Gruppe4_Ruben_6.ipynb 391 KB
Newer Older
Ruben Willamowski's avatar
Ruben Willamowski committed
1
{"cells":[{"metadata":{},"cell_type":"markdown","source":"# Aufgabe für die Projektgruppe 4"},{"metadata":{},"cell_type":"markdown","source":"Bearbeiten Sie die folgende Aufgabe:\n\nIhr Auftraggeber ist eine Familie, welche eine Beratung von Ihnen benötigt. Sie besitzt ein kleines altes Windrad, welches nur für den Eigenverbrauch genutzt wird sowie eine PV Anlage. Die Familie möchte von Ihnen wissen, ob Sie Kosten durch die Investition in verschiedene Komponenten ihres Energiesystems einsparen kann. \n\nNehmen Sie dabei die folgenden Angaben an:\n* Nennleistung der Windernergieanlage: 5 kW (Keine EEG- Vergütung)\n* Nennleistung der PV-Anlage 9 kWp (70% Kappungsgrenze berücksichtigen)\n* Die Anschlussleistung an das elektrische Netz beträgt 15 kW\n* Die Heizleistung des Erdgaskessel liegt bei 20 kW, der Wirkungsgrad ist 99%\n* Erdgaspreis: 7 cent/kWh\n* Strompreis: 30 cent/kWh\n* EEG-Vergütung PV Anlage: 12,30 cent/kWh\n\nPrüfen und kombinieren Sie mindestens drei der unten aufgeführten Optionen und bewerten Sie diese nach ihrer wirtschaftlicher Vorteilhaftigkeit. Unter den gewählten Optionen sollte sich mindestens eine der beiden Optionen BHKW oder Wärmepumpe befinden:\n- Implementierung eines Heizstabes mit annuitätische Kosten von 50€ (Elektrische Leistung 5 kW, Wirkungsgrad 98%) \n- Installation eines BHKWs mit annuitätische Kosten von 1.200€ (Elektrische Leistung 1kW, elektrischer Wirkungsgrad 16%, Thermischer Wirkungsgrad 80%, nehmen Sie eine feste Stromkennzahl von 0,2 an, ein Beispiel für die Implementierung eines BHKWs in PyPSA finden Sie hier: https://pypsa.org/examples/chp-fixed-heat-power-ratio.html. Eine KWK-Vergütung müssen Sie nicht implementieren, da hier die pauschalierte Zuschlagzahlung gewählt wird.)\n- Beschaffung einer elektrischen Batterie mit annuitätische Kosten von 900€ (8kWh Kapazität, 2,4 kW Speicher und Ladeleistung, einem Gesamtwirkungsgrad von 85%, keine Selbstentladungsverluste) \n- Erweiterung des Heizungssystems um einen thermischen Speicher mit annuitätische Kosten von 100€ (7kWh Kapazität und eine Ein und Ausspeicherleistung von 12 kW, keine Selbstentladungsverluste)\n- Implementierung einer selbst gewählten Wärmepumpe. Hier müssen Sie nach geeigneten Daten zu Leistungen, Kosten und Performance recherchieren. Sie dürfen dabei die Jahresarbeitszahl als konstanten COP annehmen. Gehen Sie weiter davon aus, dass der Annuitätenfaktor für eine solche Investition bei 0,117 liegt.\n\n1) Formulieren Sie die Optimierungsaufgabe\n2) Skizzieren Sie das heutige System und bestimmen Sie die Kosten.\n3) Skizzieren Sie mögliche Erweiterungen und bestimmen Sie die Kosten.\n4) Interpretieren Sie die ihre Ergebnisse und ziehen Sie Schlussfolgerungen.\n5) Bestimmen Sie die Grenzen Ihrer Modellierung und begründen Sie, ob die Ergebnisse trotz der Beschränkungen valide sind.