{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Tidal Power Performance Analysis\n", "\n", "The following example demonstrates a simple workflow for conducting the power performance analysis of a turbine, given turbine specifications, power data, and Acoustic Doppler Current Profiler (ADCP) water measurements.\n", "\n", "In this case, the turbine specifications can be broken down into\n", " 1. Shape of the rotor's swept area\n", " 2. Turbine rotor diameter/height and width\n", " 3. Turbine hub height (center of swept area)\n", "\n", "Additional data needed:\n", " - Power data from the current energy converter (CEC)\n", " - 2-dimensional water velocity data\n", "\n", "In this jupyter notebook, we'll be covering the following three topics:\n", " 1. CEC power-curve\n", " 2. Velocity profiles\n", " 3. CEC efficiency profile (or power coefficient profile)\n", "\n", "Start by importing the necessary tools:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "scrolled": true }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "from mhkit.tidal import performance\n", "from mhkit.dolfyn import load" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "In this case, we'll use ADCP data from the ADCP example notebook. I am importing a dataset from the ADCP example notebook. This data retains the original timestamps (1 Hz sampling frequency) and was rotated into the principal coordinate frame (streamwise-cross_stream-up)." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Open processed ADCP dataset\n", "ds = load(\"data/tidal/adcp.principal.a1.20200815.nc\")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Next, since we don't have power data, we'll invent a mock timeseries based off the cube of water velocity, just to have something to work with." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Streamwise and hub-height water velocity\n", "streamwise_vel = ds[\"vel\"].sel(dir=\"streamwise\")\n", "hub_height_vel = abs(streamwise_vel.isel(range=10))\n", "\n", "# Emulate power data\n", "power = hub_height_vel**3 * 1e5\n", "# Emulate cut-in speed by setting power at flow speeds below 0.5 m/s to 0 W\n", "power = power.where(abs(streamwise_vel.mean(\"range\")) > 0.5, 0)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "The first step for any of the following calculations is to first split velocity into ebb and flood tide. You'll need some background information on the site to know which direction is positive and which is negative in the data." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "ebb = streamwise_vel.where(streamwise_vel > 0)\n", "flood = streamwise_vel.where(streamwise_vel < 0)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "With the ebb and flood velocities, we can also divide the power data into that for ebb and flood tides." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Make sure ebb and flood are on same timestamps\n", "power = power.interp(time=streamwise_vel[\"time\"])\n", "\n", "power_ebb = power.where(~ebb.mean(\"range\").isnull(), 0)\n", "power_flood = power.where(~flood.mean(\"range\").isnull(), 0)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Power-curve\n", "\n", "Now with power and velocity divided into ebb and flood tides, we can calculate the power curve for the CEC in both conditions\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "power_curve_ebb = performance.power_curve(\n", " power_ebb,\n", " velocity=ebb,\n", " hub_height=4.2,\n", " doppler_cell_size=0.5,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", " turbine_profile=\"circular\",\n", " diameter=3,\n", " height=None,\n", " width=None,\n", ")\n", "power_curve_flood = performance.power_curve(\n", " power_flood,\n", " velocity=flood,\n", " hub_height=4.2,\n", " doppler_cell_size=0.5,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", " turbine_profile=\"circular\",\n", " diameter=3,\n", " height=None,\n", " width=None,\n", ")" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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U_avgU_avg_power_weightedP_avgP_stdP_maxP_min
U_bins
(0.0, 0.1]0.0674590.0000000.0000000.0000000.0000000.000000
(0.1, 0.2]0.1156140.0000000.0000000.0000000.0000000.000000
(0.2, 0.3]0.2496760.2256390.0000000.0000000.0000000.000000
(0.3, 0.4]0.3396000.3155610.0000000.0000000.0000000.000000
(0.4, 0.5]0.4593930.4372492890.7249862660.8100225551.535008229.914964
(0.5, 0.6]0.5485070.53297419677.3435184645.89093624323.23445415031.452582
(0.6, 0.7]0.6714490.65536240369.4355173679.26013545506.30667737083.470337
(0.7, 0.8]0.7261890.70484552413.9720242856.73714257360.86147350670.102583
(0.8, 0.9]0.8439580.82591679944.0008559798.56967496206.92802566531.815452
(0.9, 1.0]0.9387010.920960103970.0421755828.263891112163.97743499100.055332
(1.0, 1.1]1.0466071.026293148511.10000818809.350864171583.550611124179.073981
(1.1, 1.2]1.1473481.127691200340.8205816299.518554209073.741656187772.752668
\n", "
" ], "text/plain": [ " U_avg U_avg_power_weighted P_avg P_std \\\n", "U_bins \n", "(0.0, 0.1] 0.067459 0.000000 0.000000 0.000000 \n", "(0.1, 0.2] 0.115614 0.000000 0.000000 0.000000 \n", "(0.2, 0.3] 0.249676 0.225639 0.000000 0.000000 \n", "(0.3, 0.4] 0.339600 0.315561 0.000000 0.000000 \n", "(0.4, 0.5] 0.459393 0.437249 2890.724986 2660.810022 \n", "(0.5, 0.6] 0.548507 0.532974 19677.343518 4645.890936 \n", "(0.6, 0.7] 0.671449 0.655362 40369.435517 3679.260135 \n", "(0.7, 0.8] 0.726189 0.704845 52413.972024 2856.737142 \n", "(0.8, 0.9] 0.843958 0.825916 79944.000855 9798.569674 \n", "(0.9, 1.0] 0.938701 0.920960 103970.042175 5828.263891 \n", "(1.0, 1.1] 1.046607 1.026293 148511.100008 18809.350864 \n", "(1.1, 1.2] 1.147348 1.127691 200340.820581 6299.518554 \n", "\n", " P_max P_min \n", "U_bins \n", "(0.0, 0.1] 0.000000 0.000000 \n", "(0.1, 0.2] 0.000000 0.000000 \n", "(0.2, 0.3] 0.000000 0.000000 \n", "(0.3, 0.4] 0.000000 0.000000 \n", "(0.4, 0.5] 5551.535008 229.914964 \n", "(0.5, 0.6] 24323.234454 15031.452582 \n", "(0.6, 0.7] 45506.306677 37083.470337 \n", "(0.7, 0.8] 57360.861473 50670.102583 \n", "(0.8, 0.9] 96206.928025 66531.815452 \n", "(0.9, 1.0] 112163.977434 99100.055332 \n", "(1.0, 1.1] 171583.550611 124179.073981 \n", "(1.1, 1.2] 209073.741656 187772.752668 " ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "power_curve_flood" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Next we can plot the two power curves. A velocity bin is missing in the ebb tide power curve in this example because the data is so short, there are no samples for that bin." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def plot_power_curve(P_curve, ax):\n", " ax.plot(P_curve[\"U_avg\"], P_curve[\"P_avg\"], \"-o\", color=\"C0\", label=\"Avg Power\")\n", " ax.plot(\n", " P_curve[\"U_avg\"],\n", " (P_curve[\"P_avg\"] - P_curve[\"P_std\"]),\n", " \"--+\",\n", " color=\"C1\",\n", " label=\"Power - 1 Std Dev\",\n", " )\n", " ax.plot(\n", " P_curve[\"U_avg\"],\n", " (P_curve[\"P_avg\"] + P_curve[\"P_std\"]),\n", " \"-+\",\n", " color=\"C1\",\n", " label=\"Power + 1 Std Dev\",\n", " )\n", " ax.plot(P_curve[\"U_avg\"], P_curve[\"P_min\"], \"--x\", color=\"C2\", label=\"Min Power\")\n", " ax.plot(P_curve[\"U_avg\"], P_curve[\"P_max\"], \"-x\", color=\"C2\", label=\"Max Power\")\n", " ax.set(xlabel=\"Flow Speed at Hub Height [m/s]\", ylabel=\"Power [W]\")\n", " ax.legend()\n", "\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(10, 7))\n", "plot_power_curve(power_curve_ebb, ax[0])\n", "plot_power_curve(power_curve_flood, ax[1])" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Velocity Profiles\n", "Various velocity profiles can be created next from the water velocity data, and we can do this again with ebb and flood tide. These functions are following three steps:\n", " 1. Reshape the data into bins by time (ensembles)\n", " 2. Apply a function to the ensembles to get ensemble statistics (mean, root-mean-square (RMS), or standard devation)\n", " 3. Regroup and bin the ensemble statistics by flow speed\n", "\n", "These profiles are created using the `velocity_profiles` method, and a profile is specified using the \"function\" argument. For the average velocity profiles, we'll set the function = 'mean'.\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "avg_profile_ebb = performance.velocity_profiles(\n", " velocity=ebb,\n", " hub_height=4.2,\n", " water_depth=10,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", " function=\"mean\",\n", ")\n", "avg_profile_flood = performance.velocity_profiles(\n", " velocity=ebb,\n", " hub_height=4.2,\n", " water_depth=10,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", " function=\"mean\",\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### RMS Tidal Velocity\n", "\n", "For RMS velocity profiles, we'll set the function = 'rms'." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "rms_profile_ebb = performance.velocity_profiles(\n", " velocity=ebb,\n", " hub_height=4.2,\n", " water_depth=10,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", " function=\"rms\",\n", ")\n", "rms_profile_flood = performance.velocity_profiles(\n", " velocity=ebb,\n", " hub_height=4.2,\n", " water_depth=10,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", " function=\"rms\",\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Std Dev Tidal Velocity\n", "\n", "And to get the standard deviation, we'll set function = 'std'." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "std_profile_ebb = performance.velocity_profiles(\n", " velocity=ebb,\n", " hub_height=4.2,\n", " water_depth=10,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", " function=\"std\",\n", ")\n", "std_profile_flood = performance.velocity_profiles(\n", " velocity=ebb,\n", " hub_height=4.2,\n", " water_depth=10,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", " function=\"std\",\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we can plot these variables together based on ebb and flood tides. The following code plots the mean and RMS profiles as line plots with \"x\" and \"+\" markers, respectively, and shades the area between +/- 1 standard deviation from the mean." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Flood Tide')" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def plot_velocity_profiles(avg_profile, rms_profile, std_profile, ax):\n", " alt = avg_profile.index\n", " mean = avg_profile.values.T\n", " rms = rms_profile.values.T\n", " std = std_profile.values.T\n", "\n", " ax.plot(mean[0], alt, \"-x\", label=avg_profile.columns[0])\n", " ax.plot(mean[1], alt, \"-x\", label=avg_profile.columns[1])\n", " ax.plot(mean[2], alt, \"-x\", label=avg_profile.columns[2])\n", "\n", " ax.fill_betweenx(alt, mean[0] - std[0], mean[0] + std[0], facecolor=\"lightblue\")\n", " ax.fill_betweenx(alt, mean[1] - std[1], mean[1] + std[1], facecolor=\"moccasin\")\n", " ax.fill_betweenx(alt, mean[2] - std[2], mean[2] + std[2], facecolor=\"palegreen\")\n", "\n", " ax.plot(rms[0], alt, \"+\", color=\"C0\")\n", " ax.plot(rms[1], alt, \"+\", color=\"C1\")\n", " ax.plot(rms[2], alt, \"+\", color=\"C2\")\n", " ax.set(xlabel=\"Water Velocity [m/s]\", ylabel=\"Altitude [m]\", ylim=(0, 10))\n", " ax.legend()\n", "\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(10, 7))\n", "plot_velocity_profiles(avg_profile_ebb, rms_profile_ebb, std_profile_ebb, ax[0])\n", "ax[0].set_title(\"Ebb Tide\")\n", "plot_velocity_profiles(avg_profile_flood, rms_profile_flood, std_profile_flood, ax[1])\n", "ax[1].set_title(\"Flood Tide\")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Current Energy Converter Efficiency\n", "\n", "The CEC efficiency, or device power coefficient, can be found using the `device_efficiency` method." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "efficiency_ebb = performance.device_efficiency(\n", " power=power_ebb,\n", " velocity=ebb,\n", " water_density=ds[\"water_density\"],\n", " capture_area=np.pi * 1.5**2,\n", " hub_height=4.2,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", ")\n", "efficiency_flood = performance.device_efficiency(\n", " power=power_flood,\n", " velocity=flood,\n", " water_density=ds[\"water_density\"],\n", " capture_area=np.pi * 1.5**2,\n", " hub_height=4.2,\n", " sampling_frequency=1,\n", " window_avg_time=600,\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "And these efficiency curves can be plotted as profiles:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Flood