{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Standard stuff\n", "import numpy as np #For almost everything\n", "import matplotlib.pyplot as plt #For plotting\n", "from matplotlib.backends.backend_pdf import PdfPages #For saving figures to single pdf\n", "\n", "#*******************************************************************************************************\n", "#Setting RC Parameters for figure size and fontsizes\n", "import matplotlib.pylab as pylab \n", "params = {'legend.fontsize': 'xx-large',\n", " 'figure.figsize': (20, 10),\n", " 'axes.labelsize': 'xx-large',\n", " 'axes.titlesize':'xx-large',\n", " 'xtick.labelsize':'xx-large',\n", " 'ytick.labelsize':'xx-large'}\n", "pylab.rcParams.update(params)\n", "#********************************************************************************************************\n", "\n", "# Import pyliso tools\n", "from pyliso import Circuit, Root, round_to_nearest_value" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Assuming your system recognize liso command.\n", "Choose linux or osx otherwise.\n", "########################\n", "# Parsing complete #\n", "########################\n", "\n" ] } ], "source": [ "fflow = 0.1\n", "ffhigh = 1.0e7\n", "numPoints = 8000\n", "PMCLPF = Circuit('')\n", "PMCLPF.parseFil('LowPrefFilter.fil')\n", "PMCLPF.setInNode('IN')\n", "PMCLPF.setOutNode('OUT')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Assuming your system recognize liso command.\n", "\n", "Choose linux or osx otherwise.\n", "This transfer function is defined with:\n", "1 poles:\n", "a single pole at 2.000000 Hz\n", "1 zeroes:\n", "a single zero at 482.000000 Hz\n", "a gain of -10.000000\n" ] }, { "data": { "image/png": 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ltTZQ+EtSiqTlkqZIOk1STUk1JPWUNFXS1wU1AACf6ZhSQ9Nv7avLezbTcxmb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\nG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"text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "PMCLPFIdeal = Root('')\n", "PMCLPFIdeal.addPole(2) #Pole at 2 Hz\n", "PMCLPFIdeal.addZero(482) #Zero at 482 Hz\n", "PMCLPFIdeal.setFactor(-10) #DC gain of 10\n", "PMCLPFIdeal.displayTF()\n", "PMCLPFIdeal.computeTF(fflow, ffhigh,numPoints)\n", "fig = PMCLPFIdeal.plotTF()\n", "fig" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Creating fitted Tranfer Function\n", "Assuming your system recognize liso command.\n", "Choose linux or osx otherwise.\n", "########################\n", "# Parsing complete #\n", "########################\n", "\n" ] }, { "data": { "image/png": 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SFhZmtT3GGjTI/LFt7969ZhNjKSkpHD16lO7duxeY39/fHy8vL/bu3Zsrbe/evZQrV47a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"text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fig2 = PMCLPF.optimizeCircuit(indParam={'R11':[40,20000],'C11':[0.0000001,0.00001]}, \n", " constraints=['R12 = k*R11','R13 = k/C11'],\n", " fitModel=PMCLPFIdeal,\n", " fitType = 'absolute',\n", " update=True,\n", " minNoise = ['OUT', 0 , 100, 1e-6],\n", " minInput = [0, 100, 1])\n", "fig2" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'C11': 2.555846168330859e-06,\n", " 'R11': 3160.14965747305,\n", " 'R12': 31601.4965747,\n", " 'R13': 129.1548779775}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "PMCLPF.fitEstimates" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{}" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "PMCLPF.fitUncert" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": true }, "outputs": [], "source": [ "PMCLPF.computeInNoise('IN','OUT',fflow, ffhigh,numPoints)\n", "PMCLPF.computeAllInNoises('IN','OUT',fflow, ffhigh,numPoints)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/anaconda2/lib/python2.7/site-packages/matplotlib/cbook/deprecation.py:106: MatplotlibDeprecationWarning: The set_color_cycle attribute was deprecated in version 1.5. Use set_prop_cycle instead.\n", " warnings.warn(message, mplDeprecation, stacklevel=1)\n" ] }, { "data": { "image/png": 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7zsm0T4DkPHk/MMZMAQbj7AMRwKU4rz4E51pRlwGzgZk4r+CbS54r3Ky1O1xXJz7sOvbd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\n1NSUOjvXt29E02yn0uUmzbZflWLa7DLuuRLVOaodo9bzpZq5I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"text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fig3=PMCLPF.plotAllInNoises()\n", "fig3.gca().set_title('Minimum Noise at output node requirement')\n", "fig3.gca().set_ylabel('ASD [$V/Hz^{1/2}$]')\n", "fig3" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Assuming your system recognize liso command.\n", "Choose linux or osx otherwise.\n", "########################\n", "# Parsing complete #\n", "########################\n", "\n" ] }, { "data": { "image/png": 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PvUmTJu7yyqrP0Srtuvu65v7UobSYoxnkrDEXPVGh8MKq7ltq6BoWtcXdu3eX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\nWNs0N9WKDm3XR8SvgbPJ4Oqqv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"text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "PMCLPFfitted = Circuit('')\n", "PMCLPFfitted.parseFil('LowPrefFilter_fitted.fil')\n", "PMCLPFfitted.computeTF('IN','OUT',fflow, ffhigh,numPoints,computeMaxInput=True)\n", "fig4 = PMCLPFfitted.plotMaxInput()\n", "fig4.gca().plot(PMCLPFfitted.ff,np.ones(numPoints+1)*1)\n", "fig4.gca().legend(['Maximum allowed input', '1.0 V'],ncol=2)\n", "fig4.gca().set_title('Maximum Input Voltage requirement')\n", "fig4" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "This circuit has the following parts:\n", "C11 is a 2.555846e-06 F capacitor\n", "LT1028 is an op-amp\n", "R12 is a 3.160150e+04 Ohm resistor\n", "R13 is a 1.291549e+02 Ohm resistor\n", "R11 is a 3.160150e+03 Ohm resistor\n" ] } ], "source": [ "PMCLPF.displayParts()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "This circuit has the following parts (Values chosen from E24 sequence):\n", "C11 is a 2.600000e-06 F capacitor\n", "R11 is a 3.160000e+03 Ohm resistor\n", "R12 is a 3.160000e+04 Ohm resistor\n", "R13 is a 1.330000e+02 Ohm resistor\n", "LT1028 is an op-amp\n" ] } ], "source": [ "PMCLPF.displayPartsRealValues('E24')" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Assuming your system recognize liso command.\n", "Choose linux or osx otherwise.\n", "########################\n", "# Parsing complete #\n", "########################\n", "\n" ] } ], "source": [ "PMCLPFReal = Circuit('')\n", "PMCLPFReal.parseFil('LowPrefFilterReal.fil')\n", "PMCLPFReal.computeTF('IN','OUT',fflow,ffhigh,numPoints)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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b6vXPtmvkQwu0Yus+r9sCAAAAgKhy84yxKZK2WWt/Y61dZq09aK3NstYutdae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\ngg==\n", "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fig5 = PMCLPFReal.plotTF()\n", "fig5" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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Hfn4+X/3qV7njjjtwuVx4vV4yMjL4zW9+w1133cXXvvY1mpub+fGPf3zCtsWT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FumG1uvuSUi6lIYWzK3UqaUHgUerXz8WET8GnBbRFyZUvreGc4rRsSfA9cBLwLOWBiTJJU15DK8\n8JLVvPCS1QyOFPniQ4e49b59fPRbT/D3d+5mXUcTL79yHa+4Yh2XnddOeP+uJEmSpFm2ZApjk/hH\n4C+BV1PZT+wMTm7Uv7KuGUnSItWUz/LSy9fy0svX0js0yu0PHuTWe/fxf776GDd/+VE2rWjhFVeu\n4xVXruPi1fX91zhJkiRJOmkpF8aaKsdl04jdXDkeqlMu0ryxGG6v1vzW1pjjR646jx+56jyO9w/z\n+QcOcOu9+3nfFx/hpjseYcvqAq+4ci0vv2Idm1a2znW6kiRJkhaxRV8Yi4hVKaXJClq/UDl+c1zs\n8pTSkxPObwLeAowCt9UtUUlagjpbGnjVszfyqmdv5HDPEJ/77n5uvXcff37bw/z5bQ9zxfoOXn7F\nWl52xTrO62ye63QlSZIkLTILujAWEb8MdAInH1lwRUT8buX9p1NK9wF/GxErgO3AE5X4G4AXA18D\nPjJuyL+oPJnyq5XY1cBrgKcBv5tSery+v0iSlq6uQiOvuXYTr7l2E/uOD/Bv9+3n1vv28Y7PPsQ7\nPvsQ15y/jOu3LOdHn30BXYXGuU5XkiRJ0iKwoAtjwG8A54/7fFXlBbAHuA/4KPBa4OeALmAI2AH8\nFvBXKaWRceffBtxYeS0H+oHvAL+dUvpE3X6FJOkU6zqb+fnrLuTnr7uQXUf6+Lf7yyvJ/uS2nfyv\nL+zk2otW8LLL1/Hip69iVaHp7ANKkiRJ0iQWdGEspbRpGjEfAz42zfH+Cfinc0xLklRDm1a28kvb\nNvNL2zbznUcP8MVHTvDpe/fxln+9n7f8KzxzQyfXP301Nzx9NZtXtfl0S0mSJEnTtqALY5KkpWVz\nVytXXbiGX7v+YnYc7OELDxzkC987yDs/v4N3fn4H569o4fpLV3P901dz9fnLyGUzZx9UkiRJ0pJl\nYUyStOBEBJesaeeSNe284UVP48CJQb7wvYPc/uBBPnTnbj7wH4+xrCXPtktW8eJLV/O8zSvpaM7P\nddqSJEmS5hkLY5KkBW9NRxM/9Zzz+annnE/P4AhffvgIX3jwALc/eJBP3L2XbCZ41sZOtm5ZxQsu\n7mJDwdstJUmSJFkYkzRBmusEpHNUaMrzsivW8rIr1jJSLPGdx4/zpYcP8aWHD4/dcrmiNc8LKkWy\n657WxbLWhrlOW5IkSdIcsDAmSVq08tkMP3DBcn7gguX85ksu4VDPIF95+Ai3P7iPOx46xCfu3ksE\nXLG+k+ddtILnXrSSq89fRnNDdq5TlyRJkjQLLIxJmpQP9tNitKrQxI9dvZ4bLu6gpbWN+/Yc50sP\nH+bLDx/m5i8/yl9v30lDNsNVGzt57kUrufaiFTxzQycNOTfxlyRJkhYjC2OSpCUpmwmu2riMqzYu\n41dffDG9Q6N8a9eT3LnzKHfuPMq7//1h3nU7NOezXLNpGc9a38bzLl7LFes7aMq7okySJElaDCyM\nSZIEtDXm2LZlFdu2rALgRP8IX3+sXCT72s4jvOeLR3jPF3eRzwaXn9fBNZuWc/X5y7jm/GWsaGuc\n4+wlSZIkzYSFMUmSJtHRkuclz1jDS56xBoDHDz7JjqMjfHv3k9y16xgf/Ooubv7yowBcuLKVq89f\nxtXnL+OK9Z2safExFpIkSdJCYGFMkqRpWNaS5/rVy7n+6asBGBwp8t29J/j27mN8e9cxbv/eQf75\nrj0ANOYyPGNdO1es7+SK9R1csb6TC1e2ksm4eZ8kSZI0n1gYk3QqF7pI09KUz3LNpuVcs2k5vABS\nSuw+2s+9e47z7UcP89Chfj72rSf44Nd2AVBozHHZeR1cvr6DS9cWuGRNO6ub/Q9OkiRJmksWxiRJ\nqoGIYNPKVjatbOWFF7VTKBQolhKPHOrl3j3HuW/Pce7fc4IPfnUXw8USALlMsHlVG09f284lawtc\nuradS9a001VwzzJJkiRpNlgYkzSpCG/5ks5VNhNsWVNgy5oCr7xmAwAjxRKPHenje/u7uXf3UXYe\nHeSrO4/wie/sHTtvZVsjm1e1cn5nI5eet4yLVrWxeVUba9qb/G9TkiRJqiELY5IkzaJ8NsPFqwtc\nvLowtrIM4Mm+YR7a382D+7t56EAPOw/38tkHDvGxu/ePndvakOWiVW1c1NXGho48l563nPNXtLJx\nRQttjf5PuiRJklQt/xYtSdI8sLy1geduXslzN68ca+vu7mYwGnjkUC87D/ex81AvOw/38vVHj/Kv\nJwaBXWOxK9sa2LC8haaRQe4eeZjzl7dw/ooWNq5ooaut0ZVmkiRJ0iQsjEmSNE9FBKsKTawqNPHc\ni1ae0nfgyDGODGXYfbSf3U/28fjRfnYf7efhQyW+fsf3SeP29W/OZzlvWTPrOptZ19FUPo57v6aj\niaZ8dpZ/nSRJkjT3LIxJkrQAtTbmWLOywGXndZzSvn37dq59/g+x59gAjx/t5/EnywWzfccH2Hdi\ngAf3dXOkd+i08Va2NbCus5m1HU2sbm9iVaGRrkIjqwpN5WN7IytaG8lmXHkmSZKkxcPCmKRTJNLZ\ngyTNa425LBd1lfcim8zgSJEDJwbZd2KAfccH2V8pmu09Psijh/u4c+dRugdHTzsvE7CirZFVhcZT\nCmfLWxtOeS1rbWBFa4Or0CRJkjTvLYnCWEScD7wDuAEoADuAd6WUPjghLgf8DvCzwFrKm7e8F3hf\nSslqgSRpUWjKZ9m0spVNK1unjBkcKXK4Z4hDPUMc7hkce3+oe4hDPYMc6hnigcrqs9IU/wvZnM+e\nVixb1tLA8tY8jVFi1bI22pvytDfn6WjOjb23oCZJkqTZsugLYxFxHvANoAm4CdgPvAL4PxHRmVJ6\n97jwvwFeB7wf+CblQtpNwHLgj2Yzb2muebOUtLQ15bNsWN7ChuUtZ4wrlhLdAyM82T/Mk33l17G+\nYY5Wjifbj/UN89iRXp7sHaZvuHjGMRtymUqRLEdHc/6U4llbY562xiwtDTnaGnO0NuZoacyW3zfk\naG3M0tpY7vPftCRJknQ2i74wRnkF2CrgeSmlOyttfx0RnwbeHhH/kFI6GhFXUi6KvSul9OuVuA9E\nxD8Db4mI96eU9s9++pIkzV/ZTLCssiLsoq7pnTM0WmTf4eOUco10D4xwYmCE7sFRugdG6B6sfB4Y\npXtwhO6BEY73D/P4k/2cGBihd3CU4WJperkFtDQ+VUBrbSgXzZryWZrzWRrzGZor75vyWZobsjTm\nMjQ3ZGnKlT+n0WGWtQ89FVOJa8qVz2/IZsi475okSdKCtRQKY9cBO8cVxU76B8orx34E+N/Aqyrt\n75kQ9x7gxytxf1PHPCVJWhIac1lWtjVQKEy+B9rZDI+W6B8epXdolL6hIn3Do/QNlV+9Q8WxvmPd\n/YyQLfcNV/qGygW3geEigyMlBkeKDIwUGRwpTnlL6NnkMkFDLlN+ZcvHXAaa8rlT2ia+b8xlyGcz\nUBqlrbnplJhcJsiNO44OD9HW2kMukyGfHddX6R8eHKC9UCI/1p4hlw1y2WCof4SUHyF/si0TRFjM\nkyRJgqVRGGsA+idp76scr6FcGLsGOJhS2j0h7ptACbi6bhlKkqRpKxeQGuhsaThjXE9PD4VCYVpj\nppQYLpbGimUnC2ZHj/eQyTed0jY4Ui7MDRdLDI+Oe4373Dc4TCkyDI+WGKm09w6NjvUPnRJfZKSY\nGJ1pZW4GspWiWqQS+e2fJxNBNhOVI2QjyGTKbWPvx9o4ve3k+ZkgG4wba0L/yfHH91eO2UwQAZkI\nMgFB5RjByMgwzY2NY6vzTsZkYsI5pxyfiiEmP+fkcWhwkJaWvumdA2Qyp39PEAwM9NPWk8hknjoX\nnhpjbJzMU239fcMMxdBpv+GU+EpbKSVSShY2JUmqoaVQGNsBvCQi1qSUDoxr31Y5nlc5rgP2Tjw5\npTQcEUfHxUmSpEUmImjMZWnMZelozo+197TGtItr41VTlDsZWyylchGtWGK0mBgtVY7FxPGeHpqa\nWxgZ60uMFkuMVs7p7esn19DEaKlUGafcP1JK9PUPkMs3MFJMFEulShGuPM6u3Y+z9rz1lFKiWEpj\nx2KpXCwsTtJ+emx5vKHRRDFBqTShP6VyW0qUSpzWViw99T4lSKn8HaVUfk6yW8WdbrJi4PhCWvBU\n8fHUfipFtUQumzmt8JaJIJVK5HLZ08bv6R7grx+686n4DFOOP1Vh77T4zFPx5eJpplI4La98zFQK\nuCcLp7nKb8plnyraZjPlz5kor5QcGRqktbX/lPPGzp1kvGwmUx4n+1RfPltZuekKS0laEpZCYex9\nwH8G/iUifpOnNt//hUr/yV2Fm4HuKcYYrPRPKiJuBG4E6OrqYvv27eeedZ2VSiUymcy8H38m41Rz\nznRjzxZ3pv6p+np7e+fltfLQnhEA7rzzTlY0Z+p+rUBtrpeZjlHr66Ue1wrM3+tlIueW6mKX0twy\nkXNLdbFni2k507VCiUyx0pepvCou3zBCW9vhaeV5boKZPtYlpXJBLyJDAkoJEkAqL+lPlc+p8rnc\nnk5trxTXxs4f15eAYqkEEZOONf47Tz0vndZeKiWIOLV9LM9yEhPPKVbOOTX2ZEw65XOplEjEqd85\nLvbk+aXKd008/+SfxVj/xHwqfWnkqe8oVsbJpCI93cdP/82TfR5X1Jzs+08/P1XyolxcHfeaD3IB\nuQxjqyVzmfLnXGV1ZPl4si3G3meDyq3NjMWMnR+JhmyQzwb5DOX3GU57n88GDePe5yjRkMtMq1jn\n31vOzr+3VBfr31v8e8t0Y+s1t9TLoi+MpZRui4jXA38GfLXSfBz4ReBDQE+lbQBonGKYpkr/VN9x\nM3AzwJYtW9LWrVvPPfE6q+Zfsudy/JmMM5N/pT/XuDP1T9W3fft25uO1cuCbj8N37+faa69lXWdz\n3a8VqM31MtMxan291ONagfl7vUzk3FJd7FKaWyZybqku1rnFuaWa2MUyt6RULpidXAn51ArF8irD\n0QltxVKip7eXxqaWymrE8srIkysTJztvYvtoZVXlSLHEyGh51eXY+2KJ4WKif3CIyGQZKZZvwR4Z\ne6Wx94OjiZHRp1aAnlwNOlIsVlZvnlvVr7GyT2FT5UEiTbmnHiLS2lB+cm8+SnS0NtHSmKMlny0f\nG7KVV/mBJGl0iK5l7TTnyw8naak8hORk4c25ZX6M79wy9/x7S3Wx9fp7S70s+sIYlAtXEfEh4Aog\nC9wDnF/pfrhy3AdcPvHciGgAVlT6JUmSJM2CiJN71mWnfU5PDwvi/7weO9FNY3MLgyMlhkaLDI2U\nGDx5HCkyVNmL8OT7k8fuvn5SJj92zvhzB4aL9A8XOdpXfpJv39AoAyMlBoaL036aL5RXwbU15mhv\nztGaz9DR0kihKU97U45CU45CU55CU448Rbo6eyg05WhvPtmfP+V2dElaCJZEYQwgpTRIeSN9ACLi\nhsrb2yrHu4DrI2JjSunxcac+m/JNB3fNSqLSPOF2GpIkSfWRywQtDTnO8gyR08x0VcdIsUT/cPmp\nvf3DRforT/A9cqIXsg30DY8yMPzUU357BsuvY70D9I/C3uMDPDQ4UmkfOettrg0ZWHHnv9PZ0sCy\nljzLWhronHBc1pqv9Jdj2pvyYw/YkKTZtGQKY+NFxFrgtykXu+6oNN9SafsV4DfGhf8KMAx8cjZz\nlCRJkqRayGczdDRnTlvN1dPTUPXtTikl+oeL7DtynJRrpGdwhO7B0bGi2YmBEe576FEKK1ZyrH+Y\nY/0jfO9AN8f7RzjePzxlUS2bCVa0NrCyrZGuQuPYsfy+ofy+0tbRnPehCJJqZtEXxiJiDfA5yoWt\nPcBG4PWUd4B9darshJpS+k5E/B3w6xFRoLy67AbglcAfppS8lVKSJEnSkhYRtDbmWNPeOPUeY+xh\n69YrT2svlVJ5JVr/MMf6hznePzJWPHuyb4gjPcMc7h3iSO8QDx/s4UjvECPF0ytp+Wywsq2RVe1N\nrG1vYk1HE2s7Th6bWdvRxKr2Rhpz078NV9LStegLY0Av8Cjw88Aq4AjwGeBtKaU9E2J/AXgc+Bng\ntcAu4I3ATbOUqyRJkiQtSplM0NGSp6MlzyZazxqfUuLEwAhHeoc41DPEkd5hDveUC2eHe4Y42D3I\nzo8lyAUAACAASURBVMO9fPWRI/QMjZ52/sq2xnEFsybO62xmw/IWNi5vYcOyFmb3uXeS5qtFXxhL\nKfUCPzbN2BHgDysvSZIkSdIciQg6WxrobGlg86qzPAVvcISD3YPsPzHI/uPl44HuAfafGOSJJ/v5\nxqNH6R48tXhWaMyyYXkrG5Y3l4tllYLZhuXNrF/WQlPeFWfSUrDoC2OSqnNuDw+XJEmSZl/5aZn5\nMxbQugdHeOLJfp54coA9x/p55MAJDvaOsPNwH9t3HGZo9Kmnd0bAeZ3NXLCylQtXtnJhV1v5fVcr\n6zqafVCAtIhYGJMkSZIkLXrtTXmesa6DZ6zrAE59uEBKicM9QzxxrFw423W0j8eO9PHo4T7+5e69\n9I67VbMxl2HTinKR7IKVrWxe1cbFqwtsXtXmKjNpAbIwJmlSgf8KJkmSpKUhIljV3sSq9iauPv/U\nvpNFs0crhbLHjvTy6OE+dhzo4QsPHmS08qjNTMD5K1q5eHUbW1YX2NCR48pNcMHKVvJZdzST5isL\nY5IkSZIkTWF80ew5F644pW+kWGL30T52HOhlx8Eevn+whx0HywWzcr3sIfLZ4MKVbTxtdRuXrm3n\n6evaeca6dlYVmubk90g6lYUxSZIkSZJmIJ/NsHlVgc2rCryMtWPtgyNF7t91iL29JXYc7OHhAz3c\n88RxPnPf/rGYrkIjz6gUycq3eLazcXkLEd65Ic0mC2OSJEmSJNVQUz7LJWvaeHbh1IcBnBgY4cF9\n3Ty4v5sH9p3gwX3dfOX7RyhWbscsNOa4tFIsu2xdB1du6KSrycdjSfVkYUySJEmSpFnQ0Zzn2otW\ncO1FT92SOThS5OGDPTywr1wse2BfNx/95hMMjOwCoK0xyxXrO7lyQydXru/kmRs6WdPhbZhSrUxZ\nGIuID53j2H+SUvreOY4haZYl/0FKkiRJmjVN+XLh64r1nWNtxVJi5+Fe7n3iON9+9DAPHuznA195\nlJFi+S/rqwqNXLmhXCS7Yn0HV5zXSUdLfq5+grSgnWnF2KvPYdwEfBCwMCZJkiRJUhWymeDi1QUu\nXl3gh7d0UigUGBwp8r393dz7xHHu23OCe/Yc5wsPHhw754KVrVy5voNnbujk4hUNXL25hcZcdg5/\nhbQwnO1WylenlP6xmgEjYiVwaOYpSZoP3PNTkiRJmj+a8lmu2riMqzYuG2s7MTDCd/ee4J4njnPv\nE8e589GjfPKefQA0ZDNcuq6dqyory67c0MmmFW7uL01Ujz3GvBFLkiRJkqQ662jO87zNK3ne5pVj\nbftPDPD1hw/w0JFB7nn8OLd8+wk++LVdAHS25Mf2KTtZLPMGTC11ZyqM5VNKxWoHTCkdjYgZnStJ\nkiRJkmZubUczL75kJf+18kTMYinx/UM93PP4ce55ovy66Y7vU3kQJhuWNXHVxuXlYtnGTp6+tp2m\nvLdgaumYsjB2LoUti2KSJEmSJM29bCa4ZE07l6xp5yd+YCMAfUOj3F+5BfPbjx7hW7ue5NP3lm/B\nzGeDS9e2j60qe+aGTjataJ3LnyDVVT1upZQkSZIkSfNUa2OO51y4gudcuIKeZ62iUChwsHuQ71RW\nld37xHH+5a49fOjO3QC0N+W4bF2Bazat4JkbO7lyfScr2hrn+FdItTHtwlhE/N1ZQhIwCDwB3JFS\n+ua5JCZJkiRJkmbH6vYmfviyNfzwZWuA8i2Yjxzq5Z4njnHPEye4e9dR3vvFR566BXN5M8/csIwr\n13dw1cZONhYyFOYwf2mmqlkx9kKgGeiqfD4GBNBZ+XwYyAArgBQRnwZ+IqU0VKNcJc2C5PMzJEmS\npCUvmwm2rCmwZU2BVz0benp6yDY2c/+eE9y7p7yy7K5dT3Jr5RbMXKZ8C+aVGzp45oZlPHNDJxeu\nbCWT8SmYmt+qKYy9GPh34O3Ae1JKRwEiYgXwq8CrgRcBTwK/AbwF+H3grbVMWJIkSZIkzb6Whhw/\neOEKfvDCFWNth7oHueeJ43xz5yEePNjPJ7+zjw9//XEACo05tqwpcOGKJi7fsJwta9rZsrpAR4vP\nwlxIiqXEaKlESjBSLFEqpUVV8KymMPYe4PaU0u+Pb6wUyH4vIs4D/iql9HLgdyPiEuBVWBiTFqTF\nM81JkiRJqpdV7U3c8Iw1XLuxlUKhQLGUePRwL9954jj37TnOjgM9fO6BQ9xy9/6xc9Z2NLFlTYHm\n4WGOFPZwwcpWLlzZyrLWhjn8JQtfSomB4SLH+oc51j/Mif4RjvWPcHxgmOP9I/QPj9I3VKRvaJT+\n4SJ9w6P0DxXpGRhmsJjoHx5lpJgYLZYYLSVGi4mRSkFsMtlMkI0gk4HGXJbWhiwtjTmaskFbc57W\nhhytjTmWteRZ3trI8rYGVrQ20BSjbOiC1R1NtDfNfZG0msLYdcBvnqH/m8Cfjfv8ReDlM0mq3iLi\nhZRXvwE8LaX0SKV9K+W8J/N7KaW3z0J6kiRJkiQtSNlM8LTVBZ62usArr9kAQHd3N72lPDsO9PDQ\ngR52HOjmoQM9fP/gCJ977N6xcztb8mxaUS6SXbCylQu6WtmwrIV1nc2saG1YVKuUzialRPfAKE/2\nD/Nk3zDH+oZ5sr98PNY/wvH+crHrWOV4fKDcN1ycemucbCZobcjS2pijZdxxdXsD7S1NNOez5LJB\nPpshlwly2Qz5bJDLZMhly3/2A4OD5PINlEqJYkoUS1AslRgeLdE3XKR/eJTu/iGGi3Cge5DeoVGe\n7BumZ3B00pwKjTnOW9bMus5m1nU2sbI5y5Z1y7hoVRubVrTSkMvU5c93vGoKY0PADwD//xT9PwgM\nj/vcCPTMMK+6iYgG4H1AHzDVM2f/N7B9Qts9dUxLkiRJkqRFKSIqhY9mtl2yaqz99ju+yAWXP5td\nR/p47Egfjx7pY9eRPu589Cif+M7eU8ZoyGVY19HE2o7yOOd1NrG6o4kVrY2sbGtgRVsjy1sbaG/K\nETG/CmhDo0V6BkfpHhihe3CUEwMj5ULXyVf/MIdP9NM9VOJY/zBP9pULXsXS5EWuhmyGzpY8y1oa\n6GjJs2llC53NnbTkE6s62ljWkqezJU9nSwPLWhrobMnT0ZynMZeZ9M+mp6eHQmF6j06YTuxkMcOj\n5d92tHeYvUeO01/KcrB7kL3HBth7fJC9xwe4a/cxTgyMAI8B5ULexuUtXNTVxkWrpirfnLtqCmMf\nB34+IvZSvmXyMEBEdAFvBF4DvH9c/A8BD9Uq0Rp6E7Cccq6/OkXM11NKH569lCRJkiRJWlpymSgX\nPbraTusbGC6y62gfe44NsO945XVikH3HB/jaziMc7B5ksrpRPhusaG2ksyVPoal8K1/b+FdTeZVU\nLpMhn8uQz1RWSGWDhmyGbCYoJSilVHlBX38/jY0nKJYSw8USA8NFhkbLx8GRIgMjRQZHSgyOFukd\nHKV7cGSsCNY9MMLQaGnKP4NMwPLWBjqacqwoNHHhyjauPr98y+Gy1gaWt5YLYMtby69lLQ20NGTP\nucA12xpyGVa3N7G6vYkNhZgyz/1HjnF0KMMjh3rZebj8euRQL196+FDdcqumMPabwGbKe4a9JSJ6\ngAS0U96OaHslhohoAvYC86q4FBHnA78L/DJw/lliW4FRn6opSZIkSdLsam7Icunadi5d2z5p/0ix\nxJHeIY72DnO0b5gn+8rvj/QOc7R3iGP9w/QOjXK0d5jdR/vpHRod21urVjIBzfksTWOvDG1Nedqb\ncqzrbKa9KUd7U5725nJbe3O5WNfelB8rdLU35clkYl4XtWZTW2OOtSsLXHZexyntI8USDe+oz3dO\nuzCWUuoBXhwRrwBeRrmwFJTXuH02pXTruNhBysWn+eavgPuADwJ/cIa4v6Sy+i0i7gP+OKV0S92z\nk+aBqTZWlCRJkqT5Ip/NsLajmbUdzVWdVywlBkaKjBZLDBdLjBbLm8wPF0uMlsqfM5UN5bMRRAQD\n/X20F9rIRNCYy9CYz9Kcz5LPxry7bXOxymfrt9dYNSvGAKgUwG49a+A8ExEvp/wwgB9IKaUpLt4R\n4FPAZ4H9wCbgDcDHIqIrpfS+WUpXkiRJkiTVWDYTtDVWVwrp6UkUCvXb40pzK1KVy0MiogA8B1gF\n3J5SOliPxGopIpqBB4AvpJReX2l7G+VVY2NPpZzi3BbKG++vAc6rrJybGHMjcCNAV1fX1bfcMv8X\nl5VKJTKZ+lVcazX+TMap5pzpxp4t7kz9U/X19vbS1nb6vfRz7Y7HR/jQg8O8e1sznY2Zul8rUJvr\nZaZj1Pp6qce1AvP3epnIuaW62KU0t0zk3FJdrHOLc0s1sc4tzi3TjXVucW6pJta5xbllurH1mlu2\nbdt2V0rpmmklWoWqyqQR8SbgbZSf5piA64GDEbESeAL41ZTS39Y6yRp4K9BZOVYlpdQfETdRvg3z\nWuC2SWJuBm4G2LJlS9q6des5JTsb6n3/cq3Gn8k4tX6ixnTiztQ/Vd/27duZj9fKnq/vhge/y3Of\n+1xWFZpm5V73WnzHTMeYjSewTLf/TH3z9XqZyLmlutilNLdM5NxSXaxzi3NLNbHOLc4t0411bnFu\nqSbWucW5Zbqx9Zpb6mXapcSIeC3wTsqFoRsp7y8GQErpCOXbK3+0xvmds4hYB/wG5cJVZ0RsjojN\nlJ9MCbAxIi44yzC7K8eVdUpTkiRJkiRJs6yaFWO/BnwupfRjEbGCygqpce4GfqlmmdXOKqAR+K3K\na6J/B05QXlE2lc2VY/2eDypJkiRJkqRZVU1h7GLgb87QfwToOrd06uIx4L9N0v7KSvsbgMcBImJ5\nSunJ8UERsRz4VeAYcGd9U5UkSZIkSdJsqaYw1gec6UbPC4Gj55ZO7aWUTgAfn9geEZdV3v7fcZvv\n3xIR/cC3gX3A+cDrgNXAT6eU+mYhZUmSJEmSJM2Cah5X8BXgJyMiJnZUbq38Ocq3JS5kn6K8j9gb\nKK+O+0XKt4i+MKX0D3OZmDRbqntOrSRJkiRJC1c1K8beBnyVcoHsnyptz42IZwFvBJqAt9c0uzpK\nKb2N8m8a33YTcNNc5CPNN8FpNXBJkiRJkhaVaa8YSyndC9wALOOp4tEfAX8G9AIvSSk9XPMMJUmS\nJEmSpDqoZsUYKaWvAc+IiMuBSygX1h4B7k4peQeWJEmSJEmSFoyqCmMnpZTuB+6vcS6SJEmSJEnS\nrKlm831JkiRJkiRp0ZhyxVhElJjBA+pSStlzykiSJEmSJEmaBWe6lfKPOL0w9iPA5cDngR2Vtkso\nb8p/H/CpWicoaZa5XaAkSZIkaYmYsjCWUnrb+M8R8VrgPOCKlNKDE/ouA74I7Kp5hpIkSZIkSVId\nVLPH2JuB904sigGklL4LvBf47VolJmluRcx1BpIkSZIk1Vc1hbELgO4z9J8ANp1TNpIkSZIkSdIs\nqaYw9ijwmohonthRaXst8FiN8pIkSZIkSZLq6kyb70/0DuAfgHsj4gPAw5Q3578EeB1wIfCammco\nSZIkSZIk1cG0C2MppY9EedOhdwJ/ylNPrAzgAPDalNJHap6hJEmSJEmSVAfVrBg7WRz7KHAN5f3E\ngvLtk99OKRVrn56k2ZbOHiJJkiRJ0qJQVWEMoFIA+0blJUmSJEmSJC1I1Wy+L2kJiblOQJIkSZKk\nOpuyMBYR+yLiv1Y7YEQsq5z7vHNLTZIkSZIkSaqfM60YWwM0zXDMNUDjjDKSJEmSJEmSZsHZ9hh7\nd0T8cZVjZnD/bkmSJEmSJM1zZyqM/f05jr3vHM+XJEmSJEmS6mbKwlhK6WdmM5H5IiJywO8APwus\nBXYB7wXel1JyJZwkSZIkSdIicbZbKZeivwFeB7wf+CZwA3ATsBz4oznMS5oVln8lSZIkSUvFmTbf\nX3Ii4krKRbF3pZRuTCl9IKX0SuDjwFsiYu3cZijNnoiY6xQkSZIkSaorC2OnelXl+J4J7e+h/JTN\nH5nddCRJkiRJklQvFsZOdQ1wMKW0e0L7N4EScPXspyRJkiRJkqR6CPeTf0pEfBcYSimdVgCLiEPA\nXSmll07SdyNwI0BXV9fVt9xyS91zPVelUolMpn510VqNP5NxqjlnurFniztT/1R9vb29tLW1TSvP\n2XT77hE+/L1hbnphC4WGqPu1ArW5XmY6Rq2vl3pcKzB/r5eJnFuqi11Kc8tEzi3VxTq3OLdUE+vc\n4twy3VjnFueWamKdW5xbphtbr7ll27Ztd6WUrplWolVw8/1TNQPdU/QNVvpPk1K6GbgZYMuWLWnr\n1q11Sa6Wenp6KBQK8378mYxTzTnTjT1b3Jn6p+rbvn078/Fa2f21XfC9B3je857H8taGul8rUJvr\nZaZj1Pp6qce1AvP3epnIuaW62KU0t0zk3FJdrHOLc0s1sc4tzi3TjXVucW6pJta5xbllurH1mlvq\nperCWERcBLwQWAV8JKW0KyIagDXAgZTScI1znE0DlPcSm0xTpV+SJEmSJEmLwLTX2EXZTcAO4G+B\nPwIurHQ3At8FfrnmGc6ufcC6iY2Vwt+KSr+0qHl7tSRJkiRpqajm5tM3Ab9E+QmNLwXiZEdKqQf4\nV+C/1DS72XcXsCYiNk5ofzblP6u7Zj8lSZIkSZIk1UM1hbHXAf+UUnoT8O1J+u8HLq5JVnPn5K75\nvzKh/VeAYeCTs5uONHfi7CGSJEmSJC1o1ewxtgn4izP0nwCWnVM2cyyl9J2I+Dvg1yOiAHwTuAF4\nJfCHKSVvpZQkSZIkSVokqimMHQe6ztB/KXDg3NKZF34BeBz4GeC1wC7gjcBNc5eSJEmSJEmSaq2a\nWylvA34uIlondlSeVPk64N9qldhcSSmNpJT+MKW0KaXUmFLaklL6q+SO5JIkSZIkSYtKNYWx3wcK\nwL3Am4EE/FhEvBe4B+gD3l7zDCVJkiRJkqQ6mHZhLKW0C7gWeBj4Dcp7c/+PyutO4Pkppf11yFHS\nLHJppCRJkiRpqahmjzFSSjuB/xQRHZSfQJkBdqaUjtQjOUmSJEmSJKleqiqMnZRSOgF8q8a5SJpH\nIuY6A0mSJEmS6mvat1JGxOUR8coJbddHxH9ExIMR8ZbapydJkiRJkiTVRzWb7/8J8NMnP0TEeuBf\ngS2Vpv8ZEa+tXWqSJEmSJElS/VRTGLsK+PK4zz9ZOf+ZKaWnA5+jvBG/JEmSJEmSNO9VUxhbARwc\n9/kG4Esppb2Vz7dS3pBfkiRJkiRJmveqKYwdATYAREQr8Fzg9nH9OWa4mb8kSZIkSZI026opZH0Z\n+B8R8QDwUqCB8iqxk7YAeyc7UdLCkdJcZyBJkiRJ0uyopjD2VuALwMcrn/88pfQwQERkgR/n1EKZ\npAUsiLlOQZIkSZKkupp2YSyl9FhEXAI8HTiRUto9rruF8sb799Y4P0mSJEmSJKkuqtoTLKU0Ctw3\nSXsP8KlaJSVJkiRJkiTV24w2y69svr+MSTbvTyk9fq5JSZIkSZIkSfVWVWEsIn4K+B3KG+1PJXtO\nGUmSJEmSJEmz4LQVX1OJiP8O/D2wD/hdIIB3A38GHAHuBn62DjlKkiRJkiRJNTftwhjw68BXUkov\nBm6utP1bSul3gMuAdZQ34Ze0gKW5TkCSJEmSpFlSTWHsGcAnKu9LlWMOIKV0mHKx7Jdrl5okSZIk\nSZJUP9UUxoaBocr7XsoLS7rG9e8DLqhRXnUTEV+KiBQRH56kb3ulb+JrdC5yleZUzHUCkiRJkiTV\nVzWb7z8KXAyQUhqJiIeBG4CPVPpfCByobXq1FRGvAa4+S9gx4FcmtJUmC5QkSZIkSdLCVU1h7AvA\nT0TEm1JKCfhb4C8jYgPllWc/BPxRHXKsiYjoBN4JvB34kzOE9qeUTltNJkmSJEmSpMWlmlsp/xT4\nUZ7aV+zdwG8BnUAr8HuUi07z1R8DJ4C/PFtgRGQjoj0ivJlMkiRJkiRpkZr2irGU0jHgrglt76S8\nCmtei4irgV8AXp5SGj5LvWs10AM0A90R8Qngt1JKh+qfqSRJkiRJkmZLlO+KXLwiIgN8HdifUvov\nlbYEfCSl9OoJsf8H2APcT3nr8RcBP0d5f7Vnp5SOT/EdNwI3AnR1dV19yy231OnX1E6pVCKTqWbB\n4NyMP5NxqjlnurFniztT/1R9vb29tLW1TSvP2fT5XSP800PDvO9FLbTmo+7XCtTmepnpGLW+Xupx\nrcD8vV4mcm6pLnYpzS0TObdUF+vc4txSTaxzi3PLdGOdW5xbqol1bnFumW5sveaWbdu23ZVSumZa\niVahmj3GiIgO4L8DFwHLOf25dSml9HM1ym3id+eB86YZ3ptSOlJ5fyNwOfCqs52UUvqZCU0fi4hv\nATcDvwq8bYrzbq7EsGXLlrR169Zppjl3enp6KBQK8378mYxTzTnTjT1b3Jn6p+rbvn078/FaeeQr\nj8JD3+P5z38+Hc35ul8rUJvrZaZj1Pp6qce1AvP3epnIuaW62KU0t0zk3FJdrHOLc0s1sc4tzi3T\njXVucW6pJta5xbllurH1mlvqZdqFsYjYCnwSaAe6KT+9caJ6Lj/bQnkl13R8BHh1RHQB7wDemVJ6\nbIbf+wHKm/XfwBSFMWkxcoc9SZIkSdJiV82KsXcBx4FtKaXv1CmfM9kNvGKasXsqx9+nXKz754jY\nPCGmrdJ2OKV0YqqBUkopIh4HVlabsCRJkiRJkuavagpjlwK/PUdFMVJKPcBnqjxtA+VbPu+bpO+/\nVF6/Brx7qgEqe5RdADxQ5XdLkiRJkiRpHqumMPYEkK9XInXyv4APT9L+z8BXgL8C7gGIiAIwkFIa\nnRD7JqAT+Lc65ilJkiRJkqRZVk1h7C+AX4mI96aUBuqVUC2llO6crD3Kmyc9nlL6+Ljmq4EPRsSn\ngJ2Ub8HcBvxX4F7KRTRJkiRJkiQtElMWxiLiZyc0DQO9wEMR8SHgcaA48byU0t/VNMPZswv4BvBy\nYA2QBR4D/hj405RS39ylJkmSJEmSpFo704qxD1BeNTXZs+neOsU5CZj3hbGU0mm/KaW0C3jV7Gcj\nSZIkSZKkuXCmwti2WctC0rwzWUVckiRJkqTFZMrCWErpS7OZiCRJkiRJkjSbMjM9MSK6IqKrlslI\nkiRJkiRJs6WqwlhEXBQR/xQRJ4ADwIGIOFFpe1p9UpQkSZIkSZJq70x7jJ0iIq4C7gAKwL8DOypd\nW4D/Brw0IrallL5T8ywlSZIkSZKkGpt2YQx4NzACPCuldN/4joi4ErgdeBewtWbZSZIkSZIkSXVS\nza2UzwbeO7EoBpBSuhd4L/ADtUpM0txIaa4zkCRJkiRpdlRTGDsGdJ+h/0QlRpIkSZIkSZr3qimM\n/QPw0xHRPLEjIlqA1wIfqlFekuZYRMx1CpIkSZIk1VU1e4xtB14C3BcR7wceBhJwCfA6oAfYHhEv\nHH9SSumO2qQqSZIkSZIk1U41hbHPjnv/p5SLYgAxRUxUYrIzS02SJEmSJEmqn2oKYz9TtywkSZIk\nSZKkWTbtwlhK6e/rmYgkSZIkSZI0m6rZfF/SEpDG7pKWJEmSJGlxszAmSZIkSZKkJcnCmKRJxdlD\nJEmSJEla0CyMSZIkSZIkaUmyMCZJkiRJkqQlaUkUxiLidRFxb0QMRsSRiPhwRJw3RewzI+K2iOiJ\niOMR8YmIuHC2c5YkSZIkSVJ9LfrCWES8HXg/cAB4E/A+4GXAVyJi+YTYS4AvAxcCbwXeAVwL/EdE\nrJ7NvCVJkiRJklRfublOoJ4iYi3wW8D/TSm9dFz7Z4CvA28GfnvcKX9Cec/xF6SU9lZiPwfcA7wF\neOMspS5JkiRJkqQ6W+wrxq6lXPz78PjGlNK3gIeAnzzZFhFtwH8CPn6yKFaJvR/4IvATs5GwNNdS\nmusMJEmSJEmaHYu9MNZQOfZP0tcHrB93i+QVlfhvTBL7dWBVRKyvfYrS/BQx1xlIkiRJklRfi70w\ntqNyfMH4xojoAp5R+XhyE/51leNeTrdvQqwkSZIkSZIWuAWzx1hE5Jl+Yao3pXQkpfSdiPga8IsR\nsQv4NLAKeCeQr8S2VI7NlePQJOMNToiZmNuNwI0AXV1dbN++fZppzp1SqUQmU7+6aK3Gn8k41Zwz\n3dizxZ2pf6q+3t7eeXmt7HxsGICvfPkrNOai7tcK1OZ6mekYtb5e6nGtwPy9XiZybqkudinNLRM5\nt1QX69zi3FJNrHOLc8t0Y51bnFuqiXVucW6Zbmy95pZ6WTCFMWALcP80Yz8CvLry/scp7zH2rsoL\n4LPA/wZ+AeiptA1Ujo2TjNc0IeYUKaWbgZsBtmzZkrZu3TrNNOdOT08PhUJh3o8/k3GqOWe6sWeL\nO1P/VH3bt29nPl4rO2In7HiIH7ruh2hpyNX9WoHaXC8zHaPW10s9rhWYv9fLRM4t1cUupbllIueW\n6mKdW5xbqol1bnFumW6sc4tzSzWxzi3OLdONrdfcUi8LqTC2G3jFNGP3nHyTUtoPvCgizgfOB/am\nlHZGxEeBErCzEnrydsl1nG7dhBhJkiRJkiQtcAumMJZS6gE+cw7n76ZcXDt5W+Y24Gsppd5KyP3A\nCPCDwN9OOP0HgUOMK7hJkiRJkiRpYVvsm+9P5S08tdcYMFZ4+yzw4xGx9mR7RFxGuYh2S0opzXai\n0mzzIpckSZIkLRULZsXYTEXEnwMrgLsprwj7T5RvyfyrlNKnJ4S/BfgG8OWIuInyfmO/BhwG3jFr\nSUuSJEmSJKnuFn1hjHJB7E3AjwFZyrdMvial9A8TA1NKD0bEC4D/RbkQVgTuAH6zsleZtGQEMdcp\nSJIkSZJUV4u+MJZS+kfgH6uIvxu4vn4ZSZIkSZIkaT5YqnuMSZIkSZIkaYmzMCZJkiRJkqQlycKY\nJEmSJEmSliQLY5JOkdJcZyBJkiRJ0uywMCZJkiRJkqQlycKYpElFzHUGkiRJkiTVl4UxSZIkSZIk\nLUkWxiRJkiRJkrQkWRiTJEmSJEnSkmRhTJIkSZIkSUuShTFJkiRJkiQtSRbGJJ0ikeY6BUmSDydR\nVwAAGmBJREFUJEmSZoWFMUmSJEmSJC1JFsYkSZIkSZK0JFkYkyRJkiRJ0pJkYUySJEmSJElLkoUx\nSZIkSZIkLUkWxiRJkiRJkrQkLcjCWETcEBE3R8RdETEcESkiNk0R++aI+EpEHIqIoYjYHRG3RMTl\nk8R+sDLWZK/19f5d0nyQ0lxnIEmSJEnS7MjNdQIz9P8B/x24H9gBXHaG2GdXYj4JHAPWAz8DfCsi\ntqaUvj7JOT8NlCa0PXmuSUuSJEmSJGn+WKiFsbcCr08pDUXE2zlDYSyl9N8mtkXEzcATwBuByQpj\n/5hSGq1VstJCFDHXGUiSJEmSVF8L8lbKlNLelNLQOQxxCBgAOqfoj4hoj4gF+ecjSZIkSZKks1sy\nhZ+IWBkRqyLiWcCHgALw+SnCjwIngN6I+JeIuGi28pQkSZIkSdLsWKi3Us7E4XHvu4E/AW6aEHMA\n+EvgLmAIeA7wBuC6iLgmpbR7NhKVJEmSJElS/UWaw0fQRUQeOG+a4b0ppSOTjPF2ynuOXZBS2nWG\n73ox5ULgRZQ31/868OaU0uBZcrweuA34+5TSa6eIuRG4EaCrq+vqW265ZTq/Z06VSiUymfotGKzV\n+DMZp5pzpht7trgz9U/V19vbS1tb27TynE2f2TnMx78/wvtvaCGfibpfK1Cb62WmY9T6eqnHtQLz\n93qZyLmlutilNLdM5NxSXaxzi3NLNbHOLc4t0411bnFuqSbWucW5Zbqx9Zpbtm3bdldK6ZppJVqF\nuV4xtoXykyWn4yPAq2f6RSml20++j4gPA/cBy4CfOst5X4iIu4EbzhBzM3AzwJYtW9LWrVtnmuas\n6enpoVAozPvxZzJONedMN/ZscWfqn6pv+/btzMdr5YH0CHx/B9dddx2NuWzdrxWozfUy0zFqfb3U\n41qB+Xu9TOTcUl3sUppbJnJuqS7WucW5pZpY5xbnlunGOrc4t1QT69zi3DLd2HrNLfUy14Wx3cAr\nphm7p1ZfmlI6ERGfBW6MiJ8/26oxynleXqvvlyRJkiRJ0tyb08JYSqkH+MwcfX0T5YcPtANnK4xt\npvwkS2nJCGKuU5AkSZIkqa4W9VMpI6I1IlonaT+P8kq13SmlQ5W2xohomST2xymvFvu3eucrSZIk\nSZKk2TPXt1LOSERcAfznysfnV46/HBHHgeMppfdW2p4G3BER/wzsAHqBi4HXAp3Az44bdi3wjYj4\nV+BhYAD4Qcp7kD0BvK1ev0eSJEmSJEmzb0EWxoBnAf9zQtubKsfdwMnC2B7go8B1wE8ALcBB4Hbg\nL1JK3xp3/nHg/wJbgZ8EGikXxN4HvP3kyjJJkiRJkiQtDguyMJZS+iDwwWnEHQF+cZpjHgd++pwS\nkyRJkiRJ0oKxqPcYkyRJkiRJkqZiYUzSKVJKc52CJEmSJEmzwsKYJEmSJEmSliQLY5ImFTHXGUiS\nJEmSVF8WxiRJkiRJkrQkWRiTJEmSJEnSkmRhTJIkSZIkSUuShTFJkiRJkiQtSRbGJJ0ipbnOQJIk\nSZKk2WFhTJIk6f+1d+9RlpXlnce/v6pquptLBhRUxKXoKOhKRokxiToqxFyMjkbEaNSAaCZAVsTL\nDMnEUTQYnRljxhgFNIKG1oiJGgUjGu+Co/GyIIK5KEQQVEAB5dY3Grqe+WPvgtOnq6rPrq5T51Sf\n72etvc45e7/73c8+9fB28dTe75YkSdJEsjAmaV4ZdQCSJEmSJA2ZhTFJkiRJkiRNJAtjkiRJkiRJ\nmkgWxiRJkiRJkjSRLIxJkiRJkiRpIlkYk7SDGnUAkiRJkiStEAtjkiRJkiRJmkgWxiTNK8moQ5Ak\nSZIkaagsjEmSJEmSJGkircrCWJJfS3JWkkuSbEtSSQ5dpP2xSb6W5JYkP0nylSQvWKDtk5N8Ocnm\nJDcmOSfJQcM6F0mSJEmSJI3GqiyMAS8AjqeZJ/zyxRomeTXw18AtwKuA1wEzwLlJTulreyTwKWAd\ncApwBvBs4AtJ1i/zOUiSJEmSJGmEZkYdwBK9Gjipqu5I8gbgZxZp+3LgEuDXq6oAkpwFXAn8DvDm\nnrZ/AVwPHFlVG9u2FwMXAL8HvGW5T0SSJEmSJEmjsSoLY1V1bYfm+wE/nCuKtftvSXIzsGluXZLD\ngCOA0+aKYm3bjye5EngeE1QYqyqqmkvyqqp9haJZT9/nAmbbfSi4fcud3Dm1bcd9e97P3v2+3b/t\na7av3caNm9h7c88+vcfseT/bs8+mTZtYv/edO+1D0fTfs8/mzVtYv35LT7vm+LMF3N0ONm/Zwrp1\ntzPbnvyOfcOWLVtYu/aWnr7vOc6WLVtZu27t3d/BbLvPd66+k3//4lXz7gMwO9ucU4CZ6SlmpsLM\ndNrXKaanwprpMDM1dfe6e9pMsddMWDszz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tgCnA1cBTwAOAa4d1VdneQ84LlJXlZVW3uO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\n", "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "PMCLPFReal.computeStability('IN',fflow,ffhigh,numPoints)\n", "fig6 = PMCLPFReal.plotOpStabs()\n", "fig6" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.14" } }, "nbformat": 4, "nbformat_minor": 2 }