\n\nDer Import der Lastzeitreihen und der Einspeisezeitreihen ist unten schon vorbereitet. Diese repräsentieren das Jahr 2018 in stündlicher Auflösung. Nutzen Sie das in der Übung besprochene JupyterNotebook und schauen Sie sich die Funktionen und den Code dort an, um Ihr Energiesystem aufzubauen, es zu simulieren und auszuwerten.  "},{"metadata":{},"cell_type":"markdown","source":"# Import <a class=\"anchor\" id=\"chapter1\"></a>"},{"metadata":{},"cell_type":"markdown","source":"## Import der benötigten Python Module <a class=\"anchor\" id=\"section_1_1\"></a>"},{"metadata":{"trusted":true},"cell_type":"code","source":"import pypsa\nimport pandas as pd\nimport math\nimport numpy as np","execution_count":1,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"## Import der Daten <a class=\"anchor\" id=\"section_1_2\"></a>"},{"metadata":{},"cell_type":"markdown","source":"Die Werte der Zeitreihen sind in einem Unterordner \"data\" als csv-Datein abgelegt. Sie bilden das Jahr 2019 ab und werden mithilfe des Python Moduls pandas eingelesen und als Variablen angelegt. Dabei werden Parameter wie der Separator (hier \";\") und die Indexspalte sowie die Funktion, aus der Indexspalte Zeit und Datenformate auszulesen gesetzt."},{"metadata":{"trusted":true},"cell_type":"code","source":"pv_infeed = pd.read_csv('./data/pv_infeed.csv', sep = ',', skiprows =3, index_col='time', parse_dates=True)\nwind_infeed = pd.read_csv('./data/wind_infeed.csv', sep = ',', skiprows =3, index_col='time', parse_dates=True)","execution_count":2,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"electrical_load = pd.read_csv('./data/SumProfiles_3600s.Electricity.csv', sep = ';', index_col='time', parse_dates=True)\nthermal_load = pd.read_csv('./data/SumProfiles_3600s.Gas.csv', sep = ';', index_col='time', parse_dates=True)\n","execution_count":3,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"Die eingelesenen Zeitreihen sind so noch nicht vollständig nutzbar. Um die Einspeisung der Wind und PV-Anlage zu normieren wird eine neue Spalte mit dem normierten Leistungsoutput sowie neue Spalten mit der Leistung der Last in den jeweiligen Variablen angelegt."},{"metadata":{"trusted":true},"cell_type":"code","source":"#Die gemessene PV-Einspeiseganglinie ist von einer Anlage mit einer Leistung von 9 kWp, die der Windenergieanlage mit 5 kW.\npv_infeed['p_max_pu'] = pv_infeed.electricity/9 \nwind_infeed['p_max_pu'] = wind_infeed.electricity/5 ","execution_count":4,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"Um einen kurzen Einblick in die Daten zu erhalten, schauen wir uns alle vier Tabellen an:"},{"metadata":{"trusted":true},"cell_type":"code","source":"df_figure = pd.concat([electrical_load.sum_kwh, thermal_load.sum_kwh, pv_infeed.electricity,wind_infeed.electricity], axis = 1)\ndf_figure.columns = ['Elektrische Last', 'Thermische Last', 'PV Einspeisung', 'Wind Einspeisung']\ndf_figure.loc['01-01-18 00:00:00':'12-31-18 23:00:00'].plot(subplots = True, figsize=(15,10), title= 'Leistung in kW')","execution_count":5,"outputs":[{"output_type":"execute_result","execution_count":5,"data":{"text/plain":"array([<AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>,\n       <AxesSubplot:xlabel='time'>, <AxesSubplot:xlabel='time'>],\n      dtype=object)"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"<Figure size 1080x720 with 4 Axes>","image/png":"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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{},"cell_type":"markdown","source":"# 1) Optimierungsaufgabe"},{"metadata":{},"cell_type":"markdown","source":"Minimierung der Heiz-und Stromkosten anhand von ausgewählten Vorschlägen"},{"metadata":{},"cell_type":"markdown","source":"# 2) Heutige System"},{"metadata":{"trusted":true},"cell_type":"code","source":"# skizze","execution_count":6,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"## Modellbildung"},{"metadata":{},"cell_type":"markdown","source":"### Komponenten des Haushaltes"},{"metadata":{"trusted":true},"cell_type":"code","source":"# Windkraft-Anlage\nwind = {\"electrical_power\": 5.0}\n\n# PV-Anlage\npv = {\"electrical_power\": 9.0}\n\n#Erdgaskessel\nheating_boiler = {\"thermal_power\": 20.0,\n                   \"efficiency\":0.99,# Effizienz als normierte Kennzahl\n                   \"gas_costs\": 7.0} #Kosten in cent/kWh\n                       ","execution_count":7,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"### Netzanschluss"},{"metadata":{"trusted":true},"cell_type":"code","source":"# Leistungsbezug aus dem Netz\ngrid_import = {\"electrical_power\" : 15.0,# Anschlussleisting Netzbezug = 15 kW\n                \"electricity_price\": 30.0} \n\n#Leistungsabgabe in das Netz\ngrid_export = {\"electrical_power\" : 0.7 * pv[\"electrical_power\"], # Kappungsgrenze PV = 70% \n                \"electricity_revenue\": 12.3} # EEG-Erlöse = 12,30 cent/kWh\n\n","execution_count":8,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"### Definition des Netzwerks"},{"metadata":{"trusted":true},"cell_type":"code","source":"#Netzwerk definieren\nnetwork = pypsa.Network()\nnetwork.set_snapshots(pv_infeed.index)\nnetwork.snapshot_weightings = pd.Series(data = 1/1, index = network.snapshots) #Jeder Zeitpunkt repräsentiert 60 Minuten also (1/1)Stunde.","execution_count":9,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"### Knoten definieren"},{"metadata":{"trusted":true},"cell_type":"code","source":"#Stromknoten definieren\nnetwork.add(\"Bus\", \n            name = \"electricity\")\n\n#Wärmeknoten definieren\nnetwork.add(\"Bus\", \n            name = \"thermal\")","execution_count":10,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"### Lasten definieren"},{"metadata":{"trusted":true},"cell_type":"code","source":"#Zur Definierung der Last wird die Leistung benötigt. Daher werden die Daten in kW umgerechnet (umbenannt), indem durch eine Stunde geteilt wird\nelectrical_load['power_kw'] = electrical_load.sum_kwh / 1\nthermal_load['power_kw'] = thermal_load.sum_kwh / 1\n\n# Elektrische Last\nnetwork.add(\"Load\", \n            name =\"electricity_load\", \n            bus = \"electricity\", \n            p_set = electrical_load.power_kw) #sum.kwh in power_kw \n\n# Thermische last\nnetwork.add(\"Load\", \n            name =\"thermal_load\", \n            bus = \"thermal\", \n            p_set = thermal_load.power_kw)","execution_count":11,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"### Erzeugungseinheiten definieren"},{"metadata":{"trusted":true},"cell_type":"code","source":"#PV-Anlage\nnetwork.add(\"Generator\", \n            name = \"pv\",\n            bus = \"electricity\", \n            p_nom = pv[\"electrical_power\"], \n            p_max_pu = pv_infeed.p_max_pu, \n            marginal_cost = 0)\n\n#Windkraft-Anlage\nnetwork.add(\"Generator\", \n            name = \"wind\",\n            bus = \"electricity\", \n            p_nom = wind[\"electrical_power\"], \n            p_max_pu = wind_infeed.p_max_pu, \n            marginal_cost = 0)\n\n#Heizkessel\nnetwork.add(\"Generator\", \n            name = \"boiler\", \n            bus = \"thermal\", \n            p_nom = heating_boiler[\"thermal_power\"], efficiency=heating_boiler[\"efficiency\"], \n            marginal_cost = heating_boiler[\"gas_costs\"]/heating_boiler[\"efficiency\"])","execution_count":12,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"### Netzanschluss definieren"},{"metadata":{"trusted":true},"cell_type":"code","source":"#Netzbezug\nnetwork.add(\"Generator\", \n            name = \"grid_import\",\n            bus = \"electricity\", \n            p_nom = grid_import[\"electrical_power\"], \n            marginal_cost = grid_import[\"electricity_price\"])\n\n#Netzeinspeisung\nnetwork.add(\"Generator\", \n            name = \"grid_export\",\n            bus = \"electricity\", \n            p_nom = grid_export[\"electrical_power\"], \n            marginal_cost = -grid_export[\"electricity_revenue\"], #Die Kosten müssen hier negativ sein, um Erlöse darzustellen\n            sign = -1) #Das Vorzeichen -1 sorgt hier dafür, dass der Generator Leistung aufnimmt und nicht abgibt.","execution_count":13,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"## Simulation"},{"metadata":{"trusted":true},"cell_type":"code","source":"# Simulation der Basiskonfiguration für den kompletten Zeitraum:\nnetwork.lopf(solver_name = \"glpk\", pyomo = False) #Der Parameter pyomo = False hilft uns bei diesem Netzwerk RAM und Rechenzeit zu sparen.","execution_count":14,"outputs":[{"output_type":"stream","text":"INFO:pypsa.linopf:Prepare linear problem\n/srv/conda/envs/notebook/lib/python3.9/site-packages/pypsa/linopf.py:85: FutureWarning: Index.__or__ operating as a set operation is deprecated, in the future this will be a logical operation matching Series.__or__.  Use index.union(other) instead\n  ext_i = ext_i | n.generators.query('committable').index\n/srv/conda/envs/notebook/lib/python3.9/site-packages/pypsa/linopf.py:185: FutureWarning: Index.__and__ operating as a set operation is deprecated, in the future this will be a logical operation matching Series.__and__.  Use index.intersection(other) instead\n  if not (ext_i & com_i).empty:\nINFO:pypsa.linopf:Total preparation time: 0.64s\nINFO:pypsa.linopf:Solve linear problem using Glpk solver\nINFO:pypsa.linopf:Optimization successful. Objective value: 8.94e+04\n","name":"stderr"},{"output_type":"execute_result","execution_count":14,"data":{"text/plain":"('ok', 'optimal')"},"metadata":{}}]},{"metadata":{},"cell_type":"markdown","source":"### Auswertung "},{"metadata":{"trusted":true},"cell_type":"code","source":"#Auswertung der Kosten und Anteile\ndef cost_share_evaluation(network):\n    '''\n    This function evaluate the solved PyPSA network to get the costs, revenues and the share of the selfconsumption.\n    \n    Parameters\n    ----------\n    network:            PyPSA Network\n                        The solved PyPSA network with all corresponding devices\n    Returns\n    -------\n    results :           dict\n                        The dictionary with all the results.\n    '''\n    \n    grid_import = (network.generators_t.p['grid_import'] * network.snapshot_weightings).sum()\n    grid_export = (network.generators_t.p['grid_export'] * network.snapshot_weightings).sum()\n    self_consumed_pv = (network.generators_t.p['pv'] * network.snapshot_weightings).sum()- grid_export\n    self_consumed_wind = (network.generators_t.p['wind'] * network.snapshot_weightings).sum() # wind ergänzen ohne grid_export (kein Verkauf)\n    self_consumption_ratio = (self_consumed_pv + self_consumed_wind)/(grid_import + self_consumed_pv + self_consumed_wind) # Wind ergänzen\n    \n    \n    electricity_cost = grid_import * network.generators.marginal_cost['grid_import']\n    electricty_revenues = grid_export * network.generators.marginal_cost['grid_export']\n    gas_costs = (network.generators_t.p['boiler']*network.snapshot_weightings).sum() * network.generators.marginal_cost['boiler']\n    \n    curtailment = ((network.generators_t.p_max_pu['pv']*network.generators.p_nom['pv'] - network.generators_t.p['pv'])*network.snapshot_weightings).sum()\n\n    results = {\"Eigenverbrauchsanteil\": self_consumption_ratio,\n              \"Stromkosten\": electricity_cost,\n              \"Gaskosten\": gas_costs,\n              \"Stromerlöse\": -electricty_revenues,\n              \"Gesamtkosten\": electricity_cost + gas_costs + electricty_revenues,\n              \"Nicht nutzbare Energie\": curtailment}\n    results_energy = {'Abregelung': curtailment,\n                      'Netzeinspeisung': grid_export,\n                      'Eigenverbrauch': self_consumed_pv,\n                      'Netzbezug': -grid_import}\n                      \n    return results, results_energy\n","execution_count":15,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"###  Kostenberechnung"},{"metadata":{"trusted":true},"cell_type":"code","source":"results_base, results_energy_base  = cost_share_evaluation(network)\n\n#Die Werte sollen auch als Text ausgegeben werden\nprint(\"Der Eigenverbrauchsanteil am Stromverbrauch in der Basiskonfiguration beträgt \"\n      + str(round(results_base[\"Eigenverbrauchsanteil\"]*100,2))\n      +\"%. Dabei entstehen Stromkosten von \"\n      +str(round(results_base[\"Stromkosten\"]/100,2))\n      +\"€, Gaskosten von \"\n      +str(round(results_base[\"Gaskosten\"]/100,2))\n      +\"€ und EEG-Erlöse von \"\n      +str(round(results_base[\"Stromerlöse\"]/100,2))\n      +\", wobei \" +str(round(results_base[\"Nicht nutzbare Energie\"]/100,1))+ \"kWh PV-Strom abgeregelt werden muss.\"\n      +\" Die Gesamtkosten betragen \"+ str(round(results_base[\"Gesamtkosten\"]/100,2)) +\"€.\"\n     )","execution_count":16,"outputs":[{"output_type":"stream","text":"Der Eigenverbrauchsanteil am Stromverbrauch in der Basiskonfiguration beträgt 68.98%. Dabei entstehen Stromkosten von 471.59€, Gaskosten von 1891.83€ und EEG-Erlöse von 1469.02, wobei 0.1kWh PV-Strom abgeregelt werden muss. Die Gesamtkosten betragen 894.4€.\n","name":"stdout"}]},{"metadata":{},"cell_type":"markdown","source":"## Visualisierung - heutiges System"},{"metadata":{"trusted":true},"cell_type":"code","source":"load_figure = network.loads_t.p_set['electricity_load']\nload_figure.name = 'Elektrische Last'\nax = load_figure.loc['06-10-18 00:00:00':'06-14-18 23:00:00'].plot(legend = True, color = 'red') #Zeit anpassen Monat-Tag-Jahr !Wie dumm!\ndf_figure_base = pd.concat([network.generators_t.p['pv'], network.generators_t.p['grid_import'], -network.generators_t.p['grid_export'],network.generators_t.p['wind']], axis = 1) # Wind als Graphen mitaufnehmen\ndf_figure_base.columns = ['PV Erzeugung', 'Netzbezug', 'Netzeinspeisung', 'Wind Erzeugung'] # Wind in der Legende ergänzen\ndf_figure_base.loc['06-10-18 00:00:00':'06-14-18 23:00:00'].plot(legend =True, subplots = False, figsize=(15,10), kind= 'area', linewidth=0, ax=ax) #Zeit anpassen\n\n\n# Zeiten zum plotten\n#06-10-18 00:00:00':'06-14-18 23:00:00 \n#01-01-18 00:00:00':'01-31-18 23:00:00","execution_count":17,"outputs":[{"output_type":"execute_result","execution_count":17,"data":{"text/plain":"<AxesSubplot:xlabel='time'>"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"<Figure size 1080x720 with 1 Axes>","image/png":"iVBORw0KGgoAAAANSUhEUgAAA2kAAAJkCAYAAACLYWnMAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAAD/fklEQVR4nOzdd3gjV7k/8O9IsuRuufe6u97eN5veAwkkoYQAoQW41N+9wCWB3AvcS0noIXS4QAoJCUlI203fTbb3vustLusu927LVp12fn+MJUsr2ZZtSaPyfp6HB89oNHO8seU5c875vhxjDIQQQgghhBBCIoNG7QYQQgghhBBCCJlCnTRCCCGEEEIIiSDUSSOEEEIIIYSQCEKdNEIIIYQQQgiJINRJI4QQQgghhJAIQp00QgghhBBCCIkgOjUumpOTwyoqKtS4NCGEEEIIIYSo7tSpU0OMsVx/r6nSSauoqMDJkyfVuDQhhBBCCCGEqI7jONN0r9F0R0IIIYQQQgiJINRJI4QQQgghhJAIQp00QgghhBBCCIkg1EkjhBBCCCGEkAhCnTRCCCGEEEIIiSDUSSOEEEIIIYSQCEKdNEIIIYQQQgiJINRJI4QQQgghhJAIQp00QgghhBBCCIkg1EkjhBBCCCGEkAhCnTRCCCGEEEIIiSDUSSOEEEIIIYSQCEKdNEIIIYQQQgiJINRJI4QQQgghhJAIQp00QgghhBBCCIkg1EkjhBBCCCGEkAhCnTRCCCGEEEIIiSDUSSOEEEIIIYSQCEKdNEIIIYQQQgiJINRJI4QQQgghhJAIQp00QgghhBBCCIkg1EkjhBBCCCGEkAhCnTRCCCGEEEIIiSA6tRtACCGEEEIIUZ/j4kUM/v4PSFyxQvnfyhVIyM9Xu1lxiTpphBBCCCGExDnGGPoefAj206dh2b3bvV+bk4PEFcuRuGIF9BUV0GVnQ5uVBV12NnRZWeD0ehVbHbuok0YIIYQQQkicM299FfbTp332S0NDsO4/ANvRY2CyDIii1+uatDTosrJQ+vhj0JeWhqu5MY/WpBFCCCGEEBLHJLMZA4884vc1LjERPbd8EN/8wA8wdsUNPq/LExPgTSa/HTwyf9RJI4QQQgghJI4N/Pa3kEZGvPZxycnouPVu/Psd38cXUq9Fg5iI/yu8CuA4v+ewnz0XjqbGDZruSAghhBBCSJyynz+PsRdfcm9zaWlovvr9+HnKWnRLesBjduMBIR32TVci6cRh3/OcPRuO5sYNGkkjhBBCCCEkDjFZRt+DDwGyDADgsnNw73u+h68lXqZ00Px4quJ6v/sdjY2Qnc6QtTXeUCeNEEIIIYSQODT24otwXLjg3u7acC0G5IQZ3/O6kA1x9TrfFwQBjtraILcwflEnjRBCCCGEkDgjjoxg4Le/89r3QsbKgN778rJb/O6319CUx2ChThohhBBCCCFxZuCRX0M2m6d2VFZhh2gM6L3/EArAFlf77Lefo/CQYKFOGiGEEEIIIXHEdvoMzFu3eu2rW3HVnM7xztr3+uyj8JDgoU4aIYQQQgghcYIxhr6HHgIYm9rJcfh70tI5nef/5HJwJd7Fq8XeXggDA8FoZtyjThohhBBCCCFxgm9rh7OhwWufsGodasWkOZ1HYBwOb7rNZz+NpgUHddIIIYQQQgiJE86Gep99xxZvnte5HuGWgMvJ8drnoE5aUFAnjRBCCCGEkDjhqPfupHEGAx7jKud1LhvT4PwV7/faZz9L4SHBQJ00QgghhBBC4oSj3nuq48SGKzEg6+Z9vl/qV4BLS3Nv22trwSRp3ucjCuqkEUIIIYQQEicuHUl7t2j9gs43JOvQevX73NvMZoOzqWlB5yRB6qRxHGfkOO5ljuMaOI6r5zjuymCclxBCCCGEEBIcwsAApOFh9zZnzMQzcuGCz/twylpwBoN7m4paL1ywRtJ+D2A7Y2wZgLUAfFckEkIIIYQQQlTjvGQUrW/DNXCwhXcH2iUDhMXL3NuU8LhwC/6vwnFcOoDrADwBAIwxnjE2ttDzEkIIIYQQQoLn0vVor2SvDtq5e4oXu7+2n6PwkIUKxkhaFYBBAE9yHHeG47jHOY5LCcJ5CSGEEEIIIUHiuR6NKynDG0JW0M5dk1bi/ppvbYU0MRG0c8ejYHTSdAA2APgLY2w9ACuA71x6EMdxX+Y47iTHcScHBweDcFlCCCGEEEJIoBweNdIa11wd1HPv4PKmNhij0bQFCkYnrQtAF2Ps2OT2y1A6bV4YY48yxjYxxjbl5uYG4bKEEEIIIYSQQEgWC4SOTvf2U8nLg3r+ZtEArrDIvU3r0hZmwZ00xlgfgE6O45ZO7roZQN1Cz0sIIYQQQggJDmdDA8AYAEBasRqnxeSgX8NcudT9NXXSFmb+leu8fR3AsxzH6QG0Avh8kM5LCCGEEEIIWSDP0JCT1ZeH5BrNORXu6XSOc+dDco14EZROGmOsBsCmYJyLEEIIIYQQElzu0BCdDo9pqwAp+Nc4bCh0d9Kk0VHwJhP05eXBv1AcCFadNEIIIYQQQkiEcoeGlFWgW9KH5Bq7RKN3UWsKD5k36qQRQgghhBASw5gggG9qBgCMlCwK2XUcTANxkce6tBpalzZf1EkjhBBCCCEkhjlbWsAEAQDQmlkyy9EL01viUdSawkPmjTpphBBCCCGExDBH3VR9tBP6vBmOXLiatNKp6168CNnpDOn1YhV10gghhBBCCIlh7vVoWi32ihkhvda78KiHLAhw1FJlrvmgThohhBBCCCExzFk3FRoyzoJVgcu/JikRXEGBe9t+jqY8zgd10gghhBBCCIlRjDE4Ll4EAIyWVIXlmuOVy9xf07q0+aFOGiGEEEIIITFK6OqCPDEBAGjLKp3l6OBozq1wf02dtPmhThohhBBCCCExyl3EGsDJEIeGuBwxFLm/Fnt6IQ4NheW6sYQ6aYQQQgghhMQodydNo8FeyRiWa+4SjeD0UwWz+ba2sFw3llAnjRBCCCGEkBjlrG9Qvigrx6gc2tAQFxvTQFxU7d7mTaawXDeWUCeNEEIIIYSQGOUaSRsrWRTW6/aVLHF/zZs6wnrtWECdNEIIIYQQQmKQODICsb8fQPhCQ1zOpk9dj0bS5o46aYQQQgghhMQgz9CQ04bwhIa47PQoas130EjaXFEnjRBCCCGEkBjk9AgN2SNmhvXa9VISuLx8ANRJmw/qpBFCCCGEEBKDHK7QkJIyDLPwhIZ4mqhSilozmw3CwEDYrx/NqJNGCCGEEEJIDHJNdxwvDW9oiEuLR1FrgdalzQl10gghhBBCCIkxst0Ovr0dANCWHd7QEJcjiVNFrWnK49xQJ40QQgghhJAY47x4EZBlAMApQ74qbdghZgIJCQAAvp1G0uaCOmmEEEIIIYTEGEfD5Ho0jsM+KbyhIS42poE8WdSaRtLmhjpphBBCCCGExBhHnbIejSspxYAc/tAQF1dRa6qVNjfUSSOEEEIIISTGuEbSzCqFhricy1DWwwk0kjYn1EkjhBBCCCEkhjBJgrOxEQDQnl2malt2TRa1limGf06ok0YIIYQQQkgMEXp6wBwOAMAZQ56qbbkgJYPLzgFAMfxzQZ00QogXR12d2k0ghBBCyAK4Qzo4DrvlLHUbA4AvUqY8UnhI4KiTRghxk3ke/Q//Su1mEEIIIWQBhM4uAABXXIIBOUHl1gDm7AIAFMM/F9RJI4S4TbzzLmynToHxvNpNIYQQQsg8CV2dAIBxlUNDXPpSlXVpNJIWOOqkEULcxl56CRAEOJqa1G4KIYQQQuaJ71A6aSaVQ0NcWg1KnTaK4Q8cddIIIQAAvr0dtuPHAdC6NEIIISSa8ZMjaWcS81VuiaJWkwGAYvjngjppEUQym+Gor4c0MaF2U0gcGnv5ZffXzvp6FVtCCCGEkIVwrUnby9QPDQGA02IKwHEUwz8H6pUfJz7GXn4FA79SQhs0aWlIKClBQnER9MXFSCgvR+bHPw5Oq1W5lSQWMUHA2NZX3duOOuqkEUIIIdFIHB2FPDEBrqgYPZL6oSEAYGFacPn5YH19EDo6kJCnblmAaECdtAgysWe3+2t5YgLO+nqvEQ3BZEL+d7+rRtNIjJvYvQfS8LB723HxIpgsg9PQYDshhBASTYQuZRRtomyxyi3x5swvhr6vD7zJhORNm9RuTsSjO7AIIY6Own6mZsZjRv7xtNeUNEKCZeyll7y2md0Ovq1NpdYQQgghZL6EzsnQkJzICA1xGcsuBADwJlqXFgjqpEUIy759gCTNelzvgw/BduJEGFpE4oXQ3Q3r4cM++yk8hBBCCIk+rmTHsxESGuLSm5oDgBIeA0WdtAhh2b0HCGS9mSCg6xv/CX5yKJuQhRp75RVAln3207o0QgghJPq4kh13R0hoiEuLfjKGnxIeA0KdtAjAeB7WQ4cwdO2t+PbdP8ahD30Z1iuuA5eW5vd4aXQUXf/v/0GyWMPcUhJrmCRhbMtWv6/RSBohhBASfYTOLnC5ueiW9Go3xct5Lh2AkrFAZkfBIRHAeuw4ZKsVu3KWo1ZMQi2qgYJqJBTeidt1w7jF0o6qlhpwjQ3u9zibmtHzrW+h5C//R+EOZN4sBw5A7Ovz2seVlIF1dcDR0DDNuwghhBASqfjODgj5xWo3w0eNmAJotZBtNoiDg9Dl5qrdpIhGd/cRwLJnN7jUVLwoec8dFhiHV4UcfM2wCbev+AIcG6/wft++fRj41SPhbCqJMWMvXRJEk5CALVd8BAAgm800rZYQQgiJIkwQIPb1YzwrstajAYCDacDlFwCgdWmBoE5aBJjYsxfjay6DjU3/n4OBwzcqPgAuz/uXbuTJJzH2ypZQN5HEIGFgQAms8TB+2TX4l5zvXh9JUx4JIYSQ6CF0dwOyjIG0HLWb4pdjcoSPOmmzo06ayhx1dRB7e3GocOWsx3ZKejx6/ecBnfcs1f6f/hSy0xmqJpIYZd6yFRBFr30vFF2OcVkHlCixvdRJI4QQQqIHPxm/356YqXJL/BubHOGjGP7ZUSdNZRO794DT6/EsKwno+C1CDmpvu8drn2yz+Y1QJ2Q6jDEl1dFT1WJsEZUnb+MllQAARz0lPBJCCCHRwtVJu6gxqtuQaXSnUAx/oKiTpjLL7t1wrFqPITnwDJcHdGt91qdN7NoV7KaRGGY7csRd7NLl6Job3F93ZCoPDZwUw08IIYREDWGyRlqNlKxyS/yjGP7AUSdNRUJ/Pxx1dThdvnZO7/O3Ps2yZy+Yn1pXhPhjOXDQa5tLTcWfuMXu7bNJys+WODgIcXAwrG0jhBBCyPzwXZ3gMozokyMrft+FYvgDR500FVl27wY0GvxTUz7n9166Pk0aHoa9pibILSSxytna4rXdt/lGDLOp0dz98tRcdprySAghhEQHobMLUkGR2s2Y1lkhGdDp3DH8ZHrUSVPRxJ49kJatQqtkmNf7twg5qLt1an3axE6a8kgCw7e2eW0/kb3ea7tD0rtHaik8hBBCCIkOQmcnLDkFajdjWjw04AqVTiStS5sZddJUIttssB09htpF62c/eAbfTlgL58bLAQATu3YGo2kkxslOpxLRO0lcvQ4HhHSf42xlVQAAB61LI4QQQiKeODwM2WbDYFpkF4m257s6abQubSbUSVOJ5eBBMJ7Hi4lVCzoPA4cHKu4ENBoIpg44m5uD1EISq/j2dsBj/eLOJdf6Pa43l2L4CSGEkGjhCgTrTM5SuSUzGzFSQetAUCdNJZbde4CqxTglpCz4XE1SIqRlSp01mvJIZsO3trq/5nJy8DdW6ve42mRluqPQ1QVpfDwsbSOEEELI/Lji9xu1GSq3ZGbuGH5KeJwRddJUwGQZln370FK9MWjnrK9aB4Ci+MnsnB6dtJbLboaD+f8YOKzJdn9NUx4JIYSQyObqpJ2V01Ruycya9EYANJI2G+qkqcB+5gyk0VG8lrYkaOfckjS5fujCBQj9/UE7L4k9fMtkJ02rxZ9TVk17XI2QAi5V+aCnhEdCCCEksgmdXeCSk+cdSBcu5xjF8AeCOmkqmNi9G1xBIXYIxqCd84iQBq60DGCMRtPIjJxtSrKjbeOVqBOTZjxWqFwEgNalEUIIIZGO7+yAXFisdjNmdUFMBKfXUwz/LKiTpgLL7j3oWbU56OftWLZJOf+u3UE/N4kNjDElOATAq2VXzHr8QL5Sw89RT500QgghJJIJnV2wRXD8vosEDdhkZ5LWpU2POmlhxre3g29rwzvGpUE/97tGZfqk9fhxSBMTQT8/iX5iTw+Y3Q6utAz/FPNnPb4pbTImt60dst0e6uYRQgghZB5kpxPiwACGM/LUbkpA7HmT9xftNOVxOtRJC7Pxd94FZ8zEFin4NSxeE3PAGTMBQYBl3/6gn59EP1doSPOqq8DAzXr8MZ2SwARJgvPixVA2jRBCCCHzJHR1AYyhO8Lj912GjUpnksJDpkedtDAb374dw2s2Q2Cz3yDPlcA4jKxWpjxSYWvijyt+/2JyYE/ajohp4PR6ABQeQgghhEQqV7Jjc4JR3YYEqIti+GdFnbQwcra1wVlfj/15y0N2jYN5KwAA1v0HwHg+ZNch0cnZqoSGnNUYAzrewTSQyyuVryk8hBBCCIlIQmcXAOA8i+z4fZdGnREAjaTNhDppYTSxfTu4pCQ8KxWG7BrPs0JwBgNkqxXWY8dCdh0SnfiWFkCrxUkxNeD3jBZWAKBaaYQQQkik4js7gIQE1ImJajclIGdBMfyzoU5aGI2/vQ0TazfDwrQhu8aorIN99XoAwMROiuIn3pxtbUBRMWzTFLD2py1TSWByNjWBCUKomkYIIYSQeRI6u4DCIkhRcmtfLyaCS0ykGP4ZRMd/yRjgbGmBs6kJu4vXhfxaZ0pWAwAsu3eDMRby65HoIJnNkIaHYSssm9P7Tico69cYz8PZ0hKKphFCCCFkAYSuTjjyQjdTK9gYOLCiEgAAPzlVk3ijTlqYjG/bDi4tDf+QQ19k8HltOcBxEAcH4Th7NuTXI9HB2aKEhgxkzu1DfL9sBDgl6MZRS+vSSOwR+gdg+sy9ELq71W4KIYTMC9/ZhdEoid93seYq9yNCN3XS/KFOWpiMb9+G4fVXzWma2Xw1SYmQq5VwkgkqbE0m8W1KJ60tZW7lH4ZkHbhi5WkXJTySWCNbrej86ldhO3ECpns/C76LOmqEkOgiDAyAORzoTc1RuylzMmxU6rW6kimJN+qkhYGjsRF8cwveylsTtms2Ll4HAJjYRevSiMJVI+28NnPO750oqQIAOBqok0ZiBxNFdH3zPjgnHz4I3d3ouPde8F30VJcQEj2Eyc+sliiJ33fpTMoGAAj0cMwv6qSFwfi2beBycvCCGPwC1tN5NXkxAKUulrO5OWzXJZGLb2kFOA5HpbnH83ZmKyNpzoaLtM6RxIy+Bx+E9cABr31CTw9M995LT3YJIVHDVWusjktXuSVzc3GyUynQgzG/qJMWBhPb30H3uqvDmrizT0gHV6Ssfxt/552wXZdELmdbK7j8fIzKujm/90KSMