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tutorial-a-single-diode-model.ipynb
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/mikofski/0ba40e912e3e16c68c38a33e838ac7b3/tutorial-a-single-diode-model.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "0GC_rMvx2xR4"
},
"source": [
"![tutorial banner](https://github.com/PVSC-Python-Tutorials/PVPMC_2022/blob/main/images/PVLib_PVPMCLogo.PNG?raw=1)\n",
"\n",
"\n",
"# Tutorial A - Single Diode Model\n",
"\n",
"Let's put together what we know of modeling POA irradiance and cell temperature and calculate a module's performance.\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 100,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "WADmIrvM2xR-",
"outputId": "2dc6be1a-a574-4f5a-ef7b-b1402f169f15"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (1.22.4)\n",
"Requirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (1.5.3)\n",
"Requirement already satisfied: matplotlib in /usr/local/lib/python3.10/dist-packages (3.7.1)\n",
"Requirement already satisfied: pvlib in /usr/local/lib/python3.10/dist-packages (0.9.5)\n",
"Requirement already satisfied: seaborn in /usr/local/lib/python3.10/dist-packages (0.12.2)\n",
"Requirement already satisfied: python-dateutil>=2.8.1 in /usr/local/lib/python3.10/dist-packages (from pandas) (2.8.2)\n",
"Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas) (2022.7.1)\n",
"Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (4.39.3)\n",
"Requirement already satisfied: pillow>=6.2.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (8.4.0)\n",
"Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (1.0.7)\n",
"Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (1.4.4)\n",
"Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (3.0.9)\n",
"Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (0.11.0)\n",
"Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (23.1)\n",
"Requirement already satisfied: scipy>=1.4.0 in /usr/local/lib/python3.10/dist-packages (from pvlib) (1.10.1)\n",
"Requirement already satisfied: h5py in /usr/local/lib/python3.10/dist-packages (from pvlib) (3.8.0)\n",
"Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from pvlib) (2.27.1)\n",
"Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.8.1->pandas) (1.16.0)\n",
"Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->pvlib) (3.4)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->pvlib) (2022.12.7)\n",
"Requirement already satisfied: charset-normalizer~=2.0.0 in /usr/local/lib/python3.10/dist-packages (from requests->pvlib) (2.0.12)\n",
"Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->pvlib) (1.26.15)\n"
]
}
],
"source": [
"# if running on google colab, uncomment the next line and execute this cell to install the dependencies and prevent \"ModuleNotFoundError\" in later cells:\n",
"# !pip install -r https://raw.githubusercontent.com/PVSC-Python-Tutorials/PVPMC_2022/main/requirements.txt\n",
"!pip install numpy pandas matplotlib pvlib seaborn"
]
},
{
"cell_type": "code",
"execution_count": 101,
"metadata": {
"id": "ZsOaqNNi2xSA"
},
"outputs": [],
"source": [
"import numpy as np\n",
"import pvlib\n",
"import pandas as pd\n",
"from matplotlib import pyplot as plt\n",
"import seaborn as sns\n",
"sns.set(font_scale=1.5)"
]
},
{
"cell_type": "code",
"execution_count": 102,
"metadata": {
"id": "OiQpwAfN2xSB",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "d5106ab9-d5a7-4e61-f2e0-02ab904d6e44"
},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"DatetimeIndex(['1990-01-01 00:30:00+00:00', '1990-01-01 01:30:00+00:00',\n",
" '1990-01-01 02:30:00+00:00', '1990-01-01 03:30:00+00:00',\n",
" '1990-01-01 04:30:00+00:00', '1990-01-01 05:30:00+00:00',\n",
" '1990-01-01 06:30:00+00:00', '1990-01-01 07:30:00+00:00',\n",
" '1990-01-01 08:30:00+00:00', '1990-01-01 09:30:00+00:00',\n",
" ...\n",
" '1990-12-31 14:30:00+00:00', '1990-12-31 15:30:00+00:00',\n",
" '1990-12-31 16:30:00+00:00', '1990-12-31 17:30:00+00:00',\n",
" '1990-12-31 18:30:00+00:00', '1990-12-31 19:30:00+00:00',\n",
" '1990-12-31 20:30:00+00:00', '1990-12-31 21:30:00+00:00',\n",
" '1990-12-31 22:30:00+00:00', '1990-12-31 23:30:00+00:00'],\n",
" dtype='datetime64[ns, UTC]', length=8760, freq='H')"
]
},
"metadata": {},
"execution_count": 102
}
],
"source": [
"YEAR = 1990\n",
"LATITUDE, LONGITUDE, TZ = 40.5137, -108.5449, 'Etc/GMT+7' # Mountain Time\n",
"STARTDATE = '%d-01-01T00:00:00' % YEAR\n",
"ENDDATE = '%d-12-31T23:59:59' % YEAR\n",
"TIMES = pd.date_range(start=STARTDATE, end=ENDDATE, freq='H', tz='UTC').shift(freq='30T')\n",
"TIMES"
]
},
{
"cell_type": "code",
"execution_count": 103,
"metadata": {
"id": "ZAQ1sBtd2xSB",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "90244ee0-96ea-4722-ce3d-00a958615045"
},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"Technology Mono-c-Si\n",
"Bifacial 0\n",
"STC 300.03\n",
"PTC 273.6\n",
"A_c 1.852\n",
"Length 1.931\n",
"Width 0.959\n",
"N_s 72\n",
"I_sc_ref 8.74\n",
"V_oc_ref 45.0\n",
"I_mp_ref 8.22\n",
"V_mp_ref 36.5\n",
"alpha_sc 0.004326\n",
"beta_oc -0.15372\n",
"T_NOCT 44.3\n",
"a_ref 1.861184\n",
"I_L_ref 8.745869\n",
"I_o_ref 0.0\n",
"R_s 0.366101\n",
"R_sh_ref 545.178589\n",
"Adjust 4.722239\n",
"gamma_r -0.442\n",
"BIPV N\n",
"Version SAM 2018.11.11 r2\n",
"Date 1/3/2019\n",
"Name: Canadian_Solar_Inc__CS6X_300M, dtype: object"
]
},
"metadata": {},
"execution_count": 103
}
],
"source": [
"# pvlib python can retrieve CEC module and inverter parameters from the\n",
"# SAM libraries\n",
"CECMODS = pvlib.pvsystem.retrieve_sam('CECMod')\n",
"INVERTERS = pvlib.pvsystem.retrieve_sam('CECInverter')\n",
"CECMOD_MONO = CECMODS['Canadian_Solar_Inc__CS6X_300M']\n",
"INVERTER_60K = INVERTERS['SMA_America__STP_60_US_10__480V_']\n",
"CECMOD_MONO"
]
},
{
"cell_type": "code",
"execution_count": 104,
"metadata": {
"id": "ElWJzDzh2xSC",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "27a83d27-dc99-443f-afda-f022636d0849"
},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"Vac 480\n",
"Pso 116.969749\n",
"Paco 60000.0\n",
"Pdco 60974.644531\n",
"Vdco 710.0\n",
"C0 -0.0\n",
"C1 0.000035\n",
"C2 0.002813\n",
"C3 0.002061\n",
"Pnt 18.0\n",
"Vdcmax 800.0\n",
"Idcmax 85.879781\n",
"Mppt_low 685.0\n",
"Mppt_high 800.0\n",
"CEC_Date NaN\n",
"CEC_Type Utility Interactive\n",
"Name: SMA_America__STP_60_US_10__480V_, dtype: object"
]
},
"metadata": {},
"execution_count": 104
}
],
"source": [
"INVERTER_60K"
]
},
{
"cell_type": "code",
"execution_count": 105,
"metadata": {
"id": "s5o0vD9u2xSG",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "d36a0ae3-834d-42bc-b5f9-c758dc919c08"
},
"outputs": [
{
"output_type": "stream",
"name": "stderr",
"text": [
"/usr/local/lib/python3.10/dist-packages/pvlib/iotools/pvgis.py:494: pvlibDeprecationWarning: PVGIS variable names will be renamed to pvlib conventions by default starting in pvlib 0.10.0. Specify map_variables=True to enable that behavior now, or specify map_variables=False to hide this warning.\n",
" warnings.warn(\n"
]
}
],
"source": [
"# now we can get some weather, before we used TMY,\n",
"# now we'll get some data from PVGIS\n",
"data, months, inputs, meta = pvlib.iotools.get_pvgis_tmy(latitude=LATITUDE, longitude=LONGITUDE)"
]
},
{
"cell_type": "code",
"execution_count": 106,
"metadata": {
"id": "BiM2LlzZ2xSH"
},
"outputs": [],
"source": [
"# get solar position\n",
"data.index = TIMES\n",
"sp = pvlib.solarposition.get_solarposition(\n",
" TIMES, LATITUDE, LONGITUDE)\n",
"solar_zenith = sp.apparent_zenith.values\n",
"solar_azimuth = sp.azimuth.values"
]
},
{
"cell_type": "code",
"source": [
"data[['G(h)', 'Gb(n)', 'Gd(h)']].iloc[:24]"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 802
},
"id": "MZFxHsKvF1kB",
"outputId": "5d09c250-fc2d-4360-f81a-5820cce3e2b9"
},
"execution_count": 107,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
" G(h) Gb(n) Gd(h)\n",
"1990-01-01 00:30:00+00:00 0.0 0.00 0.0\n",
"1990-01-01 01:30:00+00:00 0.0 0.00 0.0\n",
"1990-01-01 02:30:00+00:00 0.0 0.00 0.0\n",
"1990-01-01 03:30:00+00:00 0.0 0.00 0.0\n",
"1990-01-01 04:30:00+00:00 0.0 0.00 0.0\n",
"1990-01-01 05:30:00+00:00 0.0 0.00 0.0\n",
"1990-01-01 06:30:00+00:00 0.0 0.00 0.0\n",
"1990-01-01 07:30:00+00:00 0.0 0.00 0.0\n",
"1990-01-01 08:30:00+00:00 0.0 0.00 0.0\n",
"1990-01-01 09:30:00+00:00 0.0 0.00 0.0\n",
"1990-01-01 10:30:00+00:00 0.0 0.00 0.0\n",
"1990-01-01 11:30:00+00:00 0.0 0.00 0.0\n",
"1990-01-01 12:30:00+00:00 0.0 0.00 0.0\n",
"1990-01-01 13:30:00+00:00 0.0 0.00 0.0\n",
"1990-01-01 14:30:00+00:00 0.0 0.00 0.0\n",
"1990-01-01 15:30:00+00:00 14.0 0.00 14.0\n",
"1990-01-01 16:30:00+00:00 79.0 19.85 75.0\n",
"1990-01-01 17:30:00+00:00 332.0 856.32 55.0\n",
"1990-01-01 18:30:00+00:00 141.0 7.39 138.0\n",
"1990-01-01 19:30:00+00:00 480.0 937.39 64.0\n",
"1990-01-01 20:30:00+00:00 107.0 0.00 107.0\n",
"1990-01-01 21:30:00+00:00 184.0 58.33 162.0\n",
"1990-01-01 22:30:00+00:00 145.0 100.95 117.0\n",
"1990-01-01 23:30:00+00:00 93.0 325.31 47.0"
],
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" <th></th>\n",
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" <th>1990-01-01 00:30:00+00:00</th>\n",
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" <th>1990-01-01 01:30:00+00:00</th>\n",
" <td>0.0</td>\n",
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" </tr>\n",
" <tr>\n",
" <th>1990-01-01 02:30:00+00:00</th>\n",
" <td>0.0</td>\n",
" <td>0.00</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 03:30:00+00:00</th>\n",
" <td>0.0</td>\n",
" <td>0.00</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 04:30:00+00:00</th>\n",
" <td>0.0</td>\n",
" <td>0.00</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 05:30:00+00:00</th>\n",
" <td>0.0</td>\n",
" <td>0.00</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 06:30:00+00:00</th>\n",
" <td>0.0</td>\n",
" <td>0.00</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 07:30:00+00:00</th>\n",
" <td>0.0</td>\n",
" <td>0.00</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 08:30:00+00:00</th>\n",
" <td>0.0</td>\n",
" <td>0.00</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 09:30:00+00:00</th>\n",
" <td>0.0</td>\n",
" <td>0.00</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 10:30:00+00:00</th>\n",
" <td>0.0</td>\n",
" <td>0.00</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 11:30:00+00:00</th>\n",
" <td>0.0</td>\n",
" <td>0.00</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 12:30:00+00:00</th>\n",
" <td>0.0</td>\n",
" <td>0.00</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 13:30:00+00:00</th>\n",
" <td>0.0</td>\n",
" <td>0.00</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 14:30:00+00:00</th>\n",
" <td>0.0</td>\n",
" <td>0.00</td>\n",
" <td>0.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 15:30:00+00:00</th>\n",
" <td>14.0</td>\n",
" <td>0.00</td>\n",
" <td>14.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 16:30:00+00:00</th>\n",
" <td>79.0</td>\n",
" <td>19.85</td>\n",
" <td>75.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 17:30:00+00:00</th>\n",
" <td>332.0</td>\n",
" <td>856.32</td>\n",
" <td>55.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 18:30:00+00:00</th>\n",
" <td>141.0</td>\n",
" <td>7.39</td>\n",
" <td>138.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 19:30:00+00:00</th>\n",
" <td>480.0</td>\n",
" <td>937.39</td>\n",
" <td>64.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 20:30:00+00:00</th>\n",
" <td>107.0</td>\n",
" <td>0.00</td>\n",
" <td>107.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 21:30:00+00:00</th>\n",
" <td>184.0</td>\n",
" <td>58.33</td>\n",
" <td>162.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 22:30:00+00:00</th>\n",
" <td>145.0</td>\n",
" <td>100.95</td>\n",
" <td>117.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1990-01-01 23:30:00+00:00</th>\n",
" <td>93.0</td>\n",
" <td>325.31</td>\n",
" <td>47.0</td>\n",
" </tr>\n",
" </tbody>\n",
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" background-color: #E2EBFA;\n",
" box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
" fill: #174EA6;\n",
" }\n",
"\n",
" [theme=dark] .colab-df-convert {\n",
" background-color: #3B4455;\n",
" fill: #D2E3FC;\n",
" }\n",
"\n",
" [theme=dark] .colab-df-convert:hover {\n",
" background-color: #434B5C;\n",
" box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
" filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
" fill: #FFFFFF;\n",
" }\n",
" </style>\n",
"\n",
" <script>\n",
" const buttonEl =\n",
" document.querySelector('#df-056ea837-3093-4726-8501-b78fe1dabfb6 button.colab-df-convert');\n",
" buttonEl.style.display =\n",
" google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
"\n",
" async function convertToInteractive(key) {\n",
" const element = document.querySelector('#df-056ea837-3093-4726-8501-b78fe1dabfb6');\n",
" const dataTable =\n",
" await google.colab.kernel.invokeFunction('convertToInteractive',\n",
" [key], {});\n",
" if (!dataTable) return;\n",
"\n",
" const docLinkHtml = 'Like what you see? Visit the ' +\n",
" '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
" + ' to learn more about interactive tables.';\n",
" element.innerHTML = '';\n",
" dataTable['output_type'] = 'display_data';\n",
" await google.colab.output.renderOutput(dataTable, element);\n",
" const docLink = document.createElement('div');\n",
" docLink.innerHTML = docLinkHtml;\n",
" element.appendChild(docLink);\n",
" }\n",
" </script>\n",
" </div>\n",
" </div>\n",
" "
]
},
"metadata": {},
"execution_count": 107
}
]
},
{
"cell_type": "code",
"source": [
"sp[['apparent_zenith', 'azimuth']].iloc[:24].plot()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 465
},
"id": "irvKG2eeF6EC",
"outputId": "90bffe38-46ed-4eab-bc48-d1dc3bf4d79f"
},
"execution_count": 108,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<Axes: >"
]
},
"metadata": {},
"execution_count": 108
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {}
}
]
},
{
"cell_type": "code",
"execution_count": 109,
"metadata": {
"id": "atcj3QJQ2xSJ"
},
"outputs": [],
"source": [
"# get tracker positions\n",
"tracker = pvlib.tracking.singleaxis(solar_zenith, solar_azimuth)\n",
"surface_tilt = tracker['surface_tilt']\n",
"surface_azimuth = tracker['surface_azimuth']\n",
"aoi = tracker['aoi']"
]
},
{
"cell_type": "code",
"execution_count": 110,
"metadata": {
"id": "bEiDVIyU2xSJ"
},
"outputs": [],
"source": [
"# get irradiance\n",
"dni = data['Gb(n)'].values\n",
"ghi = data['G(h)'].values\n",
"dhi = data['Gd(h)'].values\n",
"surface_albedo = 0.25\n",
"temp_air = data['T2m'].values\n",
"dni_extra = pvlib.irradiance.get_extra_radiation(TIMES).values\n",
"\n",
"# we use the Hay Davies transposition model\n",
"poa_sky_diffuse = pvlib.irradiance.get_sky_diffuse(\n",
" surface_tilt, surface_azimuth, solar_zenith, solar_azimuth,\n",
" dni, ghi, dhi, dni_extra=dni_extra, model='haydavies')\n",
"poa_ground_diffuse = pvlib.irradiance.get_ground_diffuse(\n",
" surface_tilt, ghi, albedo=surface_albedo)\n",
"poa = pvlib.irradiance.poa_components(\n",
" aoi, dni, poa_sky_diffuse, poa_ground_diffuse)\n",
"poa_direct = poa['poa_direct']\n",
"poa_diffuse = poa['poa_diffuse']\n",
"poa_global = poa['poa_global']\n",
"iam = pvlib.iam.ashrae(aoi)\n",
"effective_irradiance = poa_direct*iam + poa_diffuse"
]
},
{
"cell_type": "code",
"execution_count": 111,
"metadata": {
"id": "8F0kGGbF2xSK"
},
"outputs": [],
"source": [
"# module temperature\n",
"temp_cell = pvlib.temperature.pvsyst_cell(poa_global, temp_air)"
]
},
{
"cell_type": "code",
"execution_count": 112,
"metadata": {
"id": "Hky-5DGN2xSK"
},
"outputs": [],
"source": [
"# finally this is the magic\n",
"cecparams = pvlib.pvsystem.calcparams_cec(\n",
" effective_irradiance, temp_cell,\n",
" CECMOD_MONO.alpha_sc, CECMOD_MONO.a_ref,\n",
" CECMOD_MONO.I_L_ref, CECMOD_MONO.I_o_ref,\n",
" CECMOD_MONO.R_sh_ref, CECMOD_MONO.R_s, CECMOD_MONO.Adjust)\n",
"mpp = pvlib.pvsystem.max_power_point(*cecparams, method='newton')\n",
"mpp = pd.DataFrame(mpp, index=TIMES)"
]
},
{
"cell_type": "code",
"execution_count": 113,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 496
},
"id": "r-rzj2bf2xSK",
"outputId": "661eee59-f1db-4687-bb05-9fdf3a06f130"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
],
"image/png": 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5z546LxGKYa7FMEegOOZZDHME5DwLiWKYI1Ac8+zpc1RVxe5BHARJ0ooYiqKgubkd6bQRvPJuQiSioqamvMfNs6fOS4RimGsxzBEojnkWwxwBOc9CohjmCBTHPIthjr17l0PTwpE0Ge6UkJCQkJCQkOiBkCRNQkJCQkJCQqIHomjCne+++y6++OILLFu2DNu3b0djYyOi0SiGDRuGY445BhdddJHQBHHkyJG++62trcWsWbM8ly9fvhyPPvoo5s+fj+bmZvTr1w/HHnssrrzySl8jy1QqhaeffhpvvPEGNmzYgGg0ilGjRuHCCy/ED37wg/AHLiEhISEhIbFXomhI2sMPP4xvvvkGsVgMffv2xciRI1FfX4/ly5dj+fLleOGFF/DEE09g1KhRwu0POeQQxGIx1/u9evXyHPP999/Hddddh1QqhT59+mDEiBFYu3Ytnn32WcycORPPPfec0FAxkUjgkksuwcKFC6FpGg444AB0dHRg3rx5mDdvHn75y1/i+uuvz/lcSEhISEhISOz5KBqSdv7552P48OE47LDDEI1G7fe//fZbXH/99Vi5ciWmT5+Ot99+W7j9fffdl1Wft7q6Ovz2t79FKpXClVdeiauuugqRSAQtLS249tpr8fnnn+Oaa67BSy+95KrS+POf/4yFCxdiyJAheOyxx7DffvsBAD788ENcc801eOyxx3D44Ydj6tSpOZwJCQkJCQkJib0BRZOTds4552D8+PEMQQOscOZtt90GAFi1ahVWr15dkPEef/xxdHR0YPz48fj1r3+NSMTis5WVlbjnnntQWVmJpUuX4uOPP2a227lzJ/75z38CAG677TaboAHAcccdh1/84hcAgAcffLAg85SQkJCQkJDYM1E0JM0PNBHq6OgoyD7fe+89ABY55FFdXY2TTjoJgJUrR+Ojjz5CKpXCsGHDMGnSJNe2P/3pTwEAy5Ytw4YNGwoyVwkJCQkJCYk9D0UT7vTDwoULAQBlZWUYPny4cJ0ZM2Zg+/bt0HUd/fv3x6RJk/DDH/5QmKe2detW1NXVAQDGjx8v3N+RRx6JF198EUuWLGHeX7x4MQDgiCOOEG7Xv39/DBkyBJs2bcLixYuxzz77hDpGCQkJCQkJib0LRUvSDMPAjh07MGvWLNx9990AgOuvvx7l5eXC9V9++WXm9auvvor7778fDzzwAEaPHs0sW7duHQAgGo1iwIABwv2RgoGNGzcilUrZYViyrR/52meffbBp0yasXbvW/yBDQNN6thhK5tfT5tlT5yVCMcy1GOYIFMc8i2GOgJxnIVEMcwSKY57FMMeQzQYAFCFJe+qpp3DHHXcw740dOxZ33nknpkyZ4lr/uOOOw2mnnYZRo0ZhwIABaGtrw+zZs3Hvvfdi48aNuPTSS/Haa69h4MCB9jaNjY0ArLCmV+sGUhVqGAZaW1tt+4+mpiZ7Wy+QZc3NzeEO2gdVVaV576M70FPn2VPnJUIxzLUY5ggUxzyLYY6AnGchUQxzBIpjnsUwxzAoOpLWv39/HH744dB1HVu2bMHOnTuxYsUKvP766zjssMNQVVXFrD9jxgzmdTwexymnnILJkyfjzDPPxJYtW/Dggw/axQeAZaEBwFWkQIMOk5L1s922s7Mz6HAD0dzcAV3vma0vAOtppqqqtMfNs6fOS4RimGsxzBEojnkWwxwBOc9CohjmCBTHPIthjtXVpVDVcEpf0ZG0k08+GSeffLL9+ptvvsGtt96Kt956C6tXr8bLL78MTdMC99O7d29MmzYNt9xyCz744AP86U9/slWzeDwOwDKk9UIymbT/Jutnu21JSUngPIOg60aP7U9Go6fOs6fOS4RimGsxzBEojnkWwxwBOc9CohjmCBTHPHvyHM0ser/33KBtSIwaNQqPPPIIampqsGLFCk+fNBHGjRsHwApvkhAn4IQjm5qaYHqcTbK+qqqoqKiw3ydKHgl7ikCW8aqfhISEhISEhARB0ZM0AKioqMCECRMAWNYWYUGHJHVdt/8eNmwYAEsN27p1q3DbjRs3AgCGDBnC7Idsu379es9xifUGWVdCYm/AnGXb8NGXm3b3NCQkJCSKBnsESQOAdDoNgCVbQfjuu+8AWCFKuj3UoEGD0K9fPwDAggULhNuS9w877DDmffL6yy+/FG5XV1eHTZs2CbeVkNiT8eiby/H391die0P77p6KhISERFFgjyBpjY2NmDdvHgDgoIMOCrVNOp3Gk08+CQCYNGmS3VGA4MQTTwQAvPDCC65tm5qaMHPmTACwTW0JjjvuOESjUaxbtw5z5sxxbUu6ERx88MHYd999Q81VQqLYYVBpAw0tCZ81JSQkJCQIioKkzZs3DzNmzLAVKBrLli3DZZddhpaWFvTv358hTXfffTdeffVVtLa2Mtts3boV//mf/4nFixcjEongqquucu33sssuQ0lJCebPn4/77rvPVuhaWlowffp0tLS04OCDD3b136ytrcW5554LALjpppuwZs0ae9lHH32Exx9/HACEY0pI7KkwDIekJVLh1e49HZt2tOLDhZvQ0p4MXllCQmKvQ1FUdzY3N+O+++7Dfffdh759+6Jfv37QNA1bt27Fjh07AFjWHI888ghjZrtmzRo89thjuOmmmzB06FBUV1ejpaUFa9euhWmaiMfj+NOf/oRDDz3UNebAgQNx1113Yfr06ZgxYwaef/55DBgwAGvXrkV7eztqa2vx17/+Veij9pvf/AbLli3DokWL8KMf/QgjRoxAe3u7nYt26aWX4vjjj++isyUh0fPAkrSeWXHV3fj7+9/ioy83AwDmLq/DDecfDlXNwuVSQkJij0dRkLRx48bhxhtvxNy5c7Fq1SqsW7cOyWQSVVVVmDhxIqZOnYqzzjqLqbIEgPPOOw+1tbVYunQptm/fjs2bNyMajWLEiBGYPHkyLrjgAt/OACeddBKGDh2KRx55BAsWLMDKlSvRr18/nHHGGbjyyivRp08f4XYlJSV45pln8NRTT+HNN9/EunXrEI1GMWHCBFxwwQV2KFVCYm+BTpO0pFTSAOCr1bvsv1dtbsK7c9fjlMnDdt+EJCQkehyKgqT16dMHF198MS6++OKstjv66KNx9NFH5zX26NGjcf/992e9XSwWw7Rp0zBt2rS8xpeQ2BNA56TJcKeFVMZo8/gjhuCDhZvw/vyNkqRJSEgwKIqcNAkJieIGHe7sTKZ340x6DojR5qEH1AIAOhLyvEhISLCQJE1CQqLLwZI0qaQBjpJWErM6pKR109M8W0JCYu+EJGkSEhJdDjonTSpGFtJp65wQkgaw50lCQkJCkjQJCYkuB52TJkmapSySc1ISc1KDdV2SNAkJCQeSpElISHQ5DEZJk+FOEuoEgJK4o6SlDWlPIiEh4UCSNAkJiS4HHcZr70ztxpn0DKQpkhaPalDs96WSJiEh4UCSNAkJiS4HraS1SyXNruxUAGiqAk2zLsW6LpU0CQkJB5KkSUhIdDnofPi9JSdte2MH6jyayZNwZySiQlEURDRLS0tLkiYhIUFBkjQJCYkuh7GXVXcahokbHp6NGx+Zg7qGdtzyxDz8a8FGezkJa0YyChr5f922Fvz6vs/x3px13T5nCQmJngdJ0iQkJLocvAWHsYf7gdGFAXf+/Uts2N6K5z74zn6PhDujGQVNy/y/fF0DGloSmLtsWzfOVkJCoqdCkjQJCYkuB03KTOz5/TtpU9qmtqRrOR3uBICIav1PujEkZessCQkJSJImISHRDTA4k9Y9PeQZJBSS3DMn3GkpaaQbQzIlc9MkJCQkSZOQkOgG8E767SFI2uadbXjri3VFmUwf1N4pZYc72Zy0zsx5kU3oJSQkACASvIqEhIREfshFSbv58bkAgOryGI4+dFCXzKurIOruVF0es//mlTTNpaRJkiYhISGVNAkJiW4AXyjQ3ulP0jZtb7X/bi1C81uRkkYrgqlM385IxCJntpImSZqEhAQFSdIkJCS6HHy4M0hJ+4KqboxFNJ81eyZE0U66mwAhbHa4UyVKmgx3SkhIOJAkTUJCosuRTbjTMEzMXV5nvyb5W8WEICXNHe60/u+QSpqEhAQFSdIkJCS6HDxJq29JeK67vq4FDdTyVLr4CAs5XEUB/ueKyQAsNZGEfVOu6k7rf0JIE7K6U0JCApKkSUhIdAP4nLQ1W5oBADsbO/CPf63EjsYOe9mytfXMuqkiru7UVAXlJVH7fWJiS/63fdI0hdneMMyirGqVkJAoLCRJk5CQ6HKQnLSqMouwrNnaDMMw8dlXW/DBwk34dPEWe93l6yySFo9ZuWjFGe60/lcUBdGIc5klxIvkpzkdB9yXYumVJiEhIUmahIREl4OEO4f0q0A8piGR1LF5Z5tdzUhy1DqTaXy3qQkAcOj+fQAUK0mzjldRLDWNgBwLUQejHkoaACSLMMwrISFRWEiSJiEh0eUgJC2iqdhvYBUAYPWWJugZRYmQl5UbG6EbJvpUlWBw3wpmWTGBzFhRFCiK4uSc6Vy4U2PbQtFIFbmStqGuBasyhFtCQiI3SJImISHR5dAzypKqKNh/cIakbW6yw39ENSK5aqP27YVYhCU2xQTTPl7rdTTjh0bCnF5toWgUs5KWShv4n38swl3/+BI7mzqCN5CQkBBCkjQJCYkuB1HSNFXB8IyStnF7q01aiFq2ZWcbAGBo3wo7FFiMSpqdkwbWrDbtEe4U5qQV4XETrK9rQXsiDd0w8eW3O3b3dCQkihaSpElISHQ5CElTqWrHZMqAbmRICyFpu9oBAANry22j1+IkaU5OGoDgcKdISStirzQ6zLlgpSRpEhK5QpI0CQmJLsG2+nbszFhr0Eoa6VOZ1g1bSUumDaR1A3X1Fkkb1Ke8qJU0g6ruBBzFjIQ5HZ+0THWnICetmKs7V212SNrqTU1obPX2xZOQkPCGJGkSEhIFRzKl43ePzsFvH56NtG7YOWmKotgKmUXSHCVte0MHdMNEPKahd1XcIWl7Qk4aF+50LDj2vJw00zRtklYaj8AE8Icn5+ODBRuFnRgkJCS8IUmahIREwUG3fdq6q51T0ghJM6HbJE2389EG9Slj/MWKUUkzOSXNCXdmCgc4M1tRTloxHjcA7GjsQHNbEpqq4IrTRqO8JIKmtiT+8cF3eOmT1bt7ehISRQVJ0iQkJAoOugvUhroWJictKgh3ptIGtuwiJK0cgFt9KgakdQP1zZ3unLSIc8yAqC2UKCeta457y842LF61s0v2DQDrtrUAAPYdUIlD9uuDe6/+Ps76j/0BAO/O3YCtmc9ZQkIiGJKkSUhIFBx0r84Nda12xwFVdTzD0rqBtEEsOAxHSavNkLRI8XUc+Mvzi3H9jC9sQ147J01jc9LI/1Efn7SuCHcmkjp+//hc3P/SV3b+X6FB+q727VUKwCKiP5y0L/bpZ/ne0S3AJCQk/CFJmoTEXoDZy7bhD0/OR11D19yYedC9Ojdub7Ffawob7kynHSWtrsG6eQ/oUwYARZmT9s2GRgDA519Zba5UvrozZO9OILySNnvZNqxY3xBq3U+XOO23djZ1htomWzS1JQEA1eUx5v1elXEADomTkJAIhiRpEhJ7IN6Zsx43PDwbja0JmKaJ1z9fi/V1LfhwwaZuGd9PSYtShCSRsZlIpQ07j62i1LLoiBRxTho5Bj4nzQl3kg4MPr07Qyhpm7a34rE3l+PPzy0KXDeVNvDevA3260QXWXw0ZSo5qytYklaTIWmNrckuGVdCYk+EJGkSEnsgFnyzHdsbO7BqUxO27GzD9kyIaeHKHYzK1VWgx2hPpLEjo5LRhQOAQxSSad3u4xmPWmHO7ioc+GDBRtzzz0VIJPMjLcTzDYDtBefkpDnqofU/F+4UKGlh2kJlo4yur2thVCy6uKOQ8FTSKqSSJiGRLSK7ewJh8e677+KLL77AsmXLsH37djQ2NiIajWLYsGE45phjcNFFF6Gmpka4bVtbGx599FG899572LJlC8rKynDooYfi0ksvxcSJE33HnTNnDp588kksWbIE7e3tGDRoEE466SRMmzYNZWVlntvlM6aERL6gE/K//M5JEm9oSWDNlmYcMLi6S8fXDZYIkmRyRXWICWA1VAesasj2TuvvkliGpHWTme0/PvgOAPDBwo04ZfKwnPfT2p6y/y4rsS6tTk6a9b8d7nQVDuSmpGVzbvh1O/MkpV5oaiUkLc687yhpkqRJSIRF0ShpDz/8MF544QV89913iMViGDlyJHr16oXly5fjoYcewimnnIJvvvnGtV19fT3OPPNMPPzww9i8eTP2339/xONxfPLJJ7jooovwf//3f55jPvvss7j44ovxySefIB6PY//998fmzZvx0EMP4ayzzkJjY6Nwu3zGlJAoBIiqk0jrWPyd5fheGreIw4Jvtnf5+AZH0prbrRu3pipQVcVWmGiiQIhLPGbNkyhphmkyKlVXobElvzAcUZAAbwsO2hcOoCw4cjSzpVtH8eecB6+gdrmSVsEradbrRqmkSUiERtGQtPPPPx9///vf8eWXX+Kjjz7Cyy+/jI8//hhvvPEGDjzwQOzatQvTp093bXfTTTdh7dq1GD16ND744AO8+uqr+OSTT/DHP/4Rpmnitttuw4oVK1zbLV26FLfffjsA4I9//CM++eQTvPrqq/jggw8wevRorF69GjfffLNwrrmOKSFRKBAy0NqewtqtlopFbBDmf7M98IaeL3hCQAiHylU7iiKv8ai1jJA0oHvy0jqS+ZEWQkQBhySrrnAn17szTzNb+rwEEVmT+8zzPV4R0rqB1g5LUfQMd0olTUIiNIqGpJ1zzjkYP348otEo8/7IkSNx2223AQBWrVqF1asds8Tly5fjo48+gqqquPfee9G/f38A1tPtueeei9NOOw26rmPGjBmu8WbMmAHDMHDaaafh3HPPtZ+I+/fvj7/85S9QVRXvv/++S73LZ0wJiUKBhDubM6qGogDfHzMQ5SURNLQk8M2GcNWAucKLL6iqd6I8QSzKhjuBbiJpeSpLzZSSRkgwb8Hh6t0Z8Qt3Bh8zfV7IZ+4FPgTdmSh8uJOcA01VUF7KXqtJuLOlPVWUxSASErsDRUPS/LDffvvZf3d0OB487733HgBg0qRJ2HfffV3bnXvuuQCATz/9FO3tTgJuW1sbPv/8cwAWOeQxbNgwTJo0CQAwc+ZMZlmuY0pIZAPdMHxvdLaSllE1YlEN0YiK8QdZDw1fLN3WpfPzUuo0lc3R4hGParbapqqKvX4QASkE8s3Ram5zctJ0m6RZr10WHHZbKBIOzc2CI5V2h4u94Ap3doGSRio3q8pj9udIUFEatY+zqS2BtG4wIWIJCQk39giStnDhQgBAWVkZhg8fbr+/ePFiAMCRRx4p3G7s2LGIxWJIJBJM+HHFihVIJpOIxWIYO3ascNsjjjgCALBkyRLm/VzHlJDIBn/+xyJcP2OWp/pDSEBLJgRHKia/N3oAAGDhtzu6zIIB8A69BSlp8UzRAIFT4dn1fSw78w13ttHhzgxJA0vC+OpOQt7EbaGCj7kzRZO0gJw07iPpCiWtqS1jv8GFOgFLVSQhz8aWJO78vy9x7QP/tk2MJSQk3ChakmYYBurq6vDKK6/gxhtvBABcf/31KC8vt9dZt24dAGCfffYR7iMajWLgwIEAgLVr19rvk78HDRrkCq8SkH3S2+UzpoRENli5qQkt7SksyhQF8CAkoCWjpJE8r/0HV6GqPIZESsemHa1dNj+vlDeNC//xKIl6kbRwob95K+pyDlt25ElamgThTlIPQI4jnTYyhRAZnzQfM9tECCWNJlp6gJLGNzfvisIBUtlJyBgPOi9tzZZmAFaOpISEhBhFY8FB8NRTT+GOO+5g3hs7dizuvPNOTJkyhXm/qclqzVJd7W03QJY1NzfntB1ZN98xc4Vfbk9PgOajFOxO9NR5icDPlQ5bbW/osG/0NPhwZzyq2esN7VeBZWvrsW1XO0buI7atyXeOijiaiUhEtf+JUBLXmGV2hSfguQ3BJ4s345mZ36JfTSnuvuqoUPOk0ZlMB47hh5YOiqRlPiJVVRCJqHaeHZ8XVhqPIBJR7YpWGqm0ETgfWg01lYBzxH0mnSk9r+MVnUvyUNCrMi7cd++qOLCZLbKorojlNY9c5tnTUAxzBIpjnsUwR6/rowhFR9L69++Pww8/HLquY8uWLdi5cydWrFiB119/HYcddhiqqqrsdRMJS3r3UsMAIBazZPnOTqdFSjbbkXXzHTNXVFWV5r2P7kBPnWdPnZcIZK70jXlXSxI1NeXMerph2lWTxLurvDRmr7f/0F5YtrYeOwXbFmqOZeVila6iogQ1NeUoEZASfp4AMuslUMK9L8KqjDKzvaEDsZKYK3FdNE8aiZSe1/lo63SUKRLWjUY01NSUozoznqIpKK90xu5bW4FoREObQDXTDQOxkhjue34Rjjl8CI4aO8i1Di0wlpeX+M6/tMxSseIxDYmkjmTKKMjnT5/LzsxxDKitEO57QN8KYMV2NFBdBwb0rSz49zBonj0VxTBHoDjmWQxzDIOiI2knn3wyTj75ZPv1N998g1tvvRVvvfUWVq9ejZdffhmaZj21xuNxdHR0IJVKee0OyaR1sSgpKbHfi8eti1mY7ci69La5jJkrmps7AsMcuxOapqKqqrTHzbOnzksEfq5tHc53a8O2ZjQ0sDk9NIkjFYKqAnu92kyV3eqNDa5tCzXHpmZxE+1EZzIzpldhAZg5EQuL+oZ2NPTy/70MrHEuyv+asxbHHDY4cJ40OhJ6Xuejvpl60MvktxmGgYaGNqQS1mfW3pHCzp0t9notzR1QFAXtlC1FSUxDZ1JHZ0LH7CWbMPvrrahv7MDBQ93qfHOrM2Z9QxuqSjTXOgStLda6ZfEIEkkdrR3JvI5XdC6311v7i2kQ7rs0E3b/jqouTiVTBfsehp1nT0MxzBEojnkWwxyrq0uhCrwRRSg6ksZj1KhReOSRR3D88cdjxYoVePvtt/HjH/8YAFBVVYWOjg5XSJIGWUYrcF6hTNF2fFgz1zFzha4bdjl/T0ZPnWdPnZcIZK50LtHWXW1IJNOMGWpCkGsUi6j2cQ7sbXXK2LSjteDHTuaY9sinMk0rL4tUbfKIRzRmTiSxvjORDpyrTiXOz/pqK446ZGDgPHnkej4M00QLVd1JJ/Gn04Zd6ZhK6XYeWURTMnNmCWtZPILOpI5ESrcrPFMe822nPutEUvedP8nrK8vYsHSEOKdhQJ9L8gBREtOE+64us6IIG+ocpVVPm93yGyyG33oxzBEojnn25Dlm05mv5wZts0BFRQUmTJgAAFi2bJn9/rBhwwAA69evF26XSqWwZcsWZl367y1btngqYhs2bHBtl8+YEhJhwXtjbdvFWrmIqvzoqslBtVZoqbE1aeesFRp87hUBIWciXzDAr7oz+GJL5+p9t8n7IckPfHJ9WLR2pJjxSXWr3XGAHIduuio7AUCjCgdIS6lkWrfn42VpQhcOhLXgKM90nkjrZuB5bWpNYEdjB3TDwD8+WOlZqEJAlNt4VKzoEa80JpfOQ1WVkJDYQ0gaAKTT1hOlrjs//sMOOwyAY9HB46uvvkIqlUI8HsdBBx1kv3/QQQchGo0imUziq6++Em5L9knGyHdMCYmw4G+sG7ez+V+im3Us4tw0S+MR9KmyQoddZX/g1cRdzZWkhQhb0DxGN3JrJZWrLUmS81izqzszrx0LDsM+FvocRCgllDRnT6UMez9eJI32OkuHbAtVVuLk6gV5pV374Cz8fw/Pxtdr6vHBgk147XP/inRy/mIeJE1U9ZkjL5aQ2CuwR5C0xsZGzJs3DwAY4nPiiScCAObOnStUtp5//nkAwJQpUxjrjoqKCnz/+98HALzwwguu7datW4c5c+YAAE466SRmWa5jSkiEBU/Stjey+V8iksYrG4P7Wt+9zV1kwxFkZiuynAAEFhxZNFnnVbB0Otzdn55Le2duthT87HSPjgPptGF/PnTbq4hASTPhKFNepLcjGwuOzJw0VbHJcKePDUeSIqzb6y21NkitI9vEI9mQNLcCOWfZNnz85SbfsSQk9gYUBUmbN28eZsyYgU2b3D/aZcuW4bLLLkNLSwv69+/PkKbRo0fj2GOPha7ruPbaa7F9u+XHY5omnn/+ebz++utQVRVXXHGFa79XXnklFEXB66+/jueff96+kGzfvh3XXXcdDMPA8ccfj1GjRjHb5TOmhEQY8KoST4hE4c5YlP2p96m2lLTG1q5xfPdU0pTuCXcC4dQ3gFVyvEiaaZpYunYXGjyag/ME0fDqOKAb9udD5+XR54M+B+S4ReHjFEX4gBBmtqTpu6qgLBPy9POGo6tVHfsX3yHsHDr++0YQj2kojbOp0OTUvfHvtbjq3s+walMTHn1zOZ59f6VtxiwhsbeiKAoHmpubcd999+G+++5D37590a9fP2iahq1bt2LHDitHon///njkkUdc6tTtt9+O8847D8uWLcNxxx2HAw44AA0NDdi6dSsURcHvfvc7jB492jXm2LFjccMNN+DOO+/Ef/3Xf+Ghhx5CTU0NVq1ahWQyieHDh+PWW28VzjfXMSUkwoAnLPyNM4ySVpqxwOiK1kCAd05aYLgzDzNbnheG7Q9Jk9x2D2Vp9ZZm/OX5JThkv9647pzDAsfmlTS6wTohdCpF0lRVgaJY+6HPAdmP6HTyn11gThqlpJUQJc3n86eriIlKF5SzR5rCe+WkAVZeGl38Qvb42r+tUOrtf3dSRWSPT4m9HUVB0saNG4cbb7wRc+fOxapVq7Bu3Tokk0lUVVVh4sSJmDp1Ks466yxUVFS4tu3duzdefvllPPbYY5g5cyZWrVqFsrIyTJkyBZdddpndg1OEiy++GCNHjsQTTzyBr776Crt27cKgQYNw0kknYdq0aZ7hynzGlJAIAn/jcoX5hEoaR9Li5CbdNe2WvO7lakC4M5+cNPd5CLcNvVVbp7iQoi4T7tvVJPY25Mcm5IrwMDvcqTsedgrnaBnRVKTSBhMGJeE/U8DS+FClFzEmIEqjqsBWs/yVNOdc2Oc/tJLmQ9IqYkwupB/xC/MZSkjsySgKktanTx9cfPHFuPjii3PavqKiAtdeey2uvfbarLedPHkyJk+e3K1jSkj4wU3S2OViJY1VroiZrF9OUj7QKdWGJg8qpyzxcOekWa9DhTu5VcKRNPa1V7iTOOR7KW08PzJ4JS1DSlNpSknjeGpEU5BKc0pahnCLCBhPsMJWd6qKgtIMGfZTUls7qKIEnSh6/oSKzNMr3Am489L8xLmgEK6ExJ6OoshJk5CQcJDS2ZuzS8URVXdy5KfEvkl3jZJmeNys7cIBDyNHLyUtjN8Rfx5yyWPzImnEA82r36WXkiYKdxoeShrxuqM/K0K8ROSID1XqgQ3WM3NSFZTEg0k6raSl7XCn9/7pQoOYR+EAYLWMokG0zKoyd4cIqaRJ7O2QJE1CosjgzknjwnwC1YXPEbKVtC7KSXNIGjuuHe6MhKvujORROBBGheHJlZdSRpS0ZMoQEgfvnDTrtRPudJQ0vn8fUdsimmqrbE5OWgGUNINW0khOok+4k8pJI+ffz9OMNIRXFcUznA14K2kpwecVFMKVkNjTIUmahESRgVeVXOFOAaHxzEnzyUnKB+TmylsxEPLhraSxGRhOTlrwPMOEfXnwIVKvnDS6Ibgoj89LzeSrWdO66ShacOekAUA0otgqm03SROFOV+FAuOpOVVVQkvn8vZRBAGjNVklLE4801aUS0qjhlDSY1vlLCM6rVNIk9nZIkiYhUWTITUljf+okcbyrlDRCWtzhTuu1Z+EAt342Pmm5WHDw23iRFrrlk0htC1LS6GpWcix8ThqxuYhoqq04khCmiKS5CwcMNLQkPPPGDKqYwclJ9FPS6Jw0f782ADbJ8isaANwkzTDNTBjYve+e2tZHQqK7IEmahESRgScfYRQkz5y0LlbSorySpvoXDuTjk+Y2s81+m6RHz1FaSesQ5K3xBIMvHIhS4V1iUOuq7lQd41tHSSPkyD0nPlQ5e1kdpv/vLDz97jfCY6ALB8JUzTLVnRljYH8ljbSE8r+t7Nu/EkeNGcC8l6DO+//8v8l267KgLgoSEns6JEmTkCgyBCppAnLilZPWkUzn3K/SD2RO/A1bVDhAq0wlXuHOUEoa+zpUuJPbJiloC2WaJmOqmouSplHHSMKCfESQ9O+MRFSQ1f3CnXzYldhafP7VVte6AEXSVIXJkfMCnZOWDuGTlgxoCUWgqgouO+VgjNmvjz0vouhGIypqe5XaDxEy3Cmxt0OSNAmJIkOgkia4ofNhR3ITNE1HASkkvAoH7PAfpaSR/DjATSbJ6zB+bryXWC7hTtG56EjoTL6XKCQaVN1JJ9OnvJQ0kpOmqXYum+5jfZEtgTEzq4vmIgLdccAuHPCt7sx4pPlUdtKwD990QqXk8ybnIqhiVUJiT4ckaRISRYZgM9tgJS0e0+y09a7wSiOkIhbxUtIcgkLy4zTVXRVIbBmaQ7QHcilpIXp38sROpKTxrYnEJE28fzrvjKhpyZQ4J23sfn1QVRbFfoOq3OFOAfHONl+LfCaKSlmb+BC91iyVNNJcPSjcSUBxNHRmtiUPD3RDegmJvRlFYWYrISHhgNycoxHLod7duzOYpKmKVeHXkdDRmdRRXeA56oEWHJSSlglxxqOaS12qLI8BAJrbgkmayycth3BnQkDSeIIoCnd6JdTTx0PUMZssccf64+8Px6lHDUM0qjmFAz7hzrRdJRrYCIDZh6WkBYeRc/VJCwp3EpDjpys74zFWSQvbf1VCYk+FVNIkJIoM5MZKVCp34QD7hgIwrYYISrqwfycJrXmSNCpHa3DfcvSuiuPg4b1d+6nKkLS2znRoR30CL6XpqbeW4a7/+5LxLCMQFQ40t7G2HGHCnQQ0D+O9z0QuFXR4FHDCfSa8j68kHo4UiQoHvM5pKq0z54KQJT+fNBIqDk/SrP9NKtxJfPI0rrpVQmJvhVTSJCSKDOSGGY9paOt0J/7zHQdiAoUK6NoKT1tJ48OdXJskACgvieJ//t/3hKSloiRqNx5vaU+5PbYohC0cePnjVQCARd/txPABlcyyRLqw4U7aC418BnzlpwgqVzhAtlOp80aOLx7VQn2GtE9aNECpauMqWEno2K/YkihpcY/KXR60kkbCnbySJsOdEns7pJImIVFkcJQ064bmJifsG159FEVdBwpV6WnnpHFji5S0iKZAVRUhaVFVBZVllprGkyUe2YY7m9uS7sIBkZIWiqSJz5vqo6TxOWnsdpmcLMpt1yv3kK+I9QLtkxbUyYGu7KTHCpOTlrWSBjqfjSdpUkmT2LshSZqERJHBJmlREu70z0nj89EI+K4DqbSO3z8+F4+8sSzvOdL5TxrFRjQBSaPtKUSwiwcC8tLIaSBjBKkwrR0plwImLBzIhDtJgcOupk7MXraNIbdeI9HEMxslTRGE+9wN5K1lJbEsw52MBYeYBPFKWipUTpqj7IWBXThAV3dyhQM6f9ASEnsZJEmTkCgypLjcH3fPypAkjVPSvt3QiK272jF3eV3ecyRqkaYqTJGAorrDnX59HgEnLy2owpO3/Qiq7mzrSLnOnW6YrvPX0mGN269XKQBg2boGPPbmcrzy2Rp7Hb5KlIDmYeRvwycnjcDOSaP2y/exdJS0cKSIzFGlPpOUILwLsJWd9Fi+ShrVFioMRIUDJZySFsYfT0JiT0bonLQtW7Z0yQQ0TUP//v27ZN8SEnsi7Jy0kIUD3uHOTE5a5gZJFxek0oaw2CAsaNUmoipIZN4XKWmRICXNrvAU99UksFtRRVR0JILDnW2daTtUXBLTbC+2ZMpg5kTUrMryKLP9nGV1+NnxBwLwztUSKWm8h5oITuGAcwxeZDx0uJMuHAhQ0pIceUuH8knLMdxpwpWTpmlukiohsTciNEmbOnWq70UlV9TW1uLzzz8v+H4lJPZUhFXSCPHwUtJKMuE7kmNFt3DqSKQRjcRynqNBqzYU4eEbjgOsZ5oIVWXhbDjI/ZyQ0qBwZ1tnylaXYhEViZSeMffVUUZdGglRqChlSVq/mlL772xy0kIpaZnTQxsTe/Um5VtpeUGnLTgCctL4w0mRKlMfzpSwzWyzVNLgbWYrCwck9nZk9ahsmmaX/JOQkAgPnqR59e4kOVReygZR0oiCRJMAr0bjYUH2pSkcSROEOwNz0kKGOx0ljYQ7g0maY/Cq2OeJz0sj61SUsCStV4VTaepZ3SlU0oiZrV91pygnjSfj1uuwOWBMdWdA706vPMcwbaGyz0kz7e8gUQVFhQOmaWJHY4e8Z0jsVcjKgqN379548cUXCzKwaZo4/vjjC7IvCYm9CSmukbXbgsN63bdXKRpaEp62FYTEkY4DdGhNZNiaDWy1iOsiIA53+itplSELB/iK0pRuoLk9icrSKJP/RNDWkbbJlaooiEc1JJI60+wb8FbSaDIXzieNC3f6HAtP6AARScsxJ02BE+4MqaTZ4U5YxyqKquQT7ky4LDjc4d535qzHy5+uwelHD8ePjxoeagwJiWJHViRNVVUMHjy4q+YiISERAkT9IIqROzRlLZ90cH/8YPxQHDi0l3A/pZySRuf/tHcWhqTxhQNiCw5/Ja06tJJm/U/Ctt9uaMS19/8bJ4wfip8eN8KaF03SKCVNVQAtQto2cUoaIWllLEmjTYDD5aSx+wuVk+YT7sy1upMmzrphwjBNl6rHj2Vyf4tmnuSqjoNBwp2mTdJchQMUSXv5U6tQ47XP10qSJrHXQJrZSkgUGYJy0nTK5PTwA/t67ofvOEATgnzDnUz+UybBSgGdk0aHO0NWdwZacLBKWlNm/XXbWux1aEeHto4006Ip7hHuJMdSzoU76abvYZQ0Wx2zx/Q+Fr7jgDV3jqSlsywcoD4TuigknTZc6pdfRNE0TeHks/VJs/P1KAsOsm1EEO7NFfOW16G+LYUTj5QCg0TxITRJmz9/fsELB7pinxISezpImIuQES+FJYj8kHZCxK2eviHmG+60w4iUaqNSWfRs4UCQTxoxs00JVR8CQkLiEZYk0Kogfa4M07SPWVUU+3wmuBAg2S9f7Uo3pveiEqqPkuafk2b9z4Q7PXIPwytpzpzo85/SRSTNmxx5Lco2J43IcQaTk0aqO92FA7GIaqt12eDBV74GAOw/oALDB1Zlvb2ExO5E6MKByspKVFRUFHTwrtinhMSeDNM0qZw0j8KBzI09GhBG5DsO0IQg33Ano6Rl5uFJ0gLmSToO6IbpOy8y+ygXbutIONYdvBpFuhgoqmKHj72UNFVV8LPjR+CgfWsAZK+kuXLSfDg0b9fB/w1QbaGyNrO1wtBkfFFeWqCSJkAyx+pOAEikrM+VHIvTW9QZKywZpUGTcvLg8cpnq3HTY3OYBvISEj0V0sxWQqKIQN+07HCnKwxGlLQgkmZtT8JUTE5aoao7PZQ0LQsz22hEtQsORB0BCBw7DU5JS9Bkit2GhERVxSEICY+cNE1VcPyRQ/GLHx0MwFIgCWHh1UyCnHPSBOE+3jDXLydNNB9awVMU//6dOSlp6dyqOw3Tu8E63RYrbFiXRoIi0oQ8vvXFemzd1Y7Pl2zNal/870xCojsgc9IkJHow6ps78dDry1BTVYJJB/fDqKE19rKYbWbL3bwzN7Yg8mNbcAjCnR0FKhxQVEcpo8N7pF2UbpiBZBKwiJqe1H0d6G2fNEFYkoRJefLSbJM0xd6O799JK2mAc94M00QybSAe1XwsOOi/wytp4QoHMuFOASnSdRNqhB3ANNnjiGhW+FB0Tv34iOhYra4BbK5kEEI1WKfmRsLz2YBWXvNJrWnvTOGmx+di9LDeNkmXkOgOFIyk1dXVYeXKlWhqakI67X+BP/300ws1rIREt2PrrjbMXV6HE8YPdSWTZ4udjR347KstOO6IoXYVI40lq3dh9eYmYHMTFn27HXdePhmApUJEAzoOBIURieJhmbiajGrRnsgvFOSoT6o9D40zrY1oKnRDDySTgEW8OgNJGikc4PKrYBG1spKoSw0hJE1RKJ+0tNgnTcvc5OMxDQrZb8Ys2NvM1q2k6aFy0twWHDxhI6+JKTEN3TAQ5QIlfC5cNKICCXHXAT8lTaTSkSpRwLGGCQJt7mv3/eQsOGgzX1pJS6V1xnzZC3QBTFo32By30FWowJad7WhqTWL5uvrQ20hIFAJ5k7Rvv/0Wf/rTn7BgwYJQ6yuKIkmaRFHj5U/X4MuVOzB72Tbc9f++l9e+HnlzGVZvbsaytfW4+aLxruUGl5PkdAdQ7ZutS0lLEyUtXE6a1a/S5Ko7vcOKYUAqGFXFCW2qLpKmIJEKnieAQPNVgG0LxaO9M0PSuHNFhzsdM1t/JU1VFMQz3Rw6E2lUl8dCKWnk88qqd6cuVtJo/zBRuFPUTom8RRQlv/6Y/jlp7vfoMHQY8pSZCAA2vGyHOzNz07nCAYLWjjRqKoPHocP2Kd1AG9WTNMz3jt4WkL1EJbofeZG0NWvW4Pzzz0dbWxtM00Q0GkXv3r2hadnL0hISxYK1W5sBADsaO/H1ml0Ys1+fnPe1enNzZp8twuU8qSBNrKMR1b7Zuqr+QoY74zHnJpVI6Wx1Z55J1XRbqKgd7mTXKS+Joq0zjbKS4MtQJHPj97tJklMlCreRmzVPMGwlTVVsBcidk2aNSSuBpfGIRdIE3RpoKKCVtPC9O22jV+o9kzp0Wv0S5YCJrCvowgGATs7PMidNUMtKqi4VBH/vCMgx0ubBZE6i3qI08WzrSHmaNNNoZ5Q0E62drLIWFmTdXKpLJSTyQV4k7cEHH0Rrayv69euHP/zhD5gyZYokaBJ7PAb0LkNDi9UyfObcDXmRtIF9yrB1V7vncv5emcyQgkhEtUmPV8eBoFwvTVURjahIpQ10JtOFLRygku01j3DnpacchG317ehfUxa4P3LT5kORzJim2CoDcHKT+HAnIVlWTlpwdSeB3Zzeg/wRsEoamDn49+50L9QNA6Zp4p0569G3l9M3NLSSxoU7RYax9rpZKmlEvaUfHoJA1iJqmaLQKl8m3EnNjVbVwlZm0rmV6TSrpPGKqR/SlJLmZwMjIVFo5EXS5s6dC0VRcNddd2Hy5MmFmpOERI8GTRToi34uGFRbbpO09s4UyrgcN55UENUhqqlQVA8lTSfrBN9I4lENqbSBRFJn8p/y7t1JG6cKLDgA4MChvTy7IfCwWz2FUdJEJC1zPF5Nyq1wp3/hgMaQNGJfomfGDpOTFl5JE5E0wwQWf7fTdt4ncxKF7XQh8WLJZjRTWCAMd3o6v4lVQ3IeswkhOkqwO0dP5JNGE8/WkL+7di4njd7Oj/DzoBW9VNpAIqUz7cYkJLoKeVlwtLS0IBaLYeLEiYWaj4REj0cqJb5x5IJSKul7044213L+Zpmkwp22MuNR9Rfmhkk3Wfcys121uQnPvvdtViFQmhA4OWm5X26iPvlT9pjEgkMU7vRQ0si5Yhqs84UDfkpaklXSeIWFre7k9hciJ42Zh2miPqPgEkQ0VUzS/JQ0QtIEFZTJlI5UWs86J418LpGQHmkAZcGRGZ4+ZEdJcwZLF5ikZZNfRp+jOcu24Zr7/41/zd8YensJiVyRl5LWt29f1NfX53XxlZAoNtCO9NnktYhAKzCbd7S6lCWXkpZRbqKaClHTcNM0qY4Dwb9LUk3XmdJdhQOGYUJVFdz+7EIA1rFe8sODQh2X0Mw2D9HBLhzwVdK8Cwc6PJS0NNVxIO5ROGAIlDS7OT2npKmqAoMiFkquSpqIpBmmK5Qb0RSoGWNa+tDSIpLGEckIV4yR1g1cde9nKI1HcML4oZ5zE7E0ch6DDJRp8N9f+nyQLhS6R7gzLEljwp26aRs3A+7cQz/QIeFVm5sAAGu3ifNIJSQKibzY1bHHHovOzk4sX768UPORkOjxSFFKS75KGn2/Eypp3O7JjSXCVHc6y+n5hAl32oa2XLgTAHNDA4Atu9zz84JNCCgzWz4nLRuEqe70suAAvAsHiEJChzv5m7dfTlqnTf6s9/lWXMKcNAEp4SFaJCZpKvO/PWdRuJNT8HglbUdjB3TDRGtHStiFwN6PKCdNz0FJ4yxJ6GPWBEoaUzgQ0sevYEoaTRDbU5k5yI4FEl2PvEjaFVdcgZqaGtx+++1IJv2bH0tI7CmglZb8lTTn7807Wl3LvZSfCNXWh1bS6PmEUdKI5UGCC3cC7tZQRhaHSioiVVXcFipb2CTNJ9mbnAbfwgEP419FUeyen3zhgK2kUSyi1G5OzyppGseuhDlpVKK8F8Q5aaarm4JD0tj1xRYcLNnklTSanHpVqwLs9+3Lb7fj/97/1ib0YR4MCBQf0moTSEP8W6PJ1huz1uLjLzcJx2AsOFyFA1nkpKXdY+dr+CwhEQahw51btmwRvn/HHXfgt7/9LX7yk5/g0ksvxdixY1FeXu67r0GDBmU3SwmJ3Yy6hnY88PLXOGnCPswTeN5KGpVzxucbAW7lR6fIj8iCg1YewlghxEkCPBfuBNwVnn43bh7k3kontudTEZeNT5qQpGXMeb1aaNE+aQmvwgGK9BL3+05OoePJFU08VE45UuF9PoQkTaSkRUjlrApAZ9YVbW/NQ5yTlgyZa0l/Df7+7gp8t7HRXj+rwgFwvnHUMrtwIO1twQFYxtKvfb4WAPAf4wa71MkOSu2ylDTnO52NnQb9vWvpIEqaJGkSXY/QJO24447zXd7c3Izf//73gftRFCXr8Khpmli0aBE++ugjLFy4EGvWrEFraysqKytx8MEH4/TTT8epp54qDB+MHDnSd9+1tbWYNWuW5/Lly5fj0Ucfxfz589Hc3Ix+/frh2GOPxZVXXonevXt7bpdKpfD000/jjTfewIYNGxCNRjFq1ChceOGF+MEPfhD+4CV6BFasb8CWnW2Yu6KOeQIXubVnA/qG59dvkR9PURShBQet0mghckVJHlZnMh2opPG9I/1AV+wVJtwZ7JPG51zR8FLSbBVHVZzqziwKB/icNL9wJ1/NGMbMlp2rO9RIzm0YJc3VFoojvvT32q9PJf19I8UkRF0SEWQvOEoweU3lpGnOuSK5kfRvjZA04nMHWMfMnwe6b2taNxklLbtwJ1W0kAl35uslKCERBqFJmp+5YTbIZT9z5szBxRdfbL8eOnQoBg8ejM2bN2PWrFmYNWsW3n77bTzwwAOIxdytdQDgkEMOES7r1auX57jvv/8+rrvuOqRSKfTp0wcjRozA2rVr8eyzz2LmzJl47rnnMHSoO8E2kUjgkksuwcKFC6FpGg444AB0dHRg3rx5mDdvHn75y1/i+uuvz/o8SOw+kAt6W0eKqbfk87iyBf17EN0Y+epOW0lTIFTSsrVC8MtJc5m6ZvHTpYlNQcKdYao7fciPXTjgsTlbOMCG/chhiyw4SHWnnZPmo6TlWzigGwYiBvt+VjlpHInlzyn9eeuUusV/7PSeiRpFSHA2ShqRzpwiE2cRvR/dMKCqGls4kBmPnnMqbbjGd+WkdeYY7qTGJvts60zDNE1pwyHRpQhN0j788MOunIcvTNPEkCFDcNFFF+GUU05Bnz6Oeehrr72Gm2++GZ988gnuu+8+/OY3vxHu47777sOQIUNCj1lXV4ff/va3SKVSuPLKK3HVVVchEomgpaUF1157LT7//HNcc801eOmll1w/0j//+c9YuHAhhgwZgsceewz77bcfAOscXnPNNXjsscdw+OGHY+rUqTmcDYndAXKRbmlncy9Fzu7ZgCY+oucXnlTYSpqqCNtC6XbfznA3jjilCPEVgfx8snnAom+8Xr07s0Go6k4f8kNIhJ+fmSjcSRNnmjiVxsVKWjYWHH73dkXAdUzDrQTaKiVP0nzCnWRcp+OA9X5CoKRpmurKu6TPISE65Pxmo6SpLmXRraSR+UUj7DE1tHTCMEzms0qlDZRyTQj43p2sT5r7u9TemYYJ09WTV5R7SoosOhJp9AthyCwhkQtCk7TBgwd35Tx8MXbsWMycORPRqLuZ9emnn45t27bh3nvvxUsvvYTp06cXxBLk8ccfR0dHB8aPH49f//rX9vuVlZW45557cNxxx2Hp0qX4+OOPGbK1c+dO/POf/wQA3HbbbTZBA6yQ8S9+8QvMmDEDDz74oCRpRQRCDprb2RCHbph5PU0zSpqAQHh1E1AVxXXTB5ybSZhQJ0ApaSl34QA/dnY5aY6SVl5qXWZKBY3AwyJmkzS/jgPW/yIu6GVmS6AozhhJgaIEeJjZcvvliShN2vjenb4N1j180vjpRz0KB8QWHFy4k1PS2Jy0zPdIU8CfcnoO5FzZPWWzUdLIvITVnc5+0rZFiDNwR0LHph2tTIWlyJyWDtkHFQ4Ypomr//oZTAAPTz+GqRKmc+NoPPrGMixb14Brzh6LsfvX+h2mhEROKAqDs4qKCiFBI5gyZQoAoLGxEfX19QUZ87333gMAnHPOOa5l1dXVOOmkkwAA7777LrPso48+QiqVwrBhwzBp0iTXtj/96U8BAMuWLcOGDRsKMleJrge5kYmUnLyKB+icNJ8bK0HaDncq9s2W8cciflUhFQ2mupOT7fjpZBXupAjBmP364LzjR+Cs/9g//A44ZOOTJlJkHDNb8ba0kmY1nDcy61NKGu2TZpvZEiXNep9XtERKmshygodIddQNU6CkZUiayoc7QxQOcL07ReHOiGAeNHknShYhwdlZcHiHf1VFsc8B+U6T7+eQvlZh2nebmnxzzFJpnQ1TdqYZoscrabpu2D/H7Y0d7L48ClaWrWsAADzyhrShkugaZPVoO336dEyaNAmTJk0S5mLtLnR2dtp/l5SUCNeZMWMGtm/fDl3X0b9/f0yaNAk//OEPhXlqW7duRV1dHQBg/Pjxwv0deeSRePHFF7FkyRLm/cWLFwMAjjjiCOF2/fv3x5AhQ7Bp0yYsXrwY++yzT+DxSex+8OGOWFS1lQddNxFxW3OFgsEoae7lrupO0saItuCgmJ6jpGUf7uST3nklLavCAcq2IqKpOOHI/K4XfJK7cExBhWVVeQz1zQl0JNMZJcpDSVMVplE5yW/yUtJIVWwiyYZR3eFOd06aISAlrvl4KGk8kSckjaiVBKJcSf78EAJr56QlxeFOHuQUpnXDXs/JSQuvKLt949jlmqbYhNkwHBXx4GG9sWlHG77d2IjaKud6z5M0umgAABpb2eppt9UKtS1XNBNktdORSKOxNYFeFcFN3yUkskFWJO3tt9/GO++8AwAYMGAAJk6caP/bnbYab7/9NgBg1KhRqKioEK7z8ssvM69fffVV3H///XjggQcwevRoZtm6desAANFoFAMGDBDuj5DUjRs3IpVK2Uof2daPfO2zzz7YtGkT1q5d639gIRDGC2t3wm6u3cPmme28eLWsLB5BMpXJT1OyUxAYUDcm0zQD90ObppJ1TdMZn8wyGlFDzYn0Ck2kdJSoLNNUVYXZh+EzP/582sayMS33c0OBhGXTuvccRBYcvSriqG9OwDQzn6EHMYqoCkrimu3crxvWODThi0adLg/EgoPMx24MHuET+xXKJoNVjujPkIamqcIiC0VRXOQtGrU+5wtPGoVv1zdg3oo6LM+oO/y+6fMTiag2QSfHSnfSIN8zEelSM/Om1ycqXDwa/vPmlWBVYc9HRMs8CClgYj6H7NcH78/fiO82NaJ0fyc/2aB+B4ZpYhPnO9jYyuaTptIGMx79AJBI6cyyMGr57GXbcOpRwwPXE6GnXid5FMM8i2GO2WTHZEXShg0bZpOQrVu34vXXX8frr78OwMpZI4Rt0qRJ6NevXza7zhlLly61c8CmTZvmWn7cccfhtNNOw6hRozBgwAC0tbVh9uzZuPfee7Fx40ZceumleO211zBw4EB7m8bGRgBWWNPraZdUhRqGgdbWVtTU1AAAmpqa7G29QJY1Nzdnd7ACVFWV5r2P7kBPnWfYeakaS2DKS2P2Rb+ishS9KnN7go5QEpxhAjU1rMdgLMb+RNXMhackHkWvaidZmWxXmulaEI9FXPsSoba3tU7aMF25nGVlcXYfihK4T3I+icJSU1OOmiqxup0NelVb+zXhPkcE5Dbaq5dzXqoq4ohGVOuGHI+itFScNhGPR9G7dwVKYho6EjpKMsduqA7B6t3beQBsy6ioacNETU054hmyG+c+r/LyEnu+8UxOHrnhl5XGPI9FdNmJx6Mo4fL6ykqsfdTUlOOQEf3w9Vor3SNe4t434RnW+mWoznxWimZ9ribd4DxDUETdGyorS1FTU46Glk7XsoryeKjvHWB9vwCHrGkq+/2KRTS0I42y8hJUVjq/0/FjBiHy0ldoak1ifZ1DxEqo8/nsuyvwwgcrmfFI/lokUwyRTBvMeFG6KEhTmWVKCGV6w/a20MfuhZ56neRRDPMshjmGQVYkbebMmdixYwfmzZuHuXPnYu7cuVi/fj0AYNOmTdi8eTNeeeUVAMC+++7LKG10RWahsHPnTlx99dVIp9M44YQTcMopp7jWmTFjBvM6Ho/jlFNOweTJk3HmmWdiy5YtePDBB3HbbbfZ6yQSlizulwdHh0nJ+tluS4dpc0Vzc4ew3L6nQNNUVFWV9rh5Zjuv1jY2VBLVrJwZ3TCxq74VZjqN5rYkSuORrCrcklTrJcMw0NDAtl7ivZiIOWcqlUZr5iapG6a9XUMml0YBXPsSIZ3MGHN2pFw9L1taO5l96Lp7fgT0+UyndZsQtDR3QNHDWx14IZXJeWrvTHnOgRDDlmYnn2hIbTnWbG5CKp3E1rpm2+OKRzqdRkNDG6IRi6Tt2NWKEg2oz5xPVVWYcdsz34dkSkdDQxvaMzd4PiTc0ZGwt0tz4bVEQnwsmqa6OhcA1ndQT/NdIHRmH6TTQ3NLp2vfZFlLcwdiiolkxuC3rd2aRzNFusj3TERNmpra0VCiCc2X9bQe6nsHAJ2d1jkjYUfTZL+z5JmhvqENquGcu0R7Avv0r8CaLc3YQPXPrG9sQ0ODdWNetaHBNR4JYVaWRdHQkkAqbWBXfasdoqYrt3fsamM/7xC9QhPJtPDYDcPEPz5YiRFDemHiwf2F2/bU6ySPYphnMcyxuro0dIFj1uVWffv2xSmnnGITou3bt2Pu3Lk2cSPJ8OvWrcP69evxwgsvAAD2339/m7AVwsy1paUFv/zlL7FlyxaMHj0ad955Z1bb9+7dG9OmTcMtt9yCDz74AH/6059s1Swet57wUinvHybdBousn+22Xvlz2UDXDd8+ez0FPXWeYefF569EIqqdM5NI6li9qQm3PbsAo/apwXXnHmavt2jlDsxdUYefnzjSDi3SoPNgDAOuuRjcRYYsV+AoMoZh2u+TvCJNVUIdF8lp6kymkU67bQfofdDjeEHXDZcpaiE+d3IjTaa8Py+DOh+///mRWLhyO06ZvC/mf7MdzW1JtLQlhVWPBOm0YRPV9k6rfyU5FpU7nwq1TSrlFF3wgosp+EztZab3MlG4M502kObCj5qqMvsg5ymV1t3fJYP8b30mGrcunYdFCg9EVcKpzGfQkXA77qtKuO8d4IQ5ddugmT0fpBgikdCRzHyvFcWaf99epVizhY1EdHQ6x0zn7o0f1Q/zv9luvy4vsUiatU2a8sdzxm5uSzJzCWN86/Vd/2TxZrw/byPen7cRRxzY13cfPfU6yaMY5tmT55iNXWzuNfEZ9OvXD6eeeipOPfVUAJa/GFHZ5s2bh40bNwIAVq1ahVWrVuG5557LuyF7W1sbfvGLX2D58uUYMWIE/va3v3nmovlh3LhxAKzwZmNjox2yJOHIpqYmT3sFEhJVVZUZu6qqyt7WC2QZWVei54PvLBCLqJkbmIG0bmDGa18jrZtYupatLn7gla8BAINry4X5KkEWHF69O1WvjgMGMbMNl/TAmtkWxoKDJp75eKPRCFfdaf2vKAr2G1SF/QZZv6+yTIiwPZH2NFu1H9C4G7adP8ZdA8h+TBAbFut9t5mt+G/Ra9F8aBim6e44oPKkLZP3JrBT4W1CeAuOTkrVddo8Cao7M4HllMAMNquOA5n//QoHgMzDAkca+/ZyP+CmKMWW5Jf94kcHoaIsxpC0yjLnYSSZ0u3PnCZ2rZxy5lewoipK5rMR/z6+29joua2ERBAKnlnXv39//PjHP8Ztt92Gf/3rX3jnnXfw4x//GFompyffzgUdHR24/PLLsXjxYgwbNgxPPvmkTa6yBR2S1Kkf+LBhwwBYatjWrVuF2xLyOWTIEGY/ZFsSBhaBqI1kXYmux8dfbsJNj83BrqbcQsy8P1csotk3sHXbWrCj0b1fljyJv/euCkoXMWLXJ1VmtJkt27szu44DTlsoEUnj5xpql54GsPkgTO9OpxUV+35ZSYakdaY9b6RknqQ1FEmEF7WEAlg/sLRuUJYj7HkXNVj3es1s59G701XdyZEiQmJoGxGA/ez4tlAiCw7DJmne1Z0iM9isene6zH3FRDhtGK6Hj9pqd75RSqB8RTTVRTRLYpqrshVgf3s8SfNTZHpXxTPbi5dvq2/33FZCIggFJ2nJZBJz5szBfffdh/PPPx+nnXYa3nzzTZsEaVqOXgWw8r2uuOIKzJ8/H4MHD8ZTTz2Fvn395WM/fPfddwCsECXdHmrQoEF24cOCBQuE25L3DzvsMOZ98vrLL78UbldXV4dNmzYJt5XoOjz7/kps3dWON7/IraKWV3BiUdVWJP791VbmfYImqq9gb4/kebcXmb/thePkT1lwUNukde+bqwglVIWfHdrjnODtuYW04KC3y6cVFA1HSRPnt9HngE/yppU0r0Mgm8QibGsoW0nj9klXcab13JQ0v1MjWiZSa/jPmYz/+qy1uOrez7BuW7O9Lb9v55xayzopCw6SyyNSQsm+RG2VsuvdyX7P+JEitpJmUkqa9V7fXv4kjRDPaER1naN4VLM/ZxExBQQkzaezSO9KQtLE62zdJUmaRO7Im6Qlk0nMnTsXDzzwAC644AIceeSRuOSSS/DQQw9h4cKFAKyw4uWXX46//e1vmDdvXk7jpFIpXH311Zg9ezb69++Pp59+mqnIzBbpdBpPPvkkAGDSpEmIRNjI74knnggAdk4djaamJsycORMAbFNbguOOOw7RaBTr1q3DnDlzXNuSStSDDz4Y++67b87zl8gNYZ34eaS4izR98W+hktFTKcO+WNdRT9BeoolLOeMe2HlSwfqkucmU7ZOWZVsoAHZfQ0JA+HtO2HAnrcgVoPkHgOBwJ6MUcSebKGkdibSn1xshduR8kHCnHSIU5II5+V/OZ86TUpFPmtdrGl5KGv8R8CoRmWciqSOVNvCPf31nb8uPa/fu1Em4kyJppne4k5TRij6LXBqsBylpum5QtiU+4U6apGX+jmpukhaLqohG3d8nw09J81Fwe1dbc/H6edDnVUIiW2Sdk5ZMJrFkyRI77+yrr75CMpm0L1LxeBxHHnkkJkyYgPHjx2PcuHFMYn0u0HUd06dPx6effoq+ffvi6aefDmWme/fdd2P//ffHCSecwOSNbd26FbfeeisWL16MSCSCq666yrXtZZddhhdffBHz58/Hfffdh1/96lfQNA0tLS2YPn06WlpacPDBB7taO9XW1uLcc8/F3//+d9x0001M786PPvoIjz/+OAAIx5ToGtBEiM5H8YNuGFi9uRnDB1YiGtEESppmP9XTuTwkRymiKahr6KD2l70Kxc8dcNr9WA3WyTrUctJxIKSSpqmqbVFh91/M+FPlnJPGqDbdk5MmUooIbCWNCneSylx+nnZrqDSrpImOIxJRkExZYcUwSho/L79T49UWilcz+c+ZHz9K+YbZ+86sY3ccSLtJWhgzW3G4M/znrYBT0rhNIxSJdML41kq9K0tcnyET7tTpcCdP0jSqBRjdCitHklZJSJr799FMVYzGBXYmEhJByIqk/fznP8eSJUsYUlZaWopJkyZh/PjxmDBhAsaOHSt08c8H7777rt2mKRaL4Xe/+53nujfffDMOPvhgAMCaNWvw2GOP4aabbsLQoUNRXV2NlpYWrF27FqZpIh6P409/+hMOPfRQ134GDhyIu+66C9OnT8eMGTPw/PPPY8CAAVi7di3a29tRW1uLv/71r8Kn4d/85jdYtmwZFi1ahB/96EcYMWIE2tvb7Vy0Sy+9FMcff3whTo1ECNA3nwoPnywec5bV4W9vr8CPvrcvzpiyv7vjAKWk8U/KxK2ezkXxChW6wp2GPzEiSpqiiBusZ6ukAdbNI5U2mDwea7/setnmpCmKv1qUDaJakJLmVooI7Jw0KtwZjajQqc+NbBLjCgcMj3AnmVMyZTA5aWF6d9pjCg0uxMcAOH1iafAkileKyWdJK7RkHjQJMk1TWDiQbbgzn5w0/vyQ77Cum675qKqCPtUl2E49CCUF4c5IRHWpe/Go5nzOVPic/ukFFQ7EIqo9HslJE/3Et+50LDloAjtvRR0qS6M4aFhv90YSEhSyImnz5s2Doiiora3Feeedh8mTJ2PMmDGuUGGhQdtdbN68GZs3b/Zct6XF8c0577zzUFtbi6VLl2L79u3YvHkzotEoRowYgcmTJ+OCCy7w7Qxw0kknYejQoXjkkUewYMECrFy5Ev369cMZZ5yBK6+80tP7raSkBM888wyeeuopvPnmm1i3bh2i0SgmTJiACy64wA6lSnQP6KdZkTmnCMQDqqHZ+p8nB9EIraS5SVppnA13FqpwgM1Jc4clsy0cAKybFn1TckhajjlpPjf4XEFutHomeZ4PB4pICAFR0jo6nXCndYy6axvy/QgqHHD2QcKdEK7H5qTxBE5woGSZqGem4SbtUY9wpzNHd0ic8Di7SCKpI0kdAwBXeJGZR2ZFYbgzG5KW+V/UYB1wLDjSumE/nNDf6769ShmSJrLMiAoKB7yUNDoUnkxZ9ivk+8AXDvTtVYrNO9sQj2qoKrNECZGStoXKRyOLG1sTePj1ZQCAOy6fhP41Za7tJCQIsmZXpmli586d+Nvf/oZFixZhwoQJmDhxIkaPHp1XUYAfzjjjDJxxxhlZb3f00Ufj6KOPzmvs0aNH4/777896u1gshmnTpgm7IEh0L5qpBP6wITtywSa5OfyTdDyq2jcwXmUjNwg63OlFcNx5X/xyLtxp56RRvQ+pjbItHADYvDSAbq3Dzy07klaoogHASegHrPPLz9lglDR221KmcECca+UKdwYUDlj7YJUo0XpsTho8l/HwLBzw6N1JECrcmRm3V7mlACVSOho5Y1qnulNAFn3CnbkVDrCvCZjCAcHn0LeazUtjCwcy8w8oHGCVNPbctnak0JuQNC4ntV9NKaYeMQTV5TH7fIh+HvSDGtk/ncP60sercdUZY9wbSkhkkBVJe+yxx2z/s+XLl+Pzzz/Hv//9bwBW2HPcuHGYMGECJkyY0C0Km4REGNAkLWyTcHJBJX5T/JN0NKJ5hhRTmYbQ2xuyV9Jc4U6DJ2mUkkZ6H2b2oyiKK3cnDOJR9iZG1Bm3yhduf4TYFiofDWCrKVO6gThYkhYq3NmZ9rSWUDIveZ80XyWNyukKV93pvYyHaDzaj82eQwBJs1VRolZR84jHNJSXRNDWmcaWXaxTvh85dZS0/MKdREozqLmJ9mUpaW5lb3Bf1huTJlzkoSqqKQKSFlw4AGRIWqYqm38Qi8c0HDtuMADLsBpw/OOYOVEhYbJ7upH9wpU7sH5bC/YfUu3aVkICyJKk0cpUW1sbFi5ciHnz5tmkbdasWfjiiy8AWCG/cePGMblqfq2SJCS6CqySFm4bsh65gYhyUngjUYJU2sD2xg7m6duLpAVacHiFOymfNMAiagpyC3fSKhW9ba6Whl0R7tRU1U4UF4XZ6PPIV5SWxa3rTnsiZZ9fXvFx+aSlg5W0KKX0hKvuhOcyHp6FA7wFB++Txn3uUU4V5edXUxlHW2faZRPh55NGzj4dKvSajx/IMRJSz5+PUopc2+FOav7fHzsQ8aiGbfXteGfOeuY3mqbyK0XhzjhntQK4K6tJCoBhmq7fL10EQKcdrNnSjM+WbMEZx+yHqrIYsx357DpTbKeGuoZ2IUlraktiwTfb8b1DBthqsMTeh5w/+fLyckyZMgVTpkwBYJG2BQsWMKTtiy++wBdffAFFUVBSUoJDDz0UEyZMwJVXXlmwA5CQCEJTLuFOoqRlkrWFPmkeRCiVNrB2K9uyxjufy5+U+RUO0Pc0wzChagrVzicLJY0Pd3rkpIWFl6VCvohkkv1FCo6fkkbf7MlqLiWNy0lLhshJow12ycfLJ+77FQ74fUSic2caApLGK2ceprten0lNZQk27WjD1hyUNGG4M4fCAVvl44aqzBT5tHakhPOJRzV8f+xAfPyl5TtJfqM0qfIKdxIlLRmgpAFiI1uWpGWOwzTxp2cs/8y2zhSu+skYhqSR85YQ5LCK8Niby7B8XQO+Wd8gQ6J7MQpGz8vLy3HMMcfgmGOOAeAmbcuWLcOcOXMwd+5cSdIkuhXNVA5I6HAn6QMpeIoGMh0HPJU0Hd9uaGTeC62kBbj+MxYcVICIrEebeIYFX0zhJJuH3gUDh7AUlqTFIqrt/+U1JuBTOJBwuiq4lTTr/7BtoQAqHJf2zkmjX2alpHmEO3m1x91xgBtfZQsHeJWxJmPEyitpuo+S5vikCcKdObSF0j0IZHmGpLV0pKiqZff+I5w9C02qoppHdadQSfMgaQIj25hASaM331jX6ton+Y2KCo1EWL6uAYAVEpXYe1HwjgMEnZ2daGtrQ2trK1pbW/NuByUhkStyCXeSr6uuG+IqtoiPkqYbWJnp1ze4ttzaD393tcfhctACXut0705qeLIf+2aWhYtsnLuJOX0p81PSClk4ADjESqTgmHbIzL0dyUkzTNNuCu5FZlxtoTzCmACbM+Vd3akI//aaqz0fr8KBoI4D3GvyfXFaZrE77u1B0hyfNFHY1fpfFO7kq039wJsx88dMlLQ2WkkT7J/30KPzxyKa6vqsY1GV8sMTt4Wy9sP+pmjQeZyiHrok9MqEOzN/JzjrEtH3GXAr3BJ7JwqmpNXX19tFBfPmzcOaNWvsZfSX18/yQkKiK8AUDmRpyOqVAxWLau5cl4x30rZd7djV3AlVUXDg0F7YvLMti+pOXknzCHdSHQfo/TjVneFvljHPcGfoXTDwIgT5ws8rzctrC7A+F5LPRtQRXl2xk+m5qj+/8DEd7vTOSXP+dvmkZd1xwP19cHUc4LYjDwde54coaYS8OtuR4/a24EgKlLRoJAtiYZObzEtubhUZ4+mWdkdJiwjmQ1Qx8r2gu4NENOt3EtFUex9MuJMiml5FO86Dj2Oe65WTRmCHXmklDda5c4c7xR0J+lZboWgyh6yKMiT2GORM0hoaGmxCNnfuXKxevdpeRl9IBg0ahIkTJ2LixImYNGkSBgwYkN+MJSSyRC4WHHa40zCFT9Lkxk+jtCSCZGsSy9bWAwD2HVBpqziFqu4kr1SFVR4MTknLJuwU5wsHIvnlpDnFDTlt7gm/JuteN3ryXllJBC3tKZuk8Tc8u3enR7iTb5xO7yOtOwoXHwL3Lxxw7VK4HYFlweG83qd/BfbpV8ms4yZpRElD5jg4klYl7gbDNzSnQc61iCxn83DgJq3s8spSy3+stSMZSkkjpJEuGrBbYEVYkha3iZ3YzNZ6bb2RolIIFN26HnjlpBGIlDRrnfDhzvISp9CurqHDVuUl9i5kRdLef/99m5StWrXKfp/+cg4YMMD2Tps4cSKGDBlSuNlKSOSApvY8wp2CogEgE+7kbtxl8QiaWpP20+++/Svsm6anksa9dvukieenupQ0QtIIWcgmJ01swZFzTpoPsckHfq2hvEJmBGVxi6S1eZI0/3Cn2CdNsefjFe5kc9L4ZdkqaQ4ZJJ0wePAkRqceNvj5AFbhgAh+Fbq2kiaq7sxD7eFHKi+1bk+tHSlf/z9eYXXyMp090tvFopqTx0YRfleqAVHSKNKnKhZJE+WkMabSaTFJM0wzdLiTfn/LzjZJ0vZSZEXS/vM//xOKojCkrLa21lbJJk6cKMOZEj0KiaTOhBeyDnfqplC5iQvCnUQ1I2pNaTxi32y9lTTuteCiDlg3Vz45nr7Jk2U5+aT5VHeKOiIEVW16EYJ8EeXCWvy8AKdROg9iYeAoaWLFK85Vd9KWJ675UDlpXmSOPlfZnA+hBQdF0rwIHj9PF0njlpOcNIKayjgaWhK+hQN2Tpow3Jl9dafzmn2DKGlp3UR7p/W5CcPOnOcZ396Mn1c8qgofnrzDnaa9D8M0gQQb7rRNpanfinPe2e+q1X6LU9IEZBdgz+/mHa0YP6qfcD2JPRtZhztramoYpYw0D5eQ6In4eBHbQix0ayPTubnZLWYyjcjJ324lzQpPkCfleMxpHRU63Onhk6ZpKgyKnKicBYdtGZKnT5oCKvncFBQuGGYgAfRTn/KBo6SJLDis/z2VtBKepHFKml04YJ2LptYk/u/9lWhPpJjlNPI1s/VV0jwKB0zDn6TxCir5PngVQND+W5VlUVSVx9DQkvA8HsC7LZTisb4X+N6l/CHFoqr9m2tsTXrOh1fSUoLfAB3+j0U14cOTV9FOinrwUTK1dnThgEhJI3Arac71oaI0itaOFFK6OCeNrjzdwhV2SOw9yIqkvfnmmxgxYkRXzUVCoqBoaEng9VlrAVhPvomUnnWTcDrcWVEaRUOmfU485u44QIgAQUks4krcdo0TEN6k2xjRHph8uJPsJ5VLWyhKFdA0h/wZptvhPkwCs18Sfz7wLRwIUJjKOCXNXThg/U+q/kwAH2b8twB3rhkzH9/Cgdxy0oLCnV6KoXdOWvBnMma/Pq4qT9FnTb4SfIP1SEQNVFlpBClpiqLYv7mm1oTnfLyqO+nPmHxWmqowFZ9s9SW7X7KMDndOOrg/Fq/aiWEDq1zHIVLp3ZY6TuFAZZlF0sKEO3kfO4m9B1klEEiCJlFMmP/NdiSSOoYPrMT3xw4EkI2ZrfU/XThQVhLBqd8bhpMm7oPykqiLpJVyYcOSmGarbd7VnUFKGlGlxKRCtZ/ieSUti+pOShXQVBUqHGWAn7eXIihap6ssOPx80rxIgp1cnhIrjXyDdR6+Spqea1so7/MjWqabplMA4LGpV06aaZDt3BtedNJIHLRvDc6deoBrv9mY2Wabj8ZPRXRMFRkbjsY2byXNru7UWZ+0qCDcST5fUbjTq4iH7uJx6lHDcfNF4xkFMislzQA6k9bTFrEY8Qx3Uu93ctW3EnsPZK8JiT0W5GI4tF+lfVEOraTROWnURf8nU5zwPh1aimiqy34gHtWcp/ucqzsz+/doY6QoAEzKgsOugstRSVMdJc2EW0nTBcaePLoq3CnytiJwwoDibQnJdRrUWzl9fMEB38eUwNcnLc0qXIpCh1+9c9KyVdJMIzjcyZN5XkkTKXDHHDYYxxw2ODMndrlQSSOqbeZzKIlp6EzqWeWjicYSEVObpIVU0kzTFKrJEZukWf9nE+70K1oAnIIH0QOgq7oTJhIZ8lVRZuXciXJeAVapTIX43UnsmQj9q3rmmWfw4osvFnTwrtinhASBTnmG0SG8MBD5pLn7JDo3lWjE7WxeEnNyX/L1SePDbWS/tiEo99SfTXsed7iTUtJcBp/iGwpzDIY3IcgHfMsmZkzbzNaDvGjsTVlRWCJE5mrZNgi29+ndmaLNbLmCDj+fNL/Qo6jDgWGGOE4+3Kmz4fagj8SlpAktODJKGpVbBWRnZAu4qzndbzj7biY5aT4WHID1/XR+r9TvUyO5ZKySJjKbJdBdvynx8fkpaaJiBJKTVpnxgRN9n9O6wcxN1JpKYu9A6Cv57bffjvvvv7+gg3fFPiUkCNKG477PhwWDYIc7TdOT+PDVYyKSFmjBwZM0j+pOXhlzwp1kP+wNRXQz80LMQ0kTOdyHCXfabaEKnJPGt2yi4fikibd1t2tSmPccZVIRErLgcGeGPHFzoJPjs+k4oAiuzLpBhTu9ctK8LDg8cuZc4wqIJD9Pcq6JoklyMbMPdwaTVmJoS751fqbCgKWmiX6vZB2HpFmvdR8LDhIitgsHPJRCWnl2kWRBIVCChDszxyYK3/PvealtEns+svpVdUVrJ9kuSqKrwCpphCyF29YuHOCqO2nQF2RRj8CSWCS4uhM8KeOWZ17zOWY2qSAkMPN+UGhGhDifk0YpA65wZ6icNCekWEjYHmaC6s4gEuJqfK4qrJJGbSbq1ejXuzOVNuxP0Wp8L95vUKI8Mz9PM9twYV2CbAoHxHN0b2NkrFnoghogO/sN4ViCdUjeFoEojE8/WCQpkkaTKj7cKbbgYPdLCBZdOCAC/Xvh1+HTAwzKgqMiYzEiImm8ukb3h5XYu5BVTlp7ezsefPDBrpqLhERBYbf0oQhO9j5p4idzwJ3zwi+Px+hSf6/eneJx+df8zYnsl1fSciscEFd3mhQpINBDPNHbSeoFJmm2kpb0tuDgbR0IwippXgjrk8aTGjb0mYWSJlhoGo5vXfhwZ4ak+RQO+I1LlEWanJsmG/Ymzvj5Kml+OWkEou+1oiiIRlQkU1aoMyVS0rzCndTvzdPMNiCFgFaeoxGVMat1V3fCHe4UkTTuPRPh7G8k9jxkRdI6Ojrwv//7v101FwmJgsJubaOqLkUhCHS4M3clLTjc6Q6xiG8UvP+VraSB3b/IIyoI7sIBWknjc9LCKGnhVJtsQchkws+Cw+Ow+TCgyuWkBRHK4N6dZL+Kp3qWjZImGq8w4U7PIYX7VRR3bqFpmgyJKM8QqWxakQFu5Ux0OniSJuolClgVnoSkiZSvCBfutB+e9GCSZhcieIY7aSWNfSDkledUWrd/Qw5J0/HnfyxCNKrh12eNsd7LELlYVLXD+7J/596J0CRt/PjxXTKBXr16dcl+JSTSlJJGLpVZ+6QZpifxCSociEc1m6h4hglJ/lZGrfAys6WToAEqJ42rWtXz9EnTDZPLSWPXDZeTljnvXVXdKUi0zlZh4nPPgvikf3WnQRVy8N5o3mqd3+kR+qSFCnfyJM367gZVhTrz5V8rrlBvQ0sC//jXd/Y8SzLWM9kUq4jGEs2tMlMBSeD1naIrPEUh/1AWHB75oEFdPGjlOUJVeNM9XQk6Es53l3RUqG9OoL7Zql5t60yjJKo5+X7xCJKppL0/ib0PoUnas88+25XzkJAoOHSqcEA32F6MQfDqOECDVreEJC1U4YCTS0UrJfw8XDlVtAVHZj8G9eSeTVgkSuWk6brhq6R5hW0Jtje0Y/4325m5FQqkfZWwujPQmoIjSKriGZYMsz3ANliPUoUH9Kq5KmmiRYYRnFvGh8XDWHDQEBFJnjB+umSLbepsGKZNnvO14BBFqntzDeC9vte00THpSBEVVneyOWmsBQe7T753p3e40/m9sEUMuuuhhtgCRTQFJXG3Jx8Zk3zHS+MRNLelGEVfYu+C1E4l9ljQSlq21Z2i3p2BShq1nKhovPWDe5zMvogiJnAoF43tsuAw2dBNNkoafWNOGyaT58aTy6Cn+Sfe/gbL1tYD6AolLRPuzKG6U9T43Csn7fc/PxInT2R7EAtz0jIkgO44wCtpueakeRYOBBRI8FYtdk4aFY71A79UVRTXWB2UserQ/pU2Mck6J41/LZhbb64BvFe40+nfqdvhyajmkKAIp6SJfNJEzdCB4BQC+vdCn6tEynDlcLZnzl08qjHt2AiIake+47GIZqvossJz74QkaRJ7LOgm0XYIL+R1jtz0TTiWD+6cNDYxmV5OQkDBDdbZ0KC7cCAzlld1J3WDoJO5c00w1nWTUQbcFhz+J3D5unr77x1NnTnNwQukMk/U2DuX6k5aVaIJwn6DqnD2sQcwJM5fSTMYEuSlpLnNbL0/I68G6yKTXBpe4c7QPmkBYWFrn9a+xu7fB7dePhnxmBWQiXkYAXvBbcHhXice05i8tCAlja3udNatLo9n/rdCjERx9GuwzvukhclJo4u1k2nd9fvpzIQ7S2KaUHkkahmdkxalwuoSex9kxwGJPRa2ZxhltxBaSaMu2KQayxXupG4YES7cSUJzJJ8nyCfNvml4hDvdSlrmf+oGQZO0bDoO0NANgyF+2XYc6N+7DHX1Vv/Hg/atyWkOXiC5c4lcqjs1f/IhEmhiUdXOIQrKSWOUNA/y5yIlwpmS+YhJmm0U7EG2+DHI+jZJy9InzapWZdch34F9B1SiT3UpJhzUD99tbMTUcUN89+0ezH9sgt5Vcbvnqtf3mslJExQO/HjKfiiPqRg3oq+1H0HVtVf3j2RguDOzPdgctFTKcD2c2UpaLCIkaaRjCCFrsajG+PFJ7H2QJE1ijwWdn2VXQYau7nTWI75G/FM8E+7UVOZJu8QnrMKMA05J48OdHjlmhJyRG6hluuvsK9fKyjSlpNEO9wRBhQPkBnne8SMw5dBBOc3BC3bHAVFbKDtXS7ytq2ODwncGcG8Yi2g2SRP5pImqOxXXfiH822tMe34ehQNejdwJ+O9J/j5p7nAnv6/eVSW44vRDfPcrQtg2WX2qSrChrhWAuNE94BSVpDwscyrLYjhm3GD7+ykq6PGq7mxttwgiMdblQf9e6F0k0rrr90xy0uJRsZJG5ke8AGNUGoXMSds7IcOdEnssdFtJU11VkEGgr61EueF7c7oKB6ibAgl3isIqNGwlLTDcyXUccOWkmTl1G+CR1g02J810L/fdPqNMjBzai6kaLQRsM1u/tlCe1hRuJTLIJ42+iYoUHE8ljQlxeo/h75Pmfo+t7hRvXFYSxcUnj8KPvjfMmlueSpqqeI+Vvw8edz48VNDeVU5emtd3m/w2rcIB//AkvR9RuJMQXbKopd2qrqziKk0JyCgmRaIBK02CV56JklYSs3JWeYWc/L5IikUsqjFhdYm9D5KkSeyxSNNKGqU4hQG9nh3uDFDS2HCnJVKLwio0XCTNo3CAD7WQV6JwJ++plg1Mk82x4QsZApU0krSdZaVfGMSp3p2u0JSdqyXeVtQ3k/FJE+VDUSRTXDhA1BuHzLqVNLGqxi9zzTfAJ81v2ymHDsKUQwda29iFA+GUNFHenHeeX34kjd/ca3d9aJLm8d2OUOFOkZktD7/qzoj9YGXtpzmjpFUFKGl8h45ESrdT1Mg+SU4a+W7xvxNXTlpEdTpbSJK2V0KSNIk9FoySFpAbxoMmJ0RJ45/M/Xp32oUDAT5pfPgqdOEA5ctF9qMHmG6GBW/rQSMoJ42Ea3LNifMDqYazCKk4LOxtTeE+f4xPmg8JA7wKB6z36N6dquId4gzTq9JvGd1xIIiH270pSeEAIbFZWnAoivc2fkQxFPjNPXZH23B4FQ7E6Jy0EL8DURqCo6SpzLLmNktJqywXK2lev5dOqgqWzLsj6Shp9LwJbCWNhDupsGg67f3b0w0DO5s6PJdLFC8kSZPYY0H37nRCeOG2ZS62tpLm3XEgElGZknq7cCCw4wDZlyqcn1fhALlBKhT5TAWYboaFk78n6t1pYN22Zjz6xjLhTcFR8/INhblBVw/yIc8ghUlkZqsGhDvpdlnCcCgV7nTaQvG9O/2UNOFUPcejcwSDCBIhpaRCN2x1p0jtE+XjAcFEMQhh2kIB4ZQ0QmSSaT3QfNbaj3dOGh3u1A0DbZmihSpPkkYrac7+OqgCF15Ji3koaYRgOuFO1VbwvZS0LTvbcMsT8/Hbh2ZjGVVdLbFnQJI0iT0WJNypUXYL4cOdzt+JzNOvy4IjhJIW5JNmW3Bo4vnxFh0EbiWNIqV53j1tQgu3kpbWTfzxqQWYs7wOT737DbPMMCgz3S4Id0Y01T4PvKFtUOGA2wyYz0lzbxMLUtIyy0045573SfPKT7OW5RDuDNmDkybJhhHsr+Y1J75alZljnkoav7XX1OicNK8hWTPbMOFOgQUH90BkGCZaO9IwM+NWlIjDnXTxDv0zJ0UC1j4zRCvNFiG5wp22kmb9H49Q1Z2CwgHdMHDvC4uxeWcbAGBjpsBCYs+BJGkSeyzscKemMrlbYUCHO8lTLR/Co2+Eufqk8fty9+7MLOdz0kh1J2UtUojCAYBVBvyqO3dyPmh03l2+RNELXhWeQQqTyGeOJizC6s6AnDT6MyHhKb7jQMELB0KGO+n56roZui2UKHfPK/cs38KBsEpadYWjYLV1poTrOGa2Rqj+tbSSRgi+yf3WDNN0Qp2l0cCwr0tJY8KdbAiVnGfe0DbN5aRFo/45ae2daezKtJQCvM+PRPFCkjSJPRZ0x4HCFA74dxzQVKc+rYQUDgTkwvEKB7+ao7SJfdLs0CScyspseyjyYHzSuPsCTcTKS1gHH9oiIBrJ7wbuBdLWh/dKC+o4IFIiWZ80AUkLUNLo80yIvAq+ywCEfwP+hEk0H5NWxILCnRSL0w0jMBzsNUfLJy1cCDlbhDX3VRUFhx1Qi+qKGEYM6SVch1bS0iGqO+nza7eA48KdumGiud0/H82at/M3/fsl9i0KnN8vuSaR8aOcAbBT3UkKBzQnrC4gabwtR0u7JGl7GvL2STNNE6+++irefvttfPvtt2hsbISuu0vkCRRFwfLly/MdVkIiEIRQROjCgdA+afR+2Is3gcZZcCiKgmhERTJt2NVbwR0HyL7EZI6/cRDwPmmmQfmk5UDSfvS9ffHWF+tx3BFDfH3S6IT9srg3SeuKwgGAVtL4nDT/cJ6LpPn4mRHQyqhov6T/p2GajJLGEDPQY4RX0ui5RTQFad3MqD7u5SLQDxBpI7wC55ojvKs78w13usf2Xnb1mWOgG6anOsY2WBd3CKFBfx8Mw4SmugsHTMNES5u//YY1b3ZfBCTcaX1PrPfI3Mi54x+o7OpO28xWZY6NB6+uEdNfiT0HeZG0ZDKJadOmYe7cuaGd3CUkugtppnBAHE70gojMuas72XAnAJuklYQoHKB/MxoVYmHXIWN5FA5QClyYhGkvnH70fjhyZD8M6VuBTxdvtufnarBO3RTKS9kcHabDQ4Fv4AQkPJTk+nc6PmXhSJriyknLPtwJWK2HkinTng+vPPkpaWFz0iKairSuMwUAQadXzZBF02Q7FWRvweGdK5ZvdaebEPqv6/e9Jt+LlG5QvTvDkbS0biIaoR6IMr9z3TRt+41KD/sNgD0/9MMYKRKgfw+8kuZZ3ZlyrDr8fNJ44taaUf4k9hzkRdIeffRRzJkzBwDwgx/8AFOnTkX//v2haYU1sTRNE4sWLcJHH32EhQsXYs2aNWhtbUVlZSUOPvhgnH766Tj11FM9LxptbW149NFH8d5772HLli0oKyvDoYceiksvvRQTJ070HXvOnDl48sknsWTJErS3t2PQoEE46aSTMG3aNJSVlXlul8+YEoUBuWBqmgolcy0MydGEpIrPs+KVNMC5wPNmtmZmn/TNl+Y/IjNbgyFxvBLE/m+aph3uzLbRtbUfBfv0rwTA56Sx67VQT+peSlq+OXF+iMfEhrZBCfXucHGI6s6AcCdgEYEk1f5HVdnqzkI0WCdjE8JFxgmCpqpI65ahaujCAYHi6J2TFjgF/7GyIK1BsKs7U7qwLRQPcbjTeh2hHqyCjGwtiJW0DkpJI4dG1H1y7qKc4TMhcWyDdR8ljQ93SiVtj0NeJO2dd96Boii46qqr8Ktf/apQc3Jhzpw5uPjii+3XQ4cOxeDBg7F582bMmjULs2bNwttvv40HHngAsRj7Y6qvr8fPfvYzrF27FrFYDAcccADq6+vxySef4NNPP8XNN9+M888/Xzjus88+i9tuuw2maWLAgAEYOHAgVq1ahYceegjvv/8+/vGPf6BXr16u7fIZU6Jw0Ck7CKdwIPtwJ4GfkkaWkaf3OOeTBlikkSFpVDdmkeJGz5UniE51p3MDJz5KuZA0Gl6+TwDQ2OIkKfM3/EKY6QbBUdLE1Z2hc9I48iHaLpyS5lY4vdSzsDlY/Hb052nf5EMQGk1TkNYzOWlhlTS+C4ACqB6fZ97VnVmQ1iDQLbrCWNHQn73dOourTDYMM9AjjZ83raR1UEoaOVZSBewV7iS/oZTtk6ZSfnzui5JLSZMkbY9DXlfTTZs2QVEUXHLJJYWajxCmaWLIkCG46aab8MUXX+CDDz7AK6+8grlz5+Kuu+5CLBbDJ598gvvuu8+17U033YS1a9di9OjR+OCDD/Dqq6/ik08+wR//+EeYponbbrsNK1ascG23dOlS3H777QCAP/7xj/jkk0/w6quv4oMPPsDo0aOxevVq3HzzzcL55jqmRGFBK2lOTlq4bUXhzqCOAwAwpG8FNFXBoD7l1jpc7gsNsZJGzYG6/vJkgBwPXRDhKGmFuXny1WoA0ECRND7PLkw7nnxhN1l3+aT5kxBXuJNX0oIKBzz2y99kLVIjVs9ELZe8wIY7nb9TehZKGiEGVKeCnHp3hiS+2YLfOh/SF6VsKoiS5peTRneG4LsykIcMwzTtRHyvbgP8vOnCGpKTRoc7HSUtE+7kCgecjgNOWyj72HzCnSQc29qRCp13K1EcyOtqWl5ejsrKSpSXlxdqPkKMHTsWM2fOxM9//nP06dOHWXb66afjqquuAgC89NJLdisPAFi+fDk++ugjqKqKe++9F/379wdg/UDPPfdcnHbaadB1HTNmzHCNOWPGDBiGgdNOOw3nnnuufYHt378//vKXv0BVVbz//vv45hvWKyqfMSUKB9M0KZKWX3UngcgGg1yeyYX0yp8cgnuuOsr2dlIFT+z0HO19UVYaouW8OSwJS9EKoWPeWxglzcqBYpc1tFIkjXuyzycnLizITc2dk2b9H15J8yZTzlghlDTRd8JDScsqJ40Od9JKmp6dkmZt4+QWKgFfDZG65Vk4UHALjtz35ZjZihusi2BXVBvEgkOgpIUId9Lzpi8bxIKDDnemeSXNIyctbIN18l5NRdwev70z7VpPoniR19V8zJgxaGlpQWNjY4GmI0ZFRQWiUe8nmSlTpgAAGhsbUV/vOC6/9957AIBJkyZh3333dW137rnnAgA+/fRTtLe32++3tbXh888/BwCcc845ru2GDRuGSZMmAQBmzpzJLMt1TInCgiZEuYQ7hTlpguR9jTOljGgq40xOq218/06DUdK8zTWt/bjNWMkcAK53Z54kifaU48lqU6uTmOyppHVRZSfgXd1pBilpAjLFepi5twlqCyV6X1FY8pGrTxpfOEBADJrDEBraC4z35/Iel3utdF11Z1fkpDE+aQGKrmM0TVpnsZXUhhncEspv3p1JqnBAJSFLVknzNLMVNFgX+aSR30FpPILSuPXbaJMhzz0KeV1NL7nkEpimiaeeeqpA08kNnZ2OqWZJieNOvXjxYgDAkUceKdxu7NixiMViSCQSTPhxxYoVSCaTiMViGDt2rHDbI444AgCwZMkS5v1cx5QoLOjQgKapVPukcNsLc9IE5IPc/L2e2mm1zat5urUfd7iTnkOQBYfBmNkW0CfNh9TypDMdwkQ0X3iHO63/vdzxA33ShEoaRdI8iK+LpEFhLqqsksaTtHBKGq2iklBeKCXN7t9phi44EKlbXgTV61yHhZuk5b4vkqvYkUjbvxu/cCfAhoMBd4N13TDRllGleE9AGl7zJiSNLRxgybLLzDajtNH5tGGqO6MRFRWZamtZPLBnIa/CgcmTJ+P666/HX/7yF0SjUVx66aUoLS0t1NxC4+233wYAjBo1ChUVFfb769atAwDss88+wu2i0SgGDhyI9evXY+3atTbxWrt2LQBg0KBBngoe2SdZN98xc0VX+VEVCmR+3T1PJeVcOeMxjTGNjETUwHmJwp0lJZrr6bx3ZRzbGzrQu7rE88ldVRXohglFVZh1NN1dHarAUQBU6hj4eUaj1lxIUreiKPZNJhZR88oLo0mWH5EwqblqmkoVLihdlpdWEidWCyYzBpmmporHJoUcBBGNPUfRqPuclVLVq7Go+7MHRJ+LyrxHV+/xpCHq8TlpmgqTOu30OuQmL5ovD5vYK7ATwPjjdo/Nft7RiBbYLzPX3zZP5jU19+8t+V7QifMVZVFoqvdvnRwr+V2SXzzJRTQM0yZLJfGI7+/bD5qqOoSZav4eiah2FTiBnvle20QzqtnHphumaw7kOhWLaqgsi2FHYyc6Euku+/3trut5NiiGOWbzQJIXSfv5z38OwMpNe/DBB/Hoo4/igAMO8M1RUxQFTz/9dD7DMli6dCn++c9/AgCmTZvGLGtqagIAVFdXe25PljU3N+e0HVk33zFzRVVV95PiXNDt84w46mptnwpU7rRCy4qqoKbG+X5mM6++fSpdF+Rb/99RaGlLYl8PJ3TAuljoho6KylLU1Di2LTHqhlJeaoVTYvGIPT8t5oQW+YrJmpoy1FSWIJa5yJeVxRDJJPVXlMeZY8wWFRWWGq1FVJSVxz3XU1WVGSe1oREAUBqP5jW+H6orrc9L4caOl1jnr8RrbM4WqKIijrJSJ4RV06uc+WwAoDe1n169yoT75clfdXWZTcxUBex3rYFto2XtU2zjQ/tdxaKa7XkWNB8azncjjljUutSXl8V8t6PPCRmntFT8oFqR+W7k+ttuaGdzp0pLc//e9Om0VCuiXsUiKmr7VDLr8PMkJLO8vAQ1NeU2sSHHZcIhxX16l6OmWnycQSkUsZhmfydIcQ/5jVZRfUkB5/pEKr9raspQlfnOQ1Fc5yeS+VwrymKWsrmlGYZgvUKjGO47xTDHMMiLpM2bN495nUgksGzZMt9t8jVApLFz505cffXVSKfTOOGEE3DKKae45gPAN5+NWHbQIdNstiPr5jtmrmhu7mAMRnsaNE1FVVVpt8+zvtk6t5qqoLGxHe1t1ueSTutoaGgLnBefb6WpCpqa3DmEMQXoUxFFQ0Ob51zIA119QxtiirNfOneElNy3dyTtfZF8GMCtcLQ0dwBpHXom3NHamkBzJqlf13Xf+QShvd3aTzKpo6XF+zvamUjZ42ia6lgEmGZe4/vBzHQzaW7pZMYgc06l0sKxWziTz46OJFIphyQ0N3cgqrCfebLT2aattRMNDW7/R/4G3dLifJ8URWHm0trKnsuW5g5E4b7Ba5oKLepcmg3DhKoo0KmxWls60RANUAoyqzc2taM909MxQX1mIiQSLHFqbu4AEWVK45ptKwEAnZl95vrbbmnpcI2d6/ems529DsdjGvPd9PutNzS2o6EsYh97OvNbTKcd/7vWlk6oYXMleJgmjMy45CPs7LR+530r41AUoLwkitaOFNo7rc+HjNvc1IFUwjrPHR3uz64p8/s0DQMlme/Dtp2tXfb7213X82xQDHOsri71tLbhkRdJ60pvtCC0tLTgl7/8JbZs2YLRo0fjzjvvdK0Tj8fR0dGBVMo7Rp9MWhdiOpctHreepMJsR9bNd8xcoetOyXlPRnfPkzxRRzQV6bTjE6UbJjMPr3nx+WNkP7mA5J8kkzqzD7pai1CwdNqZXypFWg25QyoGdxyptGF7h2mKkte5JjcSfgweaZ2fQ2Z8Lb/x/UDysxLcuSR/K9TfDHguZLIWEKJjpfO+TI9zweeGGbpp71dR2Lnw3yld9z6/0bg7h45+cOC/xyLY37uUwdysfLfjSKdhmDhpwj7o16sUW3e148OFm1zr5vrbNnjfLzP4mLzAP/qXxDTXvvh5kvOTyhjg8h5mTDVlwNx4pZNdJhAmTOtzOGBwNe7/9dH4cuVOPPnOCnsuZF+6YdqhsWTafZ5JD1tNU1GaYdPNrckuv9YWw32nJ88xG5eUoiRpbW1t+MUvfoHly5djxIgR+Nvf/sbkohFUVVWho6PDFZKkQZZVVVXZ73mFMkXb8WHNXMeUKCzITYkkPdMVi2HA56TlUzEZ1JeTWYfpOGD9z1cikves/63XpmkyScT5gIwkMrOlwT+ldkfhAKnuTHj07gzfFiq4ujOMBYdfdWeQxURYnzQ1k7xPP/aFydmnqxdJtWDQd0M0514VcUw9fAhe+WwNN/88oyJdUN1JUBILvrWRnCWncICv7qR/nwF2HpzSyYyjur3m6M+3vCSKaCRDDHWDteZREKrBelSThQN7KnpuZp0HOjo6cPnll2Px4sUYNmwYnnzySdTU1AjXHTZsGABg/fr1wuWpVApbtmxh1qX/3rJli6citmHDBtd2+Yy5t6K+uRPvzdtgewoVCrrOXnBt76+wvTu562E+ibheTdbpa7qoATxtK8GTBJUjAiYchSTIHyoIdiUs/M8Xv8xuC5Vn1Z8fSHVnMslbcFj/e91LXW21VHaeokpFti1UuKRx2ifNTcqyqe5k1xP5sQXBtuDQw7Y38u+K4Ec0ckEhfdL4Kkk+IV8Ejftd2kUZwmKOoKpY72WqqgjbbdGwK0p1k7kuKIri22A9SXUmqCCGtu2SpO1JKCqSlkgkcMUVV2D+/PkYPHgwnnrqKfTt29dz/cMOOwwAsHDhQuHyr776CqlUCvF4HAcddJD9/kEHHYRoNIpkMomvvvpKuC3ZJxkj3zH3VvzpmQV4/qNV+McHKwu6X7rbACA2i/UDv14+xIe/GVCDAGDDmfSwdDNtl5KWmQ5NPsP6QwWBVufIfEYP741LTh6F8084ED8+aph9PCZl/UHGz1fJ8wOxxUhwZrZBSppIiQzs3UkraR43YZGSxhNorzF8b+w0OVIVAcnMgqTR7Y0CSJofcXIdT54kzUUI89hXJMJuHUpJs89PxieNmNmKrHaytC5h5qYKlHBuCLqtlcEpaX4WHPSDWUWJRdJI/qHEnoGCXU2XL1+Ou+66CxdeeCFOOeUUnHLKKbjwwgvxP//zP1i+fHne+0+lUrj66qsxe/Zs9O/fH08//TQGDhzou82JJ54IAJg7d65Q2Xr++ecBWGa4dEVqRUUFvv/97wMAXnjhBdd269atsxvLn3TSSQUZc29FY8YcdcX6hoLuN82FO211SEDSTNPEwm+34/G3lqOuoV24Xj7l3CKjWmsM638FTjiEMbPN/G81A2f3SY6HNulNFVhJo81sI6qCow8dhOOOGILhA60wfdow8dDryzD9f2ehrTNlW3AEhYbyQTRCLDi8Og6Ib5aKwvfq5H3SBGNRxMhLUOS/F3TvTrcq5Z6TF9h2UoLerdkoaYbhOOeXexc0iebINIiH97JCIJ9wp2Vz4WwfRklzdRwwxSSN7r3phSAlzStdgcAmYmk23KkojqWMX8eBaERliJ7EnoO8r6bt7e2YPn06zjzzTDz11FOYP38+Vq9ejdWrV2P+/Pl48sknceaZZ2L69Ok5O+zruo7p06fj008/Rd++ffH0009j6NChgduNHj0axx57LHRdx7XXXovt27cDsH6Mzz//PF5//XWoqoorrrjCte2VV14JRVHw+uuv4/nnn7d/ONu3b8d1110HwzBw/PHHY9SoUQUbc29GNBJ8Uc0GLiXNJyft0TeX439fXYovlm7D50u2MgqSPb88ctJU7omdwBQoaUy4k1LSvFQZxd6OygnLV8lilDS3CaptvGuY+G5jI1raU6ir70AqU3kZjRT25k3DCf1wOWm2Saj3tgwpU4PbQtH2GmVxsTLjq6S5mpXzn6H3XHmVj8+JDMNnNFuBoXtQBoU7/ZQ0fo7Bc8h1rFxAK7i5hDsdJY2dSFCoEwgIXauK4NyJSZqlpFHrKYp/Thr1m6dbY0nsOcircMAwDFx55ZWYO3cuTNNE3759MWnSJAwYMAAAsG3bNsydOxfbt2/HO++8g/r6ejzxxBNZPzG9++67drulWCyG3/3ud57r3nzzzTj44IPt17fffjvOO+88LFu2DMcddxwOOOAANDQ0YOvWrVAUBb/73e8wevRo137Gjh2LG264AXfeeSf+67/+Cw899BBqamqwatUqJJNJDB8+HLfeeqtwDrmOuTcjVuAQGd8iyQ4LCljaopU77L9bO5ICU4T8kuG9Cgdo9ccmkYK2UKKcNF6tKaSS5nQxoNQ+6jdLO9mnbWsB01HSurJwwONGRHyl/K4tmqYAmdRHV7hTwJg0VcUd0yZBN0yXH5qzjps8e+WkZaOkkfVNk5A0TknLItzZ0p60iUi24U5GSQtQg7KGj2qXC6IR1a7qzircaTdYt97nzzWvYorg+3DgU/hjj+GppMFXSbPbR0VUOy9PtJ5E8SIvkvbaa69hzpw5iEQiuOGGG/Czn/3M5f1hGAaee+453HHHHZgzZw5ef/11nH766VmNQywrAGDz5s3YvHmz57otLS3M6969e+Pll1/GY489hpkzZ2LVqlUoKyvDlClTcNlll9k9OEW4+OKLMXLkSDzxxBP46quvsGvXLgwaNAgnnXQSpk2b5hmuzGfMvRWFJmm2khZQ3ZlM6cwNv70zLe7b2SWFA476IwrHGgISZ712VxAaJgpX3UmFUOk5EtAKBOklqRumrW6FuanlCnJsfGk9ESn9bvQWuXRa9QSFOwGgf2+x2ay9nahqlAux08vY1767tisGFUVQ+JBFuLOxxbp+lsYjgd8NvxBtkBqULbJpkxUGuSpp5DdH/ucfckIpaS7VlC5mCVbSiPqcFhUOaM4yHnQeqF+BAcHKjY2oLItiYB+ZalMsyIukvfHGG1AUBb/97W9xwQUXCNdRVRXnn38+dF3H7bffjtdeey1rknbGGWfgjDPOyHmeFRUVuPbaa3Httddmve3kyZMxefLkbh1zb0Shk815Owg6wZ5GK1eu3taZFhYXdEXhALmU0jd2tnenE2r0atRNK2mFCncq9j7p4gVaSSMKhOO/ZRimfRPhk7gLCfI58DciOnTsBT68GRTuDIOIi6TR+YLc+FkqacQbTaikhSFpmW0aMibHVWX++WiiOXk1iyfzywf81vmHOx1iRlop+UHllTQ7RYILd4Y4Tn7usajGeJjxe/AKd6a5wgFF8S8ccB7MNF/FDQAaWxO48/++BAA89tv/6NLcUYnCIa9P6ZtvvoGmaTjnnHMC1z3nnHMQiURkU3EJIQqek6ZzSpog5wtwkzRLSXPvL8zTtBe8wp1MdaeARDLVndQvVUQuTBNdUDhgOl5tgtCgThEzo7uUNGLBwYWFTME8efDKmeZDQMJCpKQ54U5/pSjo3m/vR1VcZDDMKSbH25BpF1ZV7h/qpMcUzbHQ4U5X+DevvbHf+3DhTi+fNC7cGeL3xJ+bOGPf4m2hQ0An/TPWPKpTOKAbpqftjUhJS6TYvE26g8l3G5sCj0miZyCvq2lbWxvKy8tDOeeXlJSgvLw85+IBiT0HOxs7cM/zi7Hgm+32ewXPSTN4JU0c7uQ9hdoTKWHeWj7EJ8gnjVZfDBHx4POnuNAn2S5dIAsMsrVpihUqcvOnn9h1RknrQpJGfQ50+McIoaRp3DlkyW5u8+HVCKZwwCd0aL0OUNIoRU5URRoE1SZpVuugoKIBehvROAUPdwYUVmSLGNUmqzSLcGdaN9DUmmBC5vRvLIySxq9CP3TSeYr2e9xPhDzYpNOckgb2O89XbpIHo2hEZVTm9+dvxBX3fIovqXxb+rJGvy/Rs5HX1bSmpgYtLS3YtWtX4Lq7du1Cc3MzevXqlc+QEkUO0zRx89/mYdnaejw98xv7/WhQH8Is4VLSAsKdlWXEY0gc7ixI4QDfcocQCziEgfFJo4gHE3aipkKrXgVX0sAWL/DHQz+p0yQxn+4MQaBvxHSFp2iePGiio6p07ljuBEGUK+alpGVbzeiQtNzCnUR9IzY3laGUNO85ZqsEBo/l/zpbZK+kWQM+8963uO7BWdi0oxWAdVz0byxbJU0B+6CkhbHgEChpSma/9L74kCf9mye/DcM08c8PvwMAPP6WY39FPyQu+m5HaM9Iid2LvK7mhx12GEzTxAMPPBC47v333w/TNHH44YfnM6REkWPhtzvsmzudsN9VhQPkAmuTIIhJWr9epQAskuYynUVhSJqueytpIhJJK2mMxxelQDidCgpnJuvkpJnMHOzjEeSFWeHODEnrwnCnpjpHT49vZv4MMhUloM9pPmE7v7ZQ+fikAY69ipWXlB3Bs+bGfg7hctK85+hWgwrzMOD1OltkWzhAK4Em9z5jOROGjVKrqCpLrESFA/w+yedrmk67NXI+6HX5ghmmcEBwjaKvW7QF0K7mBP791dbAw5LY/cjrV3b++efb/l+/+c1vhOat69evx/XXX4/nn38eiqLg/PPPz2dIiSLHF0u32X/TxCyqZZ+TtmpTE/73la+xs6nDtYzv3WmHE7l8M9Iup1+NRdJMWESNRz7qkMrlvhA4oUSFIlseFhyMkkaTDWdfqbS3Y3o2oCtG6bw4AtFNi7bj6Mpwp1ebHAPBPml8eNOrM0A2EFlwhO44ELBvsmtVURgVMKzyx6t8YXLS/ObIj1hoJS3f/TEkLUThgBf54qupw1jK8CkIQUoa//nR65OHV6eriML4qNGgLThEvzv6O8A/JD757je47M6PcO8LS6Sq1oORV3XnxIkTcdFFF+Hpp5/GW2+9hbfeegsDBw5Ev379AAB1dXXYts25KV988cWYMGFCfjOWKGokqRBVG0WGcslvuf3vVuutlo4UbjifVWhJvhK5SNFkhgZR0npVxBGNqEilDVcxAZAf8fAKd5JXVnjFvY5N4lQ+J83Zh0M+C5iTRoVQhWa2gs+KVdK6LtwJWMeXTBuMEkv85fwtOFiiy4fCc4HIv4685atKIZho0WSPfkgIq/zxn1OYnDQmvMnNsdBtofitC6ukhQ938uDtWcKZ2dJ/K4yqpakKdMP/3NEPVslMpIE+H9GIgrTutuGglTRiekyvQ6va5CFxcG05xh1Yi7e+WA8TwNdrdqEzqaPUw7BZYvci70/lxhtvxNChQ/HAAw+gqakJW7ZssRuIE/Tq1QtXX321VNEkPBt282HIbCBU0myfNLbjgFd1Z0VZFGUlETS1JoUkrSsLB6CwZramaeLlT9egPpPwbfmoOdspqvuGTatK+StpZH6mh5mtgKSZph2K6UolDYBYSaNCx17QOKJj56TlQTbc4U6nhVA2+V0ikPmpKhCB6no/7PYE2SppQTlo+Vd3Zh/C9UM+4U7mfa6oJMxDB52CwCtpfPiUjEFDy4RE6SptepWopqIDusteI01ZcFj/q0jrzoMw/VvUqWKqM6bsj5Mm7INf/fVzAEBbZ0qStB6KgnwqF1xwAc4++2zMmjULS5cutQsJ+vTpg0MOOQRHHXUU4vF4IYaSKHJ4krQ8TLJFNwt3xwEn54OGTdJKoigviXqStHyIj+PH5O3tpWR2b5hAfXMC78xxUgfCVHcmqYbjhTOzZQ13+eOhodMN3ruw4wDA2hUQiBQ/HnSOFquk5UPS+IR+yjrDJ8QVZkiyiqWk0fsJOzd2xcosc9KCcuhC5Wr5Dua//2wRo33Ssqju5KGq4hxMP7iUNC7cGZSTRtQ3WiGmzwchW3ThgG4Y9oMfGS8a0dCRoEgaHe7kfODKSqKoroihqTWJto40aqsDD1NiN6Bg1Dkej2Pq1KmYOnVqoXYpsQdC98h9MPJQ0kQ3WXfvzsw4HtWdFaVRuz+jmKTlfgMhT+JebaHoPCaDIjsEdP4UWd9ZZv2dSIsvzLmAVdJEZrbum5ZhUEpaF1Z3As7NOJVyV3f6toXysODIh2uIbra0dQa7jF0vCCpFIr1Iuu/c6Dw2AH2qgq2S/MKb7sKB/D7nbHP0gkCIigIgHg1D0sTkKxcljTeYdilpgo4EPCIkjJ/5XtPDkrAlnVdGq2o2SfNpacVXvAPWw2lTaxJtne5rnkTPgLQcluhWeCppeeStisJVtpLGhbRMsHlpxCetvNQKdwJeJK0ASpqXBQdFwgzTdCluro4DjAWH9T+5sEc0NW9Fgq4YFbVbEuXodKeSFhEqadb/vuFOrnCALyrJBfy5oJP6/QoHwvAb2m8tl5w0mlz0qS5BLARx8Ztjl5vZFignLR7TsiLBrvdzKBxgc/ncOWkKtwvR2HwYX1QsRFdoMiRNI0oab8QrUNKoscsz17ydTZ149I1l+Gp1sJ2WRPdCkjSJboXI3gJwJ/RnA9G1lpf26QsePVQLpaSVdzFJ82ywDiePyTBN1znya2FE3ifhzkK016KVNCeM6CzvCYUDAJ+Tln3hgJPzlft8/TsOcOtmqaSRVXiftLDzpY93UG24Xo1+ap+LVOX5VeOPolA5aWFCnYB3QYDCFw6EyUnjQtlB1Z2iffItz0R5oPQ1hKxHdzTgf/+awIKDfq+81AqBP/3uN5izvA5/fXGJ/4FKdDtChztvvPFGAEC/fv3sfpTkvWygKApuv/32rLeT2DPgpaR5vR8Gohse37uTviaSG7quG7bdRkVZFGVx64LFdyEA8iM/nj5pcLd9Mk13cUOYnDTbebwAoUY6J00URhSRBMbMtosLB4h1C1PdKShw4MGY2SqsmW2ucIU74ZwfP0f9MGPSjdrDNIN3zY063oF9/BvFO/v2nmOQIWu2KLQy55C0cLc1z5w0hVXnw4TveXLLk+ow544k/5MKeHoVkRpPlGTa4NlXSROEO8tLrGueNODouQhN0l599VUoioLhw4fbJI28F0YFIetJkrbnQTcMbN3ZjsF9ywMVAm8lLffxfZU0QUiLfF9pxay8JBIQ7swjJBZQ3cmEOw2Rkia+YAPOdokuU9LYccjfisJ+ZjqtpHV14YCHma41N+/tWCUNiGduivkYKbMmw6ySlm9Omm2Kq7Kfa9iwIP09Gdin8EpavjlpfmPnAvK9CKukeZFClwVHCNNePjTJKmmqQIV0j00ebogqLnowYnLSyG+e+r3x32XWzFZA0kplRWdPR+hP6PTTT4eiKOjbt6/rPYm9G299sR6v/3stpp16MCaNHuC7LuEfpXG2Cim/cKf7O2ib2dpKmrMOmQNpOFwWj0BTVSfcKUiiLUi4k/dJo81sqXV4VdGVkya4kdI5afkiyMwWsG48dKUZ7dPWbdWdaXd1p7+SxoaMB/ctxymT98WwAZU5z4W+gTudBtwPBvzrcDlpznZ8ZWq4uVHhzpAkzTcnjbaZgDfJCQvX9nneSkjOXb7hTisnzXmdvZIWxoLDvY+orRC7CweE4U6BLyKvYtPfAb6YCnCUNImei9Ak7c477wz1nsTeh52Nlk/ZjqbOwHWNTF5EeUmUIWl5RDuFT6XkidMuHKDDnZnBSLeBikxeRlmJd7izIG2hPJU0urrTHfpVwKlAghtpMl04JY3s00tJQ2Y+VEEpm5PWxdWdJCyUEoQ7fS04ODXQUBScecz+ec2FL0aw/heHUbPNSaOrO9nCgXBzo0n0wNpw4c6w1Z0FUdECwqnZYvjAKsSjGg4a1jvU+t7hTr4tVJjCAfa7FWzB4d5nmJw0XZCTFqGsR/jqTvo4+C4sgJOTlgtaO1JQFEn0uhpS65TIG+S6wVclCtfNrFxeGsVOitTlY2Yr9EnjLTioCxO5obdlwpokzNnl1Z2u3p1OiI4mRjyZs3r/UTdPQREBefouTLhTycyFrUClwd/g6LZQYarh8oGjpIksOLy3s4tIChim0wSfBa2A0cjaJ40ie/T3L2z0YkejY/Ic9kbKK0Ki+WQzBz8EVY9mi6H9KvDgtUeHIlWAT3Wnyld35qCk8dWdHCMVDR3hci2FSprpJmlMez3u908/8PlVd2aLzmQaNz8+F7Goitt+OanL1fO9GXmd2ddeew3vvvtu6PXff/99vPbaa/kMKdEDQciGV74ZDbJOBfcEl0/hgOia7O7dSY2VmS/d9w5wLlii44hGcr+BkJuGZ3VnULgzROEAOZbChDsz84Pjk8bf0PgbF91xIJ/uDGEgNrO1/vev7nSHvvOFJlC4wjRYD6WkUeFTZpyQJPOAwb0AWKkFYRFeSQu9S7/RfF7lhrAEzW9dVWGJTDiSRoeC3Q3WXVXAfhYcfjlp1LVB9GCWNUnLUUn7bmMTmtqS2NHYidWbm3Lah0Q45KWk3XDDDejbty9OPvnkUOvfeeed2LZtG04//fR8hpXoYSA38jBEy1bSuCe4/AoHBEoaCXcKLTisZYlMHlfUzmXx/jnkow7ZoQrPnDQqD0xYOODdu5McF8lJK6SSZpjeuV78TSetmy7bk65CjEuwBkIqaQWw3OAhskaxyZrAnsP5O3jfTvg0NyVt3IG1uObssdinf/icO5EHn71MEH7LB35KXXfAr3cna2YbpnDA+VtR2NwwUbhTXN3J56S5SZrIgoMtHGAJOX3NEeWkVXAKq4jQG4aJ9XUtGNqvwj6ubzc22suXrq3HyH1qXNtJFAZ5X9GzTfjOJ0FcomfCDncyFxAdf3pmAZ5+9xtmXZ0Kd9IoeOEA17uTvgGQaRJiQ276frlUhejdaRhsOJi8Uuh1hEoap54J8qCSBaysJHswTZMys2XX4b3QkpT7/+5Q0sL4pBWiwwAPtnCA/J8Zhx+fy1sKAu3jxlg6hJy/qigYu38telWEb8nH51axy+C5LBf45ex1B3xJWtbhTva8uZQ0QU4nD/IZk7QBehOSTynKSQuvpAly0riHZdH1463Z63Dr0wvwzw+/s99buaHB/vvrNdIAtyvRrYHktrY2RKMyyXBPgyjcOW/FdqzZ0owPF25i1iWr8DkyeXUcEFxD+d6dgHNjMe1wJ6s++RGcghQOeOSk0bYNpukOt1oXeeq1z4200DlpXj0x+dc0Sev6wgE2LARYjemBgHBnN+Wk8WSNBq2OBYGuEqVJcaGtL5gxqb+7OifNtY9uJmmhG6xn3bsTiGqOIhVWSVM5IhYU7syapIl80riHZf4aBQBvzloHAPjoy82ZcXWs3tJsL99Q14qm1oRrO4nCoNtI2qJFi9DU1IT+/ft315AS3QRyIaAvILs8Kj3Juq6ctDxYmuiGIZL2yWpkDglbSdMy63rfJfIhHvbF1xXudObFtIUS+KR5hTv5Yy+0T5odRuTuoHw+T4IiTF1fOJCp7mSUNOt//3BnF+SkCT4XlSNrNOxlIRiJYu/PbcTbVeBzq0TzAQpDFPk99Jhwp8JXd2anpFkN1tnt3Q85gnEz65BUDUZJ09x5rSILDl7F1hklzZ2OUBLTmO+TKB+XV2JXbWxCKm2gojSKfTOh9MWrdroPSKIgyCon7dVXX8Wrr77KvNfU1ISf//znntuYpomWlhasWrUKiqJg8uTJuc1UoseCkA1dNyzbBgANHk9WTuFAAXPShBYc7hZFqqpANxxbCbuVUjRYScur44DmzicBvCw4xIUDimLdMk14EzagsD5plpKWGYcvHOCVtEwejagFTqHh55PmRx7Id6Grc9K8enda77H/++6bKhzIpXdnLmCPh12Wrc9bENwdB/LfZzbwDndyhQMhJkb/6lSV7d2pCqo7Rd8N+2Euc+0SEUWaRIl8CcMpaWx+Y3lpBC0Z2yHdcFfo11TFsavZeehetakRADBiSDUOGFyN9XUt+PdXW3HMYYNd20rkj6xI2ubNmzFv3jzmvVQq5XrPC8OHD8evfvWrbIaUKALQhQOPv7UC32xoQJ+qEvG6duFA4ZQ0fwsO903H4MKdsRDhzoIUDrhIGmXBYeekudejb/qmaXLVnYVX0lTqPIW14CDnsquLBgC6LZTbZy+MmW3XhTut/1XufxrW/MxQRIv+3CMCRbgr4Jd3Rr8qROEA2Sf5tne3kub1PaAfmoCw4U72exCNsOHOoHQBAHYvVF2gXtMPcQR8cRTg/v2zSpo7Jw2wrsU2SROEO2soJS2R0m0T8F6VcXzvkAF45bM1WL2lGZt2tGJI3wrX9hL5ISuSNmHCBIZkPfjggygrK8Oll17quY2iKKioqMCBBx6ICRMmQNPCl4NLFAcMKidtzvI6AEBDi6OkETJCh8/chQO5jy+61joWHO4wEU/SyAVV1IeRTKsQhQPunDRnJJsYGaaLsJJDUFXA0P3VjkIk7TM+aR65XjwZK6QFSBDIjSgtUtJ87vNdUjggqLosmJJGPncFOVlw5AK/CtRC56SR/ZgeDwJdjbDVneHCndTfAgsOdnlATpru/i47D3rOdz4tKBbyU9LsB1eepFFRDTOzDX388ahzz97Z2IG2TEeWsngE1RVxHHpALb5cuQP//morfnrcCNdx+aG5LYn35m3AoQfU4sChvbLadm9B1iRtwoQJ9mtC0qQ6tneDcIq0IJ8BcFQOmnzwVUXZKmn0+sJwp+F+yqTJB0DnpImVtEhELYiLfpSr2iIQKWkiM1u23ZDJKBr8sRcyJw1wPjv+FLsKB9KFa0sVBGHvzjBtobo4J81W0lQ/kua9jIedv6YqjA1El4Y7fYgYU7xSKCWNehLq/pw0L580vi1Uth0HOAsOTpnzOndOgZG3TxpLukKQNOo6aQiiCwDQp6oEqzc7hQC6YUBVNeY1wc6mTpcJ+BEH9sWXK3dg/bYWAEAiqSMeojXXrqZO3P38YtTVt+NfCzbhP88ag0OG9wncbm9DXlfUDz/8EC+99FKh5iJRpCA/fi+fNGI9Qac78IUD2Vpw0KqU2CfN7X5Pq1WA28yWv3jRF798yAedQ7V2azOeee9btLQnmRAdrfKJctLIeoA4D8oeq4BKGkDdMFw5aew45FwWKgzmB5JDmBS0hfIvHOjacCdfMCAuHPBexoMm57m0hcoFfsUBfvYcBRmvIHsMD2HIUXEvy77jANcWSlNDEVy+gpP+iQlz0tLkQZQmaZxPmtDMlj3T504dgZ+fNNLZL6f40/vY0dhht80jKSulGbKWTBv414KNuOrez7A0hC3HS5+uRl19e6bFnIH/fWWpsNvL3o68fheDBw/GgAH+DbUl9nzYFhwebaHIj54mH7Gohv0HVVH7yG5M+ulO5N4tytdwlLQMSUuzZraqojA33Si1bUFImm7gvXkb8MmizVj47Q7WzNZ+UhblpFn/O+Ev75AU32A5F9CnU7fVPp6k8eHO3aukmR7zpNHVOWkOAaOVTxaqzzLXulS4M8IloncV/L5bTLVhwZQ0ht0UZJ9hISJfokKZbHt3KgrchQMhCC55n0Qkgiw4RDZD/EMaWzggfpCqqYzj6LEDnfW46w/9QLyzqZMJdwJAnMoRXb25CYZpMhYdXqirbwcATPvxaAzsU4ZESsei73YEbre3Ia8r6nfffYdf/epXuPfeewPXvfvuu/GrX/0Kq1evzmdIiR4I28zWg2mRHz3949dUBTdecAR+8aODAGSvpNEXH2FOGgl3qu6bG9mUD3cC7IWbJjx5hTspJY00le9IpO3lChVe8VPS6PAXv8weq+BKWrjCAUKYukVJEzRYJ5zdP9wZniCFhcgnrTKjEpeXurNJvJqvi0Dc4MtLo1wBTNedYz63il1W+DnQe+n26k6/7wq1LG8ljctx8+J8ZB+i35zduzOoujOanQWHPSeBei7ax87GDrS2W4UDREGLZR5ykyndVtTp65sXiGrWuzKOSaMtsWf+iu2B2+1tyOuK/vrrr+PDDz/EkCFDAtetra3Fhx9+iDfeeCOfISV6IBwlzYOkZX70fB6Zqir2DTfb1p10/pvQJ80Od7qVDi8zW4AldRWlUUQ0Fb0qYnndlGjlhzQFT6R0yiXfuUhaOWnsRZIPc6rMDYEdqxBKGpOT5lE44M5Jc5/vrkLMJr1OdadjweG9ndPHtXBzFKlah42oxf87bTTOOmZ/1zInFBo8h7OOPQCXnXIQxo3om1PHgVzAGiXzy6i/CySYdgXxCws/RZJ+EArzgMafN6ZwQFE4MhoU7nTnpIW24OCVNFFbKGGYVxGOATi5bwCXk5ZR0ux2VinDfvBtz4KkVZRFMX5UPwDA8nUNMuTJIa+f2hdffAEA+I//+I/AdX/4wx/CNE3MmjUrnyEleiAMLnzIQ6SkOeoQu4+w8CKEBI4Fh7v6zl3dKVbMykuiuPGCw/Gb88ZlNTceEUpJIwaUybTBhHid3p3u3D5yQxTlpHW5kuZV3elRONA9SpoTPibIqnCgoOFO53yTOUQ0FRMO6o9qQTumbJS0mso4jhozENGI2i1hZMCtCLHLgkN22Q8oHrs74PdAwfqkhQh30n8rrE+aW0kLImnu35ywcCBbCw7bO1J8POR88AVg9Jg7qOpOUvxFqj+Tad2+DnR0+pO0VNpAZ9Jat6I0igG9y7BPvwoYpokl0hiXQV6//K1bt6KsrAx9+/YNXLdfv34oKyvDtm3b8hlSopvx76+2Ytm6et91yIMW3fCahs7lpIlCRFkXDhjufCR2TIGZLVfd6RQOUJ5GnGIxfGAVBvYpz2puPGwlTTfsVkbJlM60haJ7d7raQnGE1j8nLf87HZOTRp7quSsF7xuX2g0WHHS4k3yW8Yh3VRn53hWSSNI3+jBf4WyUNGYcas7Zqs7ZwN+Cw/m7UESXVYW7l6X5fQ/ULJU0vrpTVR1lStNYC46gnDRfCw5ToKSF7t3pHe60xlAz43PhTuqBuKU9ZadslGXC8U6400AiaW0bpKQRtUxVFJRmFLlhA60c5foW2WKKRl5X1NbWVkQi4V08IpEImpqa8hlSohuxeksTnnhnBf73la9d9hE0+PAhANxyyXj7gqHb1Z0kJOW+EWRfOECVlpvA27PX4X9f+RqGYcI0Tfsp068tVJCSJipIyAVRkZKWcpQ0K9wpPjZrucL873fBjxbAhzAXJc30eL8rYPuk6U7+HrkplMZ9SJrGnsdCgCFPIdgTT7jDgia/YcbJFb5KGm2uWrDP2ZsUdjX8vgdMg/VQhQP039YLQj5iEU1YBMCD90ILtOAgSpoajqSlPX7L7vG9qztpkN9aLKra65FctKCcNDvUWRqx51OSse3oDBEq3ZuQF0mrqalBc3MzGhoaAtdtaGhAS0sLqqur8xlSohux8Fur0qYzqWPj9lbP9Zxwp0PkhvarsAmPHe4UtO7JWUmjnu5M08S/5m/EwpU7sGVXGxM6jQhMQB0lLVM4EKVJWuH9qGiSRhSfREqHCbeSRtajwasvXd1xgN5lWJJG0J1KGmCpk6bp3BzKuE4WNEgPwuqKWMHmQn9uYb7DuSpp9PfYq0CnEPBrORZGDcp6PJrcdHOHdb8HiqzbQgkUyAt+cCDO/o/90ae6xDfXz9kuE270KRwQ5qRR6nnMz4LDfnD1+u2ySp6zD/cDeklMs8krPSYhX2GVtIoy57dISG1HUpw2s7ciKzNbHmPGjMFHH32EV1991bfrAAC88sorME0To0ePzmmsHTt2YNasWVi6dCm+/vprrFixAolEAhMmTMCzzz7rud3UqVOxefNm331/9dVXiMfd+SMAsHHjRsyYMQOzZs1CfX09+vTpg6OOOgpXXHEFhg4d6rlP0zTx0ksv4cUXX8SqVasAAAcccADOPvtsnHXWWd0u7WcL0zTx5UqnHHrVpiYMH1jlsa71v90aKFNyzvSii2hOuFOQ2yK4DviCvviYpvPaMEzG50cUWiUkjjQFZ1u4dAVJs/af1p3CASvc6cyLHivFqZZ2wYDA54ufYrQAifv0d5N8Zi5j0wA1oCvBkLS0AVCfv5+SNmxAJa4/7zAcMqJf9l84D9CfWxiBixCRbL9a9Pk3u1RJ834AKHTvTvfYhd+nH/zOItsWKky4k/7bejHhoP7C5UE5aaJiHScU6czabrCerZmtV05a5v204R3uJCijzMgjmXCuaToV86GVNGo/pURJS1rbmqaJHY0d6NurtMffL7sSeZG0U045BR9++CHuu+8+jBgxAkcffbRwvc8++wz3338/FEXBqaeemtNYb7/9Nu64446c53rggQeiokLcV8zrC7Bo0SJceumlaG9vR3V1NQ488EBs3LgRL7/8MmbOnImnnnoKY8eOdW1nGAauvfZazJw5E4BFzgBgyZIlWLJkCWbPno177rmnR3/xNu9ow/aGDvv1d5ubcMJ4MSnlSY+Ti+HI4PT/oqf1fHPS6K4GdE6FqCqO90mLeYU7C/Tx0BdR8pSYTBtMX0z6gpx2KWlsiEwVkFyCglR3Un+L8mMANtePRndUd2qqCk1VoBtmpmI205BaUZgWNjwURcHY/WtRU12Khoa2gs8rVLiTKwLJaZyuVNKov7sjJ61LihFCwq/4iDWzzb7jgGt/IY7Tfqj18UljqjUFht2+Pmmkd6dXTpqnkma9Li+JoC1TEED3XlYUBbGohgSlgHUk0jBN0/N7Tmw8aCWtJKOkdWZy3t6ctQ6v/XstTv/+cOw3uArfbmjE6UcPDxV+3pOQF0k7+eST8Y9//AMLFizA5ZdfjmOOOQbHHnssBg0aBADYsmULPvroI3z22WcwDAPjx4/Hj370o5zGqqiowPe+9z2MGTMGY8aMwfLlyzFjxozQ2//+97/HxIkTQ6/f3t6Oq6++Gu3t7TjzzDPx3//934jH40gkErjlllvwyiuv4Oqrr8Z7772HkhK2mfgzzzyDmTNnolevXnj44Ycxbtw4ABbp+3//7//h7bffxrhx43DhhReGnk934+uMY3R1eQxNbUms2tTo+aOz20JxFw1eohfnpJGLT3bz45U0QrwMg61OEjnCk7w1vsE60DWmoS7lB5ySBtbSgM//8zNJ5T+P6vL8Q3mKoth9S+0bBncuvM5Nd1UhRiIq9KSOVFpHSndUtN354GP6ajMW7M8wj3EKJAIK4aekhSEa2Y8n/rs7UFbiffujf49eDyQ0/HL5+PeCqztJTpqzTBTuTGU6DtDEjC8cEvmkeT5geVpwWK/7VJegrdNKeyH2GwTxiMqQtLRuPUDFPB6aWuycNIfskZw0osK99u+1zP+ARQ5PmriPcJ97KvIiaYqi4IEHHsCVV16JRYsW4ZNPPsEnn3ziWs80TRxxxBG4//77cx7rrLPOwllnnWW/rqury3lfYfDCCy9gx44d2HffffGHP/wB0aj1ZYrH4/jDH/6ABQsWYMOGDXjxxRcZspVKpfDwww8DAH7729/aBA0Axo0bh9/85je46aab8NBDD+G8887LqvCiO9HUZj3pHDmyHz5ZvBmNrUnsaupEba9S17q8gsCbhto+acLqTuv/MDc4GvTTnmGaNuGxlDRnHNFNx4B1ESHb0OFOUYeCfCEKlyRSBlPdSY+V4p5keesNutKS90zrXcU+MOQK0via3DD467p3yKR77rSxzE0hmXJK+f1uut2BMOQpm96dnuP0hJy0LlDSuptg9+1ViktOHoWK0igeeOVrZhkTagzx4OH34ASwpM/bJ836P22r1wIlTaCM0dcXWmUGrAdYwzShKgp1XfQPd/I5aKStX5+qEmyoy5A0zqjZImOsv1lHIu1J0ki4s7KMJmkZJc0nJ+3LlTtw7OGDEdXULu280ZOQ92NvTU0N/v73v+PWW2/FYYcdBk3TYJqWUqFpGsaNG4fbb78dzzzzDGpqagox524BCVX+5Cc/sQkaQSwWwxlnnAEAePfdd5ll8+bNQ0NDA8rKyoSh3R//+McoKyvDrl27MH/+/C6aff4guQWV5VHbgmLLLnGIiA9VEtlc4woHHPNWsbqVDdjqTtPet5WTJpb17XCnYTKebnThgKjXZ77gHcgBPieNPSd8CTxvYut1Q+hdGS+YkkV262VmG1TG39WwK8GSup2kXBb3LhroDoQJ2TuqaO7j7Lbqzj1MSQOAow8dhHEH9nU9XOTXu1O0PISS5jrfzt+ijgNEled/8yeMH4qDhzn3WsNON8kv3Nmn2nkA5H9rIjLmVzxASBodNiX5pB1J7+1WbW7C7x+bgz8+PT/rFJliRUEePTVNw9lnn42zzz4buq6jsbERiqKguroaWgEsAQqBf/7zn3jiiSfQ2dmJ2tpaHHnkkTj11FOFeWq6rmPp0qUAgPHjxwv3d+SRRwIAvv76a+i6bh/n4sWLAQBjx45FLOYOPcViMYwZMwZz587F4sWLMXny5EIcXsFBpOuSqMaUWIvAP9kTOZ2Xz0WO17aSlnW4k22uTX6wJuUzxhMGuz+m6fh6KQo7H8ZXrYBPalFNZao2E2nd1g5VhfVR4gsHyDKVUyit95z1aqvdKmeusG4qpjA/BvBWzLojJw0ASmOkEiyN9oR1wfcrGugOhFG4erqS1t0+aYrH390NWn0irwnChTv9CWw2OWl+2wjDlxxJO+fYA9CZTOPKv3wGIEPSNMrg2ytVwcuCI0PaaimVvpxTrUVV5cRPTQTSpJ1W0shvOsiCY1dzAruaE2jrTDPh0j0VBY8PaJqGPn36FHq3eeOdd95hXr/11lu47777cM899+Coo45ilm3evBmplPUl8qrg3GcfKy6eTCaxZcsWe71169Yxy722nTt3LtauXeu5zu6G3dcypgVWYPLvEzXKzrHgwp1dYcFB5kAraXyYkQxrmCZVNMDmMdEXvEJaAkQiKkB5NCaZcCcJeVqEky8cULkbOx3upOde26swoU5rTOt/x1uJXb47LTgAJ8m4I5G23c397De6A9mY2ebDcXafT5qDQqrMXuN1J3jSmW24M0hJo3fvJTbzcxArac61wVHS3APSv0/7IVl3X3+ZbTTiPyju3ckoaSXunDQe5OFJBL+cNBLu5Ikzj11NnZKk7QmYMGECJk2ahDFjxmDQoEFIpVJYuHAh7r//fixfvhxXXHEFnnvuOcYapLGx0f67V69ewv3Sfm9NTU02SSNmvX5+cGRZc3NzrodlI8wFJBeQSs2ykihl/SCuHuTzySKaigjVykY3TGueCpmzYu+HPIGZyLIykbvO2IRHVexlZB4EKtUWiFyHYlF2Hb6peiGqJQG2OAGwwp10rlkkolp5I4KOAxGuEIM+LpoU9a8pK9h8nTZVmaf1iPd54udaqDn4gTzJJ9MGOjPf1fKSSODYdlFLF/xuDMMMHN82s1W9z1PQHE2zMFW8ItBhK01lv/8RepmmFuRc0kQkGu2a706YeTLKGfddj8e0wIcPWrXXBNcN+rUm+I1oghwrlVqPNE43qM+ekKmSuOB7z6mekYhq/5bjMU14nuljpJeTqEW/3mX2exVlMe4cualEMmV4fp6k/2d1RdxepyJT9JRMG4BizUc3vNW4xrYE9o9U49PFm5HWTRx3hNVDvCt/44VCNs8jeZG0XHOqvEKIXYE777yTeV1aWopjjz0WkydPxs9+9jMsW7YMf/7zn/HUU0/Z6ySTSftvPh+NgA5ldnZ22n8nEgnf7eht6e1yRVVVYUJcqbSB1ZsbMWJoDfMEU1tThljmCae0LI6aGlGLJPYbF4tqqKkpty/4umGiqqoUZWWWF100otn7qWq2zpeiKB77FqOk1Dn/qqbaNLGsPI6yzNNVNKox+yTzKSuLIRp3+s7R65TRT3Yl0azm5Af+IqYbJqKZ9+Jxaxxy3vlnx5KMQkQKHMrKYs75q3LyBPcdXF2w+ZJ7DvkeVFeXMfuuKBf7CpaVFu6c+aG60nqqVzQV5Lm/pldp6LEL9buhYQKB45PPMBbTAtf1nKMSPE6uiJY46kcsFmHGaaPavpWWRO355XMuaWLQi/uOFRp+87Q+F0uRrakpZ77ftX0qAlW+EkrFjcfcv4Gqqnb779j/3955h0lR5P//3RN2Nmd2WXaBJa4gIEEQRVHAgAkxgaAYSaJfRTF76g/F89DTE+XgPBVRxIiAgAKi4KkoSVEkikhacticJv7+mK2e6u7qNHmhXs+zz85Md1fV9HRXf+oT7ezfXm7uTKTOPxm7YAnMk+TezM5OQVZWsuRYWtualp6EjFSHaCbPzkph9p9IanEmJki2kwVtYfMMJCZYUe/0ICdTPh8wosqt6tc4qf9ZWJAu7pOWHri+EpMdsNssokWHkJGagIpq//O51ulFekYy3l6yDQDQ/Yx8tC/KFPeNxD0eC0IS0kaNGmVaRS0IArZu3RpKt2EhMTEREydOxJgxY7B27VpUVFSIGi5aAHO5XMxEt7QgR6fgIPsScykLcqw8dUcwVFbWKRzNg+HtJVvxv18P4rr+bTG0f1tU1/nH6HK64WlUq1dX1zPzSykzUvtQVlYjarc8Hi8qK+tQUdmYd83nE9upqfYLqm6311TuqopKWjAO+DBUVtbD1ahmtwCSNr2N56mqqh5EJ2CzWpj7AIDb5QlbPi3Woq68wn8+XC43yspqxHtJ7pPhanSkJaYOZ4M7cP5qAjbUZLsl7Pm/yGRfI/vtXSrOvR53+M6ZFkTpcKKsFpWNkcgW6rpSw2q1ID09KWz3jRy9/r0+f59a17veGM3eK2agk5C6Zb9lVVXgnnO5PKisrAv5XNLCRGVlHZLCUHtWjpHfnH6MlZXVoKFxDrFaBJSX1zKPoaHvBxfjHiDzHOCfY+TbrVaLwoRMn/+6Wv993uD0iHMrMXfWVtejjBEdT9wnTpbVwOtyi5q36qp6lDHmI1/j9soq6b3uEY+rQ1aaA4dO1MIC6b0mMGz9x0/WMK9Tp9sj+qt5XW7JPnab33f38JFKhX9rapIdr0/sjw9W/IFla/dh3+FKnDgRqISzcu1e5KTYI36Ph4OMjCTRsqNHyOZOs75E8RSR0bNnTwD+h9/+/ftFIY02VZaXlyM/P19xLF2DlN4/PT1dsV3tWLJvKHg8XoUPUzD879eDAID53/2Fq84rFgMHSDZpwK9tY/XFSsHhdnslzq4eTyDpqCAIYjvkWK/PZ+p7uFzSnDzi524PrJRZldWmy+0VBSG7zSLZh17N+qD0DwsWlrmkVvJA9IraK6dKn+KCiDpX9PiyUh1hG6/cH8/rlf0+KrexRWCf83DjaDT/1NS5xUixxASb4b7Ddd/I0WtToP7r7as2Ro/8twgjkoeazD+SXsAI1L6hnEtaOFJcY2FGa5yKZNKN17faHCJHcjsw5jL6sSeo3CNyc6fEP9Un/Q5yvzFWe1aLALfHB6fTA7fbG/DjVZlryTlwuT3idjoQCz6gX9cCrN12BO1apEvaYM1v1XUuZj9VNZS21iqdf5MSrHC5vaiudSkCNhITrHC7vchK8ytCjpfVwUml69i48xiu7d9WfB+pezwcmBGDQhLStm/frrm9uroav/32G/7zn/9g586dmD59uhgVGQ/QJkmPJ/BjFxYWwm63w+VyYd++fUwhbd++fQD8WjeSvBcAiouLAQB79+5V7ZccS/aNR+qp6E69NBnyC474Z4jRnZ5Aegz6cyAgDJivOECl4JC8Vo9iomt3ioEDdrlvCB1RZWpImsgzgQOBCFpyDsh5lk/AiooD1MCI6h8AMtPYJshgkCvI5Q8QvTD+SENHd5JVeayjO40QiO4Mvo2I5knTjO5kRxWHghDDAus0anOFzeAXlUS+MpPZKtuWowxeUI6PzHX0HKHmL2exCIDHB6/X/0euGjVfLVYKDvpas1gEDDm/DW67ugvKymokApB8HgXUS0PRzwG5JS7RYUNlrQt1Trfiezka3W5IlOnxynrJc6D0WA3KqhrQLOvUMHMSIupZl5qain79+uG9995Djx49cPfdd2P//v2R7NIUf/zxh/i6efPm4mubzYYuXboAADZs2MA8lnzetWtXSZqR7t27A/Cn5qBNogSn04nff/cnTqQT3cYbxBfAkRCIflR7Nqgms5Vl0GZHd0KzbTWkoejSElGB6E5ZCg4qupNo9eQFiSNRYB1gh6gTQZh0Iy+wHBiHdDs9seVlJ1H7hW+8yhxZ0u2xrjiQ5AiE65MosljnSTOC/LcOhshGd9KLFPVrwKipRr8/6nUMk3CoRXcaXXRYdITNYFJwsHKreXxESAtcA2q1Ra3UMfQcqZo+h1G706NSB1kOqxxbbb2KSwRJkM1oj47wlM8lZBuJMj1RUa9YsKzZclh1jE2VqMyogiDg4YcfRlVVlalSTpHmzTffBOCvrSnXll122WUAgAULFij8y5xOJ+bPnw8AGDx4sGTbOeecg8zMTNTW1mLx4sWKPhctWoTa2lpkZ2dHNYCCRU29C6/N24QN249KhAivNyDEOOxWSeoKFnJXdzGZrUyTxsqTxqpJZwTaLCNPbEv6k6vLaY0g+X5y4SkSFQdY/QABQVielkGRgkMm9NKTebsWGbj/hm54YWzfsI2VHkvgvUyTplNaJtIEEl96xIdBrCsOGCHeNWlaqSSkgkb4O4ypJk2erqfxdjW86JCcN5YmTf/cKQRFqms1TZo/z6OKJo2a79wGhC2WJo2eW7UKzcuj1wF9TRpLSBM15A1uxTgT7VIhrbrOpUiYu3TtPma/uw5U4OEZq7Fh+1HV7xCvRC1GtW3btkhNTcWPP/4YrS7x9ttvY86cOSgrK5N8XlZWhqeffhrLly8HANx3332KY4cPH45mzZph7969eOaZZ8SozYaGBjzzzDPYt28f8vLycOONN0qOs9vtGDduHADgxRdfxMaNG8VtGzduxEsvvQQAGD9+fMxLQi36YQ9+/fM4ZizcLHnA0WU5EhOsuoKUPG7AJjd3ymt3Mia0kDRptHre6xNXgnK1Pt0X8fuSq+lp80Y4k+czhbRGZ+NA/jM1c2fjeGRmT8JZ7XORny2N7goVrWzzQPwks61vcIuTsryeYDxCroLQNGnhGQsLrfJGkag4wJoLYoFVnkhWlpBbD708aUbMnVrnWyzZ1DjXkYUcy40icExg/qXnS1UtOCOZrTTBr3pfdOoWkrtMTUgTF+uME0Vr0jyyhwKJkE922MT9jpX7g68EAAU5yaiuc2Hpmr2Kdt9ashUnKhswY+Fm1e8Qr0RtVnO5XKivrxeFHbMcOnQIQ4cOFd8TU+Ivv/wiKZw+evRojBkzBgBw+PBhvPfee3j++edRWFiI7Oxs1NfX46+//oLb7YbFYsGDDz4oas1okpOTMW3aNIwePRqfffYZvv76axQVFaG0tBQVFRVITk7G66+/jqQkpf379ttvx8aNG/HVV1/hpptuQvv27QEAf/75JwC/9i0eiquTCE7AX56D+DeVVft/I4sgwGa16ApSamWhLLKb3iOuoJSll0LxSZNr0hoD6FTLQnklxdWlanqpT1oYNWmMybS+cQzyck/yigME0VQWBW2VUosifa82YUc7mW1tg1tcTSc1IU1aKD+hVoLPUNETNgiRqJsYy1KMyrmCmDuNXc965kxWHU7FPopktgxzJ9GkEUFHY3x0vU+1ago0rNqdxGIhaIwbkAppWWkOVNe5xIAeOWQoTE0a5cYgd/sggpkgCMjJSMSBYzU4VuYX0uw2C67o2xpvf7ENv/55XNFu/IQrmidqs9rXX38Nt9st8f0yAyk3Jcftdks+p3OPXXnllQCATZs24eDBg9i+fTusViuKiorQp08fjBw5Ep06dVLts1evXvj8888xY8YMrF69Gn/88QeysrJw3XXXYcKECarVCCwWC1577TV88skn+PTTT7Fr1y4Afv+1YcOG4cYbb4zpqpGgdoMfPekPOXck+AU0UbgxWBbKKluFihUHfIzAAaKSN6tJk5g7qQg0b6AfudMvXd1A3dxpUewfDtiaNGLulJox5fKqR2YeCKfwqIb8uysCB+LE3FlT54KTJF5uApq0cPikZbByUoUJQfB7hvnAKlNEvw6XJi0y7gVm6dgyE7sPVYnvxcTRQWnSWObOwGu1cyfXLNFvRXOnT65JUx8fLdiR+ZLlrC/2oWHu1NOQ0+bO1vlp2H+0GodP1sLl9oi5AQla5k6xkojTo0ifQQIHACA9OQEHUBNIv2MRxKhPVkRnvM0N1XUuZKQaC/SK6MidTicOHz6M5cuX44033oAgCOjfv39QbRUVFWHHjh2mjunevbvoyB8srVq1UiTENYIgCBg+fDiGDx8eUv+RhJ6AXFTB8SONqxPiDGrW3KmI7pSbO2mftDBo0rwyTZpqgXXxeyCgSbNrBA6EUSnE0jDVy4U0lf7kRc4jocWQI+/CsLkzSgXWibmzsjawWm8K0Z3ktwtGHnl0ZA/M/+4vjLq0JMyjkiIIAnw+n050Z5iuQYOau0gz9IK2SEtOQI8OuQDMBw7o+ZxJ5jzD0Z1amjS2SwfreBLdCWgvouTztb8fcpz2fU3PowU5yUhLtqOq1oV9R6rRrjBDsq/WWIi2rK7BrdAYJ0oqXkitDhZBYI6fIK81GkvqnW54LJboCGlaWig5Pp8P+fn5uOeee0LpkqPC/O924WhZHcYNOdPwipS+8ejcXEfKiCbNf3mE39zJ0qSFydzppQIHZBMYLRCKPmmK8iwRMndqBQ40vlczFZLvd1b7XOw+VIkORRnM/cKJQpMmN3c2niebVZA6JUfLJ022MnbYrVETEENB9D8MIpKxpFUWHr+lV7iHpEBoVKVpRfhGJgVH7KQ0h92KK/q2Ft+TdDbZacYSjutr0vTnFfk5ZfmxiYEDbv9/Iz5pXirXmdb9SbbRPrFEm6UnlNPzaILdijYF6di06wR2H6pUCGke2aKTJon2SZNp0hIpTRrROhKLiMUiULVHlc8Suq6vfwESu2vN7fHBTBx6SEKaUe1HYmIiLr30UkyaNImZc4wTOivWl6LB5cH1F7ZDs8yAn9zJynpkpTmYFyV9w7qoki9HGs2dZOWiZe70+ZRljOS1JuUF1qXmTtKO7leUoOWTJq4yVXw8vN6AkKYwd0r85aJl7lTfBwictwE9C3FBt4KwjUkLLS0KEJi0E2xWuD0BB+FomzsJqUnxs1LWQh7JG4/4a9v6tFNCRCRwICxNhoXi5ml47OaeKMgxFpCjlV/Ov516rSJXKRdGgfdyLZFLxVogOZ4S7IxoxGyiT5rSSqF3X9OaNIdESKtS7MtyeyEQc2e9U+mTRpfWIwIZEdKsFkGMPmVVGaAD4+oa3BKhLdrIA8P0CGlme++99zS3W61WZGRkoLi4OOaRjKc68lxkAPDTlsN4c/FWjLi4Ay45W+k/R9/gUk0aMXf6b4SArxRLSFOOJeCTJr3pAyuowL5abWuhFiZOh5vLQ8bpZLYuVXOn9mQbLCwBjJxzMjmrCWmRdBRXQ+uBAQTMjalJdkkYfLQCB2xWi6TGbLijWyMFOY/x4JOqRsBvTvp5JHzSJObOGOZJkyMIAjq2zDSxv/RYOYbypCkWlYHX8hQcRBAxHN3pYS9cJfuH4pNmt0hetylIAwDsPlSp2FfTJ000d3qU5k5Kk0aOJUnJLRZB8byhoX+TylrX6SOk9enTJ5TDOWGE+IXRZsNDJ2oa/7Nrz9FaI/rCKavyR3fKzZ0skyTrM2UyW59kX5a507wmjQ4WoDVpgQlMmYIjMGaXSsJbqU9aGDVpGpOpqEnTMXdGE71ktm1apOPGi9qhKC8V//rkN/HzaJk7BUFAksMmRpAVZEe+qHs4IGcnjmU0ZtJk+ftwRRhL2ozjc6KHXuUE+nyp+qQZ0qT55y1x/lJZ2NH90NGdmuZOVnSnl51zUo7DJtWkFRf4Sx4ePlmL2nq3RJPFcnshiKl1nG6FMCMxd1qk5k6rJeCTxhKCvNR3qqp1onkMF3Vm5/P4d+LgGIJoorwMM6Ca5K73QCXRNESWY11bLA2YMpmturlTL3JUDU2fNLWyUJRASPqTa9ui4ZMm15iRfuRaPUIshDRFMlvGuby8b2uUyLQN0fQLoyft5gbNUrFGTQCKJ9Ty8bE0O6FCtxKNqOVIoRe9Sd8V4UjBoZawm4aVJ03rHLMc70k/+oEDUp+09OQEpDdGIZNcZgR5IBSNliaNrmogF9IstLmTMV/S2sGqWnZqkFDZtrcMP1EVD3YfqsT/fj2geEayfOa04DbIUwDaL4y+Pkm+MI/Ji4JAzJ106go5rMSauslsqRtebBvmHDrVvpPRslBqk1akUnDQK97UJLuoraTHpaZJi2QZIDX0zJ3i57KHhNGUBeGADh5oOkKa/39c+6SJ5k4NoSFM98apoknT80kzcu60UnDQrhoSS4BRTZqKdUHSP9Pcqe/7BkgXmERgS3LYUFnjFAOkCFo+aWQB2+BSJsJlmTulmjRpwl8aWnCrqpWWa9yy+yRWbNiPWy8rQXa6sUARFi99uBEA0DIvFYW5KXjuXX/pyBa5KehQlBkYS6TMnQsXLjTVsBZ0UlpO6NAmR5YmzaOSolzv4Z9o918eWgXWmeZOnehOq8qE5gMMe6WofieqLJS6Js2n6hdhY2j5wgGtPUtJtEmFtMZvHV8+adrvCcrC69HTpNGr9wLukxY21EpXSbVe4eqL/bqpoatJk8wr7C8qKKI7leZOgPjdsheiNGSepTVpRjVvBLeKVUJOgszc6f/vHxtdwYZun6VRJMJeXYNHsS2RDhxgaNLE6FTGs4H+Tp//sBvf/FyKiTeehSSHDS9//CsA4Ms1e3FLGNLbHCuvk/x21TLNndn53LCQ9thjj4VlYhEEgQtpYYa+JiUCm08qHCmOkwlYCXYLrBaLWM5DNHeKPmnKNpjmTp1ktiyfNLEto5o0te9ERTIpNWkBYVNtNUcLGeHM7G+3KsumBMbVuI9OdGc0kTtxa/nRCAhk9Naq7xdu6MmPpEyId8g1Fc8CSSBwQF2TFj6fNHb7TQ2pRlD5PaRaMXYbRpMHS4OjDGjSfOouIDQ2MYWFssC6WXMnEBDWnC4PVv1SivzsZHQuzqYWyMp2iDWh3qnUpDlYPmlEQygEfNJ8PuXzgX5fXu1EebUTK385IKk7zYpENQr9HPR4fNi6+ySzbyCCgQMtWrRQ3VZWVoa6Or/d2WazITMzEwBQXl4Ot7uxZEtSErKyskwNjmMMlmAG0JFA7Ie8/OJJsFnRLDNJjMhxiGU4/NuZ5k5mdCfb3Olh3JzSyQcwqohRFzwDQqFWdKfaak4SOBAhn7QUhZCmp0mLYLFGFRT+SBo6TpKyAYheCg4AKK8JmC1i6c8kCMYDX9RMifFEQNsn/TwyPmmnhrlTTyMYTFko+hh6LvN4fWJWfa1FkaTigKHAAaUmTSsSk8ZmtSA92Y7aBg/SGuc3IqRt3n0C3/12CAAw67GBAd9kxokicyDLb4v2SROjO120T1pg/pSbFJnpo+DDNxtKxff7jlShweWR9GMU+rnr9nqxZU9ASKuTCZwR80lbuXIl8/MPP/wQzz//PHr16oUJEyagd+/eSEjwOww6nU6sX78eM2fOxG+//YYxY8ZgxIgRpgbI0Ye+AH0MrZqaQCMX3uw2C5pnU0KagYoDrM9scnOnR+6TpmLuNBHiqSZ40qtM+eqP9klTc161SQIHDA9HF7p8i1lNWo8OzcI3EIMo86Kp70unwoimubPBqTSJxAKLICiKQauhZkqMJwJ+c+pCQ/h80ujXcXxSdNArb6VnDgW0U3DQ2+hckIY0aV6fIY0YuXdZJfeMRG0/PLInnC6P6CtKnh97D1dL9tMyd6rNgYBKdKeH9kkLtCfXVrFMoMfK6+F0e2G1CEhPSUBZVQN2HahA5+Js9S+pAv08crq82LGvXHyvMPea1KSFNKP+9NNPeO655zBw4EDMmTMH/fr1EwU0AEhISEC/fv0wZ84cDBgwAM899xzWrl0bSpccBj4VTZpZnzS7zSLJN5UoM3f6GM34GAKgVUxmKw3pZkd30uZO5jCZaJlw1SYW2myrpvmJmLmT8tmQZ8sPaNKkK7gpo8/BoyN7oFdJLIQ0+Xv1c0Gfp2iaO2+5tCMAYNiA9lHrk0WrfH9OKCPfXU0AiidUfdJUhIaQ+lJ53dQwVRZKTUgzGKjh8dCaNH2fNH/Eu4E8aazoToMpOACgMDcFbRpTbwABs2d1ndRRXytwQCsQQhrd2ahxo/OkUfefXFvFWtTvP+I3b2akJuCMVpkAgO2UcGUGur+9h6skwRJyIc2t8uxSIyQh7Z133oHP58Pjjz8uidiTIwgCHnvsMXi9XsyaNSuULjkM6N9cqlXTMXfKfdJsFkn+GHJT0Boorb4JSp80n6Q/tUgoM6WhjAQOqEV3agYORCEFh0JIY+wDAOkpCShplRUTDYPR6E5AaraIprlzQI9C/HPCebisjzJRczSZMLQLzu9WgKdv6627LzHvxbGMZii6M1zjD5TJatqaND2NIG3WNZwnTea7S7Z7NBJ2s473GC0LRfKMMVNwmP9tiLuMPOUFK8qfIC/TJ35utzDrnzqp6E6pIKtv7iRJ2zNSHChplQUA+LO0XP0LaUBr6sqrGyTb5P51EYvuZLF582akp6ejoEC/VE2LFi2Qnp6O33//PZQuOQzUfNI8OuZOpiYtixLSEvTNnVqBA4pktixNGvXalCZNLQWHN6DqVovu9PrUAwdskvQgxsejB71CTFZo0vz/FXVEY5inQZknTWNfaudo5kkTBCGkkPlwkZORiDuvMFbHuCn4pGmZZIn/XbjNnfF8PoygJ8BK/HAN50lTbvd6fMajOxnmTi0NKCsFh5FC7mqQ6E66mg3ArjxDUDN3yudMVnSnIAhiLWG3xycRbrQiKjNTE5Cd7g88qqlXBiwYgT5n5dVSzaFCkxbNPGk1NTXweDxwOp0SMycLp9OJ2tpaWK3mnfI42tAmR2bggIrWSX7h2m1W5GcH6n66ZWWLWOZOtk+aPHDAK+lPzSfNnCZN3dwZiO5kC2k+r1bgQDQ0adJ7gPSjSHIbQyFNbmrREr4kQloUzZ1NkabgkxZIZqscJPG/C1vgQBM4H0bQ1aTpmEMBhpAmMwBbLQLcHv/iW61iCqs9D2XutBmq3amsOBCUJk3FAV8rGMFqscAiCOKzIDM1AX3PbI5W+amy/ZRCGjne7fHA4/WCnk7Jd+rUOgvFzdOwdO0+cVtmqkOMKjUbeUmgj6uokWnSGuQpSKLok1ZUVASPx4PPP/9cd9/PP/8cbrcbRUVFoXTJYSA1d9KvdcydjMABOhdNZqp/dUHuJa+ilLq2uZPcOG7NwAFakxYGcyeVuFFh7hQrJ6gHDkTK8Z1OVKv0SVPuA8RWk0afFi1nXkA6zliOuSnQNHzSpP9Z28K9gIjj02EIi44QJkmnoWru1HnP0IxpmTslmjQDwhYzmW0o5k41IU3DJw2Qzjc2qwXDBrRH387NpWOVWWmIy4VceCOQ/Qaf0wqX9Ja6R2SkJoiWDvlxRpEIaQpNWmjRnSE9ka688kr4fD5MmTIFCxYsUN1v4cKFmDJlCgRBwJVXXhlKlxwGXhVNmjz1heI4hk8aADx5ay/ceUUntC/KAEBroAyaO2VlobxycydtGpC0xRwmE9XoTkqTpmnuVNmHnvTCmZ/MrmnubNSk2eNTk6bnEC9NFcArzWlBftN4FkoCfmKsQapr2YKhKZh/jaAXvSlJTGs4ulOpSQP88znRpGktoJjRnUHW7gxmLmKVufPR1V4MCGlqi2bF3N74Xq00FC2kpiXbJVc2rUlzBalJYxWlJ7nj5BUXouqTdtddd2HFihXYtm0bnnjiCbz++uvo06cP8vPzAQBHjhzBunXrcOjQIfh8PnTq1Al33XVXKF1yGNDCFi1IkY/VokmU5k7/RdWuRQbatcgQPyfRe8zAAVZ0pyJPmnYyW+LnYk6TpiakUas/lWS2RvOkmTG/6pFgs4hJX5MTVVJwUK4AAmKrbaFPi54mjbagcHOnNtoCUHygJUiGW6g6Zcyd9GsVM7G4PYjAAUDuY0b8bjWENCrQQBAMaNIYgQOBxWwwPmlKIU1ixTCiSTPovycGq0nMloH+6UW51WJBSpId1XX+gIbM1IRAfrZgNWkMy05WqgNHyupi65PmcDgwe/ZsPPnkk/j6669x8OBBhemTPHgHDhyIv//973A4mkZm8KaEauCAaO70ot7pxvHyehTlBWz7rMABFqK5k3FtsT6T50kjF6VW4XOPz8dsSw2tYAjR3Knoh4xZfaKQlF8Jn4yGBLsVwwa2h9frQ0qiWgoOKpFujM2G9INGX0ijJ1VLTCokNBUyU/2+u/FcIUHLJEuui7DFh5wymjR64cnaHngdTJ40ervH64WrcU7VujclQp2gL9SFUruTBV0hgOD1si0qNFJNGnsfNU2aKGjKtFXyPHEZKQmikJaR4hAX58Fq0liCV1YaW0iLWFkoNTIyMjB9+nRs2rQJX375JTZv3owTJ04AAHJyctClSxdcccUV6NatW6hdcVSQmjupz6nozllfbMOGHcfwzO290bq5P6+TXO2aYGP7EJg2d1JOnPT41AQjOjWGUbRScIjmTpkmjf4eagIjPdmGW9i4rE8rAEClrMAvK7oz1r5d9PypZ8K0UpoXi0XgQpoGl5/TCh2KMtGhKEN/5xihlSaEfBau6zMQpBCW5mKGkcABokk3moJDy9wZKJiufuIk0fXkdzNZcUD0fQuTT5rXrLlTRaiUz+1qaZ8IcmEzLTlgzchMTRC9rd3u4OYulgmTLMSUPmlRNHfSdOvWjQtiMYKWbSQCG+WTdqy8HgBwvKI+IKTJhCK1VZlY85KlSdNMZis1dwZCr1mTkS8s0Z0+SeAAWxj0+timVzmREjbkEVasAuuxNhua0qQJxB+E+6PpYbdZ0al1VqyHoYmWSVPUpIVd89W0pTQjOeRI+TQ1AdeoJs1L+6QZrN2JRmWOduCA0ict4N8bfAoOGq26yYQESeCAOdMwq/4ooLTipKf4NdqCAKQlJ6C2sV41SYZu9vuyNGkk8E4e3WlWSOOz6imAfu1Or3hhsLYT9MydLE0XS67Sy5OmVqMubIEDKiVQ6ElLLXBA3lYksNvYZliJuTPG5h8z0Z3kNEez2gAncmgVgRcFOK5Jk2DEnKkVNQuoz4sE2nxJfKeMaMbo6E6tRamNoYUKu7nTiE+aVd+ioKgUo6tJk/ZJhLSMlARYLIKkz2C0aSzBK4sIaU6PtAB7tM2dNNXV1di6davE3Nm5c2ekpqbqHMkJBZb2DJAmsyUXEb1KMiqkaQYOaOVJk/k4qJsY1dtSQytwIFDXjm0+kEQYaQhDkRLS1AIa7HFk7qTPi9ZqHVCatzlNG3LpafqkhXkR0dR90tSqqNAQi4GeEKf2njZHEg2XEU0aHTiglSctoEnzwefzQRCEsKfgkAiMBnzS1LTzipJ/FukzR90nzb89gwhpjYKUjVo4uzxeOGAun6uaTxrgf4643F4x2lVNwaBGWIS0HTt24F//+he+//57eGW+QhaLBRdeeCHuv/9+lJSUhKM7jgyJuZMR6UkLaRIhTibo6PmkseQiLU0acQwlgqFPxcQoBKNJ08yTpu2TRjuvxsLc6U8OGyhKTiw9cRU4QL3WqqcHKE0NnKZNIOKSJaT5/4fr8tTTLjUV9HzSAEpraDS6U8WkR2vSjFYcED8zoHkD/M8GmzUwRwWlSVMR0vSjO5WF1OUotIxinjQVc6fMxNos05+0PT8rSTyOJNENJlca63lEzJ2AX5tGhLSomzu/+uorDBs2DP/73//g8fjVevSfx+PBqlWrMGzYMKxYsSLU7jgMJIIZJVcEojt9ighL+WvAgLmTIbSwtE1WWXSnniZNy5yqhpa5M5BdW6Uf6PtFAJET0gDp5EomHFpIjrmQZkKTRsYfaz86TnjQTGbb+D9cWlMtgbApYcQnTS/oQs3CIN8urd1pIAWHz2AyW5mQRv8PRnPKypNG+wOrjcVmRJOmlydNpcA6uW57dmyGu67shGED2ov7kOdfMBGeLMErKdEmCqp08IDZAushadL279+Phx56CE6nE4WFhRg9ejT69euH5s392YEPHz6M1atX4+2330ZpaSkeeughLFmyBC1bxrYg8qmGWjJb8ppeHWhp0oIxd2pGdxLVs250p7qmTg2tFBxulcSNYj8GfTSy0iJXF9JmFdDgIuPy/6fPf6wjJM34pFm5Ju2UwqKpSWvcFqaf+lTUpKmm2NAxFev5pFkkQhrbpYOG1qT5DCxK6bY8Hh9gh2gZC652p46500DggGoKDtnncp80ed4yr0wjaLNa0K+rtOY4mZODyZXGMncmJVjhSLCiweWRpOEwm8w2pFvt7bffhtPpRPfu3bFo0SKMGDECrVq1QkJCAhISEtCqVSuMGDECixYtQvfu3eF0OvHOO++E0iWHgVoyW/pBT7Ieq/mvAVqaNHVzpJFktl7RH469KjOrSaN9ypTblKsmsR9L4HuolYUCgAeGnYXLz2mF87o0V2wLF7RAw/JJi7WQZsYnTb6K5TRt9AqsA+HzSRNk/5sqxnzSyH9jJjxFCg5qkWmkwLq0difbBUTSPjVfihH5IaTgsFkFxXfSKslHMJKCQyHQypPZUoKWzxewnGgtykVNWjDmTpYmzWFDYgLRpAWEtKiWhfrpp58gCAImT56MlJQU1f2Sk5MxefJk+Hw+rF69OpQuOQykPmns16wSUXJBIEE1BQdpj2XuVO4vJrMVApME3Z9abjKjgkmdLKSZxu31iuNUT8Ghrf7v2jYHNw5oH1GTIz02lhnEbARQuDEX3SmdIDlNG63AgVb5aUhMsIo+PaFyKpo79TRlapZiecSsWgoOj0khzWjtTotFEPvUS0BuBEEQ4EiQjo/2SVOt3WmlzZ0qmjQVLSOragI9l2oJm2rpOwibdh3HrgMVzG0sE6YjwcoU0swWWA/J3Hn48GGkpKQYCggoKSlBamoqDh8+HEqXHAaq0Z0sH7KgfNLUhSi2uZNE2pCLvvGGVw0cIG0xu1dQU+9S3UavoOQTGP09SF+x8v1i+aRJEulGKLLUKJLanUbzpPHozlMCLU3afdd3Q4PLgyRHeBIDhDsQIVbQw9eO7jTuDK+ZgsNIgXWGe4eesGW1CHB7AoKUWmJwoyTYrZJFtelktqrRnfK5Xfo5rdmin3NavpRiaSiGkHaioh6vfroJADDrsYGK7XIfOEeCFRZBQGKC/z6R+KRFU5Nms9ngdrv1d4T/Ye5yuWCzhTXrBwdaedKUFxudwFYu0dv1Kg4YTMGhLLAu9YdT06T5YOziJUJaapJdsc1JCWlqjrjSmzb2QhqLuNKkGUzBYbM18SctB4B2MluLRQibgEb3cSpp0tTNmeS/MZ80hbmTSpEhatKMFFg3GDggP2bP4UpUVDcYOk4NuV+akWS2odTuJPvTghYtQGmaO63q5k66SgxLiJN/ltSoQWNq0qLpk9a6dWs0NDTg+++/1933+++/R0NDA1q3bh1KlxwG6kIaY98gfNKIk7DZFByRSmZbU+dfGNClPQguA5o0+oaKB00aa842m0sn3Eh80oyaO7km7ZQgkAstCn2JfUa+r0hCnys9TZp6gXW99wEBym2g4gC7jJQxrfjuQ5V4dvYG7CytkLRlFrmQ5jGUgiMctTvZygitCHSbRnQn7QpU16BUTCmEtMaFDNMnzeQCPKRZdeDAgfD5fHjqqaewa9cu1f3+/PNPPP300xAEAYMGDQqlSw4DWhhTi/QkaKXgUPNJ09SkMQMHGm8YQXrDqKm5RV8xgxevEU2aIKivTGmTaOyENG0fllgHDpjySSPmTu6TdkoQTe2WnjN9U8GQTxoxyalsFwRBct+p1u70eKkI9vD5pNHbd+6X+l4Fm15HLqT5fPppPWiLjtEUHHIXG1pbReZSQaNPQFuTRj/6WEKa/FlKzJwsc6dZTVpIeuvbb78dn376KQ4fPoyhQ4di8ODBOPfcc5Gfnw/A77P2008/Yfny5XC5XGjevDluu+22ULrkMJBq0qjPdXzSzEZ3sn3SpO+tFiHge2GVmTt97JvTvCZNXUhzuT2N41B+FzIeeqVktQgwaGUNK3qatNiKaDKfNKMVB3h05ylBSpL/sZCSGHnXlFPH3Em/VhfCAO2FoUUQRJcUtcAB2qXDbrDAulEhjYwxMy2B2ZZZ5KWhDJWFMlB5RT26k6VJk6bfUMOm4ZNGC2GswDWlJk3d3BnVPGmpqal46623MH78eBw4cABLlizBkiVLFPv5fD4UFRVh5syZvERUBKDTbvg0NGXyz+Tb1XxNNAusyyQr+kYI+Ddo+0VoRY+yqKn3r0pSmEKaev4gImw4XVJNmjcGpkVpdGf8PaCCie7kmrRTgxsubIfOrbNxVvvciPclyP43VSQ+aSr7JDfOr1o+fRZBgAdsIYbMmySdEqCXUoPSpBk0d5Jj5FNxsEFBTHOnT9qXHEntTsOaNLm5Uxk4oOeOoaVJkwppLHOn7FmaIDV3NoTgkxbyUqlDhw5YtGgR5s6di2XLlmHHjh3weBq1GVYrSkpKcMUVV2DEiBGaaTo4waPmk6ZnniQX3rUXtIHDbpWUsaAh1za7wLpMSLOwV0Fa5UAC+ctMmjsT7RAE6YRCVpmsCcAqrkQDN4xFEOCNgd5KT5MWa4KpOMDzpJ0aZKcn4vxuBfo7hgGtSNKmBD3dqGmIbrv8DOw7UoWiZurPQcECoHF6UtOk0UKa0dqdZgMH5Jqh4H3S1FNwqCazpY5RCxxQrTjAKAtlJHE5QGvSWMqNQHtMc6fsfCU2atJYEaNmozvDos9OSUnB2LFjMXbsWLhcLlRU+O3ZGRkZsNuV2o5gOHbsGFavXo3Nmzfj999/x7Zt29DQ0IA+ffpgzpw5mse6XC68++67WLRoEfbt2we73Y4zzjgDo0aNwqWXXqp57NatW/Hf//4X69evR2VlJfLy8jBgwABMmDAB2dnZEenTLGq1O/U0aeRmOffM5sjVyHsU0KSxojul7+kHtTzvl26eNJOBAylJNol5AABcLvX8QQEhTV2QixYSIS0O9Qj0qTFau5PnSeOYpvE6C3fB9mhjpCxUm4J0tClI12xHmhSXrS1yOtX9blltmfFJI8fInefD55NmoMC6AU2ampaRjFNiMfIYm+81NWmUYFVrQpMWqCXqo/aNoiZt4MCBsFgsePvtt8WoTbvdjtzc8KvJv/jiC7zwwgumj2toaMAdd9yBn3/+GVarFe3bt0ddXR3WrVuHdevWYcyYMXjooYeYx3711Vd48MEH4XK5kJOTgw4dOmD37t2YM2cOli1bhg8//JBZ4iqUPoNBLaKTKVQxNGl6Kwy6MLlWe4D0RlBo0nTzpJnTpKUk2hsnMqUmkaXVEX3SXHEgpNniW5NGG20Mp+Dg0Z0ckwTSfcR2HKFixCfNCPTcKL+bRHNnoyXA6H0pqd2pI2yRW1guqAQbuZ0oM+36F+va868kBYdqdCc7cl80d7oZ5k6d7263sQVUug1Axdzplfuk2SR90po4s+mVQppVjx07hpMnT0YlrUZqairOO+88jBs3DtOnT8eECRMMHffSSy/h559/RlFREZYsWYJFixZhxYoVmDFjBhISEvDmm29i5cqViuOOHDmCRx55BC6XCxMmTMB3332H+fPn47vvvsMFF1yAY8eOYeLEiUzBItg+g0W1didLk8bYrr+68v83a+60yDRp4s0iL38Cth+EGiRwICXJrpomgDWpECFC1KTF0DxHq/HjUYtAn1fjFQfi73tw4h1i7mza1440ujNM7aiY9JyN5k49H1B2dKfeMWyTX7AL2vO6NEePDrnMai+hBA6o+qQxqgYY1SLarX6tn65PmpMVOODffkG3Apxd0gznNpYUDFQxUGr2jBKSkJaXl2dY+xEqN9xwA9555x08+OCDuOSSS5CTk6N7zPHjx/HRRx8BAJ5//nm0bdtW3DZo0CCMHj0aADB9+nTFsW+99Rbq6urQu3dv3H///WIS3rS0NLz88stIS0vD5s2bsWrVqrD1GSxqgpmW5svrDaSO1TNTaRVY1wwcoCYcj8er4ZPm/29Yk9a4kklOtKlO7iyBIRD541WML9rEuyYtmIoDesIchyPnlNGk0a9D0aRpaOQCQpp+cXVAJXDAYAoOeZHxYKM7i5ql4v+u74ZWeWmNY4F+4ICBFBxqAixZ/LIC5PS+O0nGzY7uNOaT1rZFOiZc2xXNs5Ml4wnFJy2kWfW8885DfX09tm7dGkozEWPlypVwuVwoLi5G3759FdtvuukmAMCWLVuwb98+ybbly5cDAIYNG6Y4LiMjA4MHDwYALF26NGx9BgvLxEkXlaVh1fDUE1YCSRSV20gXYuRSQkC9LQiCNKGiap40sz5p0sABFmyfNJmKPIbmOVaB9XgimIoDsTQfc5ooJHAgDv0yzSA1dwbfDj03ytuRR3ca9RU155Pm/y8XVOg8X8FAjyUcKTjMaNIC/WmfL5tBnzSt6E75M4a0qVamygghPaXGjh2LpKQkPPvss6irqwulqYjw66+/AgB69erF3J6fn4+ioiLJvgBw6NAhHDlyBADQu3dv5rFnn302AOC3334LS5+hIInobLwW1JRStCaNEIq5k7TTrjAD1/Vvi5sGtZceSwlpavUyyVvTKTi0NGmM7yRfecbU3Emn4IjZKNSRRHfqPAzIdkdC5PNqcU4tAslsYzuOUDFSFsoIWoEDZN4kObf0fECJW4k5nzS2X1ZWWqLe0HXa9f/3GgkckPikGUvBoaw4QJeFatQ86pk7DedJU684oPaMiVnggNVqxbPPPounn34aV111FUaNGoUePXogOzsbViu7DiQAtGjRIpRuDbNnzx4AQKtWrVT3adWqFUpLS7F7927FcXa7Hc2bN2ceRwIG9u/fD5fLJUaxBttnsFitFskE5xP8KyzWagDwC282m0WSEDEhwaq5KrM1qp+9PuXqjZhCbVYBQ/u3VRxrtQhwQaolc9il/ZEbzGIRdFeHTpdH/G4ZaQ5V/w+7zaJoK0GWWNFqEWIWkZhART3ZGGMlnwOB1WE0x0pP5kkOm+bv0r97C1TWOnFJn1ZxH+EZi3NplqYwRiA847SauPeD7iMK55MWLOxW9v2sBRkbvYCVz2FEo01SCLHmOMmYGucYWpOWYNee64kmiOzfPDsZN13cAW1apEvGafZcknb9KZN8jeNjj58ONlDbR76yJfuR9B0ej08co49Krq713UkkqsfrU+5H9Vfv9Ci2E2WF/FlKkvl6fYE2zZb8C0lIo0s81dXVYerUqbrHCIIQNfMonQpEDbKtsrJS/Ky8vFzcprYqyszMBODPpl9dXY2srKyQ+gyW9PQkJCUFskPb7VZkZaWgniHtA4DVZkFWVgqsNYGCsTk5qZratMwKf5FdQQCysqQ5fhIb+3Y4bIptAFkJeZDgCKRiyc5OQXJi4D3xQUhOdjDboDlR4dfYWiwCCvLTVVXYiQ67oq1at/TmsFgEpKerpx6JJGkpgZx0aWmJ4lg7FWdj256TyExVnotojjUpMXBN5WSnaP4uWVkpOKNds2gMK2zE6nc3Q1MYIxDaOBMb5wEyb0WSSJ7P9MoGST/Bfhda+MnIkLaT3qjNIgtsRwJ7ziVkNY7J6wsIEdlZ2vdyYCHrfx60a5mJQecUK/Yzey5Ju0lJDnFhn6FyngRbQCzJzEhm7iO36pC20tP843J7vOIYk5OrGsegfb7S0/3nV7D4n5HL1+xFq/w0dGqTLV6nAODy+JTtkEoNsu+UmeH3TfMJgvi5PBJUj5CEtGCCBqIVaAD4U2EA0MzVlpDgfxjV19cHdRy9fyh9BktlZR2qawL919e7UFZWw1TJAkB9g397eXWj4AWgsqJWs4/qav843W4vyspqJNtqGvt2uz2KbUDAlFlG9VFVWYeGuoCQSCaQqup6Zhs0B45WA/CbOsvLa6FWQMnnZYy1Wnq+rRYBlZV1pqNtwoGLSkhZU9MgjnXckM74cs1eDOpVJH5mtVqQnp4U1bE6nS7xdW1NA8psOg7HMRhjMDSFcTaFMQLhGaezcZ7yepT3a7iIxvmsrgrMLTU1+vOYHDJGgXo+VldJ2/E0atCqGhfYguDT7Keu1j83O10e0cRWU12PsgR1bZK3cb+6xjRHHtm8Huy5JFVdKqvrxejU2toG5vjpZ1edyj5AYyLyxvNV2ziHNtT7z43b4xXHWFHZ6Irl0z5frsZ+a+uc+H3HEUz/9FcAwIxJF6KS+n0ra5RjIj579fVOyTbyGzQ0uFFWVuMP2DMpAoUkpH3zzTehHB5xHA6/tsLlcqnu43T6f9TExIDN3cxx9P6h9BksHo9XYtp0e7xwu72SMhQ0brcPbrcXzsbtFougiOSRI/qx+XyKfQPv2e2QlSGt2fN6le2QtvTGUtkoXCYn2uF2e1U1nczvJbs5rBbBX6xYp89IQCsufdT5SE9OwE0DOwBQRlhFc6w+qhtBUI5FjVidT7M0hXE2hTECoY2TfmBF+rtG8nzKayIH2w89n8nbIf5ZxCfNarFo9kOCMVxur2i+9DHmcBriJ0a0dYLKvG72XJKv5XZ7RHOfT+U8CbLXav1ISvr5pPu5PT5xjCQvpkXQftbRgRmVlKXpy5/2IjM1oJSpa3CrPgcF2TjIdyHPZaeL/VzWIiQhrbCwMJTDI056ut+OTkyQLMg2si8QMEdWVFTA5/MxBQFiErVYLJJ6pMH2GQo+yQTR+F9FXCefG82RBmgXQA8UTdc+lkwsAtQDB4xoWUnQQGpj8Wf1PGmMFBwKZ1Me3akGrZLXi+7kcIJFDByI7TBCRsvh31Q7FvV2EmR+UHopOGxUyiGPSvShWv9imqIw3frk/Egrz6gHBZByf5q1Sa0CSIW/QOCAMprSrZM8lyDmNKOEWgD45uf9uKx3wMecaPqOnKyF1+dDQU6KWDRdPl55tKnZ9BtACNGdXq8Xf/75J3799dewOMBHguLiYgDA3r17VfchaTDIvvRrl8uFQ4cOMY/bv38/AKCoqEhi2gy2z1CgnfJ9MiFMjpiCQyX7PwsxESGjTZ9OpA65MY6c9Js7M9Mcin21yk7JITcIyeisNiEyU3DII29iWhaKjtmP2TBUoZ1bef4zTqQIRHfG4U1ggrCl4BDYrwFliSW9ZLZ0mSMyt5qt3RmuOZIu3K6XzFYQBHHO0RJE6aToYtUTIphKykIZTGbb2KfL45UIeXUNHuw5XCW+r2/wwOX24PH/rsGTb66Fy+0JRJBa2YI0Ec48Jv3RgCCENJfLhZdeegl9+vTB1VdfjREjRuCKK65A3759MXPmzKj6nOnRvXt3AMAvv/zC3H7kyBGUlpZK9gX80ad5eXkAgA0bNjCPJZ/Tx4XSZyiwCqyrCWnkc6MXLkDluNGo3alldgSAw41CWh6jRmhAk6Y7FFENT6Ij1YbPurnlIevBJmgMB/TNHI8iED2Z8PxnnEhxqhRYl1YcCP7LaKXySDAppIk5uuh0S3opOEjtTjfRpIVndqIX+kYExoTGYDKtNCOSElqyqie0yVEvLxshoEnzSYQ8QFrU3gfgaDnlw+7yqqbgsMk0e1HRpN1zzz2YNWsWqqur4fP5xL/y8nK89tprePzxx00PIlIMGjQIdrsde/bswZo1axTbSWWAzp07K0pbXXbZZQCATz75RHFcRUUFli1bBgBiUttw9Bkscn8I+Wc0Htn2UM2dPh1zJ7lpDp/wC2nNspRCmiC2r38BE4d7supRz5MW75q0ODd3UpNJPI6Pc2pArqymfo1FI5mtw27W3MlK6K0TACTLkxauKZLOl2lEaLqsT0v0KmmGFrnq0Zj0fB5IqE0E0yDKQqlo0gCpkAYA5VWBYD2v1xdIZqswd8o0aR7i62ccU0La0qVL8d1338Hn86F169YYN24cnn76adx1111iiajPP/8c69atM9NsxMjNzcXw4cMBAE8++ST++usvcdvKlSvx1ltvAfALnnLuuusuJCYmYv369Zg2bRo8nsbImqoqTJo0CVVVVejcuTMGDhwYtj6DxSfRpJH/Opo0g6sLQNvcSfoRVNohN8bBE/6Il2YMTZpo7jSgCSaatICQxt6PWWBdJUt1LJAKaTEbhipmEy5yOMFA7v2mrqyVaMBC8F+waGjkzGrS7IyIbMM+aaImLbzmTmkyW/X9rzy3GPdc21WzfytLk2aRCkUAXWDdmHlY7pMGKIW0E5UBTZq/mo6KJk2mzXQHTE+aY5G0YXhPAIsWLQIA9OvXDzNnzpSkobj77rtx6623Ytu2bVi8eDH69OljpmldDh06hKFDh4rvSYTkL7/8gnPOOUf8fPTo0RgzZoz4/uGHH8aWLVuwceNGXHXVVejQoQNqa2tFv7A777wTF198saK/goICTJ06FZMmTcKMGTPw8ccfo3nz5ti9ezdqa2uRm5uLV199lbkCDLbPYKGvJ7kQJkfUpBn0UQCMmTvVmslKc2DfkWpUVPt/L5a5k5xCQ5o0Yu7U06QxbkhSpsqMgBopJBUH4lBKM5twkcMJhlPFJ01aczOEdqhpS77wVQYO6FQcMOCXq+i/cTMRcsJV31i0xhjUpJlpE6B90tTLMBmt3enyeBWLVHm2hOMVgQpLHo9XPF9y86xNFjgQjCbNlJC2detWCIKAJ554QiKgAUBqaioefvhh3HHHHRFJVuvxeMSIShq32y35XJ57LDExEe+99x5mz56NxYsXY8+ePbDb7ejTpw9uueUW0azJYvDgwWjZsiXeeOMNbNiwAX/88Qfy8vJw3XXXYcKECapF3kPpMxgk5k7ik6byjA1Ok6Zh7tQJHOjYMgu//XlCfJ/HMHeKN7DuSAJCmr65U/3zwE0bw+jOOC+wbra+HIcTDKeKkBYunzSJJk22Ta5J04u6tsgWpYJgoE5zhAIH6PrMZhQEWtBCqGZZKIPRnXSghXyRKk+dcbxCqknTKwvlL4sYMIuakdJMCWllZWVwOBxo164dc3uXLl3E/cJNUVERduzYEdSxCQkJGDt2LMaOHWv62DPPPBOvvfZaVPs0i5nAATG602PcMVSrtqZo7lS5+c9onSl5zzZ3qrcvJ1ASRS9wQCW82yoAjSnbYmru1Ai1jwe4uZMTHU6VwAHqdQjzilbggDy600jtYZvVAo83kFdND9p3jH4fKlaxXW/YNGn0/E0iPVm1Mo36X5OFs9vjVQYOyPKiHSsLaNJcbq+owJBrL+l53uP1ma42AJj0SXM6nZKcYHLS0tLE/TjRQ1pgXSe6UybE6RWdBQKrL7ZPmnQfOW0K0sUVYJLDhpRE5bqAVoXrYdjcqapJo1ZfsSywHueaNC6kcaIBuU3j8BYwhVSTFnw7WmbTBFnggJHUOLRmx4hQZ5V1GjZzZ+NQvXQKjhDblmgdZZo0ibnTaAoOiSZNOv85ZebOQycCFXRofzWlJi3wG9H56iIWOMCJT+js8HqBA8HlSdMwd4qaNPaxNqsFnYqzAPj90VhCVUCTpjsUhrlTrV81X7XwmCVChfZdiOU41ODmTk40iUdtshnoB2m4ktnK52aSloJgxBJALwblAhgLuRYwXNYGlk9a6OZOdZ80F6VJcxt0bxELoHt9YnQrQT4b1lIVdKRCmnoELqmCAJhbmHMh7RRAYu7UCRzwNqpbzaictQMH9Nvp2i4XANA8J1mzfbXAAVqD55Rp0tQEHDVzJ605jKm5M+41aVxI40Qecv/G4z1gBqmZMvh2tCoXWCyCZF4zokmj/dYMadIUVVnCpUlrNEN6faLAE05zp5Ymzeizjj5XamUVkx1KSxAtpCnOnxCI9fVIzKjGv7vpslAnTpxAp06dVLcLgqC5jyAIEQksOJ1hBg6EM5kttYvX55NMJESLpzUxXdO/HaprGnBO53zmdi1N3R/7y/GvT37D8EHtcVH3QoVPmlq/RsydRiatSGGnozvj0NgTz4W9OacQjZd+PGqTzSDNkxYeTRqrGYfdQjmpGzF3UvOdCdcW1nhCgbRLu1GEuki2MBbcVirlBVn0i4EDOvM9LfTWqwhpWekO1B5zSz4jQpq/nJW0D0EQYLX6f7MjZXVYv+2o7veSY1qTRiewDfaPE17oU2o4cCCI6E5/X9J2A7U71dtJdNhw3YXtkJ/F1qRpBQ7sLC1Hg8uD7Xv9wShuseKA+RQc/s/pGzteanfGbBiqcHMnJxqckhUHQmon8Jo1p9IRnuaFNOOBA1pjCAZ5/jVWX2ZhBV/R5kWPSYWE1RJYLtc73cx9stIcis+cLm0hkIxpxsLN+OH3Q43j1RyK9HjjuwL33nuvmd05UUJq7lR+JtlXlifNTOAAaZ+eG4yYO/UgtwZryGSVQnzRxGS2VmLuZLep6pMWJ75gRibYWJKdnogDx2tiPQzOKY54BzZxKU3q8B+CJk0nAEEqpOn3Qye0NWI5kM+J4fZJo329Qg4cYGnS6GhKj8+fgsRgyg9BEGCzWeBye1U1adkMIY2YRtVKWPnneg8qa4ILqORC2ilAUCk4TPmkBV7LNWnkbWh+GOy2gcAqRRTSGt/b9TRpKjeM1WS0U6SgJ9h4VC7fNrgEH36zExf3Kor1UDinMOT2beoVB+gJMHxloZQNOSiTnJGFntWkuTPiPmme8GnSJAtuWVkoAHB7vbBarKZce2xWbSEtKy1R8RlRJKgrBpSfqz2fmWMyvCcnbqF/cJ9MU6bYVybEmTV3yts1Yu7UbV8jMIEkESQaNLISS9DxSVO7YWyMiKBYQE+wweTOiTTZ6Ym459qusR4G5xQnEDjQtKW0sPmk6Qh7Zs2d9lDNnWET0vz/6YCkiAQO0OZOjw8na+tRW+9q3GbgfNksqGsA6hvY5s7M1ATFZ8RPWq191rPIjDsJF9JOAViaNL2yUGLWfQMTitzcSRPQpIUyMUnbomkQNWkeyX+9igOqyWwZq69YQI/PzKqKwzmlaLwFm7iMxszZFQyCjiaNzpVmxNxpMxndKZfjwm7udAdSUITL3Em3ZREEWAQBXp8PW/ecxBufbzGVl40EdBFNmr3R/ElIsFmRmmRHdZ1L/KzBya42QGAJb6lJdt2xEOLbMYZjCC8rT5qKciaYslASc6csY4yokQvhfguUDGFo0twynzRi7iQpOFTa1CoLRYilkEb3zetkck5XiCM2yyG7KSHVpAXfDj2fMQMHbGYDB8xZDuR9hkt4lps7w+EPzPJDAwLC6IwFmyXKCkMVGhrPLxHSEhOUVR7SU6TaNPKMUk37JPv8H+P6IomRykN1TIb35MQtPknggLa5UyywTjRpBm50iblTpvUJJLMNYfWokYKjQdXcGY7ozvhYvvNISs7pSp9O+WiWkYRW+eqVbJoCdBqdkGp36qXgoIQGm5E8aTZzPmnyhWukNGnhaJe0IR+zy83WUBgJkgto0vzmTofdiioEtGZWi4D0ZDsOUscEUnDo5+YEAEeCObGLK7IuyAAAQz5JREFUa9JOAcwEDvh8/n0CRcZNmjtlzYYjutNM4IBL1KRZNftVDYe2mPPRiCRFzVJhs1rQrjA9puPgcGKFRRDQrjBDvJ+bKuHSpOkVak+gAwcMOsIT4ilwIBztyhPYEnIz/M79CTIh1kifRKglmjSHTJNmsSg1aWJ0p0Fzp3xcenBN2ikALTh5vdpCGtnmNWGnJ/t5GXnuiFk1HBMTa8hOKgWH2+MVhULdslAGhLdYa9L+3x294fZ4Jc7AHA6n6SFx+A8hOTW9btQNHDBUu5P2STMQOBCp2p2yZLZh1aTJxnjfDd1Q7fSiY2EaXv7wV2xrzLFpZFFOzhex3CiK2lssyEiRmuadLj1zp3R88hqsenBN2ikAXZicCFFejdwwXq8vkIXZ4M0iJpyVmzsRhuhOLU2amB/NI3PgDDZwID580kj/XEDjcJo+FosAQfDHQYSS2keMdoWBwAFDQodJn7RImTstxNwZuuWFoOaTVlyQjgu6FyLBZkWzzETF/lrIS20phDSrgPQUqdN/vU4KDvpZZLMKpi04XJN2CiA1d/r/E3OmzWaBR5bzxeP1mQocIPt5vD5lCg5v6D5pFlGTpp6Cw+XySoQ0m44mTT37szn1P4fD4ehht1kw8uKO8Hh9ige7GfRSkjhsIWjSgikLFTZNmv+/K4yBA+TZpfUMy8lIEl8bChyQLe4VgQOCgJZ5aZLPAuZOfcVAQhBmfS6knQJIanfKzJ0JNouiWKzX56MCB8xp0uRyFHkfirxDbljSls/nw7z/7ULLZqmiU6YPQF1j7hqb1SIJuWahtsqkbxgupHE4nHAxKAyJn0kKDjUZxnzFAZPmzgj5pMkLn4dHk2aRtM2iWYZJTZrsHMl90qxWAV1bZePZu/rgyzV7sWbLESqZrX50p1lTJ8CFtCaNx+vFT5sPiyZBgAockPluSY/zmcqTBqhru7xhie70/yfmzoMnarF0zT6kpySIgQMAUN2YlJB2vFTrVU34pCcqSwwrDnA4HI4cIkeoatKoh7xcoGAhMbXF0NxJhE9XJHzSNNrKpTRpZgIHCCyfNEEQUNQsVdwmatJUNJv0s4hr0k4zTlTUY+bCzZLP5HnQ6KgpAX6NlDcYcycR0hQpOGCqHRZi4ECjPEayPVfXuiR+arX1/s/t1ERlOgUH7ZPW1DNocjicU4qACY+93XyBdXM+uHLhSQiTkCYGDrjDH91p0fDxys1UlnHSQn5OlUKa0hJjxictGE0aDxxowrAiOEWTIRHSrAGVMJHo6ehOs4EDcnNneJLZkrb9bRHNoNcnTZ1b06hJo1eQZqM7pY60/PLncDjxg55PmmlzZ4g+aUYtLUbbDadPmlrgAE0GlS6jwkCBc7kmTeGTZlE+P4i1R9XcSfukBeGvyDVppxhiWajG/0RyF1WuHp/U3GnQ5EdWLXJzZziS2cp90kjpJzk1dX5NGn2hq93s6po0c2VSOBwOJ1oIoq8te3uCyQLrNtM+afL34fVJc7vNKQeMtKkl8NHPpZx0fa2aQpPG8EljvQbUzc/0eTebIw3gQtophzyZbbPMJFRUO9EiNwV/HigXtwWTJw1gaNJ80u3BIKb3aNSb0X5oNKRQLr3aUVPHqyYW5IEDHA4nTiFCklquNfPmztAqDoRLSBMahxGO5OcEtWS2cp65vTf2HqlClzbZum3q+6SpPz/UMwpwTRqHgvh1ESHMYbfiH+P7wiIIuG/a9wBkgQMh5kkLBA4EP2a5AOhU06QRnzTqRlIbvlp0p1kfDQ6Hw4kWAXMnezsRGiyCYGj+CrV2Z7jLQonvw6FJs+oHDgBA6+ZpaN08TXMfgnxxLxfSLBpCmpomTeqTxoW0055AMlv/e6slkDyPXFR0MlszedL87bLNnaEFDkAcFwBJtCpNDSu6U9XcqW8G5Zo0DocTT4iphVTmJuK+YsQfzb+fOfcORVmoMPmkKbRO4RDSBGOaNDPo+6Spm4+N5ElzcHMnRx7dSd9k5Mb3SAIHjF00quZOb+iatECBdX9bLlVzZ6NPGh2xqtKv2o3LzZ0cDideIXO02uIzOy0RDrsV+VlJzO1ypIEDQZSFipQmLUrJbM1iJE8aQR6cZqR2p51r0jg++IUdlobLSmnDgjZ3KjRp/v+h3HRkjEbNnTZJnjRlv1aLYKhclFboNofD4UQbMm2pTafJiTa8MK6v4aoGNpMF2SPnkxYJc6d+MluzKDRpdqmIZNNY5KvlSZP4pHFNGgeQCmG0HMLSpIWaJ010BA1jMlu1wAGWuZM1fC21fjzV7uRwOBwavUoqAJCZ6lDdJke6KDUvpIVLAIqIuTMCmjS5yVKe10yi9DBo7gzVJ42rEk5BvF4whTCiOfIGETgQ0HaxNWkhVRyA1N/NpeaTVqftk0a+i1bhYW7u5HA48YpowgvT1GTTSBmh1b/4PkzjiIQZNTXJLvkfDuTaME2fNIW5Uz9PmoOXheIA0tqcFoYQ4/H6ROd8VtkoFmJVAEUKjtCT2ZJj9cydYsUBFZ80q9VfBF5Tk2Yy2onD4XCihV4yW7PY4sYnTbufYOjWLgejr+qEM1plhdwWQeGTJk/BofH8MOKTxstCcQA05kHzKTVltMmSCDzJDmOXAGlGNZltKNGdsshRNXMnS7CUatIsALya+YPM5g3icDicaCHmSQvT1GS24oDSLBkeY1skzKg2qwXndSkIuR1Jmza5uVNaVlGi9DCYzFaaJ42XheLALzjpadJqG+tjJicaE9LkEZgEkpctpMABg3nSCGo+aeRm0JoAuE8ah8OJV4Rwa9IkFQdiaO6MUEBCuJFblmxWIfBcsWoLsNwnjWMYrw/MAupirjOvD3WNQlqSYU0aOVbeV/hqd+r5pBEkBdYZPmZa5U+kPgX88udwOPGDkcABM4SazDZiKTjiVUiTPTusFosoZMmfF0Z90uj9gonu5E+pJoxalA9t7mSl4PDQ5k6DmjRyfUbE3KnQpOkIaXTEEpWCg9wkWokezU5aHA6HEy0CedLC0x49V2oFVBEUyWzDJaRFSEMXbqSuNP5x21RSfShTcLC/FNeknc6oXOhqgQPkRmlwueH2+AUhoz5pquZOkifN8KCVBAIHiE+a1NwpvxkkfgKCcj+j0Z0WXmCdw+HEEWR6CpsmzaS5U95tuMYRqXJT4YYWqEThTKX8lPx8qj13rDxPmj6vv/46pk+frrnP//t//w8jRoxQfO5yufDuu+9i0aJF2LdvH+x2O8444wyMGjUKl156qWabW7duxX//+1+sX78elZWVyMvLw4ABAzBhwgRkZ+sXe9VDrQivX5Pmf81KOVFd5248HkgM0dwZnrJQ2pq01CQ7Kmqc4nuHREhTatK0oztpf7b4nCg4HM7piV7tTrPYNFJGsIhEPjNA+XwIRqMUDWhNmnzRr+uTpprMltfuNExOTg5at27N3NasWTPFZw0NDbjjjjvw888/w2q1on379qirq8O6deuwbt06jBkzBg899BCzva+++goPPvggXC4XcnJy0KFDB+zevRtz5szBsmXL8OGHH6Jly5ahfSENTZqWT1p1nV/gSXTYDAsqpJmPvtmJvUcqcV3/dv6+xLJQoQhpgXEDSp80uZCWk56oOBagbypjgQNGVpYcDocTLYRw+6TZlPO/FpFy8Jc3Y7RiQrSh3WHk7jPy54rhAuu0TxoX0rTp378//vGPfxje/6WXXsLPP/+MoqIivPnmm2jbti0A4JtvvsHEiRPx5ptvomfPnhg4cKDkuCNHjuCRRx6By+XChAkTcM8998Bms6GqqgoPPPAAvv/+e0ycOBHz5s0LMQksG68P8DGENLkmLdlh/IIh4zxRWY8lP+7F1ecVw26zhqcslJiDjW3uTJElK8zNDAhp0pBoi+Q/C56Cg8PhxCuBFBzhmZusFgsEwW+lMJQnLUo+afIksfGCJGUJEc4aNWS65k4DedKCKbDOfdJUOH78OD766CMAwPPPPy8KaAAwaNAgjB49GgCYZtS33noLdXV16N27N+6//37YbH5ZOC0tDS+//DLS0tKwefNmrFq1KqQxqt3HPqqiAH1diUJarV8rleQwnqlZfoHWOf2CFBGsQplTlCk4lJo0gt1mQUZKgvhensyW/s9Cav7llz+Hw4kfwm3uBAKCh6EUHFTHAsLokyZ7fsgLl8cLdkatU9HcqYjuNJ+CI5gC6/wppcLKlSvhcrlQXFyMvn37KrbfdNNNAIAtW7Zg3759km3Lly8HAAwbNkxxXEZGBgYPHgwAWLp0aYijVPFJ87GjOwPmTn95JaORnYBSXV1W2YA3Fm3B8Yp6RT9mIfNAg8uDyhonXI150sgEkZoUGGdOeqJklSnxSTMSOGBVng8Oh8OJBwLRneGbm0SznUmftHDOj3JhLzFuzZ20Jk1q7lT6pMk1aZEpsH5aCWnbt2/HpEmTcOutt+Luu+/Gq6++ip07dzL3/fXXXwEAvXr1Ym7Pz89HUVGRZF8AOHToEI4cOQIA6N27N/PYs88+GwDw22+/BfM1RNTuY69XO5mtKKQZDBrw9yXtbNHq3Vi79YjuWMy0/WdpBR6e+SPqGvxC2lntc5DssKFdiwxxX9rUKe/XajJwgJs7ORxOPCHmSQvjk5mY64xYDuh5PpxCmnyujVdNmo0ROGBVS8EhN3eqCGCSPGm8dqc227Ztw7Zt28T3K1euxH/+8x/ceuutePTRR2G1Bi6cPXv2AABatWql2l6rVq1QWlqK3bt3K46z2+1o3rw58zgSMLB//364XC7Y7eErEAv4c5aRRBl2u1W8eIikT4S0lCSb6oUlR35BllU1SN7bbVZmW4b8xKjj6KCB0Vd3RnKiDTv3V4if5WUlS/aXqJIbP7fbLKrfi3ZYtVoEzXHFC0bOYaxpCmMEmsY4m8IYAT7OcELGRsxhNqv6HGaWlEQbKmucSE2x67ZJC09Wi6DYP9hzKTfzpSTpjyVYQv29rRZ/DWjyHLFTz096zHJBMzGB/Qx0NCpDbFYBjgT/azNKjdNCSMvLy8N9992HCy64AEVFRUhNTcXu3bvxwQcf4KOPPsK7774Lm82GRx55RDymosIvGGRkZKg1K26rrKwUPysvLxe3qamsMzMzAQBerxfV1dXIysoK6nup/dCpqYmwNK6a0lMTkZWVAgBITPQLg0RIy8pIErfp4UiQCpJJidL3mZnJmm2lpyepbktLTWR+ntcsDYkJNpyscYuftS5Il/STnBzwTyNjSk5KUB8LJYhbLILmuOKNpjDWpjBGoGmMsymMEeDjDCd9u7XA+duPon+PQsNzsx7/N7wH9hysRJcOebpmVBvlp2y1CKpjMH0uZYXFc7NTwvb91Aj2906wW1HX4EZCgg1ZWSnic8XR+J7QIEtHlZubisQEpUiVmpaIwmYpKGyWFtR3Pi2EtOHDhys+KykpweTJk1FUVIR//vOfePfddzFy5EjRhNnQ4NcUaWm5EhL8AkJ9fb34mZnj6P2DQZ4njawAyivq4HT6BZu6ugaUldUAADyNvl5uT2PxdUDcpodbVk+zolo67qqqOpQlKlXYVqsF6elJqKysg8fDriRQW8s+BzXV9agTBNTXBdJvpDiskjE31LvE197G9j1uj+r3IgIq4BfStMYVLxg5h7GmKYwRaBrjbApjBPg4wwkZo9vpxtirOwMwPjfrUZSdhKLsJJSX1+ruSyrRAH7Tp3wMwZ7Lqlqn5L2rwR227ycn1N+b+JAJPh/Kymrga0wO6vN6JWOurqqXHFdTVY86FRPx82P7QkDgN83ISBIVKbrjMfsFTjXuvPNOvPfeezh69ChWrlyJW2+9FQDgcPhLLrlcLtVjnc7GfGOJAU2QmePo/YNCdj3YrBZ4vB643B64yYXlA9yNJkT55eOwW8VtJrtSmDt9Xp9mWx6PV3U7SRdCY7dZ4PX44IVPErSQneaQtENXQBCzdVsEQ31ZLYLmuOKNpjDWpjBGoGmMsymMEeDjDCexHiM9P2rNo2bHKZ/jbVb1tsNFsOeSuNBYBP8YrVQwh6Q96tkjCFJfcHV88kN1iV8jfZSwWq0466yzAAB79+4VP09PTwcQMHuyINvIvkDABFpRUaEooUQgJlGLxYLU1NSgxy4XnMgKwOcNJJllRXcSzER3yrXkpEB7YHso0Z3KYxMkNdQC23MzpCpsepsYjaOxQpHW7jztL38Oh8MRoafEcMZVyef4eI3uBAIpS8SoTrWKA7Q/dAT9HflTCgHTpNsdEDyKi4sBSAU3OST1BtmXfu1yuXDo0CHmcfv37wcAFBUVhTVogEj8/tqd/s9YtTsJZqI79SJ9QrmhWfIdna8mJ92BwmYp6NgyEykywZI+lgQFaEXQWK0WJDmssFstcZtQkcPhcGIBK/l5OGgq0Z0AFQ2rqDggz5NGpX+KoJB22ps7AYhpOOhozO7du2P+/Pn45ZdfmMccOXIEpaWl4r6EFi1aIC8vD0ePHsWGDRswZMgQxbEbNmxQHBcM8tUJuai8VDJbVu1Ogrk8ado3bPg1aXSUkQWT7+wDgbEvPa7+Z7VAg8uD87sWqPZlEQQ8cGN3eH0+JDpsqFPxh+NwOJzTDUky2zDmamsqFQcAKvkvybtpk74nWCRCWuTSOZ32mrRvv/1WFNL69esnfj5o0CDY7Xbs2bMHa9asURxHqhF07txZUQ/0sssuAwB88skniuMqKiqwbNkyABCT2oYCfWmQC8Xr8wUKn1M7yG+UJFN50oIeoi4VNUpBSa4NswgCc9KgPyvIScadV3RCfnayZn/tizLQuU3oBe45HA7nVEIQBHGuD6cmTb7Ij6TmKVRIvVO5+4yiLBQtpEUonQhwGghpO3fuxNNPP43t27dLPvd6vViyZAkmTZoEABgwYAC6desmbs/NzRWjQp988kn89ddf4raVK1firbfeAgDcc889ij7vuusuJCYmYv369Zg2bRo8Hn9kZFVVFSZNmoSqqip07txZUfMzGCwMlatagfVIatKCKRxLYIUt223G2qOHFa4SJhwOh3O6EkioG775VD41h1NLF27kPmlGKg5wc2cIuN1ufPzxx/j444+RmZmJFi1awGq1Yt++faLj/9lnn40XX3xRcezDDz+MLVu2YOPGjbjqqqvQoUMH1NbWir5od955Jy6++GLFcQUFBZg6dSomTZqEGTNm4OOPP0bz5s2xe/du1NbWIjc3F6+++mpYLlSSdsP/mpg7wS4LJevPVMUBlRt2xMUd0CwjSVJP0yw9O+bi6vOK0aZFOl6btwlAYPx6SNXzQQ+Bw+FwOAg8U8IrpDWdeVpM/m6R+qbJlRyCIIjnigtpIVBYWIiJEyfi119/xa5du7B37144nU5kZGSgf//+uOqqq3DVVVdJqg0QEhMT8d5772H27NlYvHgx9uzZA7vdjj59+uCWW24RzZosBg8ejJYtW+KNN97Ahg0b8McffyAvLw/XXXcdJkyYgJycnLB8P5Zd3Ovziflu5Bn26X3NmDvV7tdu7XKQn6VtXtTDarHg2v5tJZ/Vy6JH1SA3PMtfjcPhcDjmIAtya4TmU3sETYPhQF6QnvjPsaxFASEtcs+eU15IS09Px9133x308QkJCRg7dizGjh1r+tgzzzwTr732WtB9G4FlziyrakB1nQuC4PfTYu1b0irLlPSvZkpMYpgqw0Gd06O/EwKCGS+WzuFwOKFjjfCcmmDQlSVW2GWatHPPbI4TFfUY2LNIsa/VKgDuyKbgOOWFtFMdWjtGVkD7jlQBAJpnJ0t8u+i8YGe1M6fJUzN3Jjkic8PVO41p0siwuBKNw+FwQocIZ5ES0pqaJi0rzYFRl5Uw9/U/Uz0RrQsb32eLowvL54wIaS3zpIlyacGnW/tcc/0oUuc2FuCN0MXpdBmshEBWfVxK43A4nJA53YW0QJ40/e9PlCR2noKDo4YkWW3jy31HqgEARc2kQlo5VW8zL9Nc8VmBcaUkJlhj7gcm+qRxIY3D4XBCxhphn7SEOBfScjP8ZR6z0xJ19gwIcjxwgKMKbe4kKx8S7Vkk06RdfHZL7NhXjivOleZ1MwJLU2Um8MAot19+BmYv3Y67ruxkaP+AT1rYh8LhcDinHXQN5EhgNL1SrLi0dyt0KMpE2xbpuvuKCW+5kMZRQyvFRkuZJq2oWSpeGHducP0whDRWfrNQ6X9WC/Q+I8+wABiI7uSaNA6HwwmV093cabdZ0LFlpqF9iZ83T2bLUYWlSQP8OdCy0x1h64el+Y5U0IC51CA8upPD4XDCBZlTw1lxgCbezZ1msMoS3kaCU+dsnaZIfdKoEkm5yWH103J7lMllI6FJM0vAJy224+BwOJxTAVGTdprmSTNDIHCAa9I4KtAaJPqeCjXBrByXO5C3jNTVjJQmzQwWHt3J4XA4YSPS5s5QSgjGG1ZZVYJIwIW0Jo5FxdyZl2UuelMPpzuQEoMksI0PTZrQ+D/GA+FwOJxTgEgnsz2lNGlWrknj6GBVCRwIvyYtIKQ5GstkxIMmjXxl7pPG4XA4oSOI5s7ItH9K+aQ1PoBsNu6TxlGB9jujBZX87PBq0mghjdQyi1RJKDMQwZRHd3I4HE7oiHnSIiSlyVNDNWXEwIEI5oCK/VOWExL0jdRA1buMpE9aYqNPARHWYklAkxbbcXA4HM6pQKQCBx67uSe27y1D/24twtpuLIlGCg4upDVxaCHteEWd+DrciWZpn7SUJLvkfywJ+KRxTRqHw+GESqTSGnVsmWk4/1hTgSez5ehC30jHyusj1g9t7ry6XzHys5LRs2OziPVnFFGTxoU0DofDCZlImztPJVKT/YqKtAgqLLiQ1sShhZMGl0djz9CghbTi5ukobq5fMiMa8OhODofDCR9ENhO4kKbLtRe0RfvCDJx9RuQUFtyTp4lDa9L6npkPABjQozDs/XRrnwMAyEnXLzobTSJdZ47D4XBOJywk9xdf+eqSleZA/7NaRLQeKdekNXFoh/lbLytBnzPycWab7LD3M/T8NmiRk4IuEWg7FHh0J4fD4YQPvvCNL7iQ1sSh/QYSE2zo3iE3Iv3YbVb061oQkbZDobggHYW5KejTKS/WQ+FwOJwmT6QrDnDMwYW0Jo7lNM89kZpkx3Ojz4n1MDgcDueUwMIDB+KK0/sJfwrA/QY4HA6HEy6sEcqTxgkOLqQ1ca69sC3sNgsGn9Mq1kPhcDgcThMnUnnSOMHBzZ1NnObZyfj3A/0jmkyPw+FwOKcH3CctvuBP9lMALqBxOBwOJxykkQStybGvKMPhmjQOh8PhcDiNXHluMYqbp6NHhDIFcMzBhTQOh8PhcDgA/BHz53TOj/UwOI1wOxmHw+FwOBxOHMKFNA6Hw+FwOJw4hAtpHA6Hw+FwOHEIF9I4HA6Hw+Fw4hAupHE4HA6Hw+HEIVxI43A4HA6Hw4lDuJDG4XA4HA6HE4dwIY3D4XA4HA4nDuFCGofD4XA4HE4cwoU0DofD4XA4nDiEC2kcDofD4XA4cQgX0jgcDofD4XDiEC6kcTgcDofD4cQhgs/n88V6EJzg8Xi8sR6CLlarJS7HGa/jYtEUxtoUxgg0jXE2hTECfJzhpCmMEWga44z3MVosAgRBMLQvF9I4HA6Hw+Fw4hBu7uRwOBwOh8OJQ7iQxuFwOBwOhxOHcCGNw+FwOBwOJw7hQhqHw+FwOBxOHMKFNA6Hw+FwOJw4hAtpHA6Hw+FwOHEIF9I4HA6Hw+Fw4hAupHE4HA6Hw+HEIVxI43A4HA6Hw4lDuJDG4XA4HA6HE4dwIY3D4XA4HA4nDuFCGofD4XA4HE4cwoU0DofD4XA4nDiEC2mcmDJw4ECUlJRg7dq1sR4Kh9OkeP3111FSUoLXX3891kPhcDgRwhbrAZzujBo1CuvWrcO9996L//u//4v1cCSQsWlxxhln4PPPP4/SiKRj6t69Oz7++GPVfaurq3H++eejrq4OAOLiHD/00ENYvHgxAOCNN97ARRddFPUxNPVzCMT3faNGPI45Hq5HLY4dO4b3338f3333Hfbu3Qun04nMzEzk5OSgS5cu6N27Ny655BKkpKTEeqgia9euxcKFC7F+/XocP34cgiAgLy8Pffv2xbBhw3DmmWeGrZ9169ahU6dOuPjii1X3o+/3cePG4cEHH2Tut2rVKowfPx6FhYVYuXJlWMZoFNazJjExEWlpacjPz8eZZ56J/v3746KLLoLNdnqJLafXt+UERUFBAQoKCpjbiouLozsYil9//RW7d+9GmzZtmNuXLl0qChfxQHV1Nb7++mvx/fz582P+UGxq55ATPuLxeqTZsGED7r77blRWVkIQBOTn56NZs2aoq6vDrl27sH37dsybNw9FRUU4++yzYz1c1NXV4bHHHsOyZcsAAMnJySguLobH48G+ffvw0Ucf4eOPP8bNN9+MJ554AlarNaT+1q1bh+nTp+Paa6/VFNJo5syZg1tvvRW5ubkh9R0p6GeN2+1GZWUlduzYgc2bN+Pjjz9GQUEBnnvuOVxwwQUxHmn04EIaR5frr78+blb+hLZt2+Kvv/7CwoUL8cADDzD3WbhwoWTfWEMEnvT0dFRWVmLVqlWoqKhARkZGTMbTFM8hJ3zE2/VIU1NTg/vvvx+VlZXo168fnnrqKclCwul0Ys2aNViwYAHsdnsMR+rH7XZjzJgxWL9+PdLT0/HII4/gmmuuQUJCAgCgtrYWH330Ef71r3/h/fffR3l5OV5++eWojtFqtaK2thb/+c9/8Le//S2qfRuF9aypr6/H6tWrMWPGDGzevBljxozBSy+9hKuvvjpGo4wu3CeN0yS58sorYbfbsXjxYvh8PsX2/fv34+eff8aZZ56JDh06xGCESubPnw8AuOuuu1BcXAyn04klS5bEbDxN8Rxywke8XY80//vf/3D8+HEkJydj+vTpCk1vQkIC+vfvj3/9618466yzYjTKADNnzsT69evhcDjwzjvv4MYbbxQFNMCvVbvzzjsxbdo0CIKAJUuWYMGCBVEd45AhQwAAH330EQ4ePBjVvkMhMTERgwYNwkcffYTLLrsMPp8PTzzxBA4cOBDroUUFLqTFKT/++COmTJmCoUOHom/fvujSpQsuvPBCTJo0CVu2bGEeU1paipKSEpSUlIht3H777Tj77LPRvXt3DB8+PKK+Bk6nE3PnzsXIkSPRp08fdOnSBYMGDcLkyZNx+PBh3eO3bt2Ke+65B3379kW3bt1wzTXXYO7cufB6vYp9MzMzceGFF+LAgQPMoIOFCxfC5/Nh6NChqv2F4xyvWLECo0aNQp8+fVBSUoJt27Yxj9u7dy9++eUXCIKAq6++Gtdcc404ThZr165FSUkJBg4cCMA/sV577bXo3r07+vTpg/Hjx2Pz5s3MYx977DHRobysrAxTpkzBwIED0aVLF0yYMEHcLxbn8L333kNJSQluu+021TYB4JprrkFJSYnoL2UEcs5GjRqlus+oUaOYgSrECf+xxx6Dy+XCG2+8gcsvvxxdu3bFueeei4cffhiHDh0yPJZojDkUzF6P8+fPF8+PGiQIqLS0VLGtoaEB06dPx2WXXYauXbvi/PPPx+OPP45Dhw4x296/fz8AoE2bNkhOTjb9/Q4cOIDnnnsOl112Gc466yz07NkTN954I+bOnQu3263YP5T7rbq6GrNnzwYAjB07Fl26dFEd18CBA8X7aebMmYq5zel04oMPPsCoUaNwzjnnoEuXLhgwYADGjRsnEepKSkowffp0AMCCBQvEOUnrWurSpQsuueQSuFwu08EmTqcTs2fPxg033ICePXuiW7duGDx4MKZOnYqTJ09K9q2pqUH37t1RUlKCXbt2qbY5b948lJSU4LrrrjM0BrvdjhdeeAFZWVlwOp2YNWuWYp+TJ0/ilVdewdVXX40ePXqge/fuuOaaa/DGG29oum1UV1fjv//9L4YNG4azzz4b3bp1w8UXX4z7778f33zzjaHxRQoupMUpo0ePxpw5c3D48GE0a9YM7du3R11dHZYsWYLhw4dLfElYfPrpp7jzzjuxfft2tGrVCgkJCfj1118xYcIELF26NOzjPXHiBEaMGIFnn30WGzduRGpqKtq2bYtjx47hgw8+wDXXXKM6yQHAxo0bcdNNN2H16tVo0aIFcnNzsX37djz77LN4+OGHmZqea6+9FoDyweLz+bBw4ULY7XZcddVVqn2Geo7ffPNN3Hvvvfjzzz/RqlUrNGvWTHVfMsGeffbZKCwsxJAhQyAIAjZt2qQ5kQHAlClT8Mwzz+D48eNo164d3G43Vq1ahZtuuklT6D558iSuv/56zJ07FykpKWjXrp3C6Tba5/Caa66Bw+HA2rVrmQ9zANi8eTO2b9+O9PR0XHrppVqnJuy4XC6MHj0ar7zyCrxeL4qLi1FVVYVFixZhxIgRKC8vj+p4IkUo16NZ6urqcNttt+H111/Hnj17UFhYiLy8PCxevBjXXnst8zpITU0F4BcmzZ7zVatW4aqrrsL777+Pw4cPo1WrVsjMzMTvv/+OZ599FuPGjYPT6VQ93uz99r///Q/V1dWwWq0YMWKE7vhuueUW8bv9/vvv4udHjx7F8OHDMXnyZKxbtw7JyckoKSmBy+XCt99+KxFie/bsKfpu5eTkoGfPnuJfx44dVfueOHEiLBYLPv/8c8PuC5WVlbj55pvxwgsv4Pfff0deXh7atWuH0tJSzJo1C0OGDMGOHTvE/VNSUjBo0CAAwKJFi1TbJduIhs8IKSkp4py1atUqybZNmzbhyiuvxBtvvIHdu3ejefPmyM/Px86dO/HKK69g5MiRqKioULS5a9cuXHPNNXj55Zfx22+/ITs7G+3bt0d1dTWWLVuG559/3vD4IgEX0uKUp556Ct9++y3WrFmDxYsXY+HChVizZg2mTZsGu92OJ554ArW1tarHT5kyBU8//TR+/PFHzJ8/Hz/99BNGjRoFn8+HqVOnMrVTofDAAw9g8+bNuOCCC/DVV19h5cqVWLRoEdasWYNhw4ahvLwc999/v+rkOH36dFx44YX4/vvvMX/+fKxcuRL//ve/4XA4sGTJEnz66aeKYy688EJkZWVh+fLlknOxYcMGlJaWon///sjOzlYdc6jneNq0aXj66aexevVqzJs3D9999x3atWun2M/n84kRsERjQTs7a5k9jhw5gg8//BD/+Mc/8P333+Ozzz7Djz/+iOuvvx4ulwuPPfYYTpw4wTz2448/Rk5ODr7++mssXrwYn3/+OV588UXJPtE+hxkZGbj00kvh8/lEc5uczz77DABw9dVXw+FwqPYdCZYvX47Dhw9j0aJFWL58ORYvXoyvvvoK7dq1w6FDh/DOO+9EdTyRIJTrMRhee+01bNy4Ebm5ufj000+xbNkyzJ8/H99++y06dOiA//73v4pjzj//fFgsFlRXV+P222/HkiVLFBobFrt27cIDDzyAhoYGPPzww1i/fj0WL16MlStXYuHChWjbti1++OEH/Pvf/2YeH8z99ssvvwAA2rVrh5ycHN0xnnnmmaIQunHjRgCA1+vFfffdh61bt6Jt27b49NNPsWrVKnz22Wf44Ycf8O233+Kee+4R2/jwww9x/fXXAwD69++PDz/8UPx76qmnVPtu3749rr76ang8HkybNk13rADw7LPPYtOmTSgoKMD8+fOxbNkyLFiwAKtWrULv3r1x7Ngx3HfffZK5nQheaq4Uhw8fxvr162G1WnHllVcaGgeBXKcHDhzA8ePHAfiVBHfffTdOnjyJO++8E2vWrMHSpUuxfPlyfPXVV+jRowe2bt2K5557TtJWbW0txo8fj9LSUvTo0QNLly7FV199hfnz54ttGBG8IwkX0uKUESNGKCIqLRYLBg8ejFtvvRUVFRX49ttvVY8fOnQoRo4cCYvF/xNbrVY88sgjyMnJwaFDhyQrHz2mT58uUafTf6Wlpfjf//6HtWvXom3btpg+fTpatmwpHpucnIzJkyejS5cuKC0txfLly5l9pKWl4aWXXkJaWpr42cUXX4wxY8YAAP773/8qbna73Y4rr7wStbW1+Oqrr8TPyUNGy0wHhH6Ohw0bhptvvlk8xxaLReKHQlizZg0OHjwIh8OBwYMHi5+TB+Tnn38Oj8fD7MPtdmP48OHi6hHw+2g899xzaNmyJSoqKvDhhx8yj7VarXj99ddRWFgoOZYmFudw2LBhYh/yxUJDQwO++OILAMANN9yg2XckcLlcmDp1qmjOBoAWLVqIgRVa10NTIZTr0SzV1dX46KOPAPgf9t26dRO35ebmYtq0aUxBvHXr1njooYcgCAK2bduGSZMm4dxzz8XAgQNx3333Ye7cuUyh7fXXX0ddXR3Gjx+P0aNHS+7HM844A6+88goEQcD777+PhoYGxfHB3G/ElaNVq1aGzokgCOIcSY795ptvsHHjRqSkpGDWrFmS8wT4ox7vu+8+Q+3r8X//93+w2+1Yvnw5tm7dqrnv/v37xftxypQpkvQhzZo1w7Rp05CUlIQ9e/bgyy+/FLf169cPOTk5OHDgAH7++WdFu0uWLIHX68W5556raYFg0aJFC/E1EdJmzZqF48ePY+jQoXj00UdFIRjwL0CmTZuG5ORkfPHFFxLXm08++QT79u1DQUEB3nrrLbRt21bSV9u2bcVnUKzgQlocs2PHDkybNg333nsvRo0ahREjRmDEiBFiiLfWDXbTTTcpPktISECnTp0AAPv27TM8joKCAok6nf5zOByi4DVkyBCFEAD4H9oDBgwAANW8azfccAPz2JtvvhmAf7LYvXu3YjsRIoi5rq6uDsuWLUNmZqahdAKhnGN6IteCCDwXXXSRRAgdPHgwHA4Hjh49ih9//FH1eGIeoaFNK99//z3zuPPOOw/NmzfXHV+0z2GfPn1QXFyMgwcPKr73ihUrUFFRgc6dO6Nz5866fYebM844A927d1d8TpzTzdw38Uqo16MZfv75Z9TW1iInJ0ecA2iys7NV00fcdddd+OCDD3DppZeKc8OBAwewfPlyPPvssxgwYIBEC+d0OkUT2PDhw5ltdurUCYWFhaiurlb1OzV7v9XU1ACAKd+5pKQkAH4hFoC4QLrqqqtU0x2Fi5YtW+L666+Hz+fDv/71L819f/jhB3i9XrRv3x7nn3++YntOTo6oNaPPi81mwxVXXAGAbfIMxtRJoM8zOffkGUQWgHLy8/PRtWtXeL1erF+/XvycnPeRI0dKBLt4gqfgiFOmTp2Kd955h6kqJmj5arRu3Zr5OVHHa5nx5Oil4CBauUWLFuG7775j7kNMBGoBBCwzIeCfxLOzs3Hy5EmmkNa1a1e0b98ea9euxeHDh7Fu3TrU1NTg5ptvZmq1aEI9x2pjpqmpqcGKFSsABDQVhLS0NAwcOBBLly7FggULmLl/7Ha7ai669u3bAwDzvABQrArViMU5vOGGG/DPf/4Tn332mWTyJ6ZOYsqJNmr3DckrZea+iUdCvR7NQq7Njh07ihpnOZ06dVINWCCLQZfLhW3btmHz5s1YvXo1vv/+e9TX1+Pll1+GIAgYM2YM9u7di/r6elgsFkycOFF1TGVlZQDYc1Ew9xtJpGvm2iBO7EQwIH6APXr0MNxGKEyYMAELFy7Ed999hw0bNqjmmSPflXx3FsQHTu7jNmTIEMyZMwfLly/H3/72N3Eu+eOPP7Bjxw4kJyfjkksuMT12IpgB/vNXW1srBppMnTpVNf/cnj17AEh/d3LeWQuzeIELaXHI4sWLMWvWLDgcDjz44IO44IILUFBQgKSkJAiCgHnz5uHJJ59kRikR1FZ1ZKLUeqiapaqqCoDyJmVRX1/P/FzLlyM3NxcnT56U3Jw0Q4cOxT//+U98/vnnYgScnpkukueYZunSpaitrUVmZib69+/PHPvSpUvx9ddfo6qqSqLZAPwRmGoPN3LO1M6LmZV9tM/hddddh2nTpuHrr78Wc3MdPHgQa9asgcPhiFkOJL37pqkT6vVoFiK4aFUEMFItwG63o1u3bujWrRtGjhyJ0tJSjB8/Hjt37sTMmTNx2223obKyEoDfv4v4iWnBmouCud+IttqoltXn84lCBTmWaNRCPd9Gyc/Px8iRIzFr1iy8+uqreP/995n7ke+qlfyWbJOfl27duqFNmzbYvXs3vvvuO1FjSrRoF198cVCRu3T6kNzcXPH5AwC//fab7vH07x7t8x4MXEiLQ8iq8tFHHxXNfTTxFmFGbrRXX30Vl19+eVBtqDm/AwG/A7XJfMiQIXjllVfwwQcf4OjRo2jXrp3Cp0NOtM4xMS2Vl5drhuY3NDTgyy+/VJhpysvL4fV6mQ8Ocs7CURIn2ucwJycHAwcOFJ3zb7nlFsyfPx9erxeXXHJJUAlVBUEAoL0AiTdNWLTHHOz1GOw4ydygtpDQ26ZGUVERHnroIYwbNw41NTXYtWuXeB8kJSXh119/Nd0mENz91rNnT7z//vvYtWsXTpw4oRs8sGXLFlE4IJozolGjBY5IM3bsWHzyySdYv369qssE+a5kDmahNT8PGTIE06ZNw6JFi3DxxRfD5/OJufiCMXUC/qAmACgsLEROTo7knP3000+agU5yUlNTUV5eHtXzbpZTY3l4ikFC0tVU0EZWC9GEJDrduXNn0G2ohf2fPHlSdBBWK12Un5+P8847D4cPH4bX69XVAAHROcckGSzgF0pyc3OZf2SCZkXVuVwuUU0vh5wztfNihlicwxtvvBGAP1+Sz+cTv3+wAQPEz0frgbJ3796g2o4U0RxzKNej3jgrKipEMyINuTZ37typKuBt3749qO9DByg5nU60bt0adrsddXV1oqbKLMHcbxdeeCFSU1Ph8XhUg3ho5s6dC8AfaNC1a1cAgTmURHsagQjOwZKVlYU77rgDgH+BzYL+/dT4448/ALDdK66++moIgoBvv/0WVVVVWLduHQ4dOoRmzZrhvPPOMz3m6upq8bokOe3S0tJEjSQZi1HIeQ9WqI8GXEiLQ8iEeOzYMcW2Xbt2KfLDxBoSITZv3rygVySfffYZM9rqgw8+AOBfOWsJI6NGjcK5556Lc88919AKLRrneMGCBfD5fCguLsaPP/6I1atXM/+IqWHjxo3MBwQ5BzRer1d8IISrjl20z2G/fv1QWFiIbdu24Z133kFpaSmKiorQt2/foMZP/MlKS0uZwsSiRYvibsUczTGHcj0SP61t27Yx0+iwrlEA6NWrF5KTk3H8+HFmZGxZWRkzH+HJkyd1XTKISdNisaBly5ZISkoSA11CSZVi9n5LTU3FrbfeCsAfha6VD3LVqlWikDF+/HhRY0d8s5YsWYIjR44YGieJilVzITHC7bffjqysLGzevFkS3U0gqVB27dqFH374QbH95MmTovmSNQ+1bNkSPXv2RENDg6g1B/zVTszWLnW5XHjiiSdQXl4Oh8OBu+66S9xGnkEkqbBRyHn/8MMPg9LoRgMupMUhRDPxyiuv4OjRo+Ln27dvx9133x13/jEDBw7EOeecgyNHjuCOO+5QZN33+XzYsmUL/v73v2PTpk3MNiorK/HII4+IZgAAWLlyJd58800AwJgxYzRXjhdddBFmz56N2bNnG4pojPQ5JslgAaWDtpxOnTqJKR/k2jSbzYaPPvpI4lhdX1+PZ555Bvv27UN6ejozkjcYon0OLRaLmG2c1DG89tprg9YQpKeno1evXnC5XHj22WclGcZ/+ukn/P3vf4+LOo800RpzqNdjx44d0aJFC5w4cQIvvviiJEXHl19+iTfeeIM5ztTUVPH6fOqppyT3/4kTJzBx4kSmkLFo0SIMGTIEH3zwgUJ4dTqdmD9/PqZOnQrA79tETFwTJ05EcnIy5s6dixdffFGRvLSurg4rVqxQrV0Z7P02YcIEURi54447MG/ePIkwW1tbi1mzZuG+++6Dz+fD5ZdfLgmOGTRoEHr27ImamhrceeedCkHv8OHDiioBJOXH77//rplNX4vU1FSMHTsWAMTceTQtW7YU85g99dRTkrn9+PHjmDhxIurq6lBcXCxGc8ohC77PPvtMkgnAKPX19fjmm29w0003Yfny5RAEAf/4xz8kUbBjxoxBbm4uVq1ahUcffVQyHwH+a+aHH35QpDG58cYb0bp1axw8eBBjxoxRBIX89ddf4jMoVnCftDhkzJgx+PLLL7FlyxYMGjQIbdq0gdPpxO7du5Gfn48JEybohk5HE0EQxBQMGzZswNChQ1FQUIC8vDw0NDRg//794iqFZKKWc++992LGjBk4//zz0a5dO5SVlYm12S6//HLVkPpgifQ5Xrt2LQ4cOABBEHQfioBfOPnHP/6BRYsW4f777xc/z8/Px8CBA/Hoo4/ilVdeQV5eHnbv3o3q6mrYbDa88MILmk69kSQc5/CGG27AjBkz4Ha7JUJbsDzyyCMYNWoUli9fju+//x5t2rRBWVkZDh48iGuvvRYHDhxQTQMTK6Ix5lCvR4vFgsceewz3338/5syZg88//xytWrXCkSNHcOzYMdx7771YsGABs57ifffdh40bN2Ljxo248cYb0bZtWyQlJeGPP/5ASkoKxowZgxkzZkiEekEQ8Mcff2Dy5MmYPHkyCgoKkJubi9raWhw6dEj0fzvzzDMxefJk8bj27dtj+vTpmDhxIt5++228++67YmmpiooK7N+/Hx6PR5I7kCbY+81ut+Ptt9/GI488ghUrVuDJJ5/E888/j+LiYng8HjHyVBAE3HTTTYqEs2QOHTt2LLZt24brr78ehYWFyM7OxuHDh3H8+HH4fD5JlH2/fv2QmZmJ0tJSXHTRRWjTpg3sdjvOOOMMPPnkk7q/MeHmm2/G7NmzVTV4Tz/9NPbu3YtNmzZh6NChaNeuHRwOB3bu3AmXy4Xc3Fy89tprqpHgl19+OaZMmSJJ+kvnW6MhyYMBwOPxoLKyEqWlpXC5XAD8OdKmTJmCfv36SY7Lzc3Fm2++ibvvvhsLFy7EokWL0Lp1a2RkZKCqqgr79u0T26BJTk7GzJkzMWbMGPz8888YPHgwiouLkZqaioMHD+LkyZMoLCyMaa60+FLJnIaQFSl9gefn5+Pjjz/GlVdeieTkZPz1119wOp0YOXIkFixYgLy8vFgNV5WsrCy89957ePHFF3HBBRegoaEBW7Zswb59+9CiRQuMGDECs2bNQq9evZjH9+jRAx999BH69euH0tJSHDt2DB07dsRTTz0lJqAMJ5E+x2Ql3rt3b9UHAs3VV18Nm80mRjjS/O1vf8PkyZORk5ODP//8ExaLBRdddBE+/PBD1RxT0SAc57B58+bihHveeedJElVqwbpvAH8o/fvvvy8x02RkZOD//b//hxdeeMHkNwwvsRxzOK7Hyy67DG+88QZ69eoFt9uNv/76C0VFRXj11Vc1U/QkJSVh9uzZuPfee9G6dWvs378fR48exeWXX47PPvtMFHroPFUjR47EnDlzMH78ePTs2RNOpxPbtm3D/v37kZ6ejgEDBuCFF17AJ598onAU79evH5YuXYrx48ejY8eOOHjwILZs2YKKigr07NkTkyZNwttvv6063mDvN1IMfvbs2Rg6dCiys7Px119/Yf/+/WjevDmGDx+OTz/9FJMnT1aUZwOAvLw8fPLJJ3jyySfRo0cPVFZWYseOHUhISMBFF12kqBaSmpqKWbNmYcCAARAEAb/99hvWrVtn2sfP4XBIavrKSU9Px9y5c/H444+jS5cuOHToEP78808UFhbizjvvxKJFiyTJn+VkZGRI8i1qadEOHTqEX375Bb/88gu2b9+OqqoqlJSUYPjw4fj3v/+Nr7/+WiGgETp37owlS5Zg0qRJ6NatG06cOIHff/8dx48fR+fOnTFhwgSm32+7du3ExciZZ56Jo0eP4s8//0RqaiquuOIKPP3006rjjQo+Tky56qqrfB07dvTNnTs31kPhxBFr1qzxdezY0TdgwIBYDyXiDB061NexY0ffl19+afiYpnjfNMUxR4PJkyf7Onbs6Js9e3bMxnA63W+cpgXXpMWQuro60TFXK1kgh3OqsnnzZmzduhVZWVmqpnA5TfG+aYpjjgbV1dWin5JalDCHczrDhbQY4fF4MHXqVDidTmRnZ0ct0zSHEy+4XC7RZ2348OG61Q2ApnnfNMUxh5tXX31VkRbjwIEDuOeee3D8+HF0795d1U+Jwzmd4YEDUWbv3r146KGHsHfvXlRUVEAQBDz66KNxF3XG4USK+fPnY/78+dizZw+OHTuGnJwcMV+TGk3xvmmKY44U7777LmbOnInCwkLk5uaisrISe/bsgc/nQ7NmzfD3v/891kPkcOISLqRFmdraWmzatAlpaWno27cv7rzzTlx44YWxHhaHEzUOHDiA9evXIzk5Geeeey4ee+wxZGZmah7TFO+bpjjmSPHAAw9g1apV2LVrF7Zv3w5BENC2bVtceOGFuOuuu2IWoczhxDuCzxfGIo4cDofD4XA4nLDAfdI4HA6Hw+Fw4hAupHE4HA6Hw+HEIVxI43A4HA6Hw4lDuJDG4XA4HA6HE4fw6M4wc+zYMaxevRqbN2/G77//jm3btqGhoQF9+vTBnDlzNI/dtWsX3nrrLaxZswbHjh1DWloaunXrhttuuw3nnXee5rFLlizBp59+im3btqGurg75+fm46KKLMG7cODRr1kzz2OXLl+P999/H9u3b4XK50Lp1awwZMgS33nrraZkugMPhcDiceIBHd4aZ2bNnM+vt6QlpX331FR566CE0NDQgLS0NxcXFOH78OA4dOgQAePDBBzFu3DjFcV6vFw899BC++OILAEBRUREyMzPx119/oba2FpmZmZgzZw46duzI7Hfq1KmYNWsWAKBVq1ZISkrCn3/+CY/Hg969e2PWrFmGkoxyOBwOh8MJL9zcGWZSU1Nx3nnnYdy4cZg+fbpm4VrC/v378fDDD6OhoQE333wzVq9ejXnz5uHbb7/Fq6++CrvdjldeeQU//fST4ti33noLX3zxBZKTk/Hmm2/im2++wWeffYbVq1djyJAhKC8vx7333gun06k4dsWKFaIQNmPGDKxYsQKLFi3C4sWLUVRUhPXr1+OVV14Jy3nhcDgcDodjDi6khZkbbrgB77zzDh588EFccsklyMnJ0T1m7ty5qK+vR/v27fHkk0/C4XCI2y6//HKMGjUKADBt2jTJcV6vF++88w4AYPz48ejfv7+4LTk5Gc899xwKCgqwd+9eLFiwQNHv9OnTAQBjxoyR1E1s164dpkyZIo7t5MmTRr8+h8PhcDicMMGFtDjg559/BgBcfPHFsFqtiu2XX345AGDjxo0oLS0VP9+9e7coQA0ePFhxXGJiIgYMGADA77NGs2fPHmzfvh2Av26inHPPPRetW7eG0+nEN998E8zX4nA4HA6HEwJcSIsDKioqAAD5+fnM7c2bNxdf//rrr+Lr8vJy8bXesZs2bYLX61W007JlS9Vje/XqBQD47bfftL8Ah8PhcDicsMOFtDggLS0NAHDkyBHm9sOHD4uv//rrL/F1enq6+Frv2Pr6ehw4cED8fM+ePQD8wQJqkG27d+/WGj6Hw+FwOJwIwIW0OKBr164AgG+++QYej0exfdmyZeLryspK8XWbNm2QmpoKwJ9GQ05DQwO+/fZb5rFEe5eRkaE6LrKNPo7D4XA4HE504EJaHHDTTTfBarVi586deOaZZ1BfXy9uW7hwId577z3xfV1dnfjaZrOJ/mQzZ87EihUrxG3V1dV49NFHcfDgQeaxDQ0NAKCZB42k3qDHw+FwOBwOJzrwZLZxwBlnnIEnnngCU6ZMwaefforFixejuLgYR44cQVlZGbp16wan04nt27cjJSVFcuz999+PTZs2Yf369bj33nuRm5uLnJwc7N69G06nE8OGDcMnn3wCAKLWDYAYQepyuVTHRdJ2JCYmhvsrczgcDofD0YFr0uKEW265Be+//z4GDRqE5ORk7Nq1C2lpaZgwYQLmzJkjCky5ubmS4xwOB2bNmoXHH38cZ555JmpqarB//3507doVM2fOxA033CDuSx9L/NmI2ZMF2Ub7vnE4HA6Hw4kOXJMWR5x99tk4++yzFZ87nU7s378fQMB/jSYhIQG33347br/9dsW2efPmAQAKCgokQlqbNm0AAHv37lUdz759+wAAxcXFhr8Dh8PhcDic8MA1aU2A7777Di6XC5mZmWJaDKOsXLkSACTJagHgrLPOAgCUlpaqRoaS/G3du3c3OWIOh8PhcDihwoW0OMfpdOL1118HAIwcOdJUHc1ffvkFK1euhN1ux8iRIyXb2rRpI9bz/PjjjxXH/vTTT9i7dy/sdrtCwONwOBwOhxN5uJAWJ8ybN09hety7dy/Gjh2L7du3o3379hg/frziuMOHD2PhwoWora0VP/N6vVixYgXuvvtu+Hw+3H333WjXrp3i2HvvvRcA8Oabb4oaN8Cfi+1vf/sbAL9gmJ2dHZbvyOFwOBwOxziCz+fzxXoQpxKHDh3C0KFDxfdOpxO1tbWw2WyS6MrRo0djzJgx4vtrrrkG27dvR25uLpo3b47q6mox4WxJSQneeust5OXlKfrbtm0bhg4dCrvdjoKCAmRkZKC0tBRlZWUQBAF33HEHHn30UdXx/v3vf8e7774LwJ+8Njk5GTt37oTH40GvXr3wzjvvSGqJcjgcDofDiQ48cCDMeDweSbkmgtvtlnwuzz12yy23YPny5fjjjz+wY8cOJCcno1evXrjyyisxbNgw1XxmzZs3x+23347169fjwIEDOHToEHJycnDVVVdh5MiRuj5sTzzxBHr06IEPPvgA27Ztw9GjR9GuXTsMGTIEt99+u2YeNQ6Hw+FwOJGDa9I4HA6Hw+Fw4hDuk8bhcDgcDocTh3AhjcPhcDgcDicO4UIah8PhcDgcThzChTQOh8PhcDicOIQLaRwOh8PhcDhxCBfSOBwOh8PhcOIQLqRxOBwOh8PhxCFcSONwOBwOh8OJQ7iQxuFwOBwOhxOHcCGNw+FwOBwOJw7hQhqHw+FwOBxOHMKFNA6Hw+FwOJw4hAtpHA6Hw+FwOHHI/wfr+0U4XppVBAAAAABJRU5ErkJggg==\n"
},
"metadata": {}
}
],
"source": [
"# the goods\n",
"mpp.p_mp.resample('D').sum().plot(title='Daily Energy')\n",
"plt.ylabel('Production [Wh]');"
]
},
{
"cell_type": "code",
"execution_count": 114,
"metadata": {
"id": "PjC3V2UW2xSL"
},
"outputs": [],
"source": [
"# now your turn, do the same thing for the poly-Si module.\n",
"# how does it compare?\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "mm5DxbYG2xSL"
},
"source": [
"## String Length\n",
"Before we can do the AC side we need to build up our array. The first thing is the string length, which is determined by the open circuit voltage, the lowest expected temperature at the site, and the open circuit temperature coefficient."
]
},
{
"cell_type": "code",
"execution_count": 115,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "0WA3JnkW2xSM",
"outputId": "5a3ee080-7691-44fd-a658-d50c62d93990"
},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"(52.2110052, 15, 783.165078, 4500.45, 17, 76507.65, 1.2751275)"
]
},
"metadata": {},
"execution_count": 115
}
],
"source": [
"temp_ref = 25.0 # degC\n",
"dc_ac = 1.3\n",
"# maximum open circuit voltage\n",
"MAX_VOC = CECMOD_MONO.V_oc_ref + CECMOD_MONO.beta_oc * (temp_air.min() - temp_ref)\n",
"STRING_LENGTH = int(INVERTER_60K['Vdcmax'] // MAX_VOC)\n",
"STRING_VOLTAGE = STRING_LENGTH * MAX_VOC\n",
"STRING_OUTPUT = CECMOD_MONO.STC * STRING_LENGTH\n",
"STRING_COUNT = int(dc_ac * INVERTER_60K['Paco'] // STRING_OUTPUT)\n",
"DC_CAPACITY = STRING_COUNT * STRING_OUTPUT\n",
"DCAC = DC_CAPACITY / INVERTER_60K['Paco']\n",
"MAX_VOC, STRING_LENGTH, STRING_VOLTAGE, STRING_OUTPUT, STRING_COUNT, DC_CAPACITY, DCAC"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "9yWPEzBQ2xSM"
},
"source": [
"## AC Output\n",
"The [Sandia grid inverter](https://energy.sandia.gov/wp-content/gallery/uploads/Performance-Model-for-Grid-Connected-Photovoltaic-Inverters.pdf) is a convenient model. The coefficients in the NREL SAM library are derived from California Energy Commision (CEC) testing (see [CEC Solar Equipment List](https://www.energy.ca.gov/programs-and-topics/programs/solar-equipment-lists)). Use [`pvlib.inverter.sandia`](https://pvlib-python.readthedocs.io/en/stable/reference/generated/pvlib.inverter.sandia.html) to calculate AC output given DC voltage and power and the inverter parameters from the NREL SAM library which we downloaded earlier into `INVERTER_60K` for the SMA STP 60kW inverter."
]
},
{
"cell_type": "code",
"execution_count": 116,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "t_rjnc_12xSM",
"outputId": "3941f21c-cca2-4261-f538-d957f4b3a889"
},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"60000.0"
]
},
"metadata": {},
"execution_count": 116
}
],
"source": [
"EDAILY = mpp.p_mp * STRING_LENGTH * STRING_COUNT\n",
"AC_OUTPUT = pvlib.inverter.sandia(\n",
" mpp.v_mp * STRING_LENGTH,\n",
" mpp.p_mp * STRING_LENGTH * STRING_COUNT,\n",
" INVERTER_60K)\n",
"AC_OUTPUT.max()"
]
},
{
"cell_type": "code",
"execution_count": 117,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 897
},
"id": "Y6dAlh2D2xSN",
"outputId": "fd4cb091-8784-4598-d1e0-6d85b8ef7d75"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 1500x1000 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"# the goods\n",
"plt.rcParams['font.size'] = 14\n",
"ax = EDAILY.resample('D').sum().plot(figsize=(15, 10), label='DC', title='Daily Energy')\n",
"AC_OUTPUT.resample('D').sum().plot(ax=ax, label='AC')\n",
"plt.ylabel('Energy [Wh/day]')\n",
"plt.legend()\n",
"plt.grid()"
]
},
{
"cell_type": "code",
"source": [
"import numpy as np\n",
"RD = 0.0075\n",
"EDEG = []\n",
"EANNUAL = []\n",
"EVMP = []\n",
"EIMP = []\n",
"EPMP = []\n",
"for y in range(35):\n",
" EDEG.append((1-y*RD)*mpp.p_mp * STRING_LENGTH * STRING_COUNT)\n",
" EVMP.append(np.sqrt(1-y*RD)*mpp.v_mp * STRING_LENGTH)\n",
" EIMP.append(np.sqrt(1-y*RD)*mpp.i_mp * STRING_COUNT)\n",
" EPMP.append(EVMP[y] * EIMP[y])\n",
" EANNUAL.append(pvlib.inverter.sandia(EVMP[y], EDEG[y], INVERTER_60K).sum())\n",
"Y = np.arange(1, 36)\n",
"plt.figure(figsize=(12, 8))\n",
"plt.plot(Y, [eyear/1e6 for eyear in EANNUAL], Y, [edeg.dropna().sum()/1e6 for edeg in EDEG])\n",
"plt.legend(['AC', 'DC'])\n",
"plt.title('Effect of Clipping on Annual AC production with DC Degradation')\n",
"plt.xlabel('years')\n",
"plt.ylabel('annual output [MWh]')"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 763
},
"id": "KPy9io7r4cgA",
"outputId": "15d54899-dda8-4a7e-aebd-98f40a42d129"
},
"execution_count": 118,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"Text(0, 0.5, 'annual output [MWh]')"
]
},
"metadata": {},
"execution_count": 118
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 1200x800 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {}
}
]
},
{
"cell_type": "code",
"source": [
"f, a = plt.subplots(1, 2, figsize=(12, 8))\n",
"a[0].plot(Y, [eimp.dropna().mean() for eimp in EIMP], Y, [evmp.dropna().mean() for evmp in EVMP])\n",
"a[0].legend(['Imp', 'Vmp'])\n",
"a[1].plot(Y, [edeg.dropna().sum()/1e6 for edeg in EDEG], Y, [epmp.dropna().sum()/1e6 for epmp in EPMP])\n",
"plt.xlabel('years')"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 735
},
"id": "ABkF34tJH3qC",
"outputId": "47414f39-57bf-4cc1-8960-7452ef968243"
},
"execution_count": 119,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"Text(0.5, 0, 'years')"
]
},
"metadata": {},
"execution_count": 119
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 1200x800 with 2 Axes>"
],
"image/png": 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\n"
},
"metadata": {}
}
]
},
{
"cell_type": "code",
"source": [
"plt.figure(figsize=(12, 8))\n",
"RD_ABS = 100*np.diff(EANNUAL) / EANNUAL[0]\n",
"RD_DC = [-100*RD for y in range(35)]\n",
"RD_REL = 100*np.diff(EANNUAL) / EANNUAL[:-1]\n",
"plt.plot(Y[1:], RD_ABS, Y, RD_DC) #, Y[1:], RD_REL)\n",
"plt.legend(['AC', 'DC']) #'Rd relative to 1st year']) #, 'Rd relative year over year'])\n",
"plt.title('Clipping Adjusted Loss Rate')\n",
"plt.xlabel('years')\n",
"plt.ylabel('Loss Rate (Rd) [%]')"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 763
},
"id": "0hMJWdto5_Q9",
"outputId": "3c2d9ea3-7653-4e26-c10b-17460ffbf920"
},
"execution_count": 120,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"Text(0, 0.5, 'Loss Rate (Rd) [%]')"
]
},
"metadata": {},
"execution_count": 120
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 1200x800 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {}
}
]
},
{
"cell_type": "code",
"source": [
"f, a = plt.subplots(1, 2, figsize=(16, 8))\n",
"f.suptitle('Effect of Clipping on Annual AC production with DC Degradation')\n",
"a[0].plot(Y, [eyear/1e6 for eyear in EANNUAL], Y, [edeg.dropna().sum()/1e6 for edeg in EDEG])\n",
"a[0].legend(['AC', 'DC'])\n",
"#a[0].set_title('Effect of Clipping on Annual AC production with DC Degradation')\n",
"a[0].set_xlabel('years')\n",
"a[0].set_ylabel('Annual Output [MWh]')\n",
"\n",
"a[1].plot(Y[1:], RD_ABS, Y, RD_DC) #, Y[1:], RD_REL)\n",
"a[1].legend(['AC', 'DC']) #'Rd relative to 1st year']) #, 'Rd relative year over year'])\n",
"#a[1].set_title('Clipping Adjusted Loss Rate')\n",
"a[1].set_xlabel('years')\n",
"a[1].set_ylabel('Loss Rate (Rd) [%]')\n",
"\n",
"f.tight_layout()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 800
},
"id": "rXF4P4Pj5_tW",
"outputId": "918c3480-50fb-468a-ef9b-c2551156f36f"
},
"execution_count": 121,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 1600x800 with 2 Axes>"
],
"image/png": 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},
"metadata": {}
}
]
},
{
"cell_type": "code",
"source": [
"ax = EVMP[0][data['G(h)']>200].plot()\n",
"EVMP[-1][data['G(h)']>200].plot(ax=ax)\n",
"plt.legend(['year 1', 'year 35'])\n",
"plt.title('effect of voltage, based on arbitrary example')\n",
"plt.xlabel('Time')\n",
"plt.ylabel('string voltage [V]')"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 518
},
"id": "55J1JBqEKuJu",
"outputId": "958f0356-b975-4b9d-d875-43c113377f18"
},
"execution_count": 131,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"Text(0, 0.5, 'string voltage [V]')"
]
},
"metadata": {},
"execution_count": 131
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
],
"image/png": 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