Tide')" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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64If4a6B2UyG7sAxBvp749JH+6N5aKz2udlMhrkNwg6/drqUvXvu/nng8Phbvp2Zg1Z4s7Dudj4eT96BHay1mDo/BrV1C4cYlHA4h65qwNm3aYNGiRdi3bx/27t2L4cOHY+zYsfjjjz8AALNnz8b69euxevVqpKam4vz587jrrrvkDJmczPupGRACiO8Sgk5h/gCAmBA/AED6xWI5QyMislpdHfAvFOmRXVgGrbc7vvr7TWYFWGO0DvTGgrHdse2pYZgyKBreHmocPleIv3+2D7e9vQ3rD543a/JqMArsyLiMdWnnsCPjMhvA2oisI2Fjxowxu//KK68gKSkJO3fuRJs2bfDxxx9j5cqVGD58OAAgOTkZXbp0wc6dO3HTTTfJETI5kfMFpfh2/zkAwPShMdLx2NCqIuxEbpEscRERNUZ9HfBNNO5qRLf0s9l7hgZ44bm/dcX0oR3wyW+ZWP77afyZU4RZXxzA4s1/YcbQGGg83PDKD8ea7d6U9twc3WnWhBkMBqxevRolJSWIi4vDvn37UFFRgfj4eOmczp07o23bttixY0edRZher4der5fu63TsjeKqPtx2EpVGgZvaB6FvVAvpeGxI1YjYiQscCSMi5WioAz5QNSK2OzPPoqlHawT7afCvUZ0xdXAHLPv9FD75LRMnL5bgn6sP1nq+aW/KpAf6uHQhZu/N0WVvUXH48GH4+flBo9Fg2rRpWLNmDbp27YqcnBx4enoiMDDQ7PzQ0FDk5OTU+XoLFy6EVquVbpGRkXb+CkgOeSXlWLU7CwDw2DWjYED1dOTZ/FJcKa90eGxERI3hDB3wtT4e+Ed8LH57Zjj+NaoT6hrwaQ57Uzpic3TZi7BOnTohLS0Nu3btwvTp05GYmIijR482+vXmzp2LwsJC6ZaVlWXDaMlZLPstE6UVBnRvHYDBsS3NHgvy9ZQ6SZ+8WCJHeEREVnOmHUD8NO7o07YF6quvXHlvSkdtji57Eebp6YmYmBj07dsXCxcuRK9evfDWW28hLCwM5eXlKCgoMDs/NzcXYWFhdb6eRqNBQECA2Y1cS7G+Est+PwWgahSstkuqTaNhJy5wXRgRKYOz7QDiDCNzcnHU5uiyF2HXMxqN0Ov16Nu3Lzw8PLBlyxbpsePHj+PMmTOIi4uTMUKS2+c7T0NXVon2LX0xqlvtBXn14nyuCyMiZXC2HUCcaWTOkSoMRvx4+LxF5za1AJV1Yf7cuXORkJCAtm3boqioCCtXrkRKSgo2bdoErVaLyZMnY86cOQgKCkJAQABmzZqFuLg4XhnZjJVVGPDR9kwAwLShHepMRjGtTCNhLMKISDkiAr1rPX59B3xHMI3M5RSW1XnFZks/T5fZm7eorAKrdmfhk98yG7xAwqSpBaisRdiFCxfw0EMPITs7G1qtFj179sSmTZtw6623AgAWL14MNzc3jB8/3qxZKzVf3+w/i4tFeoRrvTDuhtZ1nhcbWnWFZAaLMCJSCKNRYN53VX0y7+gVjvv6R9mlLYKlTCNz01fshwqotRDTVxpxvqAUkUG1bx+nBNmFpVj22yms3HUGRfqqi7mCfT2hrzSiRF9Z69etQlVh3NQCVNYi7OOPP673cS8vLyxduhRLly51UETkzCoNRryfehIA8Ojg9vB0r3s2PfbqmrBTl0ugrzRA4652SIxERI317YFzOHCmAD6eajx7W1eE1bM+zFFGdw9H0gN9au5NGVDVwf9cQRkmJe/Gt9NvhtbHQ8ZIrXcsW4cPt57EdwfPo/LqAvuYED9MHdweY3tH4Nc/L9RagNpyathp+oQRNeSHw9k4k3cFLXw8MKF//a1HWvlrEODlDl1ZJTIvlaBzGC/QICLnpSurwKINfwIAZg2PdYoCzGR09/Ba96a8WKTHne/9hoyLJXj0s734bHJ/2T/wNtRYVQiB39Iv4/2tGdh24pJ0fEB0EP5+S3sM7RgibdlUZwFqw6lhFmGkCEIIJKVkAAAevjkaPp71/+qqVCrEhPhh/5kCpF8oZhFGRE7t7c0ncKlYj+iWvnhkUDu5w6mhtr0pw7ReSH64H+5O2oHdmXn451cH8faE3rLtO1lfY9URXULxw6FsfLD1JI5mVzVxd1MBCT3CMXVwe/SKDKz1NesqQF2uYz5RfX758wL+zCmCr6caiXHtLHpObIg/9p8p4BWSROTU0i8USW13XhjTVfbRJGt0DgvA/x7si8RPduP7Q9lo3cIbcxO6ODwOU2PV69dv5RSWYdqK/Wjh44H8KxUAAG8PNe7tF4nJg6ItWstm6ebojcEijJyeEALvXR0Fe+CmKIvXHZjaVKRzcT4ROSkhBF787igqjQLxXUIwrFOI3CFZ7eaYlnhtfE/8c/VBvJ96Eq0DvfGQhR+WbcGSxqr5VyoQ7OuJh29uh/sHRKHF1YbecmMRRk5vd2Ye9p3Oh6e7GyYPirb4eWzYSkTObtMfudiefgme7m54/m+19whTgvF92+B8QSn++/NfePG7PxCu9catXUMd8t6W7LkJAG/e2wu3dHSuItfpmrUSXc80CvZ/fdsgJMDyxaqmIizzUgkqDUa7xEZE1FhlFQa8/EPVNn1TB7dHVLCvzBE1zczhMZjQLxJGAcz6Yj/Ssgoc8r6WNkwtuDod6UxYhJFTO3KuEKl/XYSbCvj7kPZWPTdC6w0fTzUqDAKn867YKUIiosb5X2oGzuaXIkLrhceGdZA7nCZTqVR4aVx33NKxFcoqjJi8bA9OX7bv/r0l+kpsv+Yqx/o4Y2d/FmHk1ExXRP6tZ4TVnxLd3FTVU5JcnE9ETiQr74qU3569vUuDV3wrhYfaDUvv74NuEQG4XFKOScl7kFdSbvP30Vca8Mn2TAx5/Ves3ne23nMdveemNViEkdM6ebEYPx7JBgBMH9q4T4mm7YvSuS6MiJzIKz8cg77SiLj2wbi9h+O2InIEP407kif1Q+tAb2ReKsGjn+5FWYXBJq9tMAqs3puF4f9JxYLvj+JySTnaBftg8qBoqFDdSNVEjj03reEapTe5pPdTT0IIYETnEHQJb1yfrxheIUlETmb7iUvY+EcO1G4qvHhHN6hUzlccNFVIgBeWPdwP45N+x77T+Zj9ZRqWTuzT6B5iQghs+iMX//npuJTPQwM0+MeIjrj7xjbwULuhX7sWdm2sag8cCSOnlF1Yim8PVA0xN2WtRGxI1R6S3MibrJWUlISePXsiICAAAQEBiIuLw4YNG6THhw4dCpVKZXabNm2ajBGTElQYjHhxfdX+kA/eFIVOYf4yR2Q/saH++OChG+GpdsOGIzl45cdjjXqd39MvYdx7v2Pain1Iv1AMrbcH5iZ0Ruq/hmHigLbwUFeVMqO7h2P708PxxaM34a0JN+CLR2/C9qeHO20BBnAkjJzUR9syUWEQ6B8dhL5RjZ/HN+0hmX6hGAajcMrhaHJObdq0waJFixAbGwshBJYvX46xY8fiwIED6NatGwDg0UcfxYIFC6Tn+PgodxNjcozlv59C+oViBPt6YvatHeUOx+5uah+MN+7uiX+sSsPH2zPROtAbj1jYauhgVgHe2HQc29OrFt57e6gxeVA0Hh3SHlrv2vtF2rOxqj2wCCOnk1dSjpW7zgAAHmvkWjCTyCAfeLq7QV9pxLn8UrQN5j+SZJkxY8aY3X/llVeQlJSEnTt3SkWYj48PwsLC5AiPFOhCURmWbD4BAHhqdKc6CwlXM/aG1jhfUIbXNv6Jl344iohAr3q3Akq/UIT//vQXNhzJAQB4qFW4f0AUZgyLQSt/jZxfis2xCCOns+z3UyitMKBbRABu6diqSa+ldlOhfUtf/JlThPSLRSzCqFEMBgNWr16NkpISxMXFScc///xzrFixAmFhYRgzZgyef/75ekfD9Ho99Hq9dF+n09k1bnIur204jmJ9JXq10eLuvpFyh+NQ025pj3MFV7Bi5xnMXHkAWm8PXL7mqslwrRdmDo9B2pkCfLP/LIwCUKmAO3u3xuz4jhZtL6RELMLIqRTrK7H86h5qjw2NscmC1dhQf/yZU4QTucUY3tkxHZzJNRw+fBhxcXEoKyuDn58f1qxZg65dq7qaT5w4EVFRUYiIiMChQ4fw9NNP4/jx4/j222/rfL2FCxdi/vz5jgqfnMi+0/n4Zn/VOtcX7+gm2ybXclGpVHhxTDcczCrA4XM6swIMALILy/DvNUek+7d2DcWTIzu59Jo5gEUYOZkvdp1BYWkF2rf0xejutpnmiZW2L+LifLJOp06dkJaWhsLCQnz99ddITExEamoqunbtiqlTp0rn9ejRA+Hh4RgxYgQyMjLQoUPt0+hz587FnDlzpPs6nQ6Rkc1rRKQ5MhgFXvyuajH+3X3boHfbFjJHJA+VSoULRfp6z/FUq/D5ozehXzvn6+llDyzCyGnoKw34cNtJAMDfb2lvs0X0MSzCqJE8PT0RExMDAOjbty/27NmDt956C++//36NcwcMGAAASE9Pr7MI02g00Ghca00LNeyrvVk4fK4Q/hp3PDW6s9zhyGZ3Zh5ydfUXYeUGgUpDbVtxuya2qCCn8c2+c7hQpEdYgBfu7N3GZq9rGgnLuFAMIZrPHzfZntFoNFvTda20tDQAQHi4814OT45XeKUCb2w6DgB44taOLrew3BqW7vFo6XmugCNh5BQqDUa8v7VqC48pg6Ph6W67zwdRwb5wd1OhWF+JHF0ZwrXeNnttcl1z585FQkIC2rZti6KiIqxcuRIpKSnYtGkTMjIysHLlStx2220IDg7GoUOHMHv2bAwZMgQ9e/aUO3RyIm/+fBx5JeWIDfHDQ3FRcocjK0v3bnTGPR7thUUYOYUfj+Tg9OUraOHjgfv6t7Xpa3u6u6FdS1+kXyjGidxiFmFkkQsXLuChhx5CdnY2tFotevbsiU2bNuHWW29FVlYWNm/ejCVLlqCkpASRkZEYP348nnvuObnDJidyLFuHz3aeBgDMv6Ob1FS0ueofHYRwrRdyCstQ25yEClUd7p1xj0d7YRFGshNCSBvZThoYDV+N7X8tY1r5VRVhF4oxpIltL6h5+Pjjj+t8LDIyEqmpqQ6MhpRGCIF53/0BowBu6xGGgTEt5Q5Jdmo3FeaN6YrpK/ZDBZgVYs6+x6O9NO+ynJxCyvGLOJatg6+nGokD7TNcH8s9JInIgdYfysbuzDx4ebjh37d3lTscpzG6eziSHuiDMK35lGOY1gtJD/Rx6i2G7IEjYSS7pb+mAwAmDmiLQB9Pu7xHjLR9UZFdXp+IyKREX4lXf6jaJ/GxoTFoHcglENca3T283o75zQmLMJKFwSiwOzMPO05ext7T+fBwU2HK4PZ2ez/TRt5/5VZdIWmLJrBERLVZ+ms6cnRliAzyxtQh9strSqa0PR7thUUYOdzGI9mYv/4osgurL0N2d3fDgTP5dhuKbt/KFyoVUFhagUvF5c36MnEisp9Tl0rw0bZMAMDzt3eFl4da5ojImXFNGDnUxiPZmL5iv1kBBgCl5QZMX7EfG49k2+V9vTzUaHt17zGuCyMie1nw/VGUG4wY0rEVbu3KbdKofizCyGEMRoH564/Wemmyyfz1R2Ew2qehaizXhRGRHf3yZy5++fMCPNRVVwFy2QM1hEUYOczuzLwaI2DXEqjaxHV3Zp5d3j/m6rowbl9ERLamrzRgwfqjAIBHbo5Gh1Z+MkdESsAijBxG7i0rpD0kc1mEEZFtfbw9E6cuX0GIvwazRsTKHQ4pBIswchi5t6yQpiMvsggjItvJKSzDu79UtdqZe1tn+Nmh4TS5Jv6mkMPIvWVFh6tF2MUiPQqulNu8J5mp7UZz73tD1Ny8+uMxXCk34MaoFhh3Q2u5wyEFYRFGDnPtlhXXc8SWFX4ad0RovXC+sAzpF4pxYzvbFXu1td0I13ph3piuza4DNFFzsuvkZXx38DxUKuDFO7pxMT5ZhdOR5FCmLSs81eaJylFbVsSE2n5xfl1tN3IKy+zadoOI5GEwCuzIuIw1+8/iydUHAQAT+7dF99ZamSMjpeFIGDnc6O7haBt0HOkXSzBjWAcMimnlsKm72BA/bP3ros16hdXXdkOgaoRv/vqjuLVrGKcmiVxAbaPeKhXQOzJQvqBIsTgSRrIoKK0EANzWIxxxHYIdVqCYFufbaiRM7rYbROQ4dY16CwH86+tDHPUmq7EII4cTQqDgSjkAIMjXPht210XayDvXNg1b5W67QUSOIXezaXJNLMLI4Yr1lai8mqha2PgKxYaYirDzhWUo1lc2+fXkbrtBRI7BUW+yBxZh5HD5JRUAAC8PN4dvbhvo4ylt3p1hgylJU9uNuqhQdZWkvdpuEJFjcNSb7IFFGDlc/tWpSEePgpnYcl2Y2k2FuQmd63xcwL5tN4jIMTjqTfbAIowcTu4iTNq+yEYbeZ+/OkVRW50VGqDBiC6hNnkfIpKPadS7ro9THPWmxmARRg5XcKVqOrKFr4cs728aCbPFdGR+STmW/lq1Xcmi8T3xxaM34a0JN+CjxBsR5OOBXJ0ey38/1eT3ISJ5mZpN18YRzabJNbEII4fLK6kaCbP1tkGWigmxXcPWd35JR1FZJbqEB2B8nzaI6xCMsTe0RnyXUDw1umqa8q3NJ3CxSN/k9yIieZmaTV+/N6Sjmk2T62ERRg4ntaeQa01YaNVI2Jm8KyirMDT6dU5fLsFnO08BAJ69rXONT8B33xiJ7q0DUKSvxH82HW/0+xCR8xjdPRx339gGADCiSwi+ePQmbH96OAswahQWYeRw+abpSB95piODfT0R6OMBIYCMi40fDXt903FUGASGdGyFwbGtajyudlPhxTHdAABf7cvC4bOFjX4vpTNt87Iu7Rx2ZFxmLyVSNN3VZtN9o1o4tNk0uR5uW0QOZ1qYL9d0pEqlQmyIH/acykf6hWJ0i7B+v7cDZ/Lxw6FsqFSo9+rIG9sFYewNEViXdh4vrv8DX0+La3Yb/HJzc3I1haVVHyQDveXJYeQ6OBJGDiddHSnTwnygel1YY/aQFELg1R+PAQD+r08bdAkPqPf8ZxI6w9tDjX2n87Eu7bz1wSoYNzcnV6S7WoRpveXLYeQaWISRw5matcrVogK4pldYrvVF2E9Hc7HnVD68PNwwZ2THBs8P13pjxrAOAICFG46hxAad+pWgoc3NAW7zQspUyCKMbIRFGDlcgcx9woDG9wqrMBjx2oY/AQCTB0UjXOtt0fOmDG6PyCBv5Or0eC8l3bpgFYrbvJCrKiitymEswqipWISRw+U5QRFmukLy9OUrKK80Wvy8VbvP4OSlEgT7emLaLR0sfp6XhxrP3V7VY+jDbZk4c/mKdQErhBACR84V4q3NJ/DU1wcteg63eSGlkdaEyXRxEbkOLswnhyqrMKCsoqroCZRxTVhYgBf8NO4o1lfi9OUSxIb6N/icYn0llmw+AQD4R3ws/L2si39k11AMimmJ7emX8PIPR/HBQzc2KnZHMRgFdmfm4UJRGUL8qzqB13YVWFmFATtOXsbmo7n45c8L9Y5+1YbbvJCS6Curc1gAR8KoiViEkUOZFuW7u6ngr5Hv10+lUiEmxA9pWQU4caHYoiLs/dQMXC4pR/uWvrivf9tGvee8MV0x+q1t+OloLraduFhrawtn0NAVjReL9Pj1zwvYfCwX29Mv4Up5db81bw81BsW2xIjOIXjz579wsUhf67owFaqaXHKbF1IS0yiYSgVZcxi5Bv4GkUOZFuUH+njK3qpBKsJyi4Ee9Z+bU1iGD7edBAA8NbozPNSNm8mPDfXHgzdFYdnvpzB//VFs+MfgRr+WvZiuaLy+cMouLMO0FfsR3dIHpy5fgbjmhLAAL4zoEoL4LqGI6xAMLw81gKrpmukr9kMF1FqIcZsXUprCq30OA7w84MbfXWoiFmHkUNWbd8s/jG+6QjLdgoatb/58HGUVRtwY1QKjujVtQ+7Z8R2xLu0c0i8U47Mdp/HIoOgmvZ4t1XdFo0nmpar1bD1aa6XCq1tEQK1FtWmbl+tH1QDg3n6R7BNGisP1YGRLLMLIofKdYFG+iWlx/onc+q+Q/DNHh9X7zgIAnr29S5NH8LQ+HnhyVCf8e80RLN78F8beEIFgP02TXtNWGrqi0WTpxD64vadlBdTo7uG4tWuYtL4sLasAyb+dwq/HL6CswiCNmhEpAdtTkC051zwIuTxpyyIZF+WbxLSqWgd28lIJKg11XyG58Mc/IQRwe49w9GnbwibvPaFfW3QND0BRWSX+89NfNnnNprhcrMcn2zPxLwuvaKw0Wn5FKVC1hZNpc/NnEjojQuuFXJ0en+8605hwiWTDIoxsiUUYOVRBifOMhLVu4Q0vDzeUVxqRlV9a6znbT1xC6l8X4aFW4V+jOtnsvdVuKrx4R9W+kqv2nMGRc7bbV9LSfRr1lQZsOJyNKcv3YMCrW7Dg+6M4W8f34XpNuaJR467GrBGxAICklHRcKW8ezWvJNRSY1oSxCCMb4HQkOVSezPtGXkvtpkKHVn7447wO6ReKEd3S1+xxo7F6e6L7B0Sh3XWPN1X/6CCM6RWB9QfPY/76P/DV35u+r2RDVzUKIXAgqwDf7j+L9QezpU/1ANCrjRbjerdGUkqG3a9o/L++bZCUkoEzeVfw6Y7TVvVcI5JT9b6RLMKo6ViEkUOZPkUGOcF0JFC1OP+P8zqcuFCEW7uaL7hfm3YOR7N18Ne44/GrIze2NjehM34+moM9p/Kx/lA27ugV0ejXquuqxpyrVzXe0SscR87pcPJSifRYWIAX7uzTGnf1bi216QjXetV6RaOpPLTFFY0eajc8PiIWT64+iPdTM/DATVHw4+X+pACcjiRbknU6cuHChejXrx/8/f0REhKCcePG4fjx42bnDB06FCqVyuw2bdo0mSKmpsp3opEwoHr7ovTr9pAsqzDgP5uqfhcfGxaDIF/7xBsR6I3HhsYAAF794RiKyiosmkq8niX7NH53MBsnL5XA20ONO3u3xorJA/DbM8Px9OjOZn3STFc0hmnNpxzDtF5IeqCPza5oHHdDBNq39EX+lQokb8+0yWsS2RuLMLIlWT96pqamYsaMGejXrx8qKyvx7LPPYuTIkTh69Ch8faunfh599FEsWLBAuu/j4yNHuGQD0sJ8pynCqoqPExfMi7Dk307hfGEZIrReePjmdnaNYeqQ9vhqbxbO5pcibuEWFOurG59eO5VYn+3pFy26qnHakPaYOSK2wVGn669orK9jfmO5q93wj/hY/GNVGj7YmoEuEQEo0Vfa5b2IbIVFGNmSrEXYxo0bze4vW7YMISEh2LdvH4YMGSId9/HxQVhYmEWvqdfrodfrpfs6nc42wZJN5Jc4T58woLpNRcbFYhiNAm5uKuSVlOO9X6s22X5yVCe7t1Dw8lDjtu5h+GBbplkBBlRNJU5fsV8agTIYBbLyruDPnCIczynC8Vwd/swpQubFkjpe3VyXiACLp/1MVzTa05ieEVi04U9kF5ZhyvK90nFLi08iR2OfMLIlp1qEUVhYdYVYUJD5ot/PP/8cK1asQFhYGMaMGYPnn3++ztGwhQsXYv78+XaPlRpH6hNmp+k9a0UF+cBDrcKVcgPOF5aiTQsfvL3lBIr0legWEYBxN7S2ewwGo8B3h7Jrfcw0lTj7y4NY+ms6Tlwolvatawxn26fxp6M5tY7gXV98EjkLUxHGqyPJFpymCDMajXjiiSdw8803o3v37tLxiRMnIioqChERETh06BCefvppHD9+HN9++22trzN37lzMmTNHuq/T6RAZGWn3+KlhFQYjisqq2hE4y3Sku9oN0S198VduMU5cKEalQWDFztMAgGdv6+KQbUl2Z+Yhp4GpxNIKAw6fqxrV1bi7ITbUD51CA9ApzA+dwgIQG+KHu5J+R25hmWL2aTStY6uNQFXM89cfxa1dwzg1SU7DdHERpyPJFpymCJsxYwaOHDmC7du3mx2fOnWq9P89evRAeHg4RowYgYyMDHToUPOydo1GA43GObqPkzlT8lKpnCuBxbTyw1+5xVh34BxyCstQaRS4pWMr3BzT0iHvf6Go4bVcAPDIze1w/01RaBfsW2tR8uKYrna/qtGWGurOL1C1X+XuzDy7T4sSWUIIAR3XhJENOUWz1pkzZ+L777/Hr7/+ijZt2tR77oABAwAA6enpjgiNbKjg6lRkgJeH0xQDG49kY+uJSwCAtWnnsTMzDwAwuKNjCjDA8inCW7uGoUMrvzq/d466qtFWLC0+LT2PyN7KKowov7q7hrNc4U3KJutImBACs2bNwpo1a5CSkoLo6IY3Mk5LSwMAhIc71z8o1LB8qUeYcySvuvpqAcAr3x9Dm0BvhxQu/aODEK71Qo4NphIdcVWjrVhafDrbOjZqvkzrwdRuKvh6cs9TajpZR8JmzJiBFStWYOXKlfD390dOTg5ycnJQWlq1dUpGRgZeeukl7Nu3D6dOncJ3332Hhx56CEOGDEHPnj3lDJ0aobpHmPzD+PX11TKZv/6oxX26mkLtpsK8MV0BVE8dmjRmKvHafRrjOgQ7ZQEGVBefdUWnQtVVknKtY0tKSkLPnj0REBCAgIAAxMXFYcOGDdLjZWVlmDFjBoKDg+Hn54fx48cjNzdXlljJMQpKq3KY1tujybtbEAEyF2FJSUkoLCzE0KFDER4eLt2+/PJLAICnpyc2b96MkSNHonPnzvjnP/+J8ePHY/369XKGTY2U70T7RlqzHskRlDaVaAu2Lj5trU2bNli0aBH27duHvXv3Yvjw4Rg7diz++OMPAMDs2bOxfv16rF69GqmpqTh//jzuuusuWWIlxyjkonyyMdmnI+sTGRmJ1NRUB0VD9maajnSGkTBnXI+kpKlEWzEVn9fvdxnmBH3CxowZY3b/lVdeQVJSEnbu3Ik2bdrg448/xsqVKzF8+HAAQHJyMrp06YKdO3fipptukiNksjM2aiVbc5qrI8n1mRbmBznBSJizrkdyRINUZ6OE4tNgMGD16tUoKSlBXFwc9u3bh4qKCsTHx0vndO7cGW3btsWOHTvqLMLYTFrZWISRrbEII4dxpkattlwMT03nrMXn4cOHERcXh7KyMvj5+WHNmjXo2rUr0tLS4OnpicDAQLPzQ0NDkZOTU+frsZm0srEII1tzihYV1DzklTjPdKSzr0ci59CpUyekpaVh165dmD59OhITE3H0aO0NZi0xd+5cFBYWSresrCwbRkv2xiKMbI0jYeQwpulIZ1iYDzj3eiRyDp6enoiJiQEA9O3bF3v27MFbb72Fe++9F+Xl5SgoKDAbDcvNza13n1s2k1Y27htJtsYijBwm38mKMEAZ65HIeRiNRuj1evTt2xceHh7YsmULxo8fDwA4fvw4zpw5g7i4OJmjJHvhSBjZGoswchjTtkUtfJ0rgTnreiSS19y5c5GQkIC2bduiqKgIK1euREpKCjZt2gStVovJkydjzpw5CAoKQkBAAGbNmoW4uDheGenCTDmMm3eTrbAII4cwGoVTjoQR1eXChQt46KGHkJ2dDa1Wi549e2LTpk249dZbAQCLFy+Gm5sbxo8fD71ej1GjRuG9996TOWqyJ46Eka2xCCOHKCqrhKn5PNdTkBJ8/PHH9T7u5eWFpUuXYunSpQ6KiORm2rw7kEUY2QivjiSHMI2C+XqqoXHnnmtEpDzSSBg/SJKNsAgjh6jeN5JTkUSkPEIIFHA6kmyMRRg5RHWjViYvIlKeknIDDFfXVLAII1thEUYOkX+1USsX5ROREpmmIj3VbvD24JIKsg0WYeQQvDKSiJSs8Jr2FCoV+wiSbbAII4eoLsI4jE9EylNQWpXDtN5sKkC2wyKMHCL/imm7D46EEZHy6Lgon+yARRg5hGnfyCBfFmFEpDzV+0Yyh5HtsAgjhzAtzGejViJSInbLJ3tgEUYOwYX5RKRkpn0jWYSRLbEII4dgEUZESmYaCePm3WRLLMLI7oQQ0sJ8NmslIiUq5L6RZAcswsjuSisMKK80AuBIGBEpE9eEkT2wCCO7yyupmor0VLvBx5OdpolIeViEkT2wCCO7K7hmKpKdpolIiaQijFd4kw2xCCO746J8IlI6rgkje2ARRnZX3S2fyYuIlMdoFOyYT3bBIozsLr+EI2FEpFxF+koYRdX/s0UF2RKLMLI7aTqSWxYRkQKZRsE07m7w8uDFRWQ7LMLI7qSF+ZyOJCIFqt43kjmMbItFGNldHqcjiUjB2J6C7IVFGNmdaToykEUYESkQ940ke2ERRnZnSmBB3LKIiBSII2FkLyzCyO44EkZESlZdhDGHkW2xCCO7Y4sKIlIyjoSRvbAII7sqrzSipNwAgFdHEpEyFZZWfZBkEUa2xiKM7Krg6lSkmwoI8GICIyLlqR4Jc5c5EnI1LMLIrqq3LPKEmxs37yYi5anuE8YlFWRbLMLIrkw9wtjkkIiUimvCyF5YhJFdmaYjuSifiJTK1GaH+0aSrbEII7vKl7YsYhFGRMrEkTCyFxZhZFfS5t2cjiQiBTIYBYrKKgFwWQXZHoswsiupR5gvR8KISHl0V0fBAI6Eke2xCCO74nQkESmZaSrSx1MNDzX/ySTb4m8U2VUBpyOJSMG4HozsiUUY2RX3jSQiJWMRRvbEIozsqno6kgmMiJSngEUY2RGLMLIr00hYEBfmE5ECcSSM7IlFGNmNwSi43QcRKZqORRjZEYswspvC0goIUfX/7K9DREpU/UGSOYxsj0UY2Y1pKtJf485Lu4lIkUxXeHMkjOyB/zKS3UjtKbgejIgUimvCyJ5YhJHd5JfwykgiUjZTEcbNu8keWISR3eSxRxgRKVxhqWnfSOYxsj0WYWQ37JZPSrZw4UL069cP/v7+CAkJwbhx43D8+HGzc4YOHQqVSmV2mzZtmkwRkz0Uck0Y2RGLMLIbqVEr14SRAqWmpmLGjBnYuXMnfv75Z1RUVGDkyJEoKSkxO+/RRx9Fdna2dHv99ddlipjsgWvCyJ7c5Q6AXFf1SBiLMFKejRs3mt1ftmwZQkJCsG/fPgwZMkQ67uPjg7CwMEeHRw5QYTCipNwAgEUY2QdHwshu8ko4HUmuo7CwEAAQFBRkdvzzzz9Hy5Yt0b17d8ydOxdXrlyp8zX0ej10Op3ZjZyXqVErAAR4ccyCbI+/VWQ3nI4kV2E0GvHEE0/g5ptvRvfu3aXjEydORFRUFCIiInDo0CE8/fTTOH78OL799ttaX2fhwoWYP3++o8KmJjLtG+mvcYc7ex2SHcj6W2XJwteysjLMmDEDwcHB8PPzw/jx45GbmytTxGQNTkeSq5gxYwaOHDmCVatWmR2fOnUqRo0ahR49euD+++/Hp59+ijVr1iAjI6PW15k7dy4KCwulW1ZWliPCp0ZiewqyN1mLMEsWvs6ePRvr16/H6tWrkZqaivPnz+Ouu+6SMWqylGkkjNt9kJLNnDkT33//PX799Ve0adOm3nMHDBgAAEhPT6/1cY1Gg4CAALMbOS8uyid7k3U6sqGFr4WFhfj444+xcuVKDB8+HACQnJyMLl26YOfOnbjpppvkCJssIIRAfglHwki5hBCYNWsW1qxZg5SUFERHRzf4nLS0NABAeHi4naMjR9Bx30iyM6daE3b9wtd9+/ahoqIC8fHx0jmdO3dG27ZtsWPHjlqLML1eD71eL93nwld5FOsrUWms2r2bRRgp0YwZM7By5UqsW7cO/v7+yMnJAQBotVp4e3sjIyMDK1euxG233Ybg4GAcOnQIs2fPxpAhQ9CzZ0+ZoydbKLjCkTCyL6dZaVjbwtecnBx4enoiMDDQ7NzQ0FApIV5v4cKF0Gq10i0yMtLeoVMtTMnLy8MN3p5qmaMhsl5SUhIKCwsxdOhQhIeHS7cvv/wSAODp6YnNmzdj5MiR6Ny5M/75z39i/PjxWL9+vcyRk61wOpLszWlGwkwLX7dv396k15k7dy7mzJkj3dfpdCzEZJDHqUhSOCFEvY9HRkYiNTXVQdGQHFiEkb05RRFmWvi6detWs4WvYWFhKC8vR0FBgdloWG5ubp3NETUaDTQajb1Dpgbkc99IIlI4qQjjmjCyE1mnI4UQmDlzJtasWYNffvmlxsLXvn37wsPDA1u2bJGOHT9+HGfOnEFcXJyjwyUrmKYjg3yZvIhImbgmjOxN1pGwhha+arVaTJ48GXPmzEFQUBACAgIwa9YsxMXF8cpIJ8eRMCJSOh2nI8nOZC3CkpKSAABDhw41O56cnIxJkyYBABYvXgw3NzeMHz8eer0eo0aNwnvvvefgSMla+dyyiIgUzjQdGejND5NkH7IWYQ0tfAUALy8vLF26FEuXLnVARGQr0pZFHAkjIoXiwnyyN6dpUUGuJZ9bFhGRwhWUVuUxFmFkLyzCyC4KpM27mbyISHn0lQaUVRgBsAgj+2ERRnZh6hPGhflEpESmqUiVCvD3copuTuSCWISRXRRwOpKIFMx0ZWSAlwfc3FQyR0OuikUY2YVpYX4QizAiUiD2CCNHYBFGNldWYUBphQEAEMg1YUSkQLwykhyBRRjZnOnKSHc3Ffw1XEtBRMoj9Qhjr0OyIxZhZHP5Jabk5QmVimspiEh5TEVYAEfCyI5YhJHNVS/KZ/IiImXimjByBBZhZHPslk9ESsc1YeQIFi3YmTNnjtUv/NxzzyEoKMjq55Hy5UmbdzN5kf0xP5E96KR9I5nHyH4sKsKWLFmCuLg4eHpaNrKxfft2zJw5k0mumSq42qg1yJcjYWR/zE9kDxwJI0ew+NK1NWvWICQkxKJz/f39Gx0QKZ9pOpLd8slRmJ/I1gpYhJEDWLQmLDk5GVqt1uIXff/99xEaGtrooEjZ8rkwnxyI+YnsgSNh5AgWjYQlJiZa9aITJ05sVDDkGvK5ZRE5EPMT2YNUhPHDJNlRkzppHjlyBKmpqTAYDLj55pvRt29fW8VFCiZdHck1YSQj5idqLCEER8LIIRrdomLp0qUYMWIEUlNT8euvv2L48OF45ZVXbBkbKRT7hJHcmJ+oKcoqjCivNAJgEUb2ZfFIWFZWFiIjI6X77777Lv744w+0bNkSALBjxw7ccccd+Pe//237KElR8kpMLSo4EkaOwfxEtmQaBVO7qeDHrdfIjiweCYuPj8dbb70FIQQAIDg4GBs3boRer0dRURE2b96MVq1a2S1QUoZKgxFFZZUAOBJGjsP8RLZ07VQkt14je7K4CNuzZw+OHz+OAQMGIC0tDR988AEWL14Mb29vBAYG4ssvv8Ty5cvtGSspgOmybpWKw/jkOMxPZEtcD0aOYvE4a0BAAN577z38/vvvmDRpEoYPH45t27bBYDDAYDAgMDDQjmGSUpjWgwV4ecBdzV2xyDGYn8iWpDzGIozszOp/JQcOHIi9e/eiRYsW6N27N7Zu3coER5K8EtO+kUxe5HjMT2QLHAkjR7F4JKyyshIffPABjh07hl69euHZZ5/Fvffei2nTpmHZsmV499132QCRqnuEsT0FORDzE9lSIfeNJAexeCRs8uTJePfdd+Hr64vk5GTMnj0bHTt2xC+//ILRo0cjLi4OSUlJ9oyVFKCAjVpJBsxPZEs6joSRg1hchK1btw7ffPMNFi1ahJ9//hk//PCD9NjkyZOxc+dObNu2zS5BknJU7xvJ5EWOw/xEtsR9I8lRLC7CQkND8dNPP6G8vBy//PILgoODzR4PCQnBypUrbR4gKUt+CUfCyPGYn8iWuCaMHMXiNWHvvvsu7r//fsyZMwfh4eH46quv7BkXKZRpTVgQ14SRAzE/kS1x30hyFIuLsFtvvRW5ubm4dOkSmx5SnTgdSXJgfiJbKrjCkTByDKtaVKhUKiY4qhcX5pNcmJ/IVrgwnxzFoiKsT58+yM/Pt/hFBw0ahHPnzjU6KFKu6n0jmbzIMZifyNa4JowcxaLpyLS0NBw8eBBBQUEWvWhaWhr0en2TAiNlMg3jc00YOQrzE9mSEKK6Txg/TJKdWbwmbMSIEdLmuA3hhqfNk9EopEu7OR1JjsT8RLZSUm5ApbHqd4kjYWRvFhVhmZmZVr9wmzZtrH4OKVtRWSUMV5MXP0GSozA/kS2ZRsE81Cp4e6hljoZcnUVFWFRUlL3jIBdgak/h46mGxp3JixyD+YlsqfCaKyM5akr2ZvUG3kR1yeeVkUSkcFyUT47EIoxsxrQov4UvkxcRKVNhadWHSRZh5Agswshm8rhlEREpHEfCyJFYhJHNmKYjA1mEEZFCsQgjR7K6CEtMTMTWrVvtEQspnNQjjFdGkkyYn6ipqnuE8cMk2Z/VRVhhYSHi4+MRGxuLV199lZ2nScKRMJIb8xM1lenDZABHwsgBrC7C1q5di3PnzmH69On48ssv0a5dOyQkJODrr79GRUWFPWIkhai+OpLJi+Rhy/y0cOFC9OvXD/7+/ggJCcG4ceNw/Phxs3PKysowY8YMBAcHw8/PD+PHj0dubq4tvyRyME5HkiM1ak1Yq1atMGfOHBw8eBC7du1CTEwMHnzwQURERGD27Nk4ceKEreMkBcgvMV0dyZEwko+t8lNqaipmzJiBnTt34ueff0ZFRQVGjhyJkpIS6ZzZs2dj/fr1WL16NVJTU3H+/Hncdddd9vrSyAFYhJEjNWlhfnZ2Nn7++Wf8/PPPUKvVuO2223D48GF07doVixcvtlWMpBDsE0bOpKn5aePGjZg0aRK6deuGXr16YdmyZThz5gz27dsHoGrq8+OPP8abb76J4cOHo2/fvkhOTsbvv/+OnTt32vvLIzvRmdaEsQgjB7C6CKuoqMA333yDv/3tb4iKisLq1avxxBNP4Pz581i+fDk2b96Mr776CgsWLLBHvOTEpD5hLMJIJvbMT4WFhQAgbRS+b98+VFRUID4+Xjqnc+fOaNu2LXbs2FHra+j1euh0OrMbORfT/rdaLqsgB7B4A2+T8PBwGI1G3Hfffdi9ezduuOGGGucMGzYMgYGBNgiPlEIIgTxpYT6TF8nDXvnJaDTiiSeewM0334zu3bsDAHJycuDp6VnjtUJDQ5GTk1Pr6yxcuBDz58+36r3JsTgdSY5kdRG2ePFi3H333fDy8qrznMDAwEZtqkvKVVphQHmlEQAQxDVhJBN75acZM2bgyJEj2L59e5Pimzt3LubMmSPd1+l0iIyMbNJrku0YjUKajmQRRo5gdRF2xx134MqVKzWSXF5eHtzd3REQEGCz4Eg58q9ORXqq3eDjyc27SR72yE8zZ87E999/j61bt6JNmzbS8bCwMJSXl6OgoMBsNCw3NxdhYWG1vpZGo4FGo7E6BnKM4vJKGEXV/7MII0ewek3YhAkTsGrVqhrHv/rqK0yYMMEmQZHy5JdUT0WqVCqZo6Hmypb5SQiBmTNnYs2aNfjll18QHR1t9njfvn3h4eGBLVu2SMeOHz+OM2fOIC4urnFfAMmq8OqHSY27G7w8+GGS7M/qImzXrl0YNmxYjeNDhw7Frl27bBIUKQ+vjCRnYMv8NGPGDKxYsQIrV66Ev78/cnJykJOTg9LSUgCAVqvF5MmTMWfOHPz666/Yt28fHn74YcTFxeGmm26yyddDjsX1YORoVk9H6vV6VFZW1jheUVEhJSdqfkzTkS18mbxIPrbMT0lJSQCqCrhrJScnY9KkSQCq1qC5ublh/Pjx0Ov1GDVqFN57771GxU7yYxFGjmb1SFj//v3xwQcf1Dj+v//9D3379rVJUKQ8BRwJIydgy/wkhKj1ZirAAMDLywtLly5FXl4eSkpK8O2339a5HoycX/W+kSzCyDGsHgl7+eWXER8fj4MHD2LEiBEAgC1btmDPnj346aefbB4gKUNeCfeNJPkxP1FTmHodciSMHMXqkbCbb74ZO3bsQGRkJL766iusX78eMTExOHToEAYPHmyPGEkBqhu1MnmRfJifqClMI2HcvJscxeqRMAC44YYb8Pnnn9s6FlIw08J89ggjuTE/UWNxTRg5WqOKMKPRiPT0dFy4cAFGo9HssSFDhtgkMFIW08J8TkeS3JifqLGkNWHezGPkGFYXYTt37sTEiRNx+vRpCCHMHlOpVDAYDDYLjpTD1CeM05EkJ+YnaorC0qo8pvVu1PgEkdWs/k2bNm0abrzxRvzwww8IDw9nY04CcE2fME5HkoyYn6gpCrl5NzmY1QvzT5w4gVdffRVdunRBYGAgtFqt2c0aW7duxZgxYxAREQGVSoW1a9eaPT5p0iSoVCqz2+jRo60NmRygemE+izCSjy3zEzU/XBNGjmZ1ETZgwACkp6fb5M1LSkrQq1cvLF26tM5zRo8ejezsbOn2xRdf2OS9yXbKK40o1lc1yOR0JMnJlvmJmp/qIowfJskxrJ6OnDVrFv75z38iJycHPXr0gIeH+T+6PXv2tPi1EhISkJCQUO85Go2GzQ+dnKlRq5sKCPBiEUbysWV+ouaHfcLI0awuwsaPHw8AeOSRR6RjKpUKQgi7LHxNSUlBSEgIWrRogeHDh+Pll19GcHBwnefr9Xro9Xrpvk6ns2k8VNO1V0a6uXENDsnH0fmJXIfBKFBUVjWizyKMHMXqIiwzM9MecdRq9OjRuOuuuxAdHY2MjAw8++yzSEhIwI4dO6BW177D/cKFCzF//nyHxUjVi/K51QfJzZH5iVxLUVmF9P8swshRrC7CoqKi7BFHrSZMmCD9f48ePdCzZ0906NABKSkp0pYk15s7dy7mzJkj3dfpdIiMjLR7rM0Z940kZ+HI/ESuxbQezMdTDU93q5dLEzVKo37TPvvsM9x8882IiIjA6dOnAQBLlizBunXrbBrc9dq3b4+WLVvWu/BWo9EgICDA7Eb2lVfCLYvIeciVn0jZuB6M5GB1EZaUlIQ5c+bgtttuQ0FBgbTGIjAwEEuWLLF1fGbOnj2Ly5cvIzw83K7vQ9bJ50gYOQk58xMpG9tTkBysLsLeeecdfPjhh/j3v/9tti7rxhtvxOHDh616reLiYqSlpSEtLQ1A1XqOtLQ0nDlzBsXFxfjXv/6FnTt34tSpU9iyZQvGjh2LmJgYjBo1ytqwyY4K2KiVnIQt8xM1L9y8m+TQqIX5vXv3rnFco9GgpKTEqtfau3cvhg0bJt03reVKTExEUlISDh06hOXLl6OgoAAREREYOXIkXnrpJWg0GmvDJjsyTUdyYT7JzZb5iZqX6n0jmcfIcawuwqKjo5GWllZjAezGjRvRpUsXq15r6NChNfZ3u9amTZusDY9kwIX55CxsmZ+oeeF0JMnB6iJszpw5mDFjBsrKyiCEwO7du/HFF19g4cKF+Oijj+wRIzk5rgkjZ8H8RI3FIozkYHURNmXKFHh7e+O5557DlStXMHHiREREROCtt94yaylBzUf1vpFMXiQv5idqrEJeHUkysLoIA4D7778f999/P65cuYLi4mKEhITYOi5SkDwuzCcnwvxEjSGtCeOHSXKgRhVhJj4+PvDx8bFVLKRABqOQkhenI8mZMD+RNQpKqz5M8upIciSLirA+ffpgy5YtaNGiBXr37g2Vqu79Affv32+z4Mj56UorYLq2gp8gSQ7MT2QLhaXcN5Icz6IibOzYsVJbiHHjxtkzHlIY06J8f407PNTc6oMcj/mJbEHHhfkkA4uKsHnz5tX6/0TS5t2+TFwkD+YnsoXqNWFcVkGOY/XQxZ49e7Br164ax3ft2oW9e/faJChSjvyrjVqDmLjICTA/UWNUGIwo1nM6khzP6iJsxowZyMrKqnH83LlzmDFjhk2CIuWQRsJYhJETYH6ixjBNRQJAgFeTrlcjsorVRdjRo0fRp0+fGsd79+6No0eP2iQoUg72CCNnwvxEjWGaivTTuMOda1vJgaz+bdNoNMjNza1xPDs7G+7u/ATR3ORxJIycCPMTNUYBF+WTTKwuwkaOHIm5c+eisLBQOlZQUIBnn30Wt956q02DI+dn2jcyiI1ayQkwP1FjcMsikovVHw3/85//YMiQIYiKikLv3r0BAGlpaQgNDcVnn31m8wDJuZkW5nM6kpwB8xM1BttTkFysLsJat26NQ4cO4fPPP8fBgwfh7e2Nhx9+GPfddx88PPgL3NxwOpKcCfMTNQZHwkgujVok4evri6lTp9o6FlIg03QktywiZ8H8RNYyXWDEXT/I0Swqwr777jskJCTAw8MD3333Xb3n3nHHHTYJjJQh33R1JJu1kkyYn6ipOBJGcrGoCBs3bhxycnIQEhJS77YgKpUKBoPBVrGRkxNCcCSMZMf8RE1lKsK4eTc5mkVFmNForPX/qXkr1leiwlC1ezeLMJIL8xM1FUfCSC4WtagICgrCpUuXAACPPPIIioqK7BoUKYNpHYXG3Q3enmqZo6HmivmJmqqQa8JIJhYVYeXl5dDpdACA5cuXo6yszK5BkTLks0cYOQHmJ2oqjoSRXCyajoyLi8O4cePQt29fCCHw+OOPw9vbu9ZzP/nkE5sGSM4rX/r0yCKM5MP8RE3FIozkYlERtmLFCixevBgZGRkAgMLCQn7aJOSXmBblM3GRfJifqKlYhJFcLCrCQkNDsWjRIgBAdHQ0PvvsMwQHB9s1MHJ+punIFpyOJBkxP1FT6CsNKK2oumo20Ju5jBzL6oX5w4YNg6cnf1Hpmh5hHAkjGTE/UVOYRsFUKsDfi5u8k2NxYT41GnuEkTNgfqKmMO0b6a9xh5ubSuZoqLnhwnxqtLwS7htJ8mN+oqYwjYQxj5EcrF6Yr1KpuPCVAFT3CQvilkUkI+YnagpTHuOifJIDF+ZTo5kW5vMTJMnJXvlp69ateOONN7Bv3z5kZ2djzZo1ZtsiTZo0CcuXLzd7zqhRo7Bx48Ymvzc5Dq+MJDlZvQoxMzPTHnGQAhVIC/NZhJFzsGV+KikpQa9evfDII4/grrvuqvWc0aNHIzk5Wbqv0Whs9v7kGCzCSE4WLcwHgNtuuw2FhYXS/UWLFqGgoEC6f/nyZXTt2tWmwZFzy2OfMHIS9shPCQkJePnll3HnnXfWeY5Go0FYWJh0a9GihdWxk7ykIox5jGRgcRG2adMm6PV66f6rr76KvLw86X5lZSWOHz9u2+jIaZVVVPfWYZ8wkptc+SklJQUhISHo1KkTpk+fjsuXL9d7vl6vh06nM7uRvLgmjORkcREmhKj3PjUvpsTl7qaCv4a9dUhecuSn0aNH49NPP8WWLVvw2muvITU1FQkJCTAYDHU+Z+HChdBqtdItMjLS7nFS/XScjiQZ8V9PapTq9hQeUKnYW4eanwkTJkj/36NHD/Ts2RMdOnRASkoKRowYUetz5s6dizlz5kj3dTodCzGZcU0YycnikTCVSlXjH1v+49t8FfDKSHIizpCf2rdvj5YtWyI9Pb3OczQaDQICAsxuJC+pTxiLMJKBxSNhQghMmjRJuvqnrKwM06ZNg6+vLwCYrccg12fasiiIRRg5AWfIT2fPnsXly5cRHh5u9/ci2yngSBjJyOIiLDEx0ez+Aw88UOOchx56qOkRkSJU9whj4iL52SM/FRcXm41qZWZmIi0tDUFBQQgKCsL8+fMxfvx4hIWFISMjA0899RRiYmIwatSoxn0RJAvTSFgAizCSgcVF2LW9cIjyS7hvJDkPe+SnvXv3YtiwYdJ901quxMREJCUl4dChQ1i+fDkKCgoQERGBkSNH4qWXXmKvMIXhmjCSExfmU6OYpiPZnoJc1dChQ+u9ynLTpk0OjIbsoazCgPJKIwCO6pM8LF6YT3Qt08J8NmolIqUytdpRu6ngx1Y7JAMWYdQo+Vc4HUlEyiatB/Ny59X+JAsWYdQoeVc/QXIIn4iUiuvBSG4swqhRTNORQVwTRkQKVb1vJPMYyYNFGDVKfgmbtRKRspk+THIkjOTCIoysVmkwQldWCYAL84lIuTgdSXJjEUZWM3WYBpi8iEi5qjfv5pWRJA8WYWS1a4fw3dX8FSIiZareN5LLKkge/BeUrCY1auVUJBEpGPeNJLmxCCOr5XFRPhG5AK4JI7mxCCOrsVs+EbkCbt5NcmMRRlbjvpFE5AqkNWH8QEkyYRFGVuOWRUTkCgqvcDqS5MUijKxmatTK6UgiUiohBNeEkexYhJHV8qV9IzkSRkTKdKXcgEqjAMAijOTDIoysxn0jiUjpTKNgHmoVfDzVMkdDzRWLMLJa9UgYPz0SkTIVXLMeTKVSyRwNNVcswshq1WvCOBJGRMrE9hTkDFiEkVWEEFKXaU5HEpFScVE+OQNZi7CtW7dizJgxiIiIgEqlwtq1a80eF0LghRdeQHh4OLy9vREfH48TJ07IEywBAHRllTBcXczK6UgiUiqdtG8k8xjJR9YirKSkBL169cLSpUtrffz111/H22+/jf/973/YtWsXfH19MWrUKJSVlTk4UjIxLcr38VRD487FrESkTAWlVbmMI2EkJ3c53zwhIQEJCQm1PiaEwJIlS/Dcc89h7NixAIBPP/0UoaGhWLt2LSZMmODIUOmqPK4HIyIXwOlIcgZOuyYsMzMTOTk5iI+Pl45ptVoMGDAAO3bsqPN5er0eOp3O7Ea2UyBtWcTERUTKxSKMnIHTFmE5OTkAgNDQULPjoaGh0mO1WbhwIbRarXSLjIy0a5zNDbcsIiJXUFhaCQDQMpeRjJy2CGusuXPnorCwULplZWXJHZJLYbd8InIFpvWtHAkjOTltERYWFgYAyM3NNTuem5srPVYbjUaDgIAAsxvZDveNJCJXoON0JDkBpy3CoqOjERYWhi1btkjHdDoddu3ahbi4OBkja944HUlEroBrwsgZyHp1ZHFxMdLT06X7mZmZSEtLQ1BQENq2bYsnnngCL7/8MmJjYxEdHY3nn38eERERGDdunHxBN3PSwnyOhBGRgpmaTrPfIclJ1iJs7969GDZsmHR/zpw5AIDExEQsW7YMTz31FEpKSjB16lQUFBRg0KBB2LhxI7y8vOQKudmTWlSwWz4RKZTRKDgdSU5B1iJs6NChEELU+bhKpcKCBQuwYMECB0ZF9TFNR3JhPhEpVXF5Ja5u/MEijGTltGvCyDmZpiODWIQRkUIVXs1jnu5u8PLgzh8kHxZhZDEhxDUjYfz0SETKVMh9I8lJsAgji5VWGKCvNALgmjAiUi5eGUnOgkUYWczUqNVT7QZfTw7hE5EysQgjZ8EijCxmatQa6OMBlUolczRERI3DIoycBYswslh1jzBORRKRcplymZZrW0lmLMLIYnlclE9ELoAjYeQsWISRxUwb3gZxUT4RKRiLMHIWLMLIYvklpm0+WIQRkXKxWz45CxZhZLHqzbuZuIhIuQpKubSCnAOLMLJYdRHGkTAiUi5OR5KzYBFGFjP1CWOjViJSMhZh5CxYhJHFCjgdSUQuwLR3JIswkhuLMLJYntSslSNhRKRMBqOArqwSAKD1Zi4jebEII4tVN2vlp0ciUqaisgrp/zkSRnJjEUYWKa80olhf9emRfcKoOdi6dSvGjBmDiIgIqFQqrF271uxxIQReeOEFhIeHw9vbG/Hx8Thx4oQ8wZLFTOvBvD3U8HTnP4EkL/4GkkVMl3S7qYAAL356JNdXUlKCXr16YenSpbU+/vrrr+Ptt9/G//73P+zatQu+vr4YNWoUysrKHBwpWYOL8smZuMsdACmDqVGr1tsDbm7cvJtcX0JCAhISEmp9TAiBJUuW4LnnnsPYsWMBAJ9++ilCQ0Oxdu1aTJgwwZGhkhVMyyrYI4ycAUfCyCLsEUZULTMzEzk5OYiPj5eOabVaDBgwADt27KjzeXq9HjqdzuxGjmUaCQvgSBg5ARZhZBGpPQXXgxEhJycHABAaGmp2PDQ0VHqsNgsXLoRWq5VukZGRdo2TauJ0JDkTFmFkkXxeGUnUZHPnzkVhYaF0y8rKkjukZodFGDkTFmFkEfYII6oWFhYGAMjNzTU7npubKz1WG41Gg4CAALMbOZapCAtkEUZOgEUYWcQ0Hcn2FERAdHQ0wsLCsGXLFumYTqfDrl27EBcXJ2Nk1BB2yydnwqsjySL5vKKImpni4mKkp6dL9zMzM5GWloagoCC0bdsWTzzxBF5++WXExsYiOjoazz//PCIiIjBu3Dj5gqYGSdORzGXkBFiEkUUKeHUkNTN79+7FsGHDpPtz5swBACQmJmLZsmV46qmnUFJSgqlTp6KgoACDBg3Cxo0b4eXlJVfIZAGuCSNnwiKMLGJaE8aF+dRcDB06FEKIOh9XqVRYsGABFixY4MCoqKkKWISRE+GaMLJI9b6RHAkjIuXSsQgjJ8IijCySzz5hROQCOB1JzoRFGDXIYBTVl3VzOpKIFKrCYESxvhIAizByDizCqEG60goYry6NCfTmSBgRKZNpKhJgEUbOgUUYNcg0FemvcYenO39liEiZTCP6fhp3uKuZy0h+/C2kBkk9wnz5yZGIlIvrwcjZsAijBuWXsEcYESmfqQgLYBFGToJFGDXINB3JfSOJSKkMRoG9p/IAAKqr94nkxiKMGmTqERbEKyOJSIE2HsnGoNd+wbu/ZgAAjmbrMOi1X7DxSLbMkVFzxyKMGsSRMCJSqo1HsjF9xX5kF5aZHc8pLMP0FftZiJGsWIRRg/K5byQRKZDBKDB//VHUNvFoOjZ//VFOTZJsWIRRg/JLrk5H8upIIlKQ3Zl5NUbAriUAZBeWYXdmnuOCIroGizBqEKcjiUiJLhTVXYA15jwiW2MRRg3i5t1EpEQh/l42PY/I1liEUYPypJEwTkcSkXL0jw5CuNYLqjoeVwEI13qhf3SQI8MikrAIo3oJIVBwtQgL8uVIGBEph9pNhXljutb6mKkwmzemK9RudZVpRPbFIozqVVJuQIWh6sohTkcSkdKM7h6O9+7vA/V1dVaY1gtJD/TB6O7h8gRGBMBd7gDIuZm2LNK4u8HbUy1zNERE1usSHgCDANRuwMK7eiKyhQ/6RwdxBIxkxyKM6sUeYUSkdNtOXAQA3BgVhHtujJQ5GqJqnI6keuWbrozkejAiUqhtJy4BAIZ0bCVzJETmWIRRvQqkkTBeGUlEylNpMGJHxmUAwKCYljJHQ2SORRjVy7QmjNORRKREB88WoEhfiUAfD3RvrZU7HCIzLMKoXnlXpyPZI4yIlGjrX1VTkTd3aMmF+OR0WIRRnQxGgT+zdQCAK+WV3OSWiBRne3pVETY4llOR5HxYhFGtNh7JxqDXfsFPR3MBAGsOnMeg137BxiPZMkdGRGSZwtIKpGUVAAAGsQgjJ8QijGrYeCQb01fsR3ah+aa2OYVlmL5iPwsxIlKEHRmXYTAKtG/pizYtfOQOh6gGFmFkxmAUmL/+KGqbeDQdm7/+KKcmicjpbU+v6g/GqUhyVizCyMzuzLwaI2DXEgCyC8uwOzPPcUERETWCqT/YoFj2ByPnxCKMzFwoqrsAa8x5RERyOHP5Ck5fvgJ3NxVuah8kdzhEtWIRRmZC/L1seh4RkRy2XZ2K7N02EP5ebLFDzolFGJnpHx2EcK0X6uqmowIQrvVC/2h+siQi57X9hKk1BaciyXmxCCMzajcV5o3pWutjpsJs3piubHpIRE7LYBT4Ld20HoyL8sl5OXUR9uKLL0KlUpndOnfuLHdYLm9093C8NeGGGsfDtF5IeqAPRncPd3xQREQWOnS2ALqySgR4uaMntyoiJ+YudwAN6datGzZv3izdd3d3+pBdQkhA1ZqvQG8PzL+jG0ICqqYgOQJGRM7OdFXkwA4t4a526rEGauacvqJxd3dHWFiYxefr9Xro9Xrpvk6ns0dYLs/UgmJQbEuM7d1a5miIiCy37cTV/mAdORVJzs3pPyKcOHECERERaN++Pe6//36cOXOm3vMXLlwIrVYr3SIjIx0UqWsxFWEDuACfiBSkqKwCB84UAACGcFE+OTmnLsIGDBiAZcuWYePGjUhKSkJmZiYGDx6MoqKiOp8zd+5cFBYWSresrCwHRuwaKgxG7DudDwDoHx0sczRERJbbeTIPlUaBqGAfRAZxqyJybk49HZmQkCD9f8+ePTFgwABERUXhq6++wuTJk2t9jkajgUajcVSILunIuUKUVhgQ6OOB2BA/ucMhIrLY9hPcqoiUw6lHwq4XGBiIjh07Ij09Xe5QXJppKrJfuyC4cSE+ESmItFVRDKciyfkpqggrLi5GRkYGwsPZIsGeuB6MiJTobP4VnLxUArWbCnEduJSCnJ9TF2FPPvkkUlNTcerUKfz++++48847oVarcd9998kdmssyGAV2n6oqwtgVn4iUxNQlv1cbLbTe3KqInJ9Trwk7e/Ys7rvvPly+fBmtWrXCoEGDsHPnTrRqxWFmezmeU4Siskr4eqrRNTxA7nCIiCy2LZ1bFZGyOHURtmrVKrlDaHZ2Z14GAPRtF8Qmh0SkGNduVcRF+aQU/FeWzJimIrkejIiU5Mi5QhRcqYC/xh29IgPlDofIIizCSCKEkBblcz0YUf24t61z2X51FCyuQzA8OIpPCuHU05HkWCcvleBScTk83d3Qsw03vSVqCPe2dR5b/2J/MFIeZgySmEbBekcGQuOuljkaIudn7d62ZB8l+krsP1O1ywcX5ZOScMyWJOwPRmQda/e21ev10Ol0Zjdqul2Zl1FhEGjTwhtRwdyqiJSDRRhJqteDsckhUUMas7ftwoULodVqpVtkZKQDI3Zdpi75g2NbQaXiLh+kHCzCCEBVp+lzBaVwd1OhT1Sg3OEQOb2EhATcfffd6NmzJ0aNGoUff/wRBQUF+Oqrr+p8zty5c1FYWCjdsrKyHBix66ouwrgejJSFa8IIQPUoWPfWWvh48teCyFqW7G2r0Wig0WgcGJXryy4sRfqFYripgIHcqogUhiNhBIDrwYiainvbysM0CtazTSACfTxljobIOizCCADYH4zIStzb1jlwKpKUjPNOhAtFZTh5qQQqFXBjFIswIktwb1v5Gc22KuL3nZSHRRhhT2ZVf53OYQHQ+njIHA2RMnBvW/kdzdYhr6Qcvp5q9G4bKHc4RFbjdCRJm3ZzPRgRKYlpKpJbFZFS8beWsIuL8olIgbadqNqqaFAM14ORMrEIa+YKrpTjeG5Vc8l+LMKISCFKyw3Ye+rqVkUduR6MlIlFWDO351Q+hAA6tPJFSz/2LyIiZdiVeRnlBiMitF5o39JX7nCIGoVFWDNnWg/GrYqISEm2c6sicgEswpo5NmklIiWS+oN15HowUi4WYc1Ysb4SR87rALBJKxEpxwVdGY7nFkGlAm7uwCKMlItFWDO2/3Q+DEaBNi28ERHoLXc4REQWMY2C9WitRQtfblVEysUirBnjVkVEpERsTUGugkVYM8b1YESkNEajwPb0qguKuFURKR2LsGaqrMKAtKwCALwykoiU48+cIlwq1sPbQ40+UYFyh0PUJCzCmqmDWQUoNxjRyl+DdsE+codDRGSR7elVU5E3tQ+Cxl0tczRETcMirJm6dj0Ye+wQkVJsu6Y/GJHSsQhrpnaf4nowIlKWsgqD9AFycCwX5ZPysQhrhioMRuw7XbXnGq+MJCKl2HMqD/pKI8ICvBAT4id3OERNxiKsGfrjvA5Xyg3QenugY4i/3OEQEVnEtFXRoNiWXEZBLoFFWDNk2i+yX7sguLkxkRGRMmyV1oNxKpJcA4uwZoj9wYhIaS4W6XEsu2qbtZvZpJVcBIuwZsZoFOyUT0SK81t61ShYt4gAtPTTyBwNkW2wCGtmjucWQVdWCR9PNbpFBMgdDhGRRbaatiriVCS5EBZhzYxpFKxvVAu4q/njJyLnJ4SQFuUPYX8wciH8V7iZ4XowIlKav3KLcaFIDy8PN/SNaiF3OEQ2wyKsGRFCYJe0Hoz7RRKRMmy7OhXZPzoYXh7cqohcB4uwZiTzUgkuFevh6e6Gnm20codDRGSRbdJUJNeDkWthEdaMmKYib4gM5KdJIlIEfaUBu672NuSifHI1LMKaEa4HIyKl2XcqH2UVRrTy16BTKHf4INfCIqwZ2cX+YESkMFKX/BhuVUSuh0VYM3E2/wrOFZRC7aZCn7a8uoiIlGF7etWi/MEdORVJrodFWDOx51TVKFj31lr4atxljoaIqGGXi/U4co5bFZHrYhHWTHA9GBEpzW8ZVQvyO4f5I8TfS+ZoiGyPRVgzIa0Ha8cijIiUYdtfVVORQzqySz65JhZhzcDFIj1OXiyBSgX0YxFGRAoghMD2q5t2D+JUJLkoFmHNgGk9WKdQf2h9PGSOhoioYRkXi5FdWAZPdzde0U0ui0VYM8D1YESkNKYu+f3bBbG5NLksFmHNAPeLJCKlMRVhg9kln1wYizAXV3ilAn/mVF3i3S+a/cGIyPmVVxqx8yS3KiLXxyLMxe09nQchgPYtfXmJNxEpwv4z+bhSbkBLP090CQuQOxwiu2ER5uJ2c6siIlKYbSeqWlMMimkJNzduVUSui0WYi+N+kUSkNNuvrgcbFMv+YOTaWIS5sBJ9JY6cKwTAIoyIlCG/pByHruYtLsonV8cizIUdOFOASqNA60BvtGnhI3c4REQN+j3jMoQAOob6ITSA61jJtbEIc2G7M6uuLuIoGBEphWk92GBORVIzwCLMhe1ik1YiUhAhhNQfjK0pqDlgEeai9JUGHMgqAMCRMCJShsxLJThXUApPtRs/PFKz4C53AM7CYBTYnZmHC0VlCPH3Qv/oIKhtfGm0I97D9D5f7DqD8kojArw80DaI68GIlMzS3OGoHGOP9zMYBT7dcRoAEBvqB407tyoi16eIImzp0qV44403kJOTg169euGdd95B//79bfb6G49kY/76o8guLJOOhWu9MG9MV4zuHq6Y96jtfXRlFRj8+q82fx8iquIs+clROcYe73f9a/1xXodBr/3CvEUuz+mnI7/88kvMmTMH8+bNw/79+9GrVy+MGjUKFy5csMnrbzySjekr9pslEgDIKSzD9BX7sfFItiLew5HvQ0RVnCU/Ofpv35bvx7xFzZlKCCHkDqI+AwYMQL9+/fDuu+8CAIxGIyIjIzFr1iw888wzDT5fp9NBq9WisLAQAQHm218YjAKDXvulxh//tVr4eOCVcd0b3bXZaBR4du0RFFypqPVxFYAwrRe2Pz28SdMGDX0ttnofImdQ39+1IzlDfnrpjm547rs/6swxpvOakseu1VBOs+b9HJUfiRzJmvzk1NOR5eXl2LdvH+bOnSsdc3NzQ3x8PHbs2FHrc/R6PfR6vXRfp9PV+fq7M/PqTXAAkH+lAo+tPGBl5JYTALILy7A7Mw9xHYIb/ToNfS22eh8iquIs+WnmqrQGY7V3HrPX+zFvkatz6iLs0qVLMBgMCA0NNTseGhqKP//8s9bnLFy4EPPnz7fo9S8U1Z/gTKJb+iLY19Oic693uaQcmZdKbBZLU5/f1PchoirOkp9a+WtwsUjf4HlNyWPXsjSnWfJ+jsqPRM7KqYuwxpg7dy7mzJkj3dfpdIiMjKz13BB/y7oxv3pnj0Z/CtuRcRn3fbizwfMsjaWpz2/q+xBR49kjP00b0h4v/XCswfOakseuZWlOs+T9HJUfiZyVUy/Mb9myJdRqNXJzc82O5+bmIiwsrNbnaDQaBAQEmN3q0j86COFaL9S10kCFqqt9mtJnyxHv4cj3IaIqzpKfHoxr59C/fVvmGuYtau6cugjz9PRE3759sWXLFumY0WjEli1bEBcX1+TXV7upMG9MVwCokQRM9+eN6dqkBaGOeA9Hvg8RVXGW/OTp7ubQv31b5hrmLWrunLoIA4A5c+bgww8/xPLly3Hs2DFMnz4dJSUlePjhh23y+qO7hyPpgT4I05oPd4dpvZD0QB+b9KhxxHs48n2IqIqz5CdH/+3b8v2Yt6g5c/oWFQDw7rvvSs0Qb7jhBrz99tsYMGCARc+19FJRV+uY78iu2USO5iwtKgDnyk9K75jPvEWuwJr8pIgirCmcKVkTkW24yt+1q3wdRFTNmr9rp5+OJCIiInJFLMKIiIiIZMAijIiIiEgGLMKIiIiIZMAijIiIiEgGLMKIiIiIZMAijIiIiEgGLMKIiIiIZMAijIiIiEgGLMKIiIiIZMAijIiIiEgGLMKIiIiIZMAijIiIiEgG7nIHYG9CCABVu5oTkWsw/T2b/r6VivmJyPVYk59cvggrKioCAERGRsocCRHZWlFREbRardxhNBrzE5HrsiQ/qYTSP0o2wGg04vz58/D394dKpYJOp0NkZCSysrIQEBAgd3guh99f++P3uOoTZlFRESIiIuDmptxVFdfnJyVytd9Hfj3OTQlfjzX5yeVHwtzc3NCmTZsaxwMCApz2B+gK+P21v+b+PVbyCJhJXflJiVzt95Ffj3Nz9q/H0vyk3I+QRERERArGIoyIiIhIBs2uCNNoNJg3bx40Go3cobgkfn/tj99jciau9vvIr8e5udrX4/IL84mIiIicUbMbCSMiIiJyBizCiIiIiGTAIoyIiIhIBizCiIiIiGTgkkXY0qVL0a5dO3h5eWHAgAHYvXt3veevXr0anTt3hpeXF3r06IEff/zRQZEqkzXf32XLlkGlUpndvLy8HBitsmzduhVjxoxBREQEVCoV1q5d2+BzUlJS0KdPH2g0GsTExGDZsmV2j5NclzV/3x9++CEGDx6MFi1aoEWLFoiPj69x/qRJk2rkgNGjR9v7y5DYOl8JIfDCCy8gPDwc3t7eiI+Px4kTJ+z9ZUis+XqGDh1a4+tRqVS4/fbbpXPk/PnYK99ZWwPISriYVatWCU9PT/HJJ5+IP/74Qzz66KMiMDBQ5Obm1nr+b7/9JtRqtXj99dfF0aNHxXPPPSc8PDzE4cOHHRy5Mlj7/U1OThYBAQEiOztbuuXk5Dg4auX48ccfxb///W/x7bffCgBizZo19Z5/8uRJ4ePjI+bMmSOOHj0q3nnnHaFWq8XGjRsdEzC5FGv/vidOnCiWLl0qDhw4II4dOyYmTZoktFqtOHv2rHROYmKiGD16tFkOyMvLc8qvx5J8tWjRIqHVasXatWvFwYMHxR133CGio6NFaWmp0309ly9fNvtajhw5ItRqtUhOTpbOkfPnY498Z+33SG4uV4T1799fzJgxQ7pvMBhERESEWLhwYa3n33PPPeL22283OzZgwADx97//3a5xKpW139/k5GSh1WodFJ1rsSQpPfXUU6Jbt25mx+69914xatQoO0ZGrsrav+/rVVZWCn9/f7F8+XLpWGJiohg7dqytQ7WIrfOV0WgUYWFh4o033pCOFRQUCI1GI7744gubxV2Xpv58Fi9eLPz9/UVxcbF0TM6fz7Vsle+a+j1yNJeajiwvL8e+ffsQHx8vHXNzc0N8fDx27NhR63N27Nhhdj4AjBo1qs7zm7PGfH8BoLi4GFFRUYiMjMTYsWPxxx9/OCLcZoG/v2Qrjf37vtaVK1dQUVGBoKAgs+MpKSkICQlBp06dMH36dFy+fNmmsdfGHvkqMzMTOTk5Zq+p1WoxYMAAu//N2eLn8/HHH2PChAnw9fU1Oy7Hz6cxGsp3tvgeOZpLFWGXLl2CwWBAaGio2fHQ0FDk5OTU+pycnByrzm/OGvP97dSpEz755BOsW7cOK1asgNFoxMCBA3H27FlHhOzy6vr91el0KC0tlSkqUqLG/H1f7+mnn0ZERITZP4KjR4/Gp59+ii1btuC1115DamoqEhISYDAYbBr/9eyRr0zPk+PfjKb+fHbv3o0jR45gypQpZsfl+vk0RkP5zha/w47mLncA5Nri4uIQFxcn3R84cCC6dOmC999/Hy+99JKMkRGRLS1atAirVq1CSkqK2WL2CRMmSP/fo0cP9OzZEx06dEBKSgpGjBghR6h1cuV89fHHH6NHjx7o37+/2XEl/XxckUuNhLVs2RJqtRq5ublmx3NzcxEWFlbrc8LCwqw6vzlrzPf3eh4eHujduzfS09PtEWKzU9fvb0BAALy9vWWKipSoKX/f//nPf7Bo0SL89NNP6NmzZ73ntm/fHi1btrR7DrBHvjI9T45/M5ry9ZSUlGDVqlWYPHlyg+/jqJ9PYzSU72zxM3c0lyrCPD090bdvX2zZskU6ZjQasWXLFrNPN9eKi4szOx8Afv755zrPb84a8/29nsFgwOHDhxEeHm6vMJsV/v6SrTT27/v111/HSy+9hI0bN+LGG29s8H3Onj2Ly5cv2z0H2CNfRUdHIywszOw1dToddu3aZfe/uaZ8PatXr4Zer8cDDzzQ4Ps46ufTGA3lO1v8zB1O7isDbG3VqlVCo9GIZcuWiaNHj4qpU6eKwMBA6TLjBx98UDzzzDPS+b/99ptwd3cX//nPf8SxY8fEvHnz2KKiHtZ+f+fPny82bdokMjIyxL59+8SECROEl5eX+OOPP+T6EpxaUVGROHDggDhw4IAAIN58801x4MABcfr0aSGEEM8884x48MEHpfNNl2z/61//EseOHRNLly5liwpqNGv/vhctWiQ8PT3F119/bdbioKioSAhR9fv85JNPih07dojMzEyxefNm0adPHxEbGyvKysqc7uuxJF8tWrRIBAYGinXr1olDhw6JsWPHOrRFhTVfj8mgQYPEvffeW+O43D8fe+S7hr5HzsblijAhhHjnnXdE27Zthaenp+jfv7/YuXOn9Ngtt9wiEhMTzc7/6quvRMeOHYWnp6fo1q2b+OGHHxwcsbJY8/194oknpHNDQ0PFbbfdJvbv3y9D1Mrw66+/CgA1bqbvaWJiorjllltqPOeGG24Qnp6eon379mY9gIisZc3fd1RUVK2/r/PmzRNCCHHlyhUxcuRI0apVK+Hh4SGioqLEo48+6tB/EG2dr4xGo3j++edFaGio0Gg0YsSIEeL48eOO+nKs/vftzz//FADETz/9VOO15P752Cvf1fc9cjYqIYRw9OgbERERUXPnUmvCiIiIiJSCRRgRERGRDFiEEREREcmARRgRERGRDFiEEREREcmARRgRERGRDFiEEREREcmARRgRERGRDFiEyWDSpEkYN26cbO//4osv4oYbbrDqOUOHDsUTTzxhl3iuderUKahUKqSlpdn9vWzF1jHb63tgel2VSmX1z7+pUlJSpPeW83efGsb8VDfmJ+YnW2MRZqG6EpPph1dQUGDX96/vfdq1a4clS5ZY/FpPPvlkjU1QbUGlUmHt2rUWnXf9bdCgQTaPpyHl5eVo2bIlFi1aVOvjL730EkJDQ1FRUeHQuCIjI5GdnY3u3bsDsP3v2ObNm2328y8tLYWvry/S09PrPW/gwIHIzs7GPffcY5P3JXPMTw1jfrIN5ifbYhHWDPn5+SE4OFjWGJKTk5GdnS3dvvvuO4fH4OnpiQceeADJyck1HhNCYNmyZXjooYfg4eHh0LjUajXCwsLg7u5ul9cPDg622c//559/RlRUFGJiYuo9z9PTE2FhYfD29rbJ+5LrYn6qwvzUdErITyzCbKy2ofQlS5agXbt2Nc6dP38+WrVqhYCAAEybNg3l5eU2iaGgoABTpkyRXnv48OE4ePBgnTFWVlbi8ccfR2BgIIKDg/H0008jMTGxxidro9GIp556CkFBQQgLC8OLL74oPWb6+u68806oVKpav95rBQYGIiwsTLoFBQXVeW5qair69+8PjUaD8PBwPPPMM6isrAQAfP/99wgMDITBYAAApKWlQaVS4ZlnnpGeP2XKFDzwwAO1vvbkyZPx119/Yfv27TXe8+TJk5g8eTIA4KOPPkKXLl3g5eWFzp0747333qv366svZqDqe/n6668jJiYGGo0Gbdu2xSuvvALAfLj/1KlTGDZsGACgRYsWUKlUmDRpEj799FMEBwdDr9ebve+4cePw4IMP1hvb9UyjKK+++ipCQ0MRGBiIBQsWoLKyEv/6178QFBSENm3a1PqPwbp163DHHXcAAA4ePIhhw4bB398fAQEB6Nu3L/bu3WtVLGRfzE/MTw3FDDA/ORKLMJls2bIFx44dQ0pKCr744gt8++23mD9/vk1e++6778aFCxewYcMG7Nu3D3369MGIESOQl5dX6/mvvfYaPv/8cyQnJ+O3336DTqerddh++fLl8PX1xa5du/D6669jwYIF+PnnnwEAe/bsAVD9CdJ0v6nOnTuH2267Df369cPBgweRlJSEjz/+GC+//DIAYPDgwSgqKsKBAwcAVCWXli1bIiUlRXqN1NRUDB06tNbX79GjB/r164dPPvnE7HhycjIGDhyIzp074/PPP8cLL7yAV155BceOHcOrr76K559/HsuXL29UzAAwd+5cLFq0CM8//zyOHj2KlStXIjQ0tMZrRUZG4ptvvgEAHD9+HNnZ2Xjrrbdw9913w2AwmH1Cv3DhAn744Qc88sgjDX9jr/PLL7/g/Pnz2Lp1K958803MmzcPf/vb39CiRQvs2rUL06ZNw9///necPXtWeo7RaMT333+PsWPHAgDuv/9+tGnTBnv27MG+ffvwzDPPOPxTOtkG85NlmJ+Yn5pMkEUSExOFWq0Wvr6+ZjcvLy8BQOTn5wshhJg3b57o1auX2XMXL14soqKizF4rKChIlJSUSMeSkpKEn5+fMBgMtb7/r7/+KgDUeH9fX1+hUqnE4sWLhRBCbNu2TQQEBIiysjKz53fo0EG8//77tcYYGhoq3njjDel+ZWWlaNu2rRg7dqx07JZbbhGDBg0ye81+/fqJp59+WroPQKxZs6bW+K8FQHh5eZl9DabnZWZmCgDiwIEDQgghnn32WdGpUydhNBql5y9dutTse9WnTx8p/nHjxolXXnlFeHp6iqKiInH27FkBQPz11191xvO///1P+Pn5iaKiIiGEEDqdTvj4+IiPPvpI+t6tXLnS7DkvvfSSiIuLa1TMOp1OaDQa8eGHH9Yaz/WvZ/rZm37HTKZPny4SEhKk+//9739F+/btzd63vtc1SUxMFFFRUWa/e506dRKDBw+W7ldWVgpfX1/xxRdfSMd+++03ERISIj3P399fLFu2rNb3vva9rv29IttgfmJ+uhbzk3LyE0fCrDBs2DCkpaWZ3T766KNGvVavXr3g4+Mj3Y+Li0NxcTGysrLqfd62bdtqxBARESE9fvDgQRQXFyM4OBh+fn7SLTMzExkZGTVer7CwELm5uejfv790TK1Wo2/fvjXO7dmzp9n98PBwXLhwweKv+VqLFy82+xpuvfXWWs87duwY4uLioFKppGM333wziouLpU89t9xyC1JSUiCEwLZt23DXXXehS5cu2L59O1JTUxEREYHY2Ng6Y7nvvvtgMBjw1VdfAQC+/PJLuLm54d5770VJSQkyMjIwefJks+/nyy+/XOv305KYjx07Br1ejxEjRlj9fbvWo48+ip9++gnnzp0DACxbtgyTJk0ye19LdevWDW5u1ekgNDQUPXr0kO6r1WoEBweb/bzXrVuHv/3tb9Lz5syZgylTpiA+Ph6LFi2q8/tD9sH8xPzE/KS8/GSflXUuytfXt8YCv2uHPwHAzc0NQgizY7a8eiU6OhqBgYFmx65dIFlcXIzw8HCz4W6T659nreuHblUqFYxGY6NeKywsrMHFkpYaOnQoPvnkExw8eBAeHh7o3Lkzhg4dipSUFOTn5+OWW26p9/kBAQH4v//7PyQnJ+ORRx5BcnIy7rnnHvj5+SE3NxcA8OGHH2LAgAFmz1Or1Y2K11aLP3v37o1evXrh008/xciRI/HHH3/ghx9+aNRr1fazbejn/d1335ldufXiiy9i4sSJ+OGHH7BhwwbMmzcPq1atwp133tmomMg6zE/MT9diflJGfuJImI21atUKOTk5Zomutn4qBw8eRGlpqXR/586d8PPzQ2RkZJPev0+fPsjJyYG7uztiYmLMbi1btqxxvlarRWhoqNkaCYPBgP3791v93h4eHtICVFvp0qULduzYYfb9/O233+Dv7482bdoAqF53sXjxYimhmZJcSkpKnestrjV58mRs374d33//PX7//XdpwWtoaCgiIiJw8uTJGt/P6OjoRsUcGxsLb29viy/D9vT0BIBav7dTpkzBsmXLkJycjPj4+Cb//ljqxIkTOH36dI0Rgo4dO2L27Nn46aefcNddd9W6WJbkw/zE/MT85Fz5iUWYjQ0dOhQXL17E66+/joyMDCxduhQbNmyocV55eTkmT56Mo0eP4scff8S8efMwc+ZMsyHXxoiPj0dcXBzGjRuHn376CadOncLvv/+Of//733VeCTJr1iwsXLgQ69atw/Hjx/GPf/wD+fn5Vg8bt2vXDlu2bEFOTg7y8/Ob9HWYPPbYY8jKysKsWbPw559/Yt26dZg3bx7mzJkjfa9atGiBnj174vPPP5cS2pAhQ7B//3789ddfDX7SNJ0fExODhx56CJ07d8bAgQOlx+bPn4+FCxfi7bffxl9//YXDhw8jOTkZb775ZqNi9vLywtNPP42nnnoKn376KTIyMrBz5058/PHHtb5eVFQUVCoVvv/+e1y8eBHFxcXSYxMnTsTZs2fx4YcfNmrBa2OtW7cO8fHx0pRVaWkpZs6ciZSUFJw+fRq//fYb9uzZgy5dujgsJmoY8xPzE/OTc+UnFmE21qVLF7z33ntYunQpevXqhd27d+PJJ5+scd6IESMQGxuLIUOG4N5778Udd9xhdkl1Y6lUKvz4448YMmQIHn74YXTs2BETJkzA6dOna726BQCefvpp3HfffXjooYcQFxcHPz8/jBo1Cl5eXla993//+1/8/PPPiIyMRO/evZv8tQBA69at8eOPP2L37t3o1asXpk2bhsmTJ+O5554zO++WW26BwWCQklxQUBC6du2KsLAwdOrUqcH3UalUeOSRR5Cfn18jWUyZMgUfffQRkpOT0aNHD9xyyy1YtmxZnZ80LYn5+eefxz//+U+88MIL6NKlC+69994616+0bt0a8+fPxzPPPIPQ0FDMnDlTekyr1WL8+PHw8/NzaKfnay/9BqqmPi5fvoyHHnoIHTt2xD333IOEhASbXVFHtsH8xPzE/ORc+Uklrl8gQM2e0WhEly5dcM899+Cll16SOxxqwIgRI9CtWze8/fbb9Z536tQpREdH48CBA03aFuTSpUsIDw/H2bNn6/yHsy6TJk1CQUGBRZ3LiWrD/KQszE/140gY4fTp0/jwww+loezp06cjMzMTEydOlDs0qkd+fj7WrFmDlJQUzJgxw+LnDRw40Gw6w1p5eXl48803rUpw27Ztg5+fHz7//PNGvy81T8xPysT8ZBmOhBGysrIwYcIEHDlyBEIIdO/eHYsWLcKQIUPkDo3q0a5dO+Tn5+P555+vdUrpepWVlTh16hQAQKPROGyRLFC1JsN0qbqfnx/CwsIc9t6kbMxPysT8ZBkWYUREREQy4HQkERERkQxYhBERERHJgEUYERERkQxYhBERERHJgEUYERERkQxYhBERERHJgEUYERERkQxYhBERERHJ4P8B6fRDPMXwVnkAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def plot_efficiency(efficiency, ax):\n", " means = efficiency.U_avg.values.T\n", " eta = efficiency.Efficiency.values.T\n", " ax.plot(means, eta, \"-o\")\n", " ax.set(xlabel=\"Hub Height Flow Velocity [m/s]\", ylabel=\"Efficiency [%]\")\n", "\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(7, 6))\n", "plot_efficiency(efficiency_ebb, ax[0])\n", "ax[0].set_title(\"Ebb Tide\")\n", "plot_efficiency(efficiency_flood, ax[1])\n", "ax[1].set_title(\"Flood Tide\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "base", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.7" }, "vscode": { "interpreter": { "hash": "357206ab7e4935423e95e994af80e27e7e6c0672abcebb9d86ab743298213348" } } }, "nbformat": 4, "nbformat_minor": 4 }