{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "a97ac14b",
   "metadata": {
    "id": "a97ac14b"
   },
   "source": [
    "# Assignment 2, Dynamics of structures"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "44a1e04d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Import the basic packages for the notebook\n",
    "\n",
    "import numpy as np # Numerical library\n",
    "import pandas as pd # Data analysis library\n",
    "import csv as csv#csv reader etc.\n",
    "import matplotlib.pyplot as plt # Plotting library\n",
    "import matplotlib.ticker as maticker\n",
    "import matplotlib.colors as mcolors # Colours\n",
    "from sympy.solvers import solve\n",
    "from sympy import Symbol, Eq, nsolve # For solving equations\n",
    "from pathlib import Path\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6aacd883",
   "metadata": {},
   "source": [
    "## Exercise 1\n",
    "Write a programming script in the programming language of your choice to reproduce the\n",
    "response spectra of given earthquake series for 5% and 8% damping ratio. The range of periods\n",
    "should be from 0 to 3 seconds. Depending on the algorithm you choose state if any stability\n",
    "conditions shall be respected.\n",
    "Two ground motions are given to you:\n",
    "1. Canoga Park earthquake record (from 1994 Northridge Earthquake in California)\n",
    "2. Iwanuma earthquake record (from 2011 Tohoku earthquake in Japan)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c5f988c3",
   "metadata": {},
   "outputs": [],
   "source": [
    "Canoga_Park = np.genfromtxt('Canoga_Park.csv', delimiter=',', skip_header=1)\n",
    "\n",
    "g = 9810  # gravity, [mm/sec^2]\n",
    "m = 1     # mass, [kN*sec^2/mm]\n",
    "dt = 0.01  # time step [sec]\n",
    "Tmax = 3  # max period [sec]\n",
    "damping_ratio = [0.05, 0.08]\n",
    "Periods = np.arange(0.05, Tmax + 0.01, 0.01)\n",
    "\n",
    "# We have to verify that dt/Tn<1/pi\n",
    "\n",
    "# Canoga Park damping 5%\n",
    "p0 = -m * Canoga_Park[0, 1] * g\n",
    "u0 = 0  # initial displacement (t=0)\n",
    "v0 = 0  # initial velocity (t=0)\n",
    "\n",
    "D_damp1 = np.zeros_like(Periods)\n",
    "V_damp1 = np.zeros_like(Periods)\n",
    "A_damp1 = np.zeros_like(Periods)\n",
    "\n",
    "for t in range(len(Periods)):\n",
    "    Tn = Periods[t]  # natural period of vibration, [sec]\n",
    "    wn = 2 * np.pi / Tn  # circular frequency [rad/sec]\n",
    "    k = (2 * np.pi / Tn) ** 2 * m  # stiffness [kN/mm]\n",
    "\n",
    "    c_damp1 = damping_ratio[0] * 2 * m * wn\n",
    "\n",
    "    # initial conditions\n",
    "    p0 = -m * Canoga_Park[0, 1] * g\n",
    "    a_damp1 = (p0 - c_damp1 * v0 - k * u0) / m\n",
    "    u_1_damp1 = u0 - dt * v0 + (dt) ** 2 * a_damp1 / 2\n",
    "    k_h_damp1 = m / (dt ** 2) + c_damp1 / (2 * dt)\n",
    "    alpha_damp1 = m / (dt ** 2) - c_damp1 / (2 * dt)\n",
    "    beta_damp1 = k - 2 * m / (dt ** 2)\n",
    "\n",
    "    u_damp1 = np.zeros_like(Canoga_Park[:, 0])\n",
    "    v_damp1 = np.zeros_like(Canoga_Park[:, 0])\n",
    "    a_damp1 = np.zeros_like(Canoga_Park[:, 0])\n",
    "    t_damp1 = np.zeros_like(Canoga_Park[:, 0])\n",
    "\n",
    "    for j in range(len(Canoga_Park)):\n",
    "        T = j * dt\n",
    "        p0 = -m * Canoga_Park[j, 1] * g\n",
    "\n",
    "        p_hut = p0 - alpha_damp1 * u_1_damp1 - beta_damp1 * u0\n",
    "\n",
    "        u_damp1[j] = p_hut / k_h_damp1\n",
    "\n",
    "        a_damp1[j] = (u_damp1[j] - 2 * u0 + u_1_damp1) / (dt ** 2)\n",
    "        v_damp1[j] = (u_damp1[j] - u_1_damp1) / (2 * dt)\n",
    "        t_damp1[j] = dt * j\n",
    "\n",
    "        u_1_damp1 = u0\n",
    "        u0 = u_damp1[j]\n",
    "\n",
    "    D_damp1[t] = np.max(np.abs(u_damp1))  # peak displacement [mm]\n",
    "    V_damp1[t] = wn * np.max(np.abs(u_damp1))  # peak velocity [mm/sec]\n",
    "    A_damp1[t] = wn ** 2 * np.max(np.abs(u_damp1)) / g  # peak acceleration [g]\n",
    "\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a6af98e5",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Canoga Park damping 8%\n",
    "p0 = -m * Canoga_Park[0, 1] * g\n",
    "u0 = 0  # initial displacement (t=0)\n",
    "v0 = 0  # initial velocity (t=0)\n",
    "\n",
    "D_damp2 = np.zeros_like(Periods)\n",
    "V_damp2 = np.zeros_like(Periods)\n",
    "A_damp2 = np.zeros_like(Periods)\n",
    "\n",
    "for t in range(len(Periods)):\n",
    "    Tn = Periods[t]  # natural period of vibration, [sec]\n",
    "    wn = 2 * np.pi / Tn  # circular frequency [rad/sec]\n",
    "    k = (2 * np.pi / Tn) ** 2 * m  # stiffness [kN/mm]\n",
    "\n",
    "    c_damp2 = damping_ratio[1] * 2 * m * wn\n",
    "\n",
    "    # initial conditions\n",
    "    a_damp2 = (p0 - c_damp2 * v0 - k * u0) / m\n",
    "    u_1_damp2 = u0 - dt * v0 + (dt) ** 2 * a_damp2 / 2\n",
    "    k_h_damp2 = m / (dt ** 2) + c_damp2 / (2 * dt)\n",
    "    alpha_damp2 = m / (dt ** 2) - c_damp2 / (2 * dt)\n",
    "    beta_damp2 = k - 2 * m / (dt ** 2)\n",
    "\n",
    "    u_damp2 = np.zeros_like(Canoga_Park[:, 0])\n",
    "    v_damp2 = np.zeros_like(Canoga_Park[:, 0])\n",
    "    a_damp2 = np.zeros_like(Canoga_Park[:, 0])\n",
    "    t_damp2 = np.zeros_like(Canoga_Park[:, 0])\n",
    "\n",
    "    for j in range(len(Canoga_Park)):\n",
    "        T = j * dt\n",
    "        p0 = -m * Canoga_Park[j, 1] * g\n",
    "\n",
    "        p_hut = p0 - alpha_damp2 * u_1_damp2 - beta_damp2 * u0\n",
    "\n",
    "        u_damp2[j] = p_hut / k_h_damp2\n",
    "\n",
    "        a_damp2[j] = (u_damp2[j] - 2 * u0 + u_1_damp2) / (dt ** 2)\n",
    "        v_damp2[j] = (u_damp2[j] - u_1_damp2) / (2 * dt)\n",
    "        t_damp2[j] = dt * j\n",
    "\n",
    "        u_1_damp2 = u0\n",
    "        u0 = u_damp2[j]\n",
    "\n",
    "    D_damp2[t] = np.max(np.abs(u_damp2))  # peak displacement [mm]\n",
    "    V_damp2[t] = wn * np.max(np.abs(u_damp2))  # peak velocity [mm/sec]\n",
    "    A_damp2[t] = wn ** 2 * np.max(np.abs(u_damp2)) / g  # peak acceleration [g]\n",
    "\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "4d871032",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 720x432 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "plt.subplot(3, 1, 1)\n",
    "plt.plot(Periods, D_damp1, label='Damping ratio = 5%', linewidth=1)\n",
    "plt.plot(Periods, D_damp2, label='Damping ratio = 8%', linewidth=1)\n",
    "plt.xlabel('Period [sec]')\n",
    "plt.ylabel('Peak Rel. Displ. [mm]')\n",
    "plt.legend(loc='best')\n",
    "plt.title('Canoga Park peak relative displacement')\n",
    "plt.grid(True)\n",
    "\n",
    "plt.subplot(3, 1, 2)\n",
    "plt.plot(Periods, V_damp1, label='Damping ratio = 5%', linewidth=1)\n",
    "plt.plot(Periods, V_damp2, label='Damping ratio = 8%', linewidth=1)\n",
    "plt.xlabel('Period [sec]')\n",
    "plt.ylabel('Peak Rel. Vel. [mm/sec]')\n",
    "plt.legend(loc='best')\n",
    "plt.title('Canoga Park peak relative velocity')\n",
    "plt.grid(True)\n",
    "\n",
    "plt.subplot(3, 1, 3)\n",
    "plt.plot(Periods, A_damp1, label='Damping ratio = 5%', linewidth=1)\n",
    "plt.plot(Periods, A_damp2, label='Damping ratio = 8%', linewidth=1)\n",
    "plt.xlabel('Period [sec]')\n",
    "plt.ylabel('Peak Rel. Acc. [g]')\n",
    "plt.legend(loc='best')\n",
    "plt.title('Canoga Park peak relative acceleration')\n",
    "plt.grid(True)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "753e807f",
   "metadata": {},
   "outputs": [],
   "source": [
    "Iwanuma = np.genfromtxt('Iwanuma100X.csv', delimiter=',', skip_header=1)\n",
    "\n",
    "g = 9810  # gravity, [mm/sec^2]\n",
    "m = 1     # mass, [kN*sec^2/mm]\n",
    "dt = 0.01  # time step [sec]\n",
    "Tmax = 3  # max period [sec]\n",
    "damping_ratio = [0.05, 0.08]\n",
    "Periods = np.arange(0.05, Tmax + 0.01, 0.01)\n",
    "\n",
    "# We have to verify that dt/Tn<1/pi\n",
    "\n",
    "# Canoga Park damping 5%\n",
    "p0 = -m * Iwanuma[0, 1] * g\n",
    "u0 = 0  # initial displacement (t=0)\n",
    "v0 = 0  # initial velocity (t=0)\n",
    "\n",
    "D_damp1 = np.zeros_like(Periods)\n",
    "V_damp1 = np.zeros_like(Periods)\n",
    "A_damp1 = np.zeros_like(Periods)\n",
    "\n",
    "for t in range(len(Periods)):\n",
    "    Tn = Periods[t]  # natural period of vibration, [sec]\n",
    "    wn = 2 * np.pi / Tn  # circular frequency [rad/sec]\n",
    "    k = (2 * np.pi / Tn) ** 2 * m  # stiffness [kN/mm]\n",
    "\n",
    "    c_damp1 = damping_ratio[0] * 2 * m * wn\n",
    "\n",
    "    # initial conditions\n",
    "    p0 = -m * Iwanuma[0, 1] * g\n",
    "    a_damp1 = (p0 - c_damp1 * v0 - k * u0) / m\n",
    "    u_1_damp1 = u0 - dt * v0 + (dt) ** 2 * a_damp1 / 2\n",
    "    k_h_damp1 = m / (dt ** 2) + c_damp1 / (2 * dt)\n",
    "    alpha_damp1 = m / (dt ** 2) - c_damp1 / (2 * dt)\n",
    "    beta_damp1 = k - 2 * m / (dt ** 2)\n",
    "\n",
    "    u_damp1 = np.zeros_like(Iwanuma[:, 0])\n",
    "    v_damp1 = np.zeros_like(Iwanuma[:, 0])\n",
    "    a_damp1 = np.zeros_like(Iwanuma[:, 0])\n",
    "    t_damp1 = np.zeros_like(Iwanuma[:, 0])\n",
    "\n",
    "    for j in range(len(Iwanuma)):\n",
    "        T = j * dt\n",
    "        p0 = -m * Iwanuma[j, 1] * g\n",
    "\n",
    "        p_hut = p0 - alpha_damp1 * u_1_damp1 - beta_damp1 * u0\n",
    "\n",
    "        u_damp1[j] = p_hut / k_h_damp1\n",
    "\n",
    "        a_damp1[j] = (u_damp1[j] - 2 * u0 + u_1_damp1) / (dt ** 2)\n",
    "        v_damp1[j] = (u_damp1[j] - u_1_damp1) / (2 * dt)\n",
    "        t_damp1[j] = dt * j\n",
    "\n",
    "        u_1_damp1 = u0\n",
    "        u0 = u_damp1[j]\n",
    "\n",
    "    D_damp1[t] = np.max(np.abs(u_damp1))  # peak displacement [mm]\n",
    "    V_damp1[t] = wn * np.max(np.abs(u_damp1))  # peak velocity [mm/sec]\n",
    "    A_damp1[t] = wn ** 2 * np.max(np.abs(u_damp1)) / g  # peak acceleration [g]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "1fa244da",
   "metadata": {},
   "outputs": [],
   "source": [
    "p0 = -m * Iwanuma[0, 1] * g\n",
    "u0 = 0  # initial displacement (t=0)\n",
    "v0 = 0  # initial velocity (t=0)\n",
    "\n",
    "D_damp2 = np.zeros_like(Periods)\n",
    "V_damp2 = np.zeros_like(Periods)\n",
    "A_damp2 = np.zeros_like(Periods)\n",
    "\n",
    "for t in range(len(Periods)):\n",
    "    Tn = Periods[t]  # natural period of vibration, [sec]\n",
    "    wn = 2 * np.pi / Tn  # circular frequency [rad/sec]\n",
    "    k = (2 * np.pi / Tn) ** 2 * m  # stiffness [kN/mm]\n",
    "\n",
    "    c_damp2 = damping_ratio[1] * 2 * m * wn\n",
    "\n",
    "    # initial conditions\n",
    "    a_damp2 = (p0 - c_damp2 * v0 - k * u0) / m\n",
    "    u_1_damp2 = u0 - dt * v0 + (dt) ** 2 * a_damp2 / 2\n",
    "    k_h_damp2 = m / (dt ** 2) + c_damp2 / (2 * dt)\n",
    "    alpha_damp2 = m / (dt ** 2) - c_damp2 / (2 * dt)\n",
    "    beta_damp2 = k - 2 * m / (dt ** 2)\n",
    "\n",
    "    u_damp2 = np.zeros_like(Iwanuma[:, 0])\n",
    "    v_damp2 = np.zeros_like(Iwanuma[:, 0])\n",
    "    a_damp2 = np.zeros_like(Iwanuma[:, 0])\n",
    "    t_damp2 = np.zeros_like(Iwanuma[:, 0])\n",
    "\n",
    "    for j in range(len(Iwanuma)):\n",
    "        T = j * dt\n",
    "        p0 = -m * Iwanuma[j, 1] * g\n",
    "\n",
    "        p_hut = p0 - alpha_damp2 * u_1_damp2 - beta_damp2 * u0\n",
    "\n",
    "        u_damp2[j] = p_hut / k_h_damp2\n",
    "\n",
    "        a_damp2[j] = (u_damp2[j] - 2 * u0 + u_1_damp2) / (dt ** 2)\n",
    "        v_damp2[j] = (u_damp2[j] - u_1_damp2) / (2 * dt)\n",
    "        t_damp2[j] = dt * j\n",
    "\n",
    "        u_1_damp2 = u0\n",
    "        u0 = u_damp2[j]\n",
    "\n",
    "    D_damp2[t] = np.max(np.abs(u_damp2))  # peak displacement [mm]\n",
    "    V_damp2[t] = wn * np.max(np.abs(u_damp2))  # peak velocity [mm/sec]\n",
    "    A_damp2[t] = wn ** 2 * np.max(np.abs(u_damp2))/g   # peak acceleration [g]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "df58d52a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x432 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "plt.subplot(3, 1, 1)\n",
    "plt.plot(Periods, D_damp1, label='Damping ratio = 5%', linewidth=1)\n",
    "plt.plot(Periods, D_damp2, label='Damping ratio = 8%', linewidth=1)\n",
    "plt.xlabel('Period [sec]')\n",
    "plt.ylabel('Peak Rel. Displ. [mm]')\n",
    "plt.legend(loc='best')\n",
    "plt.title('Iwanuma peak relative displacement')\n",
    "plt.grid(True)\n",
    "\n",
    "plt.subplot(3, 1, 2)\n",
    "plt.plot(Periods, V_damp1, label='Damping ratio = 5%', linewidth=1)\n",
    "plt.plot(Periods, V_damp2, label='Damping ratio = 8%', linewidth=1)\n",
    "plt.xlabel('Period [sec]')\n",
    "plt.ylabel('Peak Rel. Vel. [mm/sec]')\n",
    "plt.legend(loc='best')\n",
    "plt.title('Iwanuma peak relative velocity')\n",
    "plt.grid(True)\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "plt.subplot(3, 1, 3)\n",
    "plt.plot(Periods, A_damp1, label='Damping ratio = 5%', linewidth=1)\n",
    "plt.plot(Periods, A_damp2, label='Damping ratio = 8%', linewidth=1)\n",
    "plt.xlabel('Period [sec]')\n",
    "plt.ylabel('Peak Rel. Acc. [g]')\n",
    "plt.legend(loc='best')\n",
    "plt.title('Iwanuma peak relative acceleration')\n",
    "plt.grid(True)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2fb0f209",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "b57eaccc",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "d701e6ea",
   "metadata": {
    "id": "d701e6ea"
   },
   "source": [
    "## Exercise 3\n",
    "Write a script at the programming language of your preference to compute the response of\n",
    "inelastic SDF systems under earthquake excitations. Use the Central Difference Method.\n",
    "Plot the response (relative displacement and absolute acceleration histories) of the following\n",
    "SDF oscillators in the same graph:\n",
    "\n",
    "\n",
    "a. $T_n$ = 1 𝑠, 𝜁 = 5%, $\\bar{f}$ < = 1 (elastic response)\n",
    "\n",
    "b. $T_n$ = 1 𝑠, 𝜁 = 5%, $\\bar{f}$ < = 0.5\n",
    "\n",
    "c. $T_n$ = 1 𝑠, 𝜁 = 5%, $\\bar{f}$ < = 0.25\n",
    "\n",
    "\n",
    "Use the Canoga Park record from Question 1.\n",
    "Discuss your findings by comparing the response of the three SDF systems"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "12be5af3",
   "metadata": {
    "id": "12be5af3"
   },
   "source": [
    "## Solution exercise 3"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2726f58f",
   "metadata": {
    "id": "2726f58f"
   },
   "source": [
    "We import the Canoga Park record. We will name it $p$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "fe5b45f9",
   "metadata": {
    "id": "fe5b45f9"
   },
   "outputs": [],
   "source": [
    "file_path = Path('Canoga_Park.csv')\n",
    "data = pd.read_csv(file_path, header = None)\n",
    "timestep = np.array(data[0]) #extract the time steps as an array\n",
    "g = 9.81\n",
    "p = np.array(data[1])    #extract the corresponding ground acceleration as an array\n",
    "\n",
    "for ii in range(1, 1000):\n",
    "    timestep = np.append(timestep, timestep[-1] + (timestep[1] - timestep[0]))\n",
    "    p = np.append(p, 0)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9b51098f",
   "metadata": {
    "id": "9b51098f"
   },
   "source": [
    "### Part a - Elastic response"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4a102920",
   "metadata": {
    "id": "4a102920"
   },
   "source": [
    "First, we will look at the system that behaves purely elastic (case a). The graphs for the response of the structure are given below in terms of displacement, velocity and acceleration of the system."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "89dab1be",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1000
    },
    "id": "89dab1be",
    "outputId": "ca845a91-b6dc-453d-aa8d-f8c5c35aceee"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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mCCzsGIZhGIZhZghcPAFg1qxZYunSpVU9xvDwMFKpVFWPMd3hc+QPnyNv+Pz4w+fIGz4//vA58qfa52jjxo3dQgjHuc8s7AAsXboUzz33XFWP0dbWhtbW1qoeY7rD58gfPkfe8Pnxh8+RN3x+/OFz5E+1zxERlY6CtOBQLMMwDMMwzAyBhR3DMAzDMMwMgYUdwzAMwzDMDIFz7BiGYRhmhpDP59He3o5MJlO1Y9TX12PHjh1V2/9MYLzOUTwex8KFCxGJRAJvw8KOYRiGYWYI7e3tqK2txdKlS0FEVTnG4OAgamtrq7LvmcJ4nCMhBHp6etDe3o5ly5YF3o5DsQzDMAwzQ8hkMmhubq6aqGMmDiJCc3Nzxe4rCzuGYRiGmUGwqJs5jOaxZGHHMAzDMMy4oSgKzj77bOvnS1/6EgCgtbV1VD1j//jHP2L79u3W/5/5zGfwwAMPjNt6ZxqcY8cwDMMwzLiRSCSwadOmcdvfH//4R1x//fVYt24dAOALX/jCqPajqirC4Zkve9ixYxiGYRhmQnn/+9+P9evX4/TTT8dnP/tZ6/JPfOITWLduHc4880z827/9G5588kncdddd+NjHPoazzz4b+/btw80334w777wTALBhwwZccsklOOuss3DBBRdgcHCw6DhtbW24/PLL8epXvxrr1q2Dpmn42Mc+hvPPPx9nnnkmbr31VgBAR0cHrrjiCpx99tk444wz8NhjjwEAampq8K//+q84/fTTcfXVV6OrqwsAsGnTJlx00UU488wz8drXvha9vb0ADFfy3//939Ha2orVq1db+9m2bRsuuOACnH322TjzzDOxZ88eAMDPf/5z6/L3vve90DRtzOd25ktXhmEYhjkF+fyft2H7sYFx3ee6+XX4SOtiz9uk02mcffbZ1v+f/OQn8YY3vKHoNl/84hfR1NQETdNw9dVXY8uWLViwYAH+8Ic/YOfOnSAi9PX1oaGhAa9+9atx/fXX43Wve13RPnK5HN7whjfgjjvuwPnnn4+BgQEkEomy9Tz//PN48cUXsWzZMtx2222or6/Hhg0bkM1mcemll+Laa6/F73//e1x33XX41Kc+BU3TMDIyAsCY+bp+/Xp87Wtfwxe+8AV8/vOfx7e+9S28/e1vxze/+U1ceeWV+MxnPoPPf/7z+L//+z8AhjPY1taGxx57DJ///OfxwAMP4Hvf+x4+/OEP4y1veQtyuRw0TcOOHTtwxx134IknnkAkEsEHPvAB/OIXv8Db3/72UTwyBVjYMUwJ/SN5ZFQNLXXxyV4KwzDMtCNIKPY3v/kNbrvtNqiqio6ODmzfvh3r1q1DPB7HO9/5Tlx//fW4/vrrPfexa9cuzJs3D+effz4AoK6uzvF2F1xwgdUu5L777sOWLVssx6+/vx979uzB+eefj3e84x3I5/N4zWteYwnTUChkidK3vvWtuPHGG9Hf34++vj5ceeWVAICbbroJr3/9663j3XjjjQCA8847DwcPHgQAXHzxxfjiF7+I9vZ23HjjjVi1ahUefPBBbNy40Vp/Op3GnDlzPO9zEFjYMUwJr7/1Sew+MYS9X3wFwgpnKzAMMz357KtOr8p+S8OdlXLgwAF89atfxYYNG9DY2Iibb74ZmUwG4XAYzz77LB588EHceeed+Na3voWHHnpozOtNpVLW30IIfPOb38R1111XdrtHH30Ud999N26++WZ85CMfcXTOglSpxmIxAEYRiaqqAIA3v/nNuPDCC3H33Xfjla98JW699VYIIXDTTTfhv/7rv0Z71xzhTy2GsXFyOIfdJ4YAANs7xjeEwTAMwwADAwNIpVKor6/HiRMncM899wAAhoaG0N/fj1e+8pX42te+hs2bNwMAamtrHcXkaaedho6ODmzYsAGAITilkHLjuuuuw3e/+13k83kAwO7duzE8PIxDhw6hpaUF7373u/Gud70Lzz//PABA13XL3fvlL3+Jyy67DPX19WhsbLTy526//XbLvXNj//79WL58OT70oQ/hhhtuwJYtW3D11VfjzjvvRGdnJwDg5MmTOHToUKBz6AU7dgxjY8+JwpvHge5hnLmwYfIWwzAMMw0pzbF7+ctfbrU8AYCzzjoL55xzDtasWYNFixbh0ksvBWAIsxtuuAGZTAZCCPzv//4vAOCNb3wj3v3ud+Mb3/iGJbIAIBqN4o477sA///M/I51OI5FI4IEHHkBNTY3r2t71rnfh4MGDOPfccyGEwOzZs/HHP/4RbW1t+O///m9EIhHU1NTgZz/7GQDD7Xv22Wdxyy23YM6cObjjjjsAAD/96U/xvve9DyMjI1i+fDl+/OMfe56T3/zmN7j99tsRiUQwd+5c/Md//Aeamppwyy234Nprr4Wu64hEIvj2t7+NJUuWVHbCSyAhxJh2MBNYv369GE1vnUpoa2tDa2trVY8x3ZkK5+hPm47iw7/eBAD4+MtPwwdaV07qekqZCudoKsPnxx8+R95M9/OzY8cOrF27tqrHOJVGitXU1GBoaKji7cbzHDk9pkS0UQix3un2HIplGBtdg1nr786BrMctGYZhGGbqManCjoheTkS7iGgvEX3C4foYEd1hXv8MES01L28mooeJaIiIvlWyzXlEtNXc5hvEs1WYCugayiKqhLCgIYGBdH6yl8MwDMNMIqNx6yabSRN2RKQA+DaAVwBYB+BNRLSu5GbvBNArhFgJ4GsAvmxengHw/wD8m8Ouvwvg3QBWmT8vH//VMzOVrsEsZtfG0JCMoJ+FHcMwDDPNmEzH7gIAe4UQ+4UQOQC/BnBDyW1uAPBT8+87AVxNRCSEGBZCPA5D4FkQ0TwAdUKIp4WRPPgzAK+p5p1gZhY9Qzk010RRn2BhxzDM9IRz52cOo3ksJ1PYLQBwxPZ/u3mZ422EECqAfgDNPvts99knw7gymMmjNh5mYccwzLQkHo+jp6eHxd0MQAiBnp4exOOVNcs/ZdudENF7ALwHAFpaWtDW1lbV4w0NDVX9GNOdqXCOTpwcwdxUCEqG0NWvTfp6SpkK52gqw+fHHz5H3kz380NESKVSOHLkiP+NR4kQIlCj3lOZ8TpHmqZZffaCMpnC7iiARbb/F5qXOd2mnYjCAOoB9Pjsc6HPPgEAQojbANwGGO1Oql3ePt1L6CeCqXCO9KcexPKFs9CUiuKZ4wcnfT2lTIVzNJXh8+MPnyNv+Pz4w+fIn8k8R5MZit0AYBURLSOiKIA3Arir5DZ3AbjJ/Pt1AB4SHv6yEKIDwAARXWRWw74dwJ/Gf+nMTGUwo6ImHkYqFkZW1aHpHM5gGIZhpg+T5tgJIVQi+iCAewEoAH4khNhGRF8A8JwQ4i4APwRwOxHtBXAShvgDABDRQQB1AKJE9BoA1wohtgP4AICfAEgAuMf8YRhfNF1gKKuiNh5BIqIAAEZyxv8MwzAMMx2Y1Bw7IcRfAfy15LLP2P7OAHi9y7ZLXS5/DsAZ47dK5lRhOGfMGKyLhxE3hV06p7GwYxiGYaYNp2zxBMOUMpgxhF1NLIxo2MhSGMlpk7kkhmEYhqkIFnYMYzKYMdqb1MYjUMzsUxZ2DMMwzHSChR0zo8lrOiJKsBqhIdOxq42HIUsm0nm1SitjGIZhmPFnUmfFMkw1+f3z7Tjr8/fhQPdwoNsPZg0Rl4qFbcUT7NgxDMMw0wcWdsyM5Y4NRzCS0/D8od5At8+YIi4RUZCMFoonGIZhGGa6wKFYZsYiCyA6+tOBbp9RTWEXVaCb7RLTeRZ2DMMwzPSBhR0zYxkyQ6sd/ZlAt0/ndABAPFIwsjkUyzAMw0wnWNgxM5aTwzkAQF86H+j2mXwhFCvhUCzDMAwznWBhx8xY+k1BNxBU2Jmh2HikEIrNaXp1FscwDMMwVYCFHTNjGckaQi2wsDPduVg4ZM2IzeZZ2DEMwzDTBxZ2zIwkr+mW29Yf2LHTEY+EQEQIK4RwiJDTOBTLMAzDTB+43QkzI7EXPcgiCj/SOa0ovy4aDrFjxzAMw0wrWNgxM5KRXGHua9ACiExeQ9wm7GLhELIqCzuGYRhm+sDCjpmRDJv5dc01UaTzGoQQPlsYPesSRcJOQY6FHcMwDDONYGHHzEikS9ecikIXCOS8ZfI6YqWhWJVz7BiGYZjpAws7ZkYybIZim2tiAAo96rzI5DUkbM2JORTLMAzDTDdY2DEzEunYzaqJGv8HFHZFOXaREIdiGYZhmGkFCztmRiIdu6aUKewCFFCU5thFFXbsGIZhmOkFCztmRpIx25Q0Jg1hF2Tma3lVrFJRjl3vcA7vvf057O8aqnC1DMMwDDM+sLBjZiRSkNUnIgCC5tjpiNlz7CoMxT60sxP3bjuBHzx+oMLVMgzDMMz4wMKOmZFIQdaQrCzHbiyhWDnhYjhgQ2SGYRiGGW9Y2DEzkqwl7AzHblSh2IhSkbA7MZgBAKi6f888hmEYhqkGLOyYGYl07OrihrDzE2hCCIcGxZWFYvuGDceuZyhb6XIZhmEYZlxgYcfMSLKqBiVEllDzE2iqLqALQ8xJKm1QLCtxBzMcimUYhmEmBxZ2zIwkp+qIhUOIhAkAkNe8hZ0UftFwSYPifHDHTrZUCZLPxzAMwzDVgIUdMyPJmsIuqhhPcT/HzlnYKcj6CEI7Mo8vSM88hmEYhqkGLOyYGUk2ryMaDiFiCjVfx04rF3ZRM8dOiGDFECOmUxekUINhGIZhqgELO2ZGktN0xMKK5dj5FU9Yjp1iE3aKDOMGE3ZpM8eOHTuGYRhmsmBhx8xIsqpWFIr1c+yyDqHYSMBtJdKpy2k61ApCuAzDMAwzXrCwYyYcfQL6vOVUIxQbChHCIQqeY6eUCzs1sGNXcOpGuICCYRiGmQRY2DETyvH+DM695X788pnDVT2OLJ4ADIHm57rlHXLsZH5ergLHLhU12qtwOJZhGIaZDFjYMRPK0/t70DeSxw8e21/V42RNxw4oFEF44Vg8oQRrlQIYLmQ6r6G5JgaAhR3DMAwzObCwYyaUvZ1DAKrf681w7Az3LKKEkPMJp3qFYoMIO5mj15gyZtNO1crY/nQeb/vhM7h32/HJXgrDMAxTBcKTvQDm1KJn2Bi31TOUgxACRFSV42TzGmK1hnsWZDSYUx+7cAXCTm5fnzBGmE3VJsV/3nwMj+3pxtHeNK47fe5kL4dhGIYZZ9ixYyaU7qEcACP0OVDF0Vs5rTgUO5qqWBmKzan+xRNZzRByNTHDJQxaSTvRbD7SBwDo6M8E7s/HMAzDTB9Y2DETSs9Q1vq7azDrccuxkc3bQ7EBqmJNIRYbZbsTuf+aWLjo/6nGkd4RAIajeGKgeuefYRiGmRxY2DETSs9wzgpXDmTyVTtOTtMRiwR37Ao5dop1mdXuRPcXabKJcWqKC7tjfRnUmmvs6E9P8moYhmGY8YaFHTOh9AzlsHRWCgAwWM1QrKpbhRBG8UTlOXYRa86sf8hSbi9F01QMxeq6QEd/GmctagBgPBYMwzDMzIKFHTNhZPIahrIqljUnAQCDVXTs8pqOiJkjF1WCFE8YOXJyGwCIhoO3O7FCsXHTsZuCwq5nOIe8JnD6gjoAQPcQh2IZhmFmGizsmAlDComJcOxUTVhVrdGwv2MnQ6mjHSmWM4snpnIotj9tOHQrZ9cAMIQewzAMM7NgYcdMGCdNIbG0WQq76jh2QgjkNN0SZtEAkyecGhSPpo+dVTwxBR27/rRxvufUxVEbC1e1eIVhGIaZHFjYMROGFBbz6uMgqp5jp5mzaCMhI5QaCRCKzTo2KDbbnQSYFSv3n4pOXceub8Q4/w2JCOqTEevxYBiGYWYOLOyYCWMgbQi5hmQUNbFw1YSdago7eyg2H2DyRFQJFTVMthy7ACJN7l/m2E3F4gkp5BqSEdTGI1XNcWQYhmEmBxZ2zIQh25vUJcKoraKwk6JKOm5BHLucbbasZKb1sZOOXX0igtp49c4/wzAMM3mwsGMmjAHTMaqLR5CIKshUaeyWdM8iNscu6yO07FW0EkvY6QFCsdOieMI4/7XxCOpY2DEMw8xIWNgxE8ZAJg8lREhGFSSjYYzkqhSKNR22sOXYkW+TYVXXrdCtJFpBKNbeBy+qhALl5U00w1kVyagCJURGKDzLoViGYZiZBgs7ZsLoT+dRFw+DiJCIKBjJVcmxs4onjKd3OBSC5iO0VE1YxRaSyCj62EWVkNFeZQo6diN5DcmoMVnDyLFjx45hGGamwcKOmTAG0qo1TiwRVZCuVijWFFVSmIUVQt7HsdN0AcUtFFtBu5NoOBRohNlkkM5pSFjCzgjFCjH1nEWGYRhm9LCwYyaMgUwedaawS0ar59jJsGvYcuwIqp9jpwvr9pJwqIJ2J1rBsYsoNDUdu5yKZMTIAayJh6HpApn81FsnwzAMM3pY2DETxkA6j7q4zbGrVijWKp6Qjl0Iqi483SlNF1BKQrFEhIhCgdy3vFqYXBFk0sVkkM7rlmOXjBi/q5XnyDAMw0wOLOyYCWMgo6IuYThGyWqGYrVyxw4oNC522yZcIuwAIxwbqHhC06CECEqIjPYqU1HY5VQrxy5pNlKu1mPAMAzDTA4s7JgJo8ixiyiB3aJMXquoNYrl2Jl96WR1rOoh7JwcO8AQdl7bSWSDY8AIx07NUGyheEI6d9VyTRmGYZjJgYUdM2HYc+wS0TAyeR16ANH0nts34oqvPBw40V+2O7FGipnOnZdAU3VR1u4EQGD3zd7gODZFq2KN4gnDqUuYoVh27BiGYWYWLOyYCSGrasjkddTFC6FYAMio3sJiJKfi0d1d6BzMYk/nUKBjlY4Uk06c6iHQNF04hmKjCgUMxRaEXUSZmlWxIznNyq2T579aBSwMwzDM5MDCjpkQZM80e1Us4C8s2nvT1t/7u4IJu1zZSDH/UKyq686h2ICtS/K2PnhTto9dTrVCsHEOxTIMw8xIJlXYEdHLiWgXEe0lok84XB8jojvM658hoqW26z5pXr6LiK6zXX6QiLYS0SYiem6C7grjg32cGGALBfoIi6N9BWFnF3leqCUjxaRz59XyxM2xM9w3/xCwqhUmV0zdqthCHzsprDkUyzAMM7MIT9aBiUgB8G0ALwPQDmADEd0lhNhuu9k7AfQKIVYS0RsBfBnAG4hoHYA3AjgdwHwADxDRaiGE/JR6qRCie8LuDOPLgOXYmTleAR07KQiBSoRd8Ugx6cR5OW95TSAeKRd24RAFEmmqTRgGFYMTSV7TkddEIRRr9rPjUCzDMMzMYjIduwsA7BVC7BdC5AD8GsANJbe5AcBPzb/vBHA1EZF5+a+FEFkhxAEAe839MVOUUseuEIr1royVIdzGZATH+oIJu0IoVua8+bc7cc2xCxiKVTVRNJt2quXYSQFXCMUa56YSx07XBe7YcBiHe0bGf4EMwzDMuDBpjh2ABQCO2P5vB3Ch222EECoR9QNoNi9/umTbBebfAsB9RCQA3CqEuM3p4ET0HgDvAYCWlha0tbWN6c74MTQ0VPVjTGWe7TAE2q6tmzB0MIRdPYageHrD8+jfb4gNp3O0eX8OANAY0XCwoyvQOXzxqCEiN254FkeSIewyj/3k08/gYI3zd5m+gTTCeSrb/8hQGloavsc90ZVBOi3Q1taGk90ZDAzpVXm8R/s86s0YQrP94D60aYeRNhsqv7hjN9oyBwLtY2uXiv/ZmMXKhhA+fVGi4jVMBKf66ywIfI684fPjD58jfybzHE2msKsWlwkhjhLRHAD3E9FOIcSjpTcyBd9tALB+/XrR2tpa1UW1tbWh2seYyhx75jCweSuuuuJizKtPoPFIH7DhCaxedwZa17YAcD5Hz2Z2Irx3P9YsnoNdxwcDncMTGw4DW7fisksuxvyGBNJbO4DNz+Pc9euxZm6d4zaJFx7B3Nk1aG09r+jy7+1+CroAWlsv9jzmTw88Cy2aQ2vrZfhL12YcSfdU5fEe7fNof9cQ0PYIzj5jHVrPWWC4lw/8FfMWLUFr6+pA+3j6np0A9mFfv44rrrgSIQeHc7I51V9nQeBz5A2fH3/4HPkzmedoMkOxRwEssv2/0LzM8TZEFAZQD6DHa1shhPzdCeAP4BDtlGAgU1I8ETDHbjCjojYeRlMqipPDuUDHkrNdw7aRYoB38YTq0aA4UCjWtn1ECZaXN5GUhmKVECEaDlUUit1nViULAZwYzIz/IhmGYZgxM5nCbgOAVUS0jIiiMIoh7iq5zV0AbjL/fh2Ah4TRpfYuAG80q2aXAVgF4FkiShFRLQAQUQrAtQBenID7wvgwmMlDCZGVWxcPm33sfITFYCaP2ngETakY+tJ5zzw5iSyekJMgwgGKJ9z72AXPsZONkKdiHzt5nuX5B4zK5EranRzsHraqmTnPjmEYZmoyacJOCKEC+CCAewHsAPAbIcQ2IvoCEb3avNkPATQT0V4AHwHwCXPbbQB+A2A7gL8B+CezIrYFwONEtBnAswDuFkL8bSLvF+PMYEZFTSwMo/YFiEeMp17Wp9+b5dglIxAC6Bvxd+1UrbhBcThA8YSqCSgh58kTeTWAmLT1wYsoIU93cDKQ5zkeKQi7ZDS4sBNC4PDJEVywrAkA0DmYHf9FMgzDMGNmUnPshBB/BfDXkss+Y/s7A+D1Ltt+EcAXSy7bD+Cs8V8pM1akQJPEIsEcu5GchlQ0jFozhDuUVdFcE/PcJq+b7U5MoRU2BZtXCxJV1x0du3DACldVL7RLCU/BUGzWnPARtY1NS0QVjAQMxQ5lVWRVHWvn1eGR3V2Bw+IMwzDMxMKTJ5gJYSCdt/LrgOCOXUbVEIuEUGOKQtn+xAvpsEVKHDtV9wnFKs6h2EB97LRCKDdo+HYiyeaN9cQiNmEXUZAJ6NhJIbdidgohAnqG2LFjGIaZirCwYyaEUscuqoRA5O/YZfM6YmEFNTFj2+Gsv7BTdR0hKjQmloLLe6SYc45dWKFAYVVVF1boN6KEIIR36HeiyZXkHQJGKDZog+LuIUPYzaqNoSkVRTc7dgzDMFMSFnbMhDBgFkFIiAixcCiQYxePhJCSws6noTFghFzDNgETCTJSzCXHLqyEPJ0+iarpRZMnjHVMHdeu4NgVcuziESVwVax07JpTUTSnYujmHDuGYZgpCQs7ZkIYzKjWODFJPKJU4NiZTYyz/kIkr+mI2Nw36dxpHgJNdQnFhkPk6fRJtCLHztjPVMqzkzl2sXDhJR8LK77CWnJy2BByzTUx1Ccj6LeNemMYhmGmDizsmAlhIFOcYwcYLU98hV2JYzcUIMdO1XREwnbHTrY78R4p5tTHLhwKVuGa18sdu6lUGSsFXNQu7CIhS/D5IUOxzako6uLhQLmODMMwzMTDwo6pOrouMJQtzrEDjAKKTN4nFGs6dqkKcuzyurAqYYFCVaxXSDXvUhUbdO6rEcqdwqFYU9gVO3YhK0TrR+9wDomIgnhEQV08YjWcZhiGYaYWLOyYqjOcUyEEyhy7WCWOXdR07IIIO1W3XDqgEIp1c9B0XUAIFIlBSVgJForN68I6pgzp5gKGOScCuRZ78UQ8EjwUaxfmtfEwBjgUyzAMMyVhYcdUnQEzbOfk2HkJC00XyGsCsbBiTa0IVhUrLNcMsIVGXQSavNw5xy4ETRcwBp64Yw/lRn2ONxlkVR3RcMhqEA2Yjl3AUOxgVrVaztQlIhjKqtCn0P1jGIZhDFjYMVVn0Azb1ZY6dj7FE/I62fMuFQsHc+w0vUikFRw7ZxEp25I459j5t0qR+w7bRorJdUwVsqpWFIYFzOKJgKHY4axqtZypjYehi2AVygzDMMzEwsKOqTqDro6dgoyHY1eaF1YTUNjZ57YCheIJd8eueFKFnXDAQgh7H7ypGootF3ZG8+UgzttQRrXC4TKkzgUUDMMwUw8WdkzVkflYdYnSHLsQsoEcO6PVSdDZpqWOnZ8483LsrIpan1529gbF0Snp2BlFKHbkeQ3SlmWoJBQLgAsoGIZhpiAs7Jiq4+XYeeXYlQ6uTwRsqJsvybHzC6fKNiiOjp1P4YXEqUHxVMqxy5k5dnakgxckHDucKw7FAsBAmh07hmGYqQYLO6bqFHLsSoRdOBQox04KkEQ0mLBTteKq2HDgHDvnyROAd6sUXRfQRSEEK3/nXUTr0/t70D3Bs1Ydc+zM3MVMgAKKoYxd2MlQLDt2DMMwUw0WdkzVkVWxZQ2KfYonSh27eKSCUKxNpMkQa94vx85l8gTg7dhZVbUljp1TiHNf1xDeeNvT+PCvX/C9H+NJ1tGxM85rIMcuq1m9BOUUkOGAc2YZhmGYiYOFHVN1BjJ5RJWQJdAkfg2Kyxy7ACPIACO0ap88QUQIh8h1pJime4Rig8yZtdqlFOfYOW3z5N5uAMATe3t8W6iMJ27FEwB8W55kVQ05Tbcc16RZRDESoJCFYRiGmVhY2DFVZzBTPnUCMBsUq5qrwLGEXYU5dqpePCsWMBsNu4gzdYzFE/mSqlorFOvg2G1p77f+lmO6JgKv4gm/JsXD5nzeVFQxf5tTQNixGzfymj6hQp9hmJkLCzum6gxm1LKKWMBw7IRwn+Fa2u4kEbQqVhVlYdVIKORazFBw7Bxy7EIBHDsteCj2WH/a+rtzMOO6z/HGq3jCzwWV83llKDYpQ7Hs2I0Lm4704YzP3ot3/GQDizuGYcYMCzum6gyk846OnXSM3JL3peMlBYmRk+efD5bXdSssKlEUci2ekMdxcuys5sYBHDslQCj2WF8GCxoSAIDOwdEVUGw60ofj/ZWJQucGxTIU631OZe9A+RhGlBCi4RA3KB4nfvLEAWRVHQ/v6sLWo/3+GzAMw3jAwo6pOoMZZ2EnBZtbI19L2CmFHLucprsKNImqiaKZqIDhvLkVT3jl2FnNjQPk2MnwbyTsHIoVQuBoXxpnLqwHAHSPQtgN5wVe8+0n8N7bn6toO8fiCSsU6+PYZYsdO8AIy45kORQ7VoQQeGxPN65aMwdKiHD/9hOTvSSGYaY5LOyYqjOYUVEbKw/F+jXyzaumYLJCsbI9h7ewy9t6ykkiClkh01I8Z8UGaHciRZ9092T4tvR+9QznkFN1rJ1XB6BQLVwJe/sMMbW5vd9X4NpxKp6Qo9r8qmKlMyeLJuTf7NiNnY7+DHqGc3jpmjlYNacGL7JjxzDMGGFhx1QdI8eu3LGzctFchFrWFC7SNUuYDpNfnl1eE+Wh2BC5FkB45dhJF84tDxAoF4YFwVq8jQyfrpxTA2B0feC6Rgr77KggHOtUPCH/9+tjlzHPdzJa2L4mFuYcu3FgT+cQAGD1nBqsnVeHHR2Dk7wihmGmOyzsmDI2HurFU/t6xm1/A5m81dTWjm8oVhZPKIU+doB/sr+q64iWFk8oIUvAld1ec6+KDdLuRDpnUhi6hWL7zdFqzakoamLhUU1u6MsW1tHem/a4ZTHZvDbqyROyEjlha1eTjCkY4arYMbPnhCHkVrXUYuWcGhwfyAQqEGIYhnGDhR1TRCav4e+/+yTe9P2nMTIOoTZV0zGS0xxz7LyqR4GCMJJCKWE6Rn4tT1QXx863KtYhFBukeKK0QbFbKLZvxBB2Dcko6uLhUc1a7c0U7sPRvuDCLqd59bELKOxsjl0qyo7deLC/exiNyQiaUlHMb4gDKK6cZhiGqRQWdkwR244NWH9vPNQ75v3JxPvSqRNAQVj4FU9EbMUTgH8oNqfpZSItHPKoitXdq2IrKZ6QYlJukyvZpi9t9K1rSEZQl4iMKhTbl9WxzszROxrQsdN1gbwmyhy7eMDiCXm+7Q2mk1HF6m/HjJ7j/RnMN6uk59cbv49VINgZhmFKYWHHFHGge9j6e9fxsef7yHCjl2Pnlr8mBZ90wixh5+vY6YiU5MuFFXINxZb2oSvaLuRfPJHXitdJRIg4tFeRjl19IoLa+OhCsUN5oKUuhpa6GI70jgTaRjqi5Tl2wUKxGYdQbE2MiyfGg+P9GcytM5w6KfBY2DEMMxZY2DFFyA+Vunh4fISd6UqNJscuZ7pMRIZgigcIxWq6gC4KolGieDQoVr2KJxT/4gmnUG44FHLMsYtHjNFqtfHIqEKxaVWgNh7BkqYUDvcEE3ZSuJWGYsNKCEqIfIsn0nkNSoiscwFwjt14cXwgg7n1hrCbWx8HUXAnlmEYxgkWdkwRHf1pNKeiWNVSW1FyvhuDZksPp6pYKexc251oelE/OukYZTwEheWeOYRiXR27AO1O3LY1jllefBFRqEwM9g7n0JCIAjB6wo0mST6dF6iNh7F0VhIHe4b9N0Ah1FoaigUMsedbPJHTkYgolsAGOMduPMjkNZwczmGeKewiSgjNqRi6hkbXuJphGAZgYceUcKzPyPmZVx9Hxzgkccs8MqccO+kAuSXv5zW9yCUKEoqV7lukRKQpIXIVkKpHjl045FzhasdqUGwTodFwuWPXl86jIWmch1RUqTiUKYTAiGq4n0uaU+gczAYSV6Wj2ezEI4pv8URG1Yry6wCjj11W9W8WzbjTOWAIuBYzFAsAs2qiEzpDeKpzz9YOfPqPWz1ffwzDFOMr7IhoDhG9loj+iYjeQUQXEBELwhnKsb405tXHMb8hgWP9mTHPrpRNeJ1y7KziCZc37ZyqF4mlIFWxaknBhSTilWPnMXlCunhuYVzAufjCLRQrZ+Ymo+GKJzdkVR2aMM7lslkpAMU5kV7bAR6OXYA+drI5tCQl58VWKRx795YOvP/nG2e0Kyi/OM0ziyYAYFZNDD3s2AEwHM0P/PJ5/Pzpw/jr1o7JXg7DTBtcBRoRvZSI7gVwN4BXAJgHYB2ATwPYSkSfJ6K6iVkmM1F0mFV6c+viyKk6Tg6PzT0Y9Mixs4onXHPsisdgxQNUxeasUGwFOXZefexk8YSXY6fJkWKFY0bC5aHYoYyKWnMsVypmOHaVCOdBm0iWY8k2HDzpu11OdS6eAAyx5zd/N53XEC/ZVo4XG4+WOKXousDH79yMe148jt8/3z7u+58qyJDr7NqYdVlzTRQ9Y3zN+aELgW3H+qF7fFmZCmxp74d8eTy2p3tyF8Mw0wgv5+2VAN4thDhfCPEeIcSnhRD/JoR4NYCzALwA4GUTskpmQhjI5DGUVTG/IY7mGiMXrHdkrMLO3bGL+jh2+ZKZr4kADYpVS2Q5tTupTvGEUyg3opQ7dsM51RJEyWgYuvDvIWenIJLDWNiYxOKmZKAPPOnIxSLl9y+qhDwrfgFD2Nl72AGFKRTVcNT2dw9ZTuDTB/yF61Thx08cwE+fPBhYrPeaAq4pFbUua07FRjVDuBL+sDePv/vG4/jeo/uqepyxsqW9DwDMiRwD3jdmGMbCVdgJIT4mhDjscp0qhPijEOJ31VsaM9F09BkjqubVJ9CcMlyEnjHm+wyk80hElLLQKGBvd+I+ecK+XUQhKCHyCcUW95STeDcodi64kNsZt/EfKWbP64s4hGKHswVhZ4UyKxBGsidgjTl392XrWvD4nm7ffnhWjp3LY+BWlSxJ58pz7FJR6diNfyh2p1mNPa8+jn3myK2pzjP7e/D5P2/HZ+/ahmcDilHpzDUmC252c00UwzmtatMnhBB4+pjxPPrF04fHnGpRTXYdH8Ts2hguWdGMvZ1Dnq9BhmEKBMmxayCiDxHR/xLRN+TPRCyOmVhkq5P5DXE0powPm/Fw7JzcOiBIu5PiUCwRIRFRkM559JTTi+fLSowcO7fiCfccO0t8ek2ecKqKdQrFZlXUmIIuOQphlC6Z2fqKM+Yip+l4aGen53ZWKNbBsYuEQ2WNlEvJ5LWiHnaA0e4EQFWaFO8+PogQAVevnYODPcNTWnxI7nnxuPX3/dtPBNqmdziH+kSk6EvILNMp7xmujmt3rD+DrrTA6pYaHO1LY3+AHM3J4tDJESxtTmLlnBpkVZ37+zFMQIIUQfwVwFIAWwFstP0wMww5VH5efcIKD50crrzXmp3BbKFgoJRogJFipQItHgl59l0rnVYh8cqxk06AV1Ws56xYh1BuaShW1XRk8nrBsZOhzApy1KRTKd2zcxc3Yk5tDH+ziQonrOIJpTzHLqaEXHMc7cctFXYFx278Q7F7OoewpDmF0+bWIZPXcWJg6hcTPLqnC62nzcb6JY3YbIYQ/Tg5ki8KwwIYN6fcjd3mbNp3XLoMwPhMl6kWh3tGsLgphYWN3LiZYSohiLCLCyE+IoT4sRDip/Kn6itjJpzj/WmECJhTG0NjUgq7sX2oejp2io9jVxKKBQxR49XHTnWZIjHaHDtrVqxH8YTq0DuvVNjJnLEamWNn/q4kFFs6ASIUIly2chZeONznuZ23Y+feBkbilGMnQ8nVCMUe60tjYWMC88w2IJ2DmXE/xnjSn85jf9cwzl/ahBWza3CgO1jj6N7hXFEYFoCV29pdpcpYGdp+2boW1MTCePFof1WOM1YyeQ3HBzJY0py0qoZ5hi7DBCOIsLudiN5NRPOIqEn+VH1lzITT0Z/BnNo4wooxHSEVVcbs2A2k844VsYAhTMIe/eVKQ7GAKeyCOHbh8hw7txwdKcycHDs5HiwfIMcu7NGgWAq4MseuglCmdOzsImtlSw2OD2Q88+ysBsVuOXZ+wi6nl+XYJaro2B0fMMZsVVvkjBdyQsu6eXVYNjuF7qFsoKkiJ4dzro7dWKvR3djbOYTaKNBcE8O6+XXY0j41hd2Rk4Y4XtKcxPwGQ+Af65vaAp9hpgpBhF0OwH8DeAqFMOxz1VwUMzl09BfGGwFAYyo6Ljl2dS6OHeCdvF86eQIwQ7Ee7TnyDq1HjOOQa/WnV44d4C0KAfvkiuJQrN3lKxV2yVEII5lbaA+LLmxMAjBmjrqR9XLsAhRPZB1DsdXJsVM1HV2DWcytj2NWjSFyugendsPeXceNis0182qxpMl4PKQw8aJ3JGc545Lxym1141DPCFqSxvPgJQvqsaNjYEoWJcg5yAsbk0hGw2hIRipqmJ7Ja1Pe6WWYahFE2H0UwEohxFIhxDLzZ3m1F8ZMPB39aWu8EWC0YRhrT62BjOrq2AFGAYWrsFNFWSjWKJ7wb1BcWuHqJc40XSBEhoPohFOFa9E6HRw/wwkrHK9Q0WoIotQoig/SJaFYoJBs7zWGyq+PXbBQbPHjMBphGoSuoSx0YcxNlf3dqjliS9MF/ve+XfjcXds82+h4sbdzCDWxMObWxTGnzlhzp0/LEiGEo2NXEwsjqoSq1svu+EAGTXHjeXpaSy2yqh5IhE40x/uN8yffj+bVJ6yqfT90XeDN338aF/1/D+LJvdz/jjn1CCLs9gKYeq98ZlwRQpQ5dk2p6Jhz7AYyeX/HziX3La/pZSFV31Csy0gxYxKEe46dU36dta3inp8H2EeKlYZi7Y6dsWZZdDAaYSSFR9wmsmZLV8sj2d5rVmzUJxSrajpUXZSJwmg4hIhC4z55QjqPc+viiEcU1MTCVQ3F3rHhCL7x0F785MmDeM23n8DvNlbeEPmomRNIRJhTa7x+unwKPtJ5DVlVR2OJsCMiNKYiVo87P04MZLA1YDhVCIFjfWlL2K2YUwPAEKZTDem2SXE/qyaK7oDn5JkDJ/H84T7oAvjB4weqtkaGmaoEEXbDADYR0a3c7mTmMphVMZLTML9svNHonYOsqiGn6q7FE4Ax0srNscuq5VWxsbC3YycrPMurYr0dO6f8OknYp4mv6lBVW1o8MVSaYzeKkVyZvAZCca6c5Wp5OETZvPus2IhCyKvuotVrzmwyGh73fmtS2Mn5qc1Vnp36m+eOYN28Onz3Lecip+n46G83o22Xd/uYUo72ZbCgwXjdyMfDLwwoc+iaSkKxANCUigXKsVM1HX//3Sfxmu88gX1d/uKsbySPrKqjKW48litnG8IuyLYTzYmBLJpTUet1PLuCUWuP7O5CRCH8w/qFeHxv96idWIaZrgQRdn8E8EUAT4LbncxYZJjD7tjNro2heyg76tFDcuqEW7sToNzZspPX9DJBkYh6D62XAqzUgQt75dhpwjW/DjCmWHhOnnAaKaaEily+YSsUawi7eFgBETBSQVVsOqchphiujqQ+EUE4RJ6uVk7TQeScQ+gXis15zJlNRpVxnzxxfEC23DGeh9Wcndo/kseW9j5cs64Fr3jJPPztw1dgcVMSX3tgT0W98472jmC+KeziEQV18bBvKLbXLEoqdewAoDkVDSTsNh7qRXtvGpoucO8275Y3QKGdUaPp2NUnI5hVE5uajt1ABnPqCu9FzTXRwF8yt7T3Yd38ely9tgU5Vcf2CqZW7D4xiC8+ncZPnmCnj5m++Ao7e4sTbncycykMJLcJu5oY8ppAf3p0lbFe48Qknjl2mkO7k3DI8xu4VTxRFor1qIrVdSgOUyckiuJdPKHqhnAKlVTF5oranRQ7dqEQIRlRKnLs0nkNJV1HQESoS0R8qmKNIhS7ICys0zsUm/XIz0tGlXFvd3J8IIOoErJyzxqTEfSOjK0y242Nh09CF8AlK5oBGM/F9165HJuP9OGpfT2B9jGYyWMgo2JBY8HpnlMXR6dPKFY2IG5KlX/paQwo7OSc4OZUFJt8Wt4AwPEB4zUuQ7EAsHJOCnunoGPXOZhFS519hm4M6bwW6IvEruODWNNSa81TDhqqBoDP3bUNe/p0/OfdO6Zk7iHDBMFV2BHRn4noVURU9s5DRMuJ6AtE9I7qLo+ZKNp7jTd9+wdUIaw0OsdkwBSEtTHv4gl3x86heCKqeI8U091CsUaOnZMTY+TYeTl23q6WqguHKlznUKx07ACjl11FVbF5DVEHAVobD1si2omcWt6uRBL1qYr1cuxSsXBFDZaDcLw/gzl1MUuENiSj6KtSheiODrNNyfw667K/P3chZtfG8J22YHNUZQsOGYoFzHwwH5dRflmqTzg7dkGKJ3Z0DGJpcxLnLWkMNEGi1LEDgBWza7Cvc2jKTfc4MZBBS63NsTOFvp9r1zWYRc9wDqvn1mJunVFZvTVgr76jfWk8ua8HVy4MQ9MF7tp8bPR3gGEmES/H7t0ALgewk4g2ENFfieghIjoA4FYAG4UQP5qQVTJV51DPMGLhUNGbaZD8LS+ChWLdHaOc6tLHzsuxU2XrkXLHDgCcjDdNG1vxhKrpZTl6TqHYEBntWiSpqFJRVWzGwbEDDLHoJeyyquYozOQ6PUOxmnvhRTKqYGSc250c788UucaGY+f9YZ7Ja6NylXceH8SChgTqbFXb8YiCd122DI/v7baG0HshnW7Za81Yc9R3PQOWsHNw7JJRDGZU32rl9r40FjYaI7cOdg/73l4WZNRFi4XdQEatWhXuaNB0ge6hrFVhDKDQ+sanmEtO1lgztxZEhFVzarA/oCMpK2ivXRLBmQvrK861ZJipguunmRDiuBDi40KIFQBeD+A/AXwEwOlCiJcJIf40UYtkqs/BnhEsaU4WhRODJoK7IcODnqFYJeSYMyeEQM41FKu7Ogx5F8dOCj2nPDvVr3gi5F88USYkS0OxWQ2pWLgoHJqMVujY5TREHdZZGw9jyEvY5ctzFSXRcAi6gGuoOeNReJGKhjGSH1/H7sRAxiqcAAzHLpPXXYs0hBB4+w+fxfpb7scLhysbj7X7+CDWzK0tu/wtFy1BXTyMHwWoqJRfembX2NfsHz4e8EhTaDJb2PhVxh7tTWNBQwJLmpNQdYETA96v076RPFJRpcidlpWx+6ZQnl2P2fKmNMfOuM77nBwwncvls1MAgGWzU9ZlfrxwpA+18TDm1RAuWNqEze39VkV5EI72pfH4nu4p534ypx5BiicghDgohHhKCLFJCMGJBzOQQz3DWNKcKrpMhpeOnBzdKJ+BIMLOJcdOVpqWhh7jpmXlVkDhVhUrP8ycBIym62XCzI7R3Ni7eKI0lBt1CMXaw7CAURlbaR87J8euNh7xnHSQdShCkcjz5DrWTXMPxSbG2bGzWu7UFbfcAdwb9j53qBfPHjyJvCbwvUeChU/lsY70jpQ95wHDAX3Zurl4aGenrwsme+zNqi2EVOsTUfSnc54f8APpPGLhkGOIXFbKnvRwKjN5Dd1DWSxoTGCuWcnuJ+x6R/JoKKnCXWEKoH1dwcTPRCBnA7fUFufYAfAtpOnoTyMcKrSdWT4rhd6RfKD2MS8c7sPZixoQIsJ5SxqRU3VsOxas8OJoXxov/9qjeOsPn8G3H94baBuGqRaBhB0zs8nkNRzoHsYKs/2BJB5RsKAhgYM9o3vTDxKKjbq0ErFGg5U5doq1ZiesKRJlDYpD5n6dc+y8HDvFY86s3D6slOfYCZsTNpxVrcIJScWOXV4fVY5dNq8j6lD8YKzT2J9XOBwAYg7jyFLR8c2x608b7TjmloRiAXdh99juLoTIyI17eFcXMh6tW+z0juQxktOKckrtvGzdHAxkVDx30NsF7B7MIRVVrL6Ecs15TXgWlgxk8q6vCylmT3q4UzJfbn5DwhLCHR7TRwCgP50rC/3Or08gHglNqZYnMkJQ5NjJHDsfgXasz3B85et52SxDuPrlIOZUHbtPDFoFF2cuagCAwMLu+4/uR1bV8ZIF9fj2w/vQX6WCH4YJAgu7U5ysqmHzkT7kNYFzFzeUXb9sVgp7zeTqSkMMAxkVREBN1LtBsVMfNbekfTkn1a2AwnKYKnDs/NqdhH3y0FRNL9teCku53ZCDsEvFFKuoIggZs91JKbWxsOd+sqrm6tjJy93un9c4smRs9I5d50CmLLwqW53YhZ10mPpcPiif2t+DlyxswD+sX4icqmNLd7D1HJXFQg3Owu7yVbMRVUJ4aOcJz/10D2Uxy+YsGWv2Hws2kHYftWcJO4/t7euX58trrBxgnEO5NkkoRFg2K1gemhACd25sx282HKlquNFy7Gw5dvGIgtpY2Dff91hfuijfUQo7v3Bse+8INF1g+Szjy+38+jhqY2HsNucAe6FqOv606Shetq4Ft7zmDKTzGu7b7t9+xk5OdU8vYZhK8RV2RPThIJcx04/NR/pw/i0P4A23PY2IQjh/aVPZbc5d0oitR/tx2qf/hku/9BB2Hg/eE2owk0dNNOw6qgsAImHn4omcm2NnCgy3ebFWT7mKc+zcXwp+oVinBsdSWMr7MZxVrXFikkob/KbzGqIOy6yNRzCUVV0/GHKqfyjWTdhZAlspV5TSsav0A+l4fwatX23D+39R3A6zwzZ1QiJnqTqJJCEEdp8Ywhnz67B+aROaU1FsPB5MKB/tk7NInYVdKhbG2Ysb8Nwhb8euazBrJfZL/MQoENCx83CnjvUZwm5hYwJ18TASEcXXsetL58tm0wJGODZIKPYPLxzFv/12Mz7+uy14cEf1CgtkSLn0vDbV+LeBOdafxjxbk3XZX1AKYTcO9RjPh6WzjFm/RITVc2uxK4Cwe/HYAHpH8nj5GXNx5sJ6LGxMBOorKPnVs4dxxmfvxau+9XjgiSMM40UQx+4mh8tuHud1MBNMJq/hX+7YhFhEwVVr5uBzrz7dsVnq9WfOQ0QhLJ+dwmBGxbcfDp7HNJBWPfPrALPfm0N+lwyZljpvfqHYvNmMt1Ro+eXYlfa9K942ZM2gdTymXt6WRf4vheZwVrPGiUlSUec+dm4J217tTjTdPfSXdaguLl2na46dj2OnC/d8Rzfu33ECIzkNbbu6ikJWJ/rLHbtGs8+b0wfeyeEc+tN5LJ9dAyVEuGZtC7Z0a4GG2sv2Pm7CDgDOXFCPbccGPN3a7qGsNdZN0mAKNq/K2IF03rEiFig4fl4ipr0vDSLjXBER5tbHAxRP5FCfLD/mitk1ONI74lltLoTAtx7aizVzazG/Po6fP3PI81hjoXOweOqEpMmnv5+uCxzvz1hiDjCcvtm1MUvIuyHTTZbaci5Pm1uLXScGfb+4PLnPqKa9aHkziAiXr5qFZw6cDPQ87OhP47N3bcOKOTXY2TGIr9y703cbhvHDq4/dm4jozwCWEdFdtp+HAZycuCUy1eDWR/bjQPcwvv6Gs/Gjm8/HWy5c4ni71S21eOITV+GuD16Gq9fOwYYDwR/6QQ9XQhJz6WOXdwnFxn1CsU6974BCjp1Trpx/VayfY+fc7sRYTyEUW1o8kYyVO3Z9Izlc8l8P4X/v3112nEzOvXgCgGueXVbVHRsMA7Bm8bqHYs12Jy45dgAqblJsH8z+4rFCjzEZip1ja7nTkJCOXblI2l9SAXnRiiakVQRyWdp700hFFVdxBQBr59Uhp+o47NGotmsoW1Q4ARQcO89QbEYtarNiJ6KEUJ+IeIqYo71ptNTGreeZX+88IYQRinW4v8tnpyBEwbVyYk/nEPZ3D+OtFy3BdWfMxVP7esZ9nJykazBrVeTbaU5538fu4SzymigKxQJGuPpon7djd7B7GLWxsOWWAsBpLbXoT+et0LAbz+w/idUtNdaaL1rejMGMih0BJl785ImD0HWB2952Ht560RL89rn2wO2ldF3gp08exEd/s7miJszMzMfLsXsSwP8A2Gn+lj8fBXBd9ZfGVIu8puPnzxzCVWvm4JKVs3xvP6c2jmg4hBWza3B8IBN49mJ/Ou/64SVx66PmGooN4NhFHESadOycBJrm06DYv49d+fYy9Csdr+GcQ/FEREFO04vcskf3dKNnOIdvPLin7DjpvIaYg2OXNNWeWyFGTtUcHTfAFjJ2KTrwalAs8x0rGSum6wJP7+/BNWvnAABetDWPPd6fwayaaNGxouEQamJhR5F00BR2y0yXZf0SI5XguUP+Xz6Omj3gnKZxSJY0G2G5wy6CJ6/p6BvJl4UMZcGHZyg2nUddwt3N9hsrdrRvpKjwoznlPdd5OKdB1UVZjh0Aq2jKq4DigR1GruHVa+eg9bQ5yKq6NfnCi9HkjXUNFo8Tk/g5drJZtH3eNWC4su0+odiDPSNYMqv4+bC6xWiFs6fT+4vCtmP9OGthg/X/hcuMSSZ+00t0swnyFatnY1FTEm+9aAlUXeB3z7d7bif55kN78dm7tuGuzUfxxtueCtzWhZn5ePWxOySEaBNCXCyEeMT287wQYnybVzETyr3bjqNrMIu3XrS4ou0Wmx907b3BOt44JWuXYgg79+KJ0hCpzLHLuubY6ZYLZUcKLW00feyUkNUfz/GYDn3spGBSvapizf/tzscBM9cpRMUfinlNh6oLR8cuYQk791CsU1UrAETDPlWxmncfO6/jOrGncwi9I3lcd/pczK4tnlN6vKSHnaQhGXEUSXIiitxmYWMCNRFge4BKxvbetGtFrEQ+3w+5VIVLIVXqLtX5hGKFEEaOnceXHr+xYsf6MsXTLmq93Sw5vaPBYdKFdDy9etk9uKMTZyyow7z6BM5b0ogQGbNq3RBC4JsP7sGa//c3/MOtT1XUQLpzMIs5To5dTQy9I+5tZDpMV25eqWPXmEBHX8Zz5rVTu6eVZo+/PSfcz0vnYAbdQ7mi6SVz6+NY0pz0Fb6b2vvQ0Z/Bq8+abx3v7EUN+OvWDs/tACPH8lsP78Grz5qPRz72Uighwuf/vM13O8kvnzmMK77yMP7+u08WfbliZgZBiiduJKI9RNRPRANENEhEwTPomSmFEALffngfls1K4crVcyradpbVSypYgm/vSM4xWduO2+QJq91JxVWxzlMkpKPm2O5E0z0nT0SCtDtxGClmHE9HVtWQ10RZ8URKOl42p+2IKZp1UWhiCxTur1ODYunYubmYWVV3dez8iiekgHacPBErX78fzxwwXIyLljdj5ewa7LGJiY6+4vwoSWMy6ujYdQ1mURsLW88JIsLC2hB2nfAPxR7tHfHMrwOMWcnJqIJDLqFYGTIrdeziEQVRJeQaGs/kdeQ14Zmm4OVO6bpAR3+6zLHrHcm75oJKYez0RSsZDWN+fdy1JYisnL/UdPdrYmGsmVvnKez+sqUD/3P/bqxf2ojnD/Xi03980fW2pfety03YpaLIa6LodWFHhlvLHLuGBHKabvUcLCWv6WjvTVvOr2RWTRQNyYjnLF35JWLtvLqiy89b3IjnD/d6OpYyJeGK1bOty649vQVb2vt9K5x/+PgBCAF8/OWnYX5DAu9vXYm2XV3YdKTPczsA+MML7fiPP2xFc00U7b0jePP3nw48F3ckp+L7j+7HD7Zm8efNx7iSd4oSpHjiKwBeLYSoF0LUCSFqhRB1vlsFgIheTkS7iGgvEX3C4foYEd1hXv8MES21XfdJ8/JdRHRd0H2eynQPZXHf9hPY0TGAD750padL5YRXhWIpVk6Pw5BzO1GzeKL0DUIKsFKnybePnebc603m2DkXT/g7dl7FE17tTnKqbjUhdnPs7CFUe5GAPRk+k5O5buXHT0S8HbucR46ddBbzo2hQLB27SnKt7tl6HEuak1jYmMCqlhqrlQ5guBBO7UcaU1HH4omuofJcrAU1Iew+7p3wPpDJYyCjurY6kRARFjUmXcN40iErFXaA7C3o7FJJ98rLsWtKugu7zkGZS2Z37Iw1uLVIKQg75y9aK+bUuIYc95wYgqoLnDG/3rrsvCWNeOFwr+PrIqtq+PLfdmLdvDr87B0X4gOtK/DnzccC5YH1juSg6sIxx86vWrijP4NERCkTr1IAuz2Ox/rSUHVhhd4lRISVs2uw18Ox297hIuyWNqJ7KOeZn/nU/h6smVtblNf3srUtAIAHPdrs5DUdf3jhKK47fS4WNhprftvFS1ATC+NnTx103Q4A+kfy+MyftuH8pY347Xsvxm/eezE0XeDjd27xFWmDmTzeeNvT+OJfd+CFThX//KsX8PE7t3g6oRIhBP68+Rg+8IuN+Mgdm/CELc82KH7NwpkCQYTdCSHEjvE+MBEpAL4N4BUA1gF4ExGtK7nZOwH0CiFWAvgagC+b264D8EYApwN4OYDvEJEScJ+nHAOZPD5yxyasv+UBvPf2jVg+K4Ubzp5f8X4Kb6z+YZWRnIacpgdy7IDy3DcrFOvi2Lm1O8lrelmzYMA7x07VhU9VrM/kCY9QbF7TrRy0sj52DiHUkyM5K+xp/9YuHTunPnb+oViPWbHh4rYs5ds69wUECk5h0By7bz20B0/t78Ebz19szfEcyqo4MZDFQCaPwaxalvgOyHmx5c+5rsHyHnKLakMYzmmeOVVWDzgfxw4A5tTFrJBv2fFNYefkLnk1jZZTQrxy7Jpqoq5hR+lMLbQLO/O12T3oIuzSZijWJTXitJZa7Dkx5PjFZ5tZ4HK6Ldy4fmkjhnMadjoUqvzsyUNo703jP165FkqI8O4rlqMhGcH/3L/L8dh25Lm2F9BICu8/zo/Hsb405jXEy/ImFzQY4setgELmpi2dVT6FZFVLjadjt6NjEAsbE2VFOOctaQQA1wbXWVXDcwd7cfGK5qLLV86pwZLmJB7Y7i7sntjbjZPDObza9h5eEwvjNefMx91bOqywuxM/efIgBjMq/vM1ZyCshLCkOYVPvHItntrfg3u3efdsvOUvO/Di0X7c9rbz8M2rkvjnq1bitxvbfR9XXRf46G82459/9QJeONyHtt1deMsPnsHn7trmWzmcyWv4+gN7cOH/9wBWfeoeXP6Vh/Ddtn2BRr3lVB0P7+zE1x/Yg68/sAcPB5gkY6dvJIe9nUOeKQ5TFe9eFAbPEdEdAP4IwLqHQojfj/HYFwDYK4TYDwBE9GsANwDYbrvNDQA+Z/59J4BvkfGqvQHAr4UQWQAHiGivuT8E2OeE0zOUxb4+DeE93RjI5NEzlEXPcA4nzZ9Y2KjOm1MXw7z6OOriEcTCIdTEw0jFwoiFjbDOkuZkUYf7IDy2pwvv//nzGM6puPHcBchrAh9oXeEofvwI0nhVIm/T6JNjF3WpyvSbPOFaFesi0rxy7PwdO7+RYnrZ42IXrLJ5cGlVbKH4oHBfeodzWDO3Fpvb+4sEhRWKdSyeMJ0zh7mtQgizKtaveMK9KjYaDjkWGSR9BKWdjv40/u+BPfi7M+fhPVcsB1CYU7qnc9D6IK8kFNs9mMXa+cVOybyUcX8OdA9jUVOybBvAvzmxnTm1cezrdHYX3EKxAFATd28aPRDQsctrAoPZ8upZKVDswlQK3B4X0WM5dokIjjlcv3puLbJmBfCyEoGz7dgAUlGlqBWIFC7PH+7FGQsKTl7nYAbfeHAPWk+bjctWGaHb2ngE771iBb78t5147uBJrHfol1nY3hR2dU6hWOOybpdUkGP9GcfHVJ4nt152shq41LEDjMKSk8NH0DOUtcaa2dl+rB/r5pUHsFbNqUVtLIyNh3vx9+ctLLt+0+E+ZFUdl6woLl4jIly1Zg5++cxhpHOa9R5h567Nx1AbD6P1tNlFl7/5giX4+dOHcefGdrzr8uVl2w1nVfz4yQO4Zm0L1swtrPlN5y/CT544gK/cuxPXrJ3j+Nnw8K5O3PHcEby/dQWuPX0u2rp24iMvW43OgSy+/fA+XLCsGVeunl22nRACn//zNvz+haP40NWr8OGrV0HVdXz5nl340RMH0DeSw1dff5bjMdt7R/De2zdi27EBXLVmDt54fj02HurFl/+2E7/deARfff1ZOHdxo+Mx73nxOL50z07LMSUChDC+hN10yVK85cLFju51Jq/hgR0n8LuN7Xhkdxfk2/6ipgReecY8vOqs+Th9fl3Z+6EQAts7BvDgjk48uLMTn7l+cv2kICqhDsAIgGttlwkAYxV2CwAcsf3fDuBCt9sIIVQi6gfQbF7+dMm2C8y//fY54fzhhaO45ekM8PQzRZfXJyJoTEaQU3X0pfO+H5CpqIIPvHQl3nnZMscZk6Womo5P/G4rWupi+PobLyp6Ax4N8YiCVFTxbRIK+Id+JFaOV0lVZqEqtvgFFLMaFLsIO1V3aXfikWPnkCNnJxzynjyhOTh21uQJVccw3By78lDsyeEczlnciM3t/UUJ52mPUKyXwFJ1ASGcHTfAnmPn0dzYZVt5f4Lk2D2yqwuqLvCv16y2HotVc4yqw72dQ1YO47z68g/mhmQEgxnVqHi2raVrMIsrSj5sZyeNfR/xKPBxEkZuzKmLoWsoCyFE2Zt591AWqaji+OFbG4u4hmILjp13jh1gjBUrE3amQLGLYDlyy81dkC6OUx87wHDsAGDX8YEyYbf92ADWzqsrajS+oCGB2bUxvHC4D2+/uHDbL9+zC1lVx2dfdXrRPm66ZAl++uRBfOoPL+Kuf77UNTWg02p54xCKrfEJxfalcdpp5eKiJhZGQzLi2svuYM8wUlGlrB8hAKxqKTxHS4XdSE7F/u5hvOqs8uiHEiKcvbgBz7vkIT61vwchAi5YVi5yr1nbgh8/cRBP7O3GNetaiq7L5DXct+0EXvmSuWXncN38Opy7uAG/fOYw3nnZsrLn6y+eOYS+kTw+eNXKosvDSgj//vI1eM/tG/GrDUfwtouKW1/1j+Txid9tweqWGvzLNausy4kIn3v16dh0pA8fuWMT/vzPl5V9Mfva/bvx06cO4d2XL8O/XrMKRAQlpOAzr1qH5poo/vveXRjKavjWm88p+kx7Ym83PvjL56HqAj+6eT2uWlM4D227OvGpP7yI1333Sbz7iuX412tWW9vu6BjA5+7ahmcOnMRpLbW49W3nWYLzsT3d+NlTB/Hf9+7Ctx7aizecvwhvumAxmlJR7Dw+gHtePI6/bD6GgYyKefVxvPfKFVgztxZdg1k8vrcbP3z8AG59dD+Wz07hZWtbsKQ5hUxew/aOATy+pxvHBzIgAs5a2IBswM4R1cJX2Akh/nEiFjLRENF7ALwHAFpaWtDW1la1Y9WN6Hj/OoGGmgQSYaAuSqiJki0vSwGgIK0KnMwIZFSBnAZkNIGMarhQUYXwTIeK/753F25/bDfef3YMS+oKL4ScJrCtR8PSuhAa48aH34bjKo72ZfGhc2Lo3vMC2so7aFRMPKRj5/4jaGvz7jz/ojna6eCubWjrcm+6efCw8SHX9tjjUPLD1uOwucMQC5uf34iu3YUPcyEECMDOvfvRRuVtAU50ZZDJirLHc9dJYz3Pv7AJmcPFb4iDQyPoUdKuz4Hjx7LI5lXX63v706AsFV2/t9c43nMvbLIu271tC8SxwrGPDRliccOmrVBO7ICqG4nh+kAnCMCmHXvQphqNYHf0GPvTspmydQznDVH04o7daEsfKLoubQrm9sMH0dZ2tPy+DRtr2PziNqROlodUDh7OgoTzfZf73rq9/Lil3PNiFqkIcGTbBrRvN573QgikIsAjm3bjQK3xGB/e8QIGDxQLye6jxnPkrw88gvqYsW3WdLOGuo6ira3Lum04P4IwEZ7YtAsLXNb01M4cIiFg23NPYbtHuxMA6D+eR14T+Mv9baiNFt92274MasK647nJDmXQOeJ83dPHjOf2zi3Po2+fs2hu7zJu88DjT2NlQ/HzdcM241w+99Tj1mXyOfDMph1o7C8fQr91dxYxBXjq8ccwNDRUtq6saryu7n16K+LdheeBLgRebB/BpQvCZdssSqh4ctcxtLX1AQAOD2j4/fMZvGJZBIde3IDSFsZvXCnwf88P4mM/fhA3rnL+wvfMPkO07dz0LA6UfFnKmeL/ua07MW9kf9F1qll0ke094XjO68Matuw9ira28hYkz+/OoDkm8MgjjwBA0fnpSRuvj7sffx7pw8WieF+fZsyD7jmMtrZyH3SWyOHx43ncff/DSEWK78s9G9NYXBvCC888UbadqgvEFeDnD21CuLNYTG44rmIoq2IJuh3v53n1eXz/cA7f/f1DWNdc/Pnw7UfTOL05hL59m9BW0mc+IgTWNIXwpbtfROPAftTYnuvf35JF16CK959OeOrxx8rO0U2rdHzhqRze9J02/McFccTMSvu79+fw2915XLEwjEuSJ/DII8WfGacT8Na1Ufxixwm88qv34c1ro2iMER4+ouLu/XnMqyF86Lw4Qsd3oO14cTbYp9cTfr0zjFsf2Y9fPbUfqxsV9GUF9vbpSEWAt6+LonWRhlDXTjxtfv5EALxzBXDtnAT+diCP2586iJ88edDaZzQEnNei4LIFcaxtDiFEx4G+46gHsHIZ8LoFCTx3QsXTHWn84LH9kN+FayPA6iYFf7c4ijNnh1EfyyPX/qLj62yi8BV2RLQawHcBtAghziCiM2EUU9wyxmMfBbDI9v9C8zKn27QTURhAPYAen2399gkAEELcBuA2AFi/fr1obW0d1Z0ISltbG8bjGI/u7sLH7tyMzz6ZQV08jGWzUli/tAlP7evB9o4RJKMKrlnbgucOnkT3UB6Lm5L48OtbKy6UcGPO5seQqE+gtXW95+0GNh8DnnsBV116gfWt14kTGw4D27fi/Asvwu5Nz1jn6OTz7cDmzbj04gvL2hDEH/ob5s5fiNbWcrv7h/ueQSirorX10qLLaw/1As8+idNfcmZZyCDyzEOYP7cJra1nO67xmcxO4MgB18cv8cKjmDsrhdbW86zLmtv7gWcex7rTX2LkqW18HpdffH5RCORYXxp4/CEsXbEarRcsNkJ79z2A885YjUc7dqNh9ny0tp4BABA7O4ENG9BQkyhbR17TgQfvwfxFS9Hauqroup6hLPDAA1h32iq0XrK0bO3tvSPAYw9j5erT0Lp+Udn1f+najJqBbsf7rukCeOCvmOdw3FK+svkxnLs0ipe+tNhAX7vzSYyECOHGeiQih3HDtS8tG0E3sPkYfr7jBaw7e731XDpycgS4/2FccNbaonW3tbVh8SwANbVFj4ed3x59HouaBvDSl5bfp1KGthzDL3e+gFVnnlf02AHA93Y/hUUxgdbWS8q2u6tzE07sP+l43g4/dRDYsg3XXHmpYxgXABqP9OFrG5/A0tVnoLXEtfnZwQ1YMiuD1tbLrcuEEIi2/Q0NcxehtXVN2f7+0rUZzb3G4+j2XrT4hYeRS9SjtfVc67L9XUPI3PsIrjt/HVrPL35+7MA+fPlvO3HW+ZegMRXFJ363BYnoMfzX217q6Ay2AjgsNuGuzcfw0RsvLXtdA0DbwDbUHm7HdVe/1PG8pB75G+rnlL/2j5wcgbjvYVx69tqydQLA2iMbsadz0PF+f2FjG85YWni+2M+PEAKfeepehBrmo7W12IU89sxhAFvxDy+7xDHsH17QjT/sfQY1S84oes/J5DUcuP8+/OOlS9Hautbxfl7VsREbD/XiyiuvLHLefn37Rsyq6cX7brzK8T39oryGO/c9iK3pBnzA9vz/8RMH0J/djltvuhAXLW8u2w4A5q0dwCu//hieGGrGf914JgDgz5uP4YljL+BDV6/CzS9bbd229Dk0b2Un3vHTDfj2zgjed+UKPLanC7/dfQSvOms+/u8NZ7t+/rQCuHRrBz75h61GVMvk789diC/ccHpZlMPOK64xKot/8cxh7Dw+gLq6CD52YYtrmNXO22DkMD++txvDWRWLm5K4aHmzo/tu53rzt6rp6BzMIhoOoTkVdUxVGa/P/NEQJBT7fQAfA3ArAAghthDRLwGMVdhtALCKiJbBEF9vBPDmktvcBWOk2VMAXgfgISGEIKK7APySiP4XwHwAqwA8C4AC7HNac8Xq2bjnw1fg1kf3IZ3TsLNjED976iDiYQWfuX4d7tt+HH/ZcgznLG5EfTKKT75izbiJOgCoi4etHCEvrL5ZAUOxpTlebjl2gJGb5lU84bRNZCw5diHy7GOX13UobqFYe/FE2Uix4j5wvbZz1pCMos8eivXIsYsoIUQUwoiD/e9V1Sq3let0IqfqiLmE/ZUQIR4JlTVG7hzIYCCjWn3A0jkNu04M4n1ryvN+Vs6pwX3bTyAWDmHlnBrHucKNVm5n4XzIXCyn6slFjUnPasT2Pv8edhKZ+9c5kMWaucXXdQ/lsMq8j6XUxT1Csebj6jVuzwrFOuQWHu1NWz32JESEZo/pE30jedT7vBZXt9SWzYLeZrbzWDe/PI/snMUNAIBNR/pwycpm/HVrB647fa5ruBcA/u260/D7F47iL1s68E8vXVl2fUd/Gi315YUTEmNebPl9POrSw06yqCmBh3d1loXUVU3HkZMjuO70uY7bERFWzKkp6rco2d7Rj9p42LVtztmLG6x+f3Zh99zBXuQ0HRetcBZYAHDVmhb8detxbDs2YKXQ9KfzeGhnJ95y0WLX96t4RME/rF+EHzx+AAe6h7FsVgrpnIbvtO3DRcubXEUdAKyZW4d3X7Ectz6yHy11Ri++T/5+K85Z3IAPXVX+WNl56Zo5uO1t6/GxOzfjA794HiEC3n35MnziFWt9P39e8ZJ5uGTFLDy8qxODWRUXLWvyNAPsXLJyVqAm+07MrY/jdQ75j0EIKyHHfOCpQhBhlxRCPFuiSMfcoNjMmfsggHthxCJ/JITYRkRfAPCcEOIuAD8EcLtZHHEShlCDebvfwCiKUAH8kxBCAwCnfY51rVONplQUn3xF4Zue/GBNRsP4x0uXIpPXfb95jJb6RMTzQ1PSO+zeN8uOm7CQYRcnQRIPhzxHisUderb55th5FJOEQyEj5OIiAJ0mV1iCVdOtHDS34gn5+MmcusZkxGzKW/hQ98qxA4yWJ05tR2QfOrfiidKZtqXkVN01Pw8wnnP2HDtNF3jtd57E8YEMHv5oKxY3J7G9ox+aLoq680tWzqnBrzccwWN7ul3fZJ3a7MjCBae8qMVNSdd+XkIIHOoZxivOmOd6n+zIXC+nytiuwSwudvmgrDWLJ5xy8wYyKuKRkGueGeDe2kMIgaN96bJqSsAo4ujxyLHzK2Q6raUWD+3sRCavWTlL244NIKKQNYXBzksW1CNEwAuHe5HXdAxk1KJKTSfmNyRw7uIG3O0i7EobL5fSlIqhxyHHrqO/PO/QzsLGJLKq0cvOXnHb0Z9BXhNlPezsrJxTgyf3lodwtx0bwLp55Yn0EtnvrzTP7sl93QiHCBd4FJG89LTZIALu23bcEnb3bO1ATtPx2nMWuG4HAO+8fBl+8cxhfOHP2/Cjm8/H/9y3C12DWXznLed6bgcAH79uDY72GoVOgFEJ/f23rw9UbPeydS146hNXY8fxASxuSrq60U7UJyN4jc/9YoITpDSym4hWwCiYABG9DoB/a+wACCH+KoRYLYRYIYT4onnZZ0xRByFERgjxeiHESiHEBbLa1bzui+Z2pwkh7vHa50wnGQ1blZFEVDVRBxgJ30G6yPelc6iNhR3dMztRl3YbedXdsYtHFM8+dk7bhH362PmNFAPcXS3VoSly1CaY3NqdRMOG0zZsCrL+kUK1ZEOieNrCSN5H2EWdhV1hcoTLrFif++bVKgUwCjdGbFW9247142hfGpourEHxG8yWD+c4VLDZv5m7iaQGa0SXTdh5tBpZ1JRAfzrv+DztHsqhbyTv6rSVIqszOweLG8bmVB396fJxYpKaWBi6gPXY2hkIMGovGVUQC4fK+vf1p/MYyqqOLpHh2Lm1O/GfAnPa3FpousD+rkKj4m3H+rFqTq1zH8NYGKfNrcPzh/vwu+fbMasmissDuCfXrGvB9o4Bx5moR/vSnk5Icyrq2CDdbZyYZFGTcfmRk8WVsQfNqSJOFbGSlXOMUYoDNgdW0wV2dgw6Opl2nPr9PbGvB2cvavAMMzbXxHDZyln47cZ2qJrR5/P2pw9h5ZwavMSnCG5ObRwfedlqPLyrC9d+7VH84PEDeNtFS3C+h5CUKCHCN990Dn7/gUtw+zsvwB//yT1dwIlEVMG5ixsr2oYZf4IIu3+CEYZdQ0RHAfwLgPdXc1HM1KU+EQkUih1Iq55Vf5KoS1WmW1UsIIWdW0Nd5wpX6bQ59rHTdM9wQSGM6+xqqXp5g+KIbVTXUFZDVAk5T2+IhjFiCj/5wVGfiJih2MIHmGxQ7DQr1tqPg9j1mhxh3DfvPnY5zb1VCmCEk+3VuLJ/3OKmJH7//FHkNR2P7+nGitkpx7Dp2QsbEAuHEFVCZe0bJE79E7sGsyBCUXNXiWzaesyhb5lswuvkQDmRjIZREwujs2QQvAx5OrXlAIwWHwAw5NDLbiCT931tEBFm1cTKxI8UJvI+2vF27PKodxgnZue0uWZl7Akj/CqEwPZjA0X960q5bGUzHt/bjXu3ncDfn7swkLMjW3w8vb/YBUvnNJwcznlOBHGboXusL42GZMT1S+2iRudxiAfNVidOPewksnrbPnLtYM8w0nkNp8/3FlnnLTH6/clpKP3pPLa29+ESjzCs5C0XLkFHfwZ3bT6Gh3Z2YtuxAbzLodrViX+8dCk+/XdrEYuE8L4rV+CzrwrefoOIcO7iRly+arbvF3NmahKkKnY/gGuIKAUgJITwn9fDzFjq4hEM5zTXXDbJcFYtCz064RaKzXs0xo1HQt6TJ8JOeWjeOXZejp2cWuEWrnRqdyIdsmxeM+fEOn/gpKJKwbGT/c0SEdSXOHaFkWLOazRCseUiQjbyHFMo1suxiylFoVgpRD7QugKf+P1W3PrIPjyxrxsfusq5uKI+GcEfPnApdCEc+4QBxn2LhkPFjt1gFs2pqKOQkI7P0d502UQAOfdzVUswxw4wXMHS3DWvUDBQyJ8bzOQxtyRnbCCtljW0dWJefRzH+ovFqWzjIh0oO9KxKw3/CiHQn875OnbLZqUQUQi7jhvnqHPQ6LfpJexuvnQZfv/8UaRiYbzvyhW+9wkAzphfh9p4GE/u6ylqFWK1ofEKxdYYwq70Pnb0Z1zdOsB9+sTB7mEkIoqj8yuxZsZ2Dlmus5V76NDDzo7V7+9QL06fX48Htp+ALoDWNf7jHK9d14KzFtbjM3/ahhABq+bU4LXnBgtXEhHedflyx352zMwnSFVsA4C3A1gKICxfTEKID1VzYczUpD4hP7BUR7dEMuQhZuxEbP3e7OQ1HURwdNK8QrF5l7mvfjl2pcUPTmtUXQoo8lq5MJRjvtJ53RR2zi+1ZCxshVAH0oZAqouH0ZiMYjCjGuPKFCOnMKqEXJ3FZFRx7GMni1LchJ0SIoTIKxSre4aMSh27zsEMlBDhtecuwNce2I2v3rcbs2qiuNmhIlfiF84iInP6RLGwcwv3yOkVpaIIMBy72njY84O8lFm15c5Zl0fxBlAQdk5zTQcyeavvnBfzGhLY0t5XdJl0nBwdu1QMOU0va2psfBETaPARkxElhBWza7DbdJesiRMeob8FDQk89cmrQeScNuFEWAnhwmXNeHJfcePnIP0Fm1NR0wVXLVcUMBw7L6cvGQ1jVk20bCbq/q4hLJ2V8nTBFjUmEA2Hihy77ccGEFVCluhzY2FjAvPq42jb1YW3XbwUd2/twPz6OM5Z1OC5HQCEQoRvvflc/PvvtkDVBP7r71/imZfJMJIgr8S/whB1WwFstP0wpyAyhOSXZzeUVVHjk0cEFEZaZR2KJyKK88SDRETxLJ6oNMdO9XXs3MO4cp+lzpEUUpm8Zohcl4khhmNXKJ5IRRWElVAhr8w8z+mc5lgUIkm4CDtrJJiH6xZWQu6hWI+pFfK49pFi0kmLhRX83xvOwWUrZ+GbbzoXjQGEjBfG9AlbKNZhTqxkViqGqBJyHCG1+8QQVrfUBgpnSWY7CbuhYMLOafrEQNo/FAsA8+vj6OjPFI0VO3Iyjbp42NHxm1VrnOPSHLQ+awqM/2OwuqUWu8wxYduOGq7UmrneYWsjV7SykN3FK5pxqGekKFx+yMx3W+QgWiVN5vSJ0nDs0V7nOcN2FjYmyxpX7+8exvLZ7mFYwHh9LJ+VsgQvAGw60ovT5jrnHtohIrz2nAV4eFcn2nZ14uFdnXjNOQsCP/8WNSXxy3dfhN+872KsmB3cZWZObYK8GuNCiI8IIX4shPip/Kn6ypgpifxA8cuzG8qqqAng2LkNoc9r7hMP/Bw7p7w8N3EmhDBDse4vhYgMxboIO8MlLD5mKESIhY2Q8XDO3b00cuxMxy6Tt86vFHb9NmHnVRTjWhVrhWLdt40qIZ9QrPu2qRJB2TmYtfLOLl7RjJ+/60LHCs5KaUxGi0Kx3YNZ1zBoKESY1xC3Eurt7O0cClw4IZntkOsm/2+ucRZL0k1yankykCkfE+bE/IYEcqpeVAV6pHfEdVRaYeRW8VplSN+rDYnktLm1ONqXxmAmj01H+rByTk2RMzZeyEKZp/YV8uz2dg6hJhZGi0veIlCYsGE/J/1pY86wXwubhY2JolBsVtVw5OQIVnjk10nWza/DlvZ+c0SfhhcO9zlOjXDibRcvQTyi4OYfb0BNNIx3XLYs0HYMM1qCCLvbiejdRDSPiJrkT9VXxkxJAjt2mWA5doVZscXCIq/plptXilfxhKo7O3ZWjl2JMyUdvECOnYur5ZRjV1inhqGs5h6KLXHs5PmVAk9+KKfzmhXedduPk4spHbuYh9sXVsgzFOvZ7iRWHIrtGsw6DnAfK42piOXSCCE8HTvAqI4sLZ7oHsri5HAucI8syezaGAazapFw7hrMoiEZcRXMhRy7YsdOCGE6dv6vjXlmbp79fhw+OeLqaMnQdGkBhXyt+oVigUJRye4Tg3jhSB/ODhAyHA1r5taiMRnBkyXCbsWcGk83SwppuytZmP3r7vQBRkHP0d609Vw/3DMCXQDLAzhhFy1vRs9wDrtPDGFrez+yqh5Y2M2rT+BHN5+PG86ejx/94/lcMcpUnSDCLgfgv2E0CZZh2OequShm6mI5di7NVyVG8USAUKxb8YSL8wZ4F0/kVd1RZLk5dvJ/rxy7sOIeihVCGDl6Do6fDBl7FZLYhZE9RCcbO/eblbHpvIaESzgXMNudeAg7L3EWUdxn4WZV3VMUGo5dQbx0ejhpY6EhGbVE7mBWRU7VPT8g5zeUCzurcKJSx6623Anr8rmf8vEurYpN5zWougjs2AEF4ZJTdRzqGcGKOc4O0yxT9HSVhWKDzW0GgLXzDGF358Z2nBzOOQ5ZHw9CIcJFy5vx9P4eCCEghMCeziGs9BFZhQrpwmMRdPbvqpYaqLrAwW4j5LvPbOviF4oFCg7jE3u78cCOTig+fehKuWh5M77+xnMCtRxhmLESpEHxRwGsFEJ0+96SmfHIDyQvx04IgaFcsFCsFG+lOV451dl5A3xCsbqzwxR2CacGcezCHlWxcvuIY5FHyLd4wi6M+tN5Kym+PuEQio2EADjf73hEsVqi2Mn6FE8AhuhzKioBgJyq+TYoHslp0HUBAcMtcmsBMhYakxH0pfOGW+dTuAAYH/InBjJF1duVtjqR2JsUyzCon2OYioZBVB6KtQpkArhnsgXHflOIHOoZhqYL14T9plQUREaY2k6vlWPnf8yFjUmsmlODXz17BABw9Vr/6s3RcunKWbjnxePYeXwQNbEwugazOGuRd/sQKea7ixw7I2/OL8dOPu67TgxiVUst9prPh2UBQrGLmpJYO68OP3/6EEZyGi5fNWvMeaMMUy2COHZ7AfiPGmBOCQo5du7DR0ZyxnDsGo+RSZKoh2PnJigSEQUZVS9KKi9s5xwWlY5dafGE5dh55NiFPapivRw/KUA9HTtbjt1gptAGo8EpFOuRY5eMKhjJa2XnJGsK4LjHtn6hWE/HzhTvI3kNPcNZ6MJbcI2WWTUxaLpAz3DOEi6ewq4hDl0AJwYKeXZ7Tgyh1ieHywl5nC5bk+KuQW9hFwoRamLhsqpYq6VNAMeuJhbG/Pq4Nc5K/pZ91UoJKyE0JqNWYYdE5iYGEZMArBywV581Hy114x9Wl7zyJfMQVUL4xTOH8MRewzdYv8Tb0YpHFDQmI0Vu7NG+NGLhkOVYurFidg1CBOw2i0NePDqAJc3JwDmE77psGfZ3D+P4QAbvuJTz5JipSxDHbhjAJiJ6GID1jsHtTk5N4hFjWoKXYzfkMmnBCa9Zse6OXQiaLpDXRFHPOl03CiGcq2JlnlyJsDMFjbdj57wtUBB2EQdhaAm7nOZaPFETUzCUU6HrwsyxM85ZXamwy2mejksiojieE5kX5pWf5xaKFUIYDYo9HDspUAbSecsZqqSVSFCWmiOfDvWMWMLFLxQLGBMJpAu6+8QgVrV453A5URB2xnGla+gXcq6NhcuqYmUKg9ecWDsr5tRYTqMUdl6hwzm1sbJmyr0jeSSjijUmzI83XbAYFyxrwhKXIo3xoikVxd+ftxC/evYIGpPHsXx2ygoFe1EaZj/aZ1TE+j2u8YiCpbNS2GEKu61H+3G2Oe82CDeeuwBExmvpCtvsV4aZagR5d/mj+cMwICLUxSOeOXYyYTxQg+KwR46dQ6NhANYHVKZk3FVedx9DFjL7tZW6blYo1jPHzr0qVgpDp/5yiYiCvpE8NF24ityGZBRCGOGyoWzBsVNChLp42BLQ9vmdTsj8u3Su+Jyk8xrCIfJsRxFxCcWquoAQ3q1S7CHjzgBO2miRQ+8P9QxbFdmexROWsCsIgL2dQ3jZupaKj92ciiFEBWE3nNOQzmu+97M2HikLxQ7aposEYc3cWvz0qUPIqhq2HRvA0uakNT7QCaM1S3E1cO9ILlCrEzsT1VrjEy9fg23H+rHz+CD+68YzA4nuefWJogkS+zqHA4VTAeDcxY14YMcJnBjI4GhfGm+/eEngtRIRbjx3dEPjGWYiCTJ54qdElACwWAixawLWxExx6n3mxcq+ZkFciaKRYrb39JxLPzrAJuxyWlFIS4oTt6KLcCjkWjwRzLFzD8U6jz4L4UC3IQZqXYRdY8pYvxxtZP/Ab7C1+BjJaUj6tDsBDCFXj8I+/Kpp5dqdHLtCfp779nZhJ4VPNapiFzYmECLjPGm6MQLOq8pTTiGQifU9Q8YUBb+Gsk4oIUJTKmY5hfJ++lU31sbDZVWxMoUhqGO3fmkTvv/YAWxp78eW9j6s90m+n1NbCN1K+kb858ROFvXJCP70T5e6VrM7saAhjmcOGNW0qqbjQPew6zi6Ui5e3ow7N7bje4/sA2Dk+THMTMP3lURErwKwCcDfzP/PJqK7qrwuZgpT6zMv1grFejgLEqt4Qi0tntD8hV1Jy5NCWNV9ykJpjp0WJMfOJT/POKb79slYGMfNHC+3ikR5+R6z+andBWowCwYAf4GWMGeNlVbGZvKaZ34d4B6KzQVoblznIOyq4djFwgrmNyRwqGcY7b1pzK2LI+QhxhNRBU2pqCXs9phip9LCCckcW5PiDnOixbx6bwFbGw+XOdvy/6D5brKK8g8vHMWx/gzOXOgzAL7OWKdue66eHM55TomZbIi8HeVS5jUkMJhRMZDJ40hvGjlNx4qAgv3K02YjqoTw4ycOYklz0nckGMNMR4K8mj4H4AIAfQAghNgEgAfQncLUJyKOo5IkVig2gCthvKmXO0Z5TXgWTwBGKNaOrKx163/nVCQQyLGTY88cp1a45+g1FLlvzh/kMkS222zFYc/bss+LTfsItETEONcjJfNiM3k9oGNXft+CCLtSx642Hg6cy1Upy2alsOfEEA71jGBJs3/+1/yGuBWKlcK5khmxduzTJ2Tj4/k+VZj1iUhZkZF8bQR17JpSUVy4rAm/fOYwAODyVd7O1JzaGFRdFI1f6xvJBWp1Ml2wt4GR7mRQJ3ZWTQzvb12BZFTBx69b4/nlgGGmK0GEXV4I0V9ymXMJHXNKUBcPezp2Vig2QB87wHCMnIsn3PvYASibtCDdM6fWI4AhvsodO/ccucJ2oaLbOh3TKUfPLubccpxkQcRuR8cuiv60kaOXU70FmqyYLW0DY7RJGZ1jV5ha4SHskoXiic7BTFXcOslZCxuw68Qgdh0fDCbsbE2K93QaFbFzR1nlObs2ZuUQdpj7nOvj2NUlynNRB9J5xMKhimZ+vs3MAzt9fh1W+whTGQbvtLU86R3JB2p1Ml2Qve52nxjEjo4BEAUXdgDwry9bjRc/dx3+7sx51Voiw0wqQb42biOiNwNQiGgVgA8BeLK6y2KmMvVBQ7EB+tgBzsIip3pVxTqLGLkPt+0Uhxw76VQFmTzhVmBgv42dhkRBzLk5dg2WY2cIu1l2YZeIoG8kZ4VXk1HF9SuVzL9L54pv4Of0AWMLxdZEwwhRwbGrRkWs5LwljdB0gbSuYaVLyw878xsSeGJvN4QQ2H1iECtHURErmV0bQ/eQEeI81p/GrJqorzNZFzdeJ7ouLGdoIBNsTqydv3vJPCz4QALLZ/uvX/YQ7BzMYu08Iz2hP52fUY7dijkphEOEXccH8eKxAayeUxuofYwdduqYmUwQx+6fAZwOo9XJLwH0A/iXKq6JmeLUmcUTTn3kgIKwCxKKBUzHrsKRYgCQKXP5vCtcwyGCprnl2Lm/0Uuh6JRjZzUodhCT9tmcbh+sdfEwlBChczCL2li4qMiiIWmc5xHzfHo6duZ1paFYIzfP+2UeUcixlUuQqRWhEFnPh87BLGZXoXBCsn5pYQrC5av8k94XNiYwnNMwkFax6/ggThtlfh1ghMjzmtGS5mhfBvPqvcOwgPEFSBewRsYBRvFEXcDXhYSIcM7ixkCVtFYzZTO3UxY5Nc0gxy4WVrBidg22Hu3HC4d6ce6S6kzHYJjpSpCq2BEAnzJ/GAb1iQhUXSCd1xxbLwxlVUQUChxuioXLHSOvHDu3UKzch9t2YYWsligS1UOYSQqOXbmrlfdod2LPsUu5uGZEhNk1MRwfyGD57FSRIyOFwbF+40O6Nh6xdZIsJm6rirWTyWu+ifNhJVQ2+QMo5Cx6OXYA0JSMomc4F6i321iojUfwq3dfhOMD6UBFEDIXa1N7H3pH8jht7uiFnSyUONqXRkdfOtAYKtmTcCCjWk1wBzL5wA1xR0NpKLbXzNGcaVMSLljWhNufPgQAuHpN9aZjMMx0JEhV7P1E1GD7v5GI7q3qqpgpjd9YsaGM+6QFJ5yLJ9xz7KQ7lVWdc+zCbsJulDl2ch3ejl359vawqlcITfZoKx1GLh2aIyeNViheCffJMeTYRccQigWM8N/eE0MYyWm+laJj5eIVzXjtOcF6iUlh99COEwAwJmEnH5s9nYM4fHIEixr9c/yswpKRwutkIKNWHIqthERUQa05ngsoTJ2YSaFYAPj78xaCCFjanORmwQxTQpBQ7CwhRJ/8RwjRC4C/Ip3C+I0VG86qgcOwgHOOl/fkCWcRY1XFughCJUTlfewqyLFznjwhhWH5WmUrhTMWeLdUkAnx55R0wZcfxkd6pbDznjwBGP3u7ATtY+cVivUqngCAuXVx7DJzBP0qRSeSReZQ+NufPgQlRDhjgXerEC+WNCcRIuDR3d3IqnqgZP06m0snGUznKw7FVsrsuhg6zSbFJ4eDz4mdTpy9qAF//dDl+MMHLvX94sEwpxpB3mF0IloshDgMAES0BIBzchVzSiBDTG6O3WBWDdTDTuJUFZtTddc3bCvsWFYV6108EQ6FxpRj5zx5wr0SNx5RcN+/XuFbPfmhq1ahLh7B684rdqJkwcWRk0YVZm087Dq0WVbFjqaPXdjPsVO8t7fPE53XUF3HrhKaa2JYO68OOzoGcNGyxooT7O3EIwoWNiZxz4sdAIJVYdp7/EnsYdlqYR8rJpsqV7NaebJYyz3oGMaRIF91PgXgcSK6nYh+DuBRAJ+s7rKYqUzBsXMWdsNZNXCfLsDoO1dePBGkj12JGPQTdgqVjRSTvem8RopZjp1TuxMfYbi6xb9ib05dHB9/+ZqyfEWZo9fe6x+KjYVDICoXu0FDsaXCGggeirWHXxdMIccOAD7QugKLmhL46LWnjXlfZy9qQCavgwhYN99fVDi9Toyq2Oo6dnPr4lZj7M6BLIj8p2QwDDNzCFI88TciOhfAReZF/yKE6K7uspipjG+OXVatqNN9VCHkHfvYOQsKGRosFTE5n9Bh2CEUq3mEUiWRkG3sWQlWg+MKOucHpT5ZmmPnLhCJCImIUnROhBDBQ7EObmROM/blJ+zW2JyTarY7GQ2vOms+XnXW/HHZ1ytfMg93bT6G1tWzPee1Skodu0xeQ07Vx+QcBmFBYwJ/2dIBVdPROZhBcypa0WQHhmGmN0G/OmoAOgHEAawjIgghHq3espipjOVEZNyLJxY3+SeXS6LhELK28WC6LjxnR4ZChGg4VD55wsdhchopFijHziqecGpQ7D55YqxYxRO9RijWryAlGVWKQrE5TYcuCmFaN3xDsT7C7qyFDVg+O4XLVs4adZ+46cB1p7fgZ++4AC8JmKtXGwuDCNaUFjl1oto5dgsbk1B1gRODWZwYyFZldi/DMFMX33cYInoXgA8DWAhjZuxFAJ4CcFVVV8ZMWWRI0MuxqygUq4QwZBtRVhgN5jELNKIUiUHAP9k/HAqVFQloAUKx4QANir22Hy2xsIJkVMFIzmhZ4pUHCBh5YHbHTs7S9WukaxSvCAghioRZLkAfO8AQjg9+5MoZLeoAwxWtpAIzFCLUxApTWiqdEztaFthGbp0YyKClbmq5qAzDVJcg/vyHAZwP4JAQ4qUAzoE5N5Y5NQkrIaSiimtV7NBoiidsosmvHx1g9LJzC8W6OUxOOXaBZsWG3NudFBy/6oS6ZJ5dkP5wiUixYyerhv1z7GQOYfH9ywZ07ADvdi6nMvVm82agkGtXyZee0bDQrAZu7x0xhR07dgxzKhHk0ygjhMgAABHFhBA7AYw9E5mZ1tg/sOxousBITquo3YmRvF8QJNIZ88oLSkSUslBs1qehrlO7k0JVrH+DYtUhXCmFYjUcOwBoqjFyFYNUNZaGYqXwTUS9X+YyP7BsrJsWrN0J405zymjeDAC9I7L1SHV7ysmWM7uOD6J7KIclzf7NlBmGmTkEecduNxsU/xHA/UT0JwCHqrkoZurjNOAcKIxPqrxBcblj5yXs4hGlrI9dNi+H1js7VE4NivMBcuSIyLHwAgiWozcWljQZH8qLAwy9j0eUoj52UuTFfSaAyPOcV4vvX9BQLOPOrJoYus1mwT1DhrBrTlU3NBqPKJhfH8f9ZmPmZbNY2DHMqUSQqtjXmn9+jogeBlAP4G9VXRUz5alzcexkrlxlwk4m7xsCRAoKt0bDABCLKEjnK3OYFI8cO7/8tbBL5WjQ7UeL/FBeE2BqQjKqWO4QYBN2PsUTMhRbOm4tpxrTP3hg+uiZVRPD1qP9AArNgqULW03Wza/HA6awWxFg/BnDMDMH109fImpyuHir+bsGwMmqrIiZFtTGwlavLDvD5sD6ikKx4WJhlw8wozQRCZVPnvBxmCJeOXY+oVSnwgv79tVqJ/Guy5chEVVw47n+Y7QSUQUjvbYcu1ywHDvXUKyqs1s3Rpprojg5nIOuC/QM5xANh1znBo8nZy8yhF1UCWHFbP9mygzDzBy8Pn03wpgw4fSJJwAsr8qKmGlBMhYuG18FGFMnACBVoWNnb5AbJMcuHlEsB0SSU3WEQ+4Ok1eOnV/xg1PhBWAfKVYdV6shGcU/vXRloNuWVsWOBBR21mSNEuGa09ynfzDBmFUTg6oL9Kfz6BnKoTkVnZBCk9eeuxC/eOYw3nbxEnZcGeYUw/XTVwixbCIXwkwvUlHFcufsyMtqKxB2hmNXWY5dwinHTtU9E/2dcuz8JkfYt/UeKTb5AigZLT4nMt/RT2TLkHfOybFjYTcmZplFLz3DWZwczlbUuHssLGhI4KlPXj0hx2IYZmoR6NOXiG4EcBkMp+4xIcQfq7koZuqTiCqOjp2VY1dRHzsqEhWF0WDuYssonqhMiDjn2AVrMGyEYj0cuypVxVZCoqR4YigbLN8x4hWKZWE3JlpMYXesL4OTw7kJE3YMw5y6+L5rE9F3ALwPRn7diwDeR0TfrvbCmKlNKhrGSE6FEMVCyQrFVtjHTtMFdHNf+QDVmPFIqGzgvZ8Qccqxk07haIsngvTBmyhkHzv5mIxkjfOTio0uFJvlHLsxs9QsfjnUM4yjfRnMr59as3QZhpl5BPn0vQrAWmF+WhDRTwFsq+qqmClPMqZAF8aHv32ygRWKrXDyBADINDsrx85DpDm2O1E111YngPNIMS2gMAuHyLl4osrtTiohYYpp+ZhIx85vrqlbKDar6oj6tEphvJlTG0M8EsKO44PoHsoGalvDMAwzFoJ8Hd8LYLHt/0XmZcwpjHTkSvPsZCi2kuIJmRcndZMcPu9XPFE6Uswv2d8pTy5wjp3pKpYSdPuJIBEx7rsMxw5nVSQiiu/aCn3sKjufjD9EhKXNKTyxtxtAYSoEwzBMtQjyrl0LYAcRtRFRG4DtAOqI6C4iuquqq2OmLEmzZUNpnt1QVkUsHKqo/UepY5czG+V6hmLDCnKaXiS2/NpzuOXYhUPkW6kYDlFZDhpgTKMIsv1EIJ05GaIezqmBBHbh/Jc2KNYQ41DsmFkxpwaHekYAAMtncesRhmGqSxBb5TNVXwUz7ZAiwknYVToLs1RYFPrYuYslOSYrk9cs8ZJVdcQileXYqboI5LaFlfIwLmCEcqs1TqxSZCNi2fJkKKuhxie/DvCuivUL4zL+XL5yFu7e0gEAWDPPv9E0wzDMWAjyrv0cgLQQQiei1QDWALhHCFE+doA5ZUiagkG21JAMZYO5RHYi1hB64/+gI8UAw52yCztvx84hx04TgfLjlFAIeQdhl9eEbw+8iUL2q0vbQrGVOHZOodgGDsWOmVe8ZB7ueO4IrlnbUrVG1gzDMJIgn8CPAriciBoB3AdgA4A3AHhLNRfGTG1kjp2svJQMZ9WKxokBhQkToxF29gKKnKp7uoVuOXZBHLtIiKzWKHY0XZ8yjp0Mj1uh2AqFXXkolqtix4P6RAR/+MClk70MhmFOEYK8a5MQYgTAjQC+I4R4PYAzqrssZqojRUSpYzeYqVzYWcLCKp4INnkCQFEvO6NBsVdVbAhCoMi1U3XdGqnlhRKioibKkrwezPGbCOQ5GTEfk+GcGmh8lRSm3MeOYRhm+hNI2BHRxTAcursr2I6ZwSRL8rkkQ6Nx7ExhJQVXoD524UKOnSSnat6TJ6yQb0HAaAGFWcSlKlbTgjl+E4F8TDKWY6cFcuzkec6VhmJZ2DEMw0w7grxr/wuATwL4gxBiGxEtB/BwVVfFTHmkYCh17IazakVTJ4BCv7qyUKxn8YRDKDZAuxOgxLELnGNHjpMn8ro+9XLs8rJ4IpjIdg3FcrsThmGYaYfvu74Q4hEAj9j+3w/gQ9VcFDP1sdqdZMsdu1EXT5i6orIcO1soNu9fPAEUCxhNF4HGgUVcJk9MparYREkLmqA5dm6hWJ48wTAMM/1wfdcnov8TQvwLEf0ZxozYIoQQr67qypgpjWyD4ZRjVzvKUKwUTrkA0xxK3SljO+92J3J/9l52qh6sqlVxmzwxhXLsErbwuK4LjOSChWIjHqFYr9A2wzAMM/Xwete/3fz91YlYCDO9UEKEWDhU1Mcur+nIqvroiydsodioEvJs+ltaKAD4V3GGreMUBIyq6wH72IXKeuABskHx1BA/CVul8KA5AaQuQFi8VFgDgBCCQ7EMwzDTENd3fSHERvP3I0Q02/y7a6IWxkx9UrFwkbCS48UqD8WWCDtVt8KzbjgVb2R9kv3HkmPn1CpF7muqhGIjSgjhEGEkp6EvnQMANCSjvttZoVibY5fXBIQAO3YMwzDTDM93bSL6HBF1A9gFYDcRdRERT6JgABjiyp5jJ4fOV1o8YfWxs9qd6FZBhdexgUI+Wd4cLyZdKycUh1BsUGEWdhhHZhx36oRiASMcO5LT0Ddi9A9vSER8t5Hrt+fY5azpHyzsGIZhphOu79pE9BEAlwI4XwjRJIRoBHAhgEuJ6F8naoHM1CUVDRfl2ElhN9ocO802UsyvQ3+ipBmv/J3w6NvmVP1pNCj2Fy+GY+fUoFgE6oM3UdTGwhjKquhPm8Iu6S/siAhRpXiyRi5AyxmGYRhm6uH1rv02AG8SQhyQF5gVsW8F8PZqL4yZ+kh3SDKUGWUoNlw8UiynCl9BEVVCUEJkhYJl25NYAMdOG0UfO7dZsXktWI7eRNGQjKJvJIe+CoQdYNw/eyjWEnYeDZ8ZhmGYqYfXp2dECNFdeqGZZxfs04KZ0aRiJcJulKFYa1apFHYBkvaJCMlI4fiZnLGxVyg27NDuJHDxhMvkCU0XvvmAE0lDMoLekTz6R4wcu/qEf44dYDwGRaFYlUOxDMMw0xGvd+3cKK9jThGS0bBVMAHYhN0oiyekbsrmvSdISBJRxSqesEKxFebYBS6ecJk8kQ8Yyp0oGpNR9I7krBy7+gA5doAp7OyhWM04nyzsGIZhphden8BnEdGAw+UEIF6l9TDTiJRLKHa0I8UKfeyC9U9L2o4vQ7Fxjz52bjl2yQB5ZIZj55RjpyMypUKxEfSP5NGXziMZVQILs0hJKDbLOXYMwzDTEq92J5xcw3iSLGl3MuaqWFNXZPM6YgFyuxLRsCXsKnHstJI+dmPJsVOn0KxYwHDs+tJ5dA9l0Rig1YnELRTL7U4YhmGmF5Pyrk1ETUR0PxHtMX83utzuJvM2e4joJtvl5xHRViLaS0TfILOTrdme5SgRbTJ/XjlR9+lUJBVVMOzQ7iQVrUzYKSFCiArtTrKqFshpSkYVpPPFxRNxj6pYx8kTgWfFhqDqAkIUiztVF74VvBPJ7NoYNF1gR8cA5tYHN9YjCjlXxbKwYxiGmVZM1rv2JwA8KIRYBeBB8/8iiKgJwGdhtFi5AMBnbQLwuwDeDWCV+fNy26ZfE0Kcbf78tYr34ZQnGQ0jndcsJ2s4qyIZVUblYEWUEKRhlA04ysoxFOvh9DnNig0qzCIOzY0BY/LEVHLsFjQkAAC7TwyhpS4WeLuIEiquiuU+dgzDMNOSyXrXvgHAT82/fwrgNQ63uQ7A/UKIk0KIXgD3A3g5Ec0DUCeEeFoY9snPXLZnqkwqVtxLbiirVpxfJ7H3Ucup3jNfJYmIQ/GEl2PnlGMXUJgpSrkolP9PpQbF801hBwBzaitx7FyqYqeQG8kwDMP4M1nv2i1CiA7z7+MAWhxuswDAEdv/7eZlC8y/Sy+XfJCIthDRj9xCvMz4kDRDriNmCHYwM3phFwkXO3ZBBEWxY2ds7FU8EXbIsctrwSZPRELlohAwQ7lTqN3JgsaCsJtXYShW5VAswzDMtGd0n8IBIKIHAMx1uOpT9n+EEIKIyrPSR8d3AfwnAGH+/h8A73BZ33sAvAcAWlpa0NbWNk5LcGZoaKjqx5hoDh8zBN1Djz2JuakQDndkIHJiVPdTV/NI53S0tbVhYDiNk9053/30dWfRN6Shra0NWw8a7T02PvM0aqLOQuvQgCECN23eitDxHQCAkXQGXSdO+B7rgLn/tkceK9r/SCaLzuPH0dbWG+RujplKnkfZzgNoazvif0MAw4NpDA/C2vcL5mO7+fnncCI1fcTdTHydjTd8jrzh8+MPnyN/JvMcVU3YCSGucbuOiE4Q0TwhRIcZWu10uNlRAK22/xcCaDMvX1hy+VHzmCdsx/g+gL94rO82ALcBwPr160Vra6vbTceFtrY2VPsYE01223Fgy0accfZ5OGNBPb6980mkakNobb2o4n3VPvsQSMmjtbUV9Oh9WLpoPlpbz/Dc5rGh7djQeRitra3Y9vBeYOcuXPPSKxB3qYzdeXwAePIxrFl3OlpfMg8AoDx+PxYtnIvW1pd4HuvIUweBndtw0SWXYFZNIXdNefQ+LA6w1vEiyPPo5oFt+P3z7bjp765EfcDJEz/Y+wxGcipaWy8FAHQ8exjYshVXXnYx5tUnfLaeOszE19l4w+fIGz4//vA58mcyz9FkfRW/C4Cscr0JwJ8cbnMvgGuJqNEMqV4L4F4zhDtARBeZ1bBvl9ubIlHyWgAvVusOMIXqVxkOHcyoFbc6kUSUkBUKrCgUm9cghEA2r4HIuz1H2CGcquoiUB862YRY1cpDsVOpeAIAPvuqdXj2U9cEFnVAeSg2SDEKwzAMM/WommPnw5cA/IaI3gngEIB/AAAiWg/gfUKIdwkhThLRfwLYYG7zBSHESfPvDwD4CYAEgHvMHwD4ChGdDSMUexDAe6t/V05dkmbxxLDZy244p6J2DMUT1uSJoMUTUQVCGPl16byGeFiB2fnGEaccO0OYBWhQbObRlTYpnmrtTgBj3Jqba+lGWAlZeXWAPWeRhR3DMMx0YlKEnRCiB8DVDpc/B+Bdtv9/BOBHLrcri30JId42vitlvLAcO7OX3VBGRWq0xRNKCPmcUaWq6SJQg+KkKTpGcioyed2zcAJwHimW1/RAs17Dbu1OAs6anepES6pipWPHDYoZhmGmF/yuzYyaZLTYsRvKjiUUa0x2qKR/WtIWCk7nNc+pE0DBdbOHHDU9WFVroVWKg2M3A4RdWSjWbBIdmgH3jWEY5lSChR0zaqQ7N5JVkVU15DUx+nYnSgiqbowTA4I5RbJnXTpvCDuvqRNAeY6dEAKqHjAU69DcWNMFhECg7ac64ZIGxdm8jji7dQzDMNMOfudmRk3BsdMwlDHnxI42xy5sCjtrRmmAUGxUhmI1ZM0cOy+scKrpCkqRFsRxcxxHZrp3U6mP3WiJKCHktOLiCc6vYxiGmX6wsGNGTSwcghIijORUa2bsWCZPqKKy4fOJaCHHbiirWpMw3CidHiHz5ZRAoViHcWSmEJpKkydGS1ShojAzCzuGYZjpCQs7ZtQQEZJRBcNZDYNZo4HvaIsnouEQ8ppAVtWs//2QOXbpnIbhrOZ77NJwqiwWiAQKxcp2J7aKWnM/4SlWFTsaSkOxQYpRGIZhmKkHv3MzYyIVDRuOmRmKrR1l8UQyGkZWs4di/Z+aKVsoeDjAnFopzrQSxy5Q8YRDjp0UeTPBsTNmxRYXT7BjxzAMM/1gYceMiWTMcOxkZexoQ7GpmIKMJgptNgKIirqE0YB3MJM3KnKDOnaadOyCh1KtqlituHjCuG76C7uoQsjrOoQw7lMmQM4iwzAMM/VgYceMiYZEBH3pHAZNx260odhkNIysWphikfKpcAUK7uBAWsVw1r+HXihEICo0KC4UP/i/DKweeLY8tLw+c3LswkoIQhTEaiYfrEk0wzAMM7Xgd25mTDSlYjg5bDhmwOhDsamoAlUA/WkjVy8RQNglIgqUEKE/ncdwzj/HDjBEmKz+rKT4QTYxLqqKtUKx0/9lFFGKW8Fw8QTDMMz0ZPp/IjGTSlMqgpPDWQxnxxaKTZrbdQ9ljf+j/vshItTFwzgxkDGP7S9EIkrIEmRqBaFUxSHHzgrlzoBQrBSuskF0VtVZ2DEMw0xDWNgxY6IxFUXvcB5DGRVEhd5ylSJDrwVhF2w/tfEIOvrTxj4CiEqjEbJ07II7bhGHyRMybDnVZsWOBnkfZGWskWM3/e8XwzDMqQa/czNjoikZRU7TcWIgi5poGESjc68sx24wZ/wfUNjVJcI42mcIu9p4xPf2RiPeEseuggbFWpFjZ+xnJsyK5VAswzDMzICFHTMmmlJRAMDhkyOjLpwAgGSk1LELtq/aWARHThrCrtlcixdRhSxXysqxC+C4SVcvXzR5Qjp201/YyXByznLsuI8dwzDMdITfuZkxYRd2NaMsnACMtimAIeyi5kSLINQlCsdsTPoLu0g4ZDlt+QpGgsnbaLZQ7EwqnojKUKxmtDzhPnYMwzDTk+n/icRMKrNqYgCAo31pNCb9Q6FupKKyeCJXUZ6ePfzaXBNA2Nka8WqjCMU6OXYzo3iiEIrNaTqEAAs7hmGYaQgLO2ZMzG9IWH83BHDM3JBzXruGspbIC4JdzDUEEJZGuxPTsavAcZPhWs1xVuz0fxnZQ7GZXPDpHwzDMMzUgt+5mTHRnIpaYbyxOHYypy6n6hW1TJlbF7f+jgWYlBC1hWK1CnLkFMuxszcoDh7KnerYQ7FjnSLCMAzDTB4s7JgxEQoRZtca4VgZlh0NTanKnDfJvPq4/41sGKHY4uKJIPl8EaW8KlZuH5kBjp09FDtiCrskCzuGYZhpx/T/RGImHTl6aums1Kj3EY8okHUQlQi785Y0AQAuWt4U6PYRhaw8OSnwgvShc2pQrM0gx07eh7yqYzgbfKwbwzAMM7VgYceMmbdcuAREwNmLGsa0n/qoIS6CVLdKZtfGcOf7Lsatb1sf6PZ2x06roPhBunL2kWL5CkaSTXWkuM3ZQrFjaV/DMAzDTA78zs2MmXdcuhQ3nrMAjQH6yHmRihAAYYV2g7J+aTC3DjByyQrtToILs1CIQFQ8eUK1HLvp//1I5tipmkBek44dvz0wDMNMN/idmxkzRDRmUQcAMsq5pHn0IV0/IkoIebXykWKA4do5zoqdAY6dFYrVdKtqOBlg9i7DMAwztZj+VgMzY7h+hZFbd87ihqodw96gWIq0oM2QlRBZYhCoLJQ71SkKxZo5dlwVyzAMM/3gd25mynBeSxi7bnlpoLYloyVi62NnVbUGDKWGFSpy7Gbi5AlVs1XFcvEEwzDMtGP6fyIxM4pqijqgtHiisqrWcIgciydm0qzYvKZjKCuFHX/vYxiGmW6wsGNOKSJhe7uTynLkwkpxjt1MKp6I2BoUj+Q0xCPB5/UyDMMwU4fp/4nEMBVQ1KC4QmEWLsmxUyuoqp3qFCZPCAxnVc6vYxiGmaawsGNOKaJKefFEcMeOXGbFTn9hZw/FDmdVDsMyDMNMU1jYMacUhmMn251UKOxCIav3nbG9IRBnQsjSHortT+dRnxj93F+GYRhm8mBhx5xSRJQQNF1A0wXymg6i4MIsHCKr4AIwGhxHFALRTBB20rETLOwYhmGmMSzsmFOKSLi4EW9UCQUWZkqoUHgBGH3sZoJbBxhNpsMhYseOYRhmmsPCjjmlkDNf85qOnKpbRQOBtjXdPkle0639zQSi4RCyqo7+tIo6FnYMwzDTkpnzqcQwAbCHHPOajmg4+EtAMR0tiaqJGTF1QpKKhTGcVdGfzrFjxzAMM01hYcecUkTCcsKC4dgFnToBGKJQK+ljNxN62ElqY2F0D2WR1wQLO4ZhmGnKzPlUYpgA2Gei5jVh5dwFQSmZPKFqYka0OpGkYmG096YBgIUdwzDMNIWFHXNKYW/EK4snghJRQlZTY8DogzezQrEKjvWxsGMYhpnOsLBjTins/doqDcUqISoaKTbTiidqYhEMZIw5sY1JFnYMwzDTkZnzqcQwAZDFEzlVR17TEaugeCIcChW1O5lpxRM1McX6e05dbBJXwjAMw4wWFnbMKcVYHLvSBsWqLqDMJMcuXhgjNrs2PokrYRiGYUbLzPlUYpgARGw5dnmtQmGnlBRP6LrlAM4EamJG+DUaDqEuzrNiGYZhpiMs7JhTiohinzwhKupjFy7JsZtpVbEtZvg1EpoZY9IYhmFORVjYMacUso/dqEKxSgiqvUHxDOtjt6AhAQCIRxSfWzIMwzBTlZnzqcQwAYiWhGIrK56Y2Y7dSxbWoyYWxvtbV0z2UhiGYZhRwok0zClFefFEcGEWVkranegCyRnk2M2rT+C5T1/Djh3DMMw0ZuZ8KjFMAOw5dhUXT4RKQrGajsgMcuwADsMyDMNMd1jYMacU1kgx1XDsxlI8oc2wyRMMwzDM9IeFHXNKIYVcTtORq9CxU0pDsZqO8AzqY8cwDMNMf/hTiTmlkMUS2XzlkycipaFYduwYhmGYKQYLO+aUQuaQZVRtVLNidQHopmtnVMXyS4hhGIaZOvCnEnNKIR26kawGXaCiHDtZeCHDsTNt8gTDMAwz/WFhx5xSEBFi4RAGM3kAqNCxM26r2Rw7ZYZVxTIMwzDTGxZ2zClHPKJgIKMCQEWOm9UqRTfy7Cptl8IwDMMw1YY/lZhTjlg4hIG04dhV0rdNTpnQNBmKnVmTJxiGYZjpDws75pQjHlHQO5Kz/g6KIqdW2B27CnL0GIZhGKba8KcSc8oRj4TQZzp2iQqEnZwyoekCui6Q14Q1e5ZhGIZhpgKT8qlERE1EdD8R7TF/N7rc7ibzNnuI6Cbb5V8koiNENFRy+xgR3UFEe4noGSJaWuW7wkxD4hEFfSMyFFtZuxPAKJqQrl0lVbUMwzAMU20m61PpEwAeFEKsAvCg+X8RRNQE4LMALgRwAYDP2gTgn83LSnkngF4hxEoAXwPw5SqsnZnmxMOFUGxFjp3pzqm6QE41hR07dgzDMMwUYrI+lW4A8FPz758CeI3Dba4DcL8Q4qQQohfA/QBeDgBCiKeFEB0++70TwNVExNntTBGxSAjCnAwWj1aQY2c5djryZgEF97FjGIZhphLhSTpui02YHQfQ4nCbBQCO2P5vNy/zwtpGCKESUT+AZgDdpTckovcAeA8AtLS0oK2trZL1V8zQ0FDVjzHdmahzNNSfsf5+cdPzGNgfTNztOm60SHn62Q2oiRiXHdy/F235Q+O+Rjf4eeQNnx9/+Bx5w+fHHz5H/kzmOaqasCOiBwDMdbjqU/Z/hBCCiITD7aqKEOI2ALcBwPr160Vra2tVj9fW1oZqH2O6M1Hn6HcdL+CFzmMAgMsvuQjLZqUCbZfffgLY9BzOPuc8NCQjQNvDOH3tGrSuX1TN5RbBzyNv+Pz4w+fIGz4//vA58mcyz1HVhJ0Q4hq364joBBHNE0J0ENE8AJ0ONzsKoNX2/0IAbT6HPQpgEYB2IgoDqAfQU8m6mZlP3FbwUEmOXdgaKaYjq3LxBMMwDDP1mKxPpbsAyCrXmwD8yeE29wK4logazaKJa83Lgu73dQAeEkJMuBvITG3svesqqYqVzYhVXSCvcfEEwzAMM/WYrE+lLwF4GRHtAXCN+T+IaD0R/QAAhBAnAfwngA3mzxfMy0BEXyGidgBJImonos+Z+/0hgGYi2gvgI3CotmWYmM1lq2zyhFkVq9mqYtmxYxiGYaYQk1I8IYToAXC1w+XPAXiX7f8fAfiRw+0+DuDjDpdnALx+XBfLzDiS/3979xpq2Vnfcfz7O/dJJplJzDBNTazWK5hIvEIaG6KlxVu9EcSAqPhCA4oGX3h9YSpIVWyVFqooTZuiNhXvKEYDxtsbNYmTTEy8m6AhZhQJOjiXM/v8+2KvPdlOzmU2ZJ+1Zu3vBw6z9trrzH7On+fs/TvP86y1lh/o9ssTBLPxqdjVwXDbYCdJ6hI/lTRzdu8YntKawCRXwxmfih2N2C06FStJ6pC2LncitWb3aU2wm/D7xqdig1OxkqTuMdhp5hwPdhNeu3o0FTtYW6OqmYp1xE6S1CEGO82cc3YuA7BzebLuP5qKXR0UzaYjdpKkTjHYaeY8bu8ZPOEvzuA1lzxqou8bradbHawxGuxzjZ0kqUsMdpo5K4vzXH/VpRN/33Jzzbsjx9YcsZMkdZKfStJJGt2l4tDRAUcHw+teL85PegqGJEnT44iddJJGFzM+fGzA6HYmy/Mnf4FjSZKmzWAnnaTRxYwPr64x1yyyW1xwxE6S1B0GO+kkJWF5YY7Dq4PjZ8h6uRNJUpf4qSRNYMfSPIdXB8fPjJ2fc8ROktQdBjtpAisLw2B39NgaS/NzE1/kWJKkaTLYSRNYWZzj8Ooafzo64LQlT5yQJHWLa+ykCawsznNodcDSwtzxy59IktQVBjtpAiuLw6nYpYU5VhyxkyR1jMFOmsDK4hxHVtc4NO9UrCSpe1xjJ01gNBV76OjAqVhJUuc4YidNYHRW7NxcOHPFXx9JUrc4YidNYMfSPIePDTjsWbGSpA5yyEGawOhyJ8GpWElS9xjspAmsLM5z6OiAKtix5K+PJKlb/GSSJnDmyiIHjxxjsFaO2EmSOsc1dtIEztyxCMCh1QE7lw12kqRuMdhJE9jVBDuAXacttdgSSZIezGAnTWA82O0e25YkqQsMdtIExq9dt8tgJ0nqGIOdNIFdpz0Q5s7e6VSsJKlbDHbSBM7ZuXx8+7yzdrTYEkmSHsxgJ03gYac/MEq3ZyzkSZLUBV7HTppAEv75pRdyZHVAkrabI0nSnzHYSRO64hmPaLsJkiSty6lYSZKknjDYSZIk9YTBTpIkqScMdpIkST1hsJMkSeoJg50kSVJPGOwkSZJ6wmAnSZLUEwY7SZKknjDYSZIk9YTBTpIkqScMdpIkST1hsJMkSeqJVFXbbWhdkt8Cd0/5Zc4Bfjfl1zjVWaOtWaPNWZ+tWaPNWZ+tWaOtTbtGf1VVe9Z7wmC3TZLcVFVPa7sdXWaNtmaNNmd9tmaNNmd9tmaNttZmjZyKlSRJ6gmDnSRJUk8Y7LbPR9tuwCnAGm3NGm3O+mzNGm3O+mzNGm2ttRq5xk6SJKknHLGTJEnqCYPdNkjynCQ/TvKzJG9ruz1dlOSuJPuT7EtyU9vtaVuSa5IcSHL72L6zk9yQ5KfNv2e12ca2bVCjq5Pc0/SjfUme12Yb25Tk/CQ3JrkjyQ+TvKnZbz9qbFIj+xGQZCXJ95Lc2tTnn5r9j0ry3eYz7f+SLLXd1rZsUqP/TvLLsT500ba1yanY6UoyD/wE+Hvg18D3gSuq6o5WG9YxSe4CnlZVXhsJSHIpcBD4n6q6oNn3fuD3VfXe5g+Es6rqrW22s00b1Ohq4GBVfaDNtnVBknOBc6vqliRnADcDLwZejf0I2LRGL8N+RJIAp1fVwSSLwHeANwFvBj5bVdcl+Qhwa1V9uM22tmWTGl0JfKmqPr3dbXLEbvqeAfysqn5RVUeB64AXtdwmdVxVfQv4/Qm7XwRc22xfy/ADaGZtUCM1qureqrql2f4jcCfwcOxHx21SIwE1dLB5uNh8FfBsYBRYZr0PbVSj1hjspu/hwK/GHv8a3zjWU8DXktyc5LVtN6aj9lbVvc32b4C9bTamw96Q5LZmqnZmpxnHJXkk8GTgu9iP1nVCjcB+BAxnnZLsAw4ANwA/B+6vqmPNITP/mXZijapq1Ife0/ShDyZZ3q72GOzUFc+sqqcAzwVe30yzaQM1XEPhOooH+zDwaOAi4F7gX1ptTQck2Ql8Briqqv4w/pz9aGidGtmPGlU1qKqLgPMYzkA9od0Wdc+JNUpyAfB2hrV6OnA2sG3LHQx203cPcP7Y4/OafRpTVfc0/x4APsfwDUR/7r5mTdBobdCBltvTOVV1X/MmuwZ8jBnvR82an88An6iqzza77Udj1quR/ejBqup+4EbgYmB3koXmKT/TGmM1ek4zzV9VdQT4L7axDxnspu/7wGObs4iWgJcDX2y5TZ2S5PRm4TJJTgf+Abh98++aSV8EXtVsvwr4Qott6aRRYGm8hBnuR82i7v8E7qyqfx17yn7U2KhG9qOhJHuS7G62dzA8CfBOhuHl8uawWe9D69XoR2N/PIXhGsRt60OeFbsNmlPlPwTMA9dU1XvabVG3JPlrhqN0AAvAJ2e9Rkn+F7gMOAe4D3gX8HngU8AjgLuBl1XVzJ48sEGNLmM4fVbAXcDrxtaTzZQkzwS+DewH1prd72C4hsx+xKY1ugL7EUmexPDkiHmGA0Gfqqp3N+/Z1zGcYvwB8IpmZGrmbFKjrwN7gAD7gCvHTrKYbpsMdpIkSf3gVKwkSVJPGOwkSZJ6wmAnSZLUEwY7SZKknjDYSZIk9YTBTpIkqScMdpLUSPKwJPuar98kuafZPpjkP6b0mlcleeUmz78gybun8dqS+sfr2EnSOpJcDRysqg9M8TUWgFuAp4zdVP3EY9Icc0lV/WlabZHUD47YSdIWklyW5EvN9tVJrk3y7SR3J3lpkvcn2Z/k+ubeoyR5apJvJrk5yVdPuE3VyLOBW0ahLskbk9yR5LYk1wHU8K/vbwAv2JYfVtIpzWAnSZN7NMNQ9kLg48CNVXUhcAh4fhPu/h24vKqeClwDrHebvEuAm8cevw14clU9CbhybP9NwN8+5D+FpN5ZaLsBknQK+kpVrSbZz/Aekdc3+/cDjwQeD1wA3DCcSWUeWO9eo+cyvKn6yG3AJ5J8nuG9gUcOAH/50DVfUl8Z7CRpckcAqmotyWo9sFh5jeH7aoAfVtXFW/w/h4CVscfPBy4F/hF4Z5ILm2naleZYSdqUU7GS9ND7MbAnycUASRaTPHGd4+4EHtMcMwecX1U3Am8FdgE7m+MeB9w+9VZLOuUZ7CTpIVZVR4HLgfcluRXYB/zNOod+heEIHQynaz/eTO/+APi3qrq/ee5ZwJen2WZJ/eDlTiSpRUk+B7ylqn66wfN7gU9W1d9tb8sknYoMdpLUoiSPB/ZW1bc2eP7pwGpV7dvWhkk6JRnsJEmSesI1dpIkST1hsJMkSeoJg50kSVJPGOwkSZJ6wmAnSZLUE/8PSWoXSi6V1f4AAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 720x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def elastic_response(ground_acceleration, time, Tn, damping_ratio, initial_displacement, initial_velocity):\n",
    "    # Time step\n",
    "    dt = time[1]-time[0]  # we will take the same time step as given in the record\n",
    "\n",
    "    # Mass, stiffness, and damping parameters of your structure\n",
    "    omega_n = 2*np.pi/Tn                          # Circular frequency of the system (sec-1)\n",
    "    # m = 1  we consider a unit mass and choose the stiffness accordingly\n",
    "    k = 4*np.pi**2/(Tn**2)                        # Stiffness of the structure (N/m)\n",
    "    c = damping_ratio*2*omega_n                     # Damping ratio of the structure (Ns/m)\n",
    "\n",
    "    # Initialize arrays to store the response\n",
    "    num_steps = len(ground_acceleration)\n",
    "    displacement = np.zeros(num_steps)\n",
    "    displacement[0] = initial_displacement\n",
    "\n",
    "    velocity = np.zeros(num_steps)\n",
    "    velocity[0] = initial_velocity\n",
    "\n",
    "    acceleration = np.zeros(num_steps)\n",
    "    acceleration[0]=-p[0]-c*velocity[0]-k*displacement[0]\n",
    "    abs_acceleration =np.zeros(num_steps)\n",
    "\n",
    "    displacement[1] = initial_displacement-dt*initial_velocity-dt**2*acceleration[0]/2\n",
    "\n",
    "\n",
    "    k_hat = dt**(-2)+c/(2*dt)\n",
    "    alpha = dt**(-2)-(c/(2*dt))\n",
    "    beta = k-(2/(dt**2))\n",
    "\n",
    "    # Perform dynamic analysis using the central difference method\n",
    "    for i in range(1,num_steps-1):\n",
    "        p_hat = -ground_acceleration[i]-(alpha*displacement[i-1])-(beta*displacement[i])\n",
    "        displacement[i+1]=p_hat/k_hat\n",
    "\n",
    "        velocity[i]=(displacement[i+1]-displacement[i-1])/(2*dt)\n",
    "        acceleration[i]=(displacement[i+1]-(2*displacement[i])+displacement[i-1])/(dt**2)\n",
    "        abs_acceleration[i]=acceleration[i]+ground_acceleration[i]\n",
    "\n",
    "\n",
    "    time = np.arange(0, num_steps * dt, dt)\n",
    "\n",
    "    return np.array([time,displacement,velocity,abs_acceleration])\n",
    "\n",
    "[time_1, displacement_1, velocity_1,acceleration_1] = elastic_response(p,timestep,1.0,0.05,0,0)\n",
    "\n",
    "# Plot the response\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(time_1, displacement_1, label='Elastic response')\n",
    "plt.xlabel('Time (s)')\n",
    "plt.ylabel('Displacement (m)')\n",
    "plt.title('Displacement response of the structure, Tn = 1.0sec, damping 5%')\n",
    "plt.grid(True)\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(time_1, acceleration_1, label='Acceleration response of the structure, Tn = 1.0sec, damping 5%')\n",
    "plt.xlabel('Time (s)')\n",
    "plt.ylabel('Absolute acceleration (g)')\n",
    "plt.title('Elastic response')\n",
    "plt.grid(True)\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d5fd4fc7",
   "metadata": {
    "id": "d5fd4fc7"
   },
   "source": [
    "Before coninuing to the next part of the exercise, we calclate the maximum displacement.This will give us the the maximum resistance for elastic behaviour that we can then use to calculate the elastic limits for cases b and c."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "8dca25fe",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "8dca25fe",
    "outputId": "e9bd6644-616d-4dfe-d784-a4c8bee6f9d2"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The maximum displacement the system can handle is 0.012749537655215536 m\n"
     ]
    }
   ],
   "source": [
    "u_max=max(abs(displacement_1))\n",
    "print(f\"The maximum displacement the system can handle is {u_max} m\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "896c96d2",
   "metadata": {
    "id": "896c96d2"
   },
   "source": [
    "### Part b - Plastic limit at half the demand"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a6fa8470",
   "metadata": {
    "id": "a6fa8470"
   },
   "source": [
    "In the second part we want to look at the plastic response of the structure if it can only handle half of the displacement demand from the elastic system in an elastic way. This means that the structure will start to plastify after reaching a displacement of 50 % of 0.013 m (or 13 mm)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "33e1b60b",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1000
    },
    "id": "33e1b60b",
    "outputId": "60f43238-2103-4439-9622-27025499072f"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plastic_response(ground_acceleration, time, Tn, damping_ratio, initial_displacement, initial_velocity,f_y_bar, max_disp):\n",
    "     # Time step\n",
    "    dt = time[1]-time[0]  # we will take the same time step as given in the record\n",
    "\n",
    "    # Mass, stiffness, and damping parameters of your structure\n",
    "    omega_n = 2*np.pi/Tn                          # Circular frequency of the system (sec-1)\n",
    "    m = 1  #we consider a unit mass and choose the stiffness accordingly\n",
    "    k = m*4*np.pi**2/(Tn**2)                        # Stiffness of the structure (N/m)\n",
    "    c = m*damping_ratio*2*omega_n                     # Damping ratio of the structure (Ns/m)\n",
    "\n",
    "    # Define the plastic behaviour\n",
    "    f_el = k * max_disp  # This is the plastic limit for 100 % elasticity i.e. the resistance\n",
    "    f_y = f_el * f_y_bar  # This is the elastic limit at f_y_bar of the elastic resistance\n",
    "    u_y = max_disp * f_y_bar  # This is the maximum elastic displacement\n",
    "\n",
    "    # Initialize arrays to store the response\n",
    "    num_steps = len(ground_acceleration)\n",
    "    displacement = np.zeros(num_steps)\n",
    "    displacement[0] = initial_displacement\n",
    "    fs = k * initial_displacement\n",
    "    f_s = np.zeros(num_steps)\n",
    "    df_s = np.zeros(num_steps)\n",
    "\n",
    "    velocity = np.zeros(num_steps)\n",
    "    velocity[0] = initial_velocity\n",
    "\n",
    "    acceleration = np.zeros(num_steps)\n",
    "    acceleration[0]= -p[0]-c*velocity[0]-k*displacement[0]\n",
    "    abs_acceleration =np.zeros(num_steps)\n",
    "\n",
    "    displacement[1] = initial_displacement-dt*initial_velocity-dt**2*acceleration[0]/2\n",
    "\n",
    "\n",
    "    k_hat = dt**(-2)+c/(2*dt)\n",
    "    alpha = dt**(-2)-(c/(2*dt))\n",
    "    beta_initial = k-(2/(dt**2))\n",
    "\n",
    "    # Perform dynamic analysis using the central difference method\n",
    "    for i in range(1,num_steps-1):\n",
    "        if i == 1:\n",
    "            f_s[i] = fs\n",
    "        beta = f_s[i]/displacement[i]-2/dt**2\n",
    "        # first we need to determine if the structure still behaves elastically or if it already behaves plastically\n",
    "        #if abs(displacement[i])> u_y:\n",
    "            #f_s = f_y\n",
    "            #beta = (f_s/abs(displacement[i])) - (2/dt**2)\n",
    "        #else:\n",
    "         #   beta=beta_initial\n",
    "        p_hat = -ground_acceleration[i]-(alpha*displacement[i-1])-beta*displacement[i]\n",
    "        displacement[i+1]=p_hat/k_hat\n",
    "        velocity[i]=(displacement[i+1]-displacement[i-1])/(2*dt)\n",
    "        acceleration[i]=(displacement[i+1]-(2*displacement[i])+displacement[i-1])/(dt**2)\n",
    "        abs_acceleration[i] = acceleration[i] + ground_acceleration[i]\n",
    "\n",
    "        df_s[i]=k*(displacement[i+1]-displacement[i])\n",
    "        f_s[i+1] = f_s[i] + df_s[i]\n",
    "\n",
    "        if abs(f_s[i+1])>f_y:\n",
    "            f_s[i+1] = np.sign(velocity[i])*f_y\n",
    "\n",
    "    time = np.arange(0, num_steps * dt, dt)\n",
    "\n",
    "    return np.array([time,displacement,velocity,abs_acceleration])\n",
    "\n",
    "# Plot the response\n",
    "[time_2, displacement_2, velocity_2,acceleration_2] = plastic_response(p,timestep,1.0,0.05,0,0,0.5,u_max)\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(time_2, displacement_2, label='$\\\\bar{f_y}=50\\\\%$')\n",
    "plt.xlabel('Time (s)')\n",
    "plt.ylabel('Displacement (m)')\n",
    "plt.title('Displacement response of the structure, Tn = 1.0sec, damping 5%')\n",
    "plt.grid(True)\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(time_2, acceleration_2, label='$\\\\bar{f_y}=50\\\\%$')\n",
    "plt.xlabel('Time (s)')\n",
    "plt.ylabel('Absolute acceleration (g)')\n",
    "plt.title('Acceleration response of the structure, Tn = 1.0sec, damping 5%')\n",
    "plt.grid(True)\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5d558e59",
   "metadata": {
    "id": "5d558e59"
   },
   "source": [
    "### Part c - Plastic limit at a quarter of the demand"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6a801102",
   "metadata": {
    "id": "6a801102"
   },
   "source": [
    "In the second part we want to look at the plastic response of the structure if it can only handle half of the displacement demand from the elastic system in an elastic way. This means that the structure will start to plastify after reaching a displacement of 25 % of 0.013 m (or 13 mm)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "6df9b637",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1000
    },
    "id": "6df9b637",
    "outputId": "c2eadf9a-4512-4ed2-c09d-299463c04acd"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "[time_3, displacement_3, velocity_3,acceleration_3] = plastic_response(p,timestep,1.0,0.05,0,0,0.25,u_max)\n",
    "\n",
    "# Plot the response\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(time_3, displacement_3, label='$\\\\bar{f_y}=25\\\\%$')\n",
    "plt.xlabel('Time (s)')\n",
    "plt.ylabel('Displacement (m)')\n",
    "plt.title('Displacement response of the structure, Tn = 1.0sec, damping 5%')\n",
    "plt.grid(True)\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(time_3, acceleration_3, label='$\\\\bar{f_y}=25\\\\%$')\n",
    "plt.xlabel('Time (s)')\n",
    "plt.ylabel('Absolute acceleration (g)')\n",
    "plt.title('Acceleration response of the structure, Tn = 1.0sec, damping 5%')\n",
    "plt.grid(True)\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a3f2fba3",
   "metadata": {
    "id": "a3f2fba3"
   },
   "source": [
    "### Summary of the results and discussion"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "c441531c",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1000
    },
    "id": "c441531c",
    "outputId": "649389bb-f761-4694-c9e4-42b8475e7514"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the comleteresponse\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(time_1, displacement_1, label='Elastic behaviour, T=1.0s, damping = 5%')\n",
    "plt.plot(time_2, displacement_2, label='$\\\\bar{f_y}=50\\\\%$, T=1.0s, damping = 5%')\n",
    "plt.plot(time_3, displacement_3, label='$\\\\bar{f_y}=25\\\\%$, T=1.0s, damping = 5%')\n",
    "plt.xlabel('Time (s)')\n",
    "plt.ylabel('Displacement (m)')\n",
    "plt.title('Displacement response of the structure, Tn = 1.0sec, damping 5% - compared elastic limits (Canoga Park record)')\n",
    "plt.grid(True)\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(time_1, acceleration_1, label='Elastic behaviour, T=1.0s, damping = 5%')\n",
    "plt.plot(time_2, acceleration_2, label='$\\\\bar{f_y}=50\\\\%$, T=1.0s, damping = 5%')\n",
    "plt.plot(time_3, acceleration_3, label='$\\\\bar{f_y}=25\\\\%$, T=1.0s, damping = 5%')\n",
    "plt.xlabel('Time (s)')\n",
    "plt.ylabel('Absolute acceleration (g)')\n",
    "plt.title('Acceleration response of the structure, Tn = 1.0sec, damping 5% - compared elastic limits (Canoga Park record)')\n",
    "plt.grid(True)\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b6d17db2",
   "metadata": {
    "id": "b6d17db2"
   },
   "source": [
    "Let's first look at the displacement graphs:\n",
    "As can be seen, the displacement response of the elasitc system comes back to the initial position at the end. Looking at the two other curves, we can also see that the absolute residual displacement of the system that has a lower elastic limit $\\bar{f_y}=0.25$ (green) is bigger than for the system with the higher elastic limit $\\bar{f_y}=0.5$ (orange). Since the system with the lower elastic limit plastifies for a lower force / displacement, the plastic deformation starts earlier and accumulates more.\n",
    "Looking at the absolute acceleration graph:\n",
    "We can see that the acceleration of the system decreases for lower elastic limits. This can be explained with the energy dissipation of the system. While the purely elastic system only has the dampers to dissipate energ, the plastifying systems also dissipate energy with the plastification, making the acceleration of the system smaller. This is particularly of advantage for buildings with sensitive contents as machinery or valuable items.\n",
    "Learnings for buildings: The lower the elastic limit of a structure, the sooner it plastifies and the bigger the residual displacement at the end of the earthquake. This means that the structure will be damaged and maybe even needs to be demolished afterwards (eventhough no collapse happened. The positive aspect on the other hand is, that the acceleration of the building is smaller which is good for sensible contents that need to be preserved at all cost."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8c1cc378",
   "metadata": {
    "id": "8c1cc378"
   },
   "source": [
    "## Exercise 4\n",
    "For a system with $T_n = 0.5\\:s$ and 𝜁 = 5% and the El Centro ground motion, show that fro $\\bar{f}_y=0.25$ the ductilitiy factor $\\mu$ is unaffected by scaling the ground motion."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "816242a1",
   "metadata": {
    "id": "816242a1"
   },
   "source": [
    "## Solution exercise 4"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d34d5509",
   "metadata": {
    "id": "d34d5509"
   },
   "source": [
    "We first need to start to introduce the ground motion of El Centro to the code: (you will need to change the path to where you stored the ground motion on your computer)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "58695c4e",
   "metadata": {
    "id": "58695c4e"
   },
   "outputs": [],
   "source": [
    "# Specify the path to your file\n",
    "file_path = Path('elcentro.txt')\n",
    "\n",
    "# Read the DAT file into a DataFrame\n",
    "data = pd.read_csv(file_path, header=None, delim_whitespace=True)\n",
    "\n",
    "# Extract the time steps and ground acceleration as arrays\n",
    "timestep = np.array(data[0])\n",
    "p = np.array(data[1])\n",
    "\n",
    "for ii in range(1, 1000):\n",
    "    timestep = np.append(timestep, timestep[-1] + (timestep[1] - timestep[0]))\n",
    "    p = np.append(p, 0)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1531c390",
   "metadata": {
    "id": "1531c390"
   },
   "source": [
    "First we need to compute the elastic response to be able to determine the elastic limit."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "3085d0ff",
   "metadata": {
    "id": "3085d0ff"
   },
   "outputs": [],
   "source": [
    "[time_4, displacement_4, velocity_4,acceleration_4] = elastic_response(p,timestep,0.5,0.05,0,0)\n",
    "\n",
    "u_max=max(abs(displacement_4))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "78ab1394",
   "metadata": {
    "id": "78ab1394"
   },
   "source": [
    "Now that we have the elastic response we can proceed as in exercise 3 b/c and compute the plastic response:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "395b529a",
   "metadata": {
    "id": "395b529a",
    "outputId": "5fda9b2d-727f-4dc1-def6-bc630418ade7"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "[time_5, displacement_5, velocity_5,acceleration_5] = plastic_response(p,timestep,1.0,0.05,0,0,0.25,u_max)\n",
    "\n",
    "# Plot the results\n",
    "# Plot the comlete response\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(time_4, displacement_4, label='Elastic behaviour')\n",
    "plt.plot(time_5, displacement_5, label='$\\\\bar{f_y}=25\\\\%$')\n",
    "plt.xlabel('Time (s)')\n",
    "plt.ylabel('Displacement (m)')\n",
    "plt.title('Displacement response of the structure, Tn = 1.0sec, damping 5% - El Centro ground motion')\n",
    "plt.grid(True)\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(time_4, acceleration_4, label='Elastic behaviour, T=0.5s, damping = 5%')\n",
    "plt.plot(time_5, acceleration_5, label='$\\\\bar{f_y}=25\\\\%$, T=0.5s, damping = 5%')\n",
    "plt.xlabel('Time (s)')\n",
    "plt.ylabel('Absolute acceleration ($m/s^{2}$)')\n",
    "plt.title('Acceleration response of the structure, Tn = 1.0sec, damping 5% - El Centro ground motion')\n",
    "plt.grid(True)\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "77fe5b4f",
   "metadata": {
    "id": "77fe5b4f"
   },
   "source": [
    "Now to come back to the original question: We want to prove that the ductility factor is unaffected by the ground motion. First of all, we know that the ductility factor is something that is proper to the structural system and its material parameters. We can describe the ductility factor as follows:\n",
    "\n",
    "$\\mu=u_{m}/u_{y}$\n",
    "\n",
    "Where $u_{m}$ is the maximum plastic displacement a structure can accomodate and $u_{y}$ is the maximum elastic displacement. Then we also know that the $\\bar{f_{y}}$ factor is defined as:\n",
    "\n",
    "$\\bar{f_{y}}=u_{y}/u_{0}$\n",
    "\n",
    "Where $u_{0}$ is the maximum elastic displacement for a purely elastic system (meaning $\\bar{f_{y}}$ is equal to 1.0). By combining the two formulas we can get:\n",
    "\n",
    "$\\mu=u_{m}/(\\bar{f_{y}} * u_{0})$\n",
    "\n",
    "If we define $u_{m}$ as the maximum displacement of the plastic system and $u_{0}$ as the maximum displacement of the elastic system and we loop through different earthquake factors we can see that the ductility factor stays constant.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "b8f76f5d",
   "metadata": {
    "id": "b8f76f5d",
    "outputId": "2dd62ab3-d1dd-495f-8f79-54ad0f13c166"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "f_y_bar = 0.25\n",
    "factor = np.linspace(1, 500, 250, dtype=int)\n",
    "mu = np.zeros(len(factor))\n",
    "\n",
    "for i in range(0,len(factor)):\n",
    "    [time_e, displacement_e, velocity_e, acceleration_e] = elastic_response(p * factor[i], timestep, 0.5, 0.05, 0, 0)\n",
    "    u_0 = max(abs(displacement_e))\n",
    "    [time_p, displacement_p, velocity_p, acceleration_p] = plastic_response(p * factor[i], timestep, 0.5, 0.05, 0, 0, 0.25, u_0)\n",
    "    u_m = max(abs(displacement_p))\n",
    "    mu[i] = u_m / (u_0 * f_y_bar)\n",
    "\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(factor, mu)\n",
    "plt.xlabel('Amplification factor (-)')\n",
    "plt.ylabel('Ductility factor $\\mu$ (-)')\n",
    "plt.title('Ductility factor for different earthquake amplification factors')\n",
    "plt.grid(True)\n",
    "plt.ylim(0, 6)\n",
    "plt.show()\n"
   ]
  }
 ],
 "metadata": {
  "colab": {
   "provenance": []
  },
  "kernelspec": {
   "display_name": "base",
   "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": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
