QxpgnqeDS/DriH1IhYn1+6uhacW9yPl3AW2ARnqQYFTvByXMY0OovX7eLuz5bxy/ocBneI57XLUhjYPt7fYRljjH/5aSb26hbbvMV9+KWqPuKjePZxBzM/DwwEioErVTXL13EYczhb8op4aGo6nyzeQKuYcB4/fyBnDmpHUJAtr2CMMf5SkzE4p4jI46pa7vVoDnQmEKGqI0VkBPAYMMHHMRhzSMVl5bw2ZzXPzciitFy5NrUr14/uRnR4w5im3BhjmrKa/CZOBDaKyGqc7ilV1aO9GxYAxwJf4VxwgYik+OCaxhyWqvLt8q3c98Uy1u4o5KTeSfzt1N50SvD9IDpjjDFVE1Wt/gCR7kBJhU0tVHWxV6Nyrvsq8LGqTnWfrwO6qGpZhWOuAq4CSEpKGjp58mSvxFJQUEB0tM1ZUluBmLeNBR7eSy/ht+3ltGkmXNQrjP6J9ddiE4g58wXLW+1ZzurG8lZ73s7Z6NGjF6nqQY0g1d1F1RqIxZnJ+BKcAcZBOIOOj/JSnBXlARXneA6qWNwAqOrLwMsAKSkpmpqa6pVA0tLS8Na5A1kg5S13TylPf7uCt+atITIsmLtO68OlIzsSGly/t30HUs58yfJWe5azurG81Z6/clbdv54jgBtxFtp8CafA8QDTfBAXwFzgdOADdwzOEh9d15h9yj3KhwvX88i0DHYWlnDhsPbcenJPEqLD/R2aMcaYalR3F9V/gf+KyHggTVULRaStqm70UWxTgDEiMg+nuLrcR9c1BoCFa3Zy92dL+W1DHikdm/Pm6UfRPznO32EZY4ypgZoMHhiGM+D3TuApEVmoqg95NyxQVQ9wjbevY0xlm3L38ODUdD79eSOtYyN46sJBnDGwLeKnuRyMMcbUXk0KnDNUdSiAqp4nInMBrxc4xvhaUWk5r85exXMzV1Kuyh9P6Ma1qV2JCrPbvo0xprGpyW9uj4iEqWqJiITiDDQ2JmCoKtOWbuH+L5exfucexvZN4m+n9qF9iyh/h2aMMaaOalLgvAj8JiJLgF5Y640JIJlb8rnns6XMzdpBj6Ro3r1yOMd0S/B3WMYYY47QYQscVX1NRP4HdAFWqqottGkavdzCUp6Ynsk7C9bSLCyYu0/vw8UjOhJSz7d9G2OM8Y/DFjgi0henFac58G8R+U1VP/d6ZMZ4QblHmfzjOh6dlkHunlJ+d1QHbj25Jy2ahfk7NGOMMfWoJl1UT+Pcov0K8BowFbACxzQ681Zu597PlpG+OZ+jOrfgH6f3oW9bu+3bGGMCUY1uD1HVLBFRVd0mIvneDsqY+rRuRyH3f7mMaUu30C4+kmcvGsyp/dvYbd/GGBPAalLg7BSRq4FmInIhkOPdkIypH/lFpTw3cyWvz1lNSLDwp5N7cOVxXYgIDfZ3aMYYY7ysJgXOFTiT/G0HUtznxjRY5R7lo0XreWRaJtsLijl7SDtuH9eLpNgIf4dmjDHGR6pbbLNHhaevV3icAOz0WkTGHIEfVu/kns+WsnRjHkM6xPPqZSkMah/v77CMMcb4WHUtOC9Veq44a0IpcILXIjKmDtbvLOTBqel8sWQTbeJseQVjjGnqqltsc3RV20XE2vlNg7G7uIwX0lby8uxVBAncdFJ3rh7VlcgwG2djjDFNWXVdVP9R1Qvcx7eq6mPuri+xFhzjZx6P8sniDTz8VTpb84uZMKgtt4/rRdv4SH+HZowxpgGorouqVYXHpwJ7Cxxr8zd+tWjtTu79bBm/ZOcyMDmOFy4eytCOzf0dljHGmAakpsskVyxq1BuBGHM4G3P28ODUdP73y0ZaxYTz2HkDOWtwO4KCrOY2xhhzoOoKHD3EY2N8ak9JOS9+t5KXZq1EFf54QjeuOb4rzcJrWp8bY4xpaqr7C9FXRN7Dab2p+LiPTyIzTZ6q8unPG3noq3Q25RZx6oA2/OWUXiQ3j/J3aMYYYxq46gqc8ys8fvEQj43xip/X53DPZ0tZvC6Hfu1ieerCwRzVuYW/wzLGGNNIVHeb+HfeuKCInAWcp6oXuc9HAE8BZcDXqnqPiAQBzwMDgWLgSlXN8kY8pmHZnFvEw1+l88niDSREh/PwOQM4d2iyjbMxxhhTKz4dxCAiTwFjgZ8rbH4ROAdYBXwhIoOBzkCEqo50C6DHgAm+jNX4VlFpOa/MWsXzaSsp9yjXpnbl+tHdiLZxNsYYY+rA13895gH/Ba4GEJFYIFxVV7rPpwEnAW2ArwBUdYGIpPg4TuMjqsoXSzbxwJfpbMjZw7i+rblzfG86tLRxNsYYY+pOVOv/BikRuQK4udLmy1X1RxFJBa5R1QtFJBn4WFWHu6+bBHQBWrvbp7rb1wFdVLWs0nWuAq4CSEpKGjp58uR6fy8ABQUFREdHe+XcgexweVuTW8576SVk7vLQPiaIi3qF0btl056B2L7X6sbyVnuWs7qxvNWet3M2evToRap6UEOIV1pwVPU14LUaHJoHxFR4HgPkAFGVtgdVLm7c67wMvAyQkpKiqampdYy4emlpaXjr3IHsUHnbml/EI19l8NFP2bSICuOBs3tyfkp7gm2cjX2v1ZHlrfYsZ3Vjeas9f+XMrwMcVDVPREpEpCvOGJyxwD1AMnA68IE7BmeJH8M09aSotJzX567muRlZlJR7+MNxXbjhhG7ERoT6OzRjjDEBpiGM4LwGeBcIxrmL6nsR+REYIyLzcObeudyfAZojo6pMW7qZ+79czvqdezipdxJ/PbU3nROa+Ts0Y4wxAcrnBY6qpgFpFZ4vAEZUOsaDU/iYRm7pxlzu+3wZC1btpEdSNP++YjjHdk/wd1jGGGMCXENowTEBaHtBMW/8VsysaXOIjwzlvjP78bth7QkJDvJ3aMYYY5oAK3BMvdo7zuaFmSspLCnj8qM7c+OJ3YmLsnE2xhhjfMcKHFMvyj3KJz9l8/g3mWzKLeLEXq04MSGfi06zpcuMMcb4nhU45oioKt9lbuPBqemkb85nYHIcT1wwiBFdWpKWlubv8IwxxjRRVuCYOvttQy4PTF3O3KwddGgRxbMXDebU/m0QsflsjDHG+JcVOKbWsncV8tjXmUxZvIHmUaH8/bQ+/H5EB8JDmvYsxMYYYxoOK3BMjeUWlvJcWhZvzl2DCFyb2pVrju9KXKQNIDbGGNOwWIFjDqu4rJx35q/lmRlZ5BWVcs6QZG4Z04O28ZH+Ds0YY4ypkhU45pA8HuWzXzfyyLQMsnftYVSPRO4Y14s+bWP9HZoxxhhTLStwTJXmrdzOA1+ms2RDLn3axPLOFf05rnuiv8MyxhhjasQKHHOAjM35PDh1OTMzttEuPpInLhjIhIHtCLKVvo0xxjQiVuAYADbnFvH4Nxl8tCibZuEh/OWUXlx2dCciQu3OKGOMMY2PFThNXH5RKS99t4pX56zC44FJx3Tm+tHdaN4szN+hGWOMMXVmBU4TVVLm4f0f1vHUtyvYubuECYPa8qeTe9K+RZS/QzPGGGOOmBU4TYyqMvW3zTz8VTprdhQyoksL7hzfmwHJ8f4OzRhjjKk3VuA0IT+u2cm/vlzO4nU59EiK5o2Jw0jtmWhLKxhjjAk4VuA0AVlbC3j4q3S+XraFpNhwHj5nAOcMTSbY7owyxhgToKzACWBb84t4avoKJv+4nsjQYP50cg8mHduZqDD7shtjjAlsPvtLJyJxwL+BWCAMuEVV54vICOApoAz4WlXvEZEg4HlgIFAMXKmqWb6KtbHbXVzGq7NX89KslZSUebh4eAf+eGJ3EqLD/R2aMcYY4xO+/Ff+FuBbVX1SRHoC7wNDgBeBc4BVwBciMhjoDESo6ki3AHoMmODDWBulsnIPHyzM5onpmWzLL+aUfq25bVwvOic083doxhhjjE/5ssB5Aqc1Zu91i0QkFghX1ZUAIjINOAloA3wFoKoLRCTFh3E2OqrK9OVbeXDqclZu201Kx+a8ePFQhnZs7u/QjDHGGL8QVa3/k4pcAdxcafPlqvqjiLQGpgI3ASuBj1V1uPu6SUAXoLW7faq7fR3QRVXLKl3nKuAqgKSkpKGTJ0+u9/cCUFBQQHR0tFfOfaRW5ZTzn4wSMnZ5aB0lnNczjCGtghvEnVENOW8NleWsbixvtWc5qxvLW+15O2ejR49epKoHNYR4pQVHVV8DXqu8XUT6A5OBP6nqd24LTkyFQ2KAHCCq0vagysWNe52XgZcBUlJSNDU1tb7ewgHS0tLw1rnrKmtrPk98s4IvlmwiITqM+87swYXD2hMaHOTv0PZpiHlr6CxndWN5qz3LWd1Y3mrPXznz5SDjPsCHwAWq+guAquaJSImIdMUZgzMWuAdIBk4HPnDH4CzxVZwN3cptBTz97Qr+98tGIkOD+b8TunHV8V2JDrc7o4wxxpi9fPlX8QEgAnjK7T7JVdUJwDXAu0Awzl1U34vIj8AYEZkHCHC5D+NskFZv383T367g0583EB4SzNWjunLVqC60sDWjjDHGmIP4rMBxi5mqti8ARlTa5sEpfJq8tTt28/S3WUxZnE1YSBBXHteFq0Z1sVu+jTHGmGpYv0YDtW5HIc/MWMEnizcQEiRMOqYzVx/flcQYK2yMMcaYw7ECp4FZv7OQ52Zm8dGibIKChEtHduTa47vSKjbC36EZY4wxjYYVOA3Ehpw9PDsjiw8XridIhItHdOTa1K4kWWFjjDHG1JoVOH62KXcPz83M4j8/rgfgd0d14LrRXWkTF+nnyIwxxpjGywocP9mSV8TzM7N4/4f1KMp5Ke25fnQ32sVbYWOMMcYcKStwfGxrXhHPp63kvR/W4fEo56Ukc/3obiQ3j/J3aMYYY0zAsALHR7blF/Pidyv594K1lHmUc4a0448ndKd9CytsjDHGmPpmBY6XbS8o5qXvVvLOgrWUlHk4e0gyfzyhGx1b2grfxhhjjLdYgeMlO3eX8NKslbw9by3FZeWcOagdfzyxO50TrLAxxhhjvM0KnHq2a3cJL89exVvz1rCntJwJA9vyxxO70zXRVp81xhhjfMUKnHqSU1jCq7NX88bc1RSWlnPagLbceGI3urWKOfyLjTHGGFOvrMA5QrmFpbw2ZxVvzF1DfnEZp/Zvw40ndadHkhU2xhhjjL9YgVNHeUWlvD5nNa/NWU1+URnj+rbmxpO607tNrL9DM8YYY5o8K3BqKb+olDfnruGV2avIKyrj5D5J3HhSd/q2jfN3aMYYY4xxWYFTQwXFZbw1zylscgpLOal3K246qQf92llhY4wxxjQ0VuAcxu7iMr5YVcLNs2awq7CUE3q14qaTujMgOd7foRljjDHmEKzAqYaqcvbz88jYUsrxPRK5eUwPBrWP93dYxhhjjDkMK3CqISLcPKYH2SuWcuVZR/k7HGOMMcbUUJCvLiQizUTkUxGZJSLTRaSdu32EiHwvInNF5B/utiAReVFE5otImoh081WclY3r15puzYP9dXljjDHG1IHPChzgD8AiVR0F/Bu4zd3+InARcCwwXEQGA2cCEao6ErgDeMyHcRpjjDGmkfNZF5WqPikie5tCOgA5IhILhKvqSgARmQacBLQBvnJft0BEUnwVpzHGGGMaP1HV+j+pyBXAzZU2X66qP4rIDKA/MAbYDnysqsPd100CugCt3e1T3e3rgC6qWlbpOlcBVwEkJSUNnTx5cr2/F4CCggKio20tqdqyvNWe5axuLG+1ZzmrG8tb7Xk7Z6NHj16kqgc1hHilwDkcEekFfAEMBhaoah93+41AKNDW3f6Buz1bVZOrO2dKSoouXLjQK/GmpaWRmprqlXMHMstb7VnO6sbyVnuWs7qxvNWet3MmIlUWOL4cZPwXEbnEfVoAlKtqHlAiIl1FRICxwGxgLjDefd0IYImv4jTGGGNM4+fL28RfB95yu6+Cgcvd7dcA77rbvlbV70XkR2CMiMwDpMKxxhhjjDGH5ctBxluAcVVsXwCMqLTNg1P4GGOMMcbUmi9vEzfGGGOM8Qm/DDL2BhHZBqz10ukTcO74MrVjeas9y1ndWN5qz3JWN5a32vN2zjqqamLljQFT4HiTiCysaoS2qZ7lrfYsZ3Vjeas9y1ndWN5qz185sy4qY4wxxgQcK3CMMcYYE3CswKmZl/0dQCNleas9y1ndWN5qz3JWN5a32vNLzmwMjjHGGGMCjrXgGGOMMSbgWIFjjDHGmIBjBU4V3HWz5ovIIhG5QkS6icgcEZktIi+IiOWtAhEJFZH3RGSem6NelrPqichwEUlzH1eZKxH5h4j84Ob1KL8G3ABUytkgN19pIjJNRJLc7X8QkYUiskBETvNrwA1ExbxV2HaRiMyv8NzyVkml77dWIvKpiMwSkbki0tXdbnmroIqf0QXu77bXK/xe813OVNU+KnwAqcBnOMVfNHA38D8g1d3/InCWv+NsSB/ABOAD9/EY4GPLWbX5ug1nAdkF7vODcgUMAWbgrMXWAfjR33E3sJx9BwxyH18NPA60do8JB+L2PvZ37A0pb+62wcC3FXJpeTtM3oA3gfPdx6OBUy1vh83ZFGC8+/hd4HRf58z+qz7YWJykT8EpdD4HhuL8QgWYCpzkn9AarEwgxK3QY4FSLGfVWQmcXeF5Vbk6FmfxWVXVdTj5PWimziakcs4uVNWf3cchQBFwFDBXVYtVNRfIAgb4NMqG54C8iUhL4F/ATRWOsbwdrPL32zFAsohMB34PpGF5q6xyzhYDLUREgBicvws+zZkVOAdLAFKA89i/0nmQumUokI9TeZr9CoBOQDrwCvA0zh16lrMqqOrHOD/se1WVq1ggt8IxTTqHlXOmqpsARORo4AbgCSxnB6mYNxEJBl4DbsHJzV6Wt0qq+BntBOxS1ZOAdcDtWN4OUEXOVuD8LVgOJOEUhT7NmRU4B9sBTFPVElXNwPnPsOIXIAbI8UdgDdjNODnrAQwE3gLCKuy3nFXPU+Hx3lzluY8rbzcuEbkAp0vvVFXdhuXscIYC3YEXgMlAHxF5EstbTezA6UoGp2U/Bcvb4TwFHKeqvYC3gcfwcc6swDnYHGCcONoCzYBvRSTV3X8KMNtPsTVUu9hfle8EQoHFlrMaqypXc4GxIhIkIh1wWhFtgT+XiFyM03KTqqqr3M0/AMeJSISIxAG9gd/8FWNDo6o/qGpfVU0FLgSWqepNWN5qYg4w3n08CliK5e1wduIUNAAbgeb4OGch3jpxY6Wqn4vIKJwvRBBwPbAaeEVEwnCa2z7yY4gN0RPA6yIyG6fl5k5gIZazmrqVSrlS1XI3n/PZ/31o2NfV8jROV8EnThc/36nqP0TkaZwCMQj4q6oW+S/SxkFVN1veDutW4FURuRbnn7mLVHWX5a1aVwKTRaQMKAH+4OvvNZvJ2BhjjDEBx7qojDHGGBNwrMAxxhhjTMCxAscYY4wxAccKHGOMMcYEHCtwjDHGGBNwrMAxxtSaiPQVkS9EZKaI/Cgi97hTsnv7uv3daRzq+7ypIjK5hsemuYug9hGR293FF08WkXNFJF1EHqzv+IwxtWcFjjGmVkQkHmcm3JtUdTQwAuiPs+ilt50D9PHBdQ7nUlVdBrTFmfjtFFX9CLDixpgGwib6M8bU1gRghqquAHAnJbwUKHFnZL5GVS8EEJHNqtpaRN4EWrofjwB34Ez+9TLOhH33A+U4C/ZdjbOg4XggCugKPAR8A0x0r/OTqv6wNyAReQBn+vyWwC+qermI3A10BloBHYGbVXWaiJwG3IszYdsu4FecdXL2nus8nPWayoE5qnpHNbnYiLNQ6r21SaAxxvuswDHG1FZbYFXFDapaAHCYXqoZqvqEWwRFqOpwt1srAzhWVbeKyH04RUwpEKeqY0WkO/CZqr7pFkqbKxU3sTgLIY5xV7RfKiLt3N3FqnqKiIwBbnVXg34aGKmqW0Tk3YoBikgL4B4gRVULReQdERmjqt9U9YZU9SGc4ssY08BYgWOMqa21wJCKG0SkM9C+imMrVjwZVTxOBNoAH7jFUSROS00W8LN7zHogopp49gCtROR9nJXto3HWQwNYXOkciUCeqm5xt88GWlc4Vzf3mC/deGJwWpCqLHCMMQ2XjcExxtTW5zgL0nYFEJFQ4HGgH1CEU7AgIh2BFhVe56ni8XYgG5jgLgJ5PzDD3VfVOjIeDv69dQrQXlV/h7MOWiT7C6vK59gKxIhIovt8RKX9q3GKoTFuPM8AC6qIwxjTwFkLjjGmVlQ1T0Quw1kgNAinleMz4AUgGMgRke9xFg5dfZhzeUTkRuAL91x5wKVAh0O8ZBHwiIgsV9WZ7rYfgLtEZBZOQbMKpxvtUNe7AaeFJhenWFpRYf82EXkc+M5d1HMN8EH1GTHGNES22KYxpkkRkb8Aj6tqsYj8G/haVd+uxevTcAZSp1exbyLQ6zADk40xPmBdVMaYpiYfWCAic3G6sv5Th3O8LSIH3K4uIufi3B1mjGkArAXHGGOMMQHHWnCMMcYYE3CswDHGGGNMwLECxxhjjDEBxwocY4wxxgQcK3CMMcYYE3D+H3oMumYObb6mAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot torque as a function of Phi0\n", "from SciDataTool.Functions.Plot.plot_2D import plot_2D\n", "from numpy import array\n", "\n", "plot_2D(\n", " array([x*180/pi for x in Xout.xoutput_dict[\"Phi0\"].result]),\n", " [Xout.xoutput_dict[\"Tem_av\"].result, Tem_av_ref],\n", " legend_list=[\"Pyleecan\", \"Yang et al, 2013\"],\n", " xlabel=\"Current angle [°]\",\n", " ylabel=\"Electrical torque [N.m]\",\n", " title=\"Electrical torque vs current angle\",\n", ")" ] }, { "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": "3.8.6" } }, "nbformat": 4, "nbformat_minor": 4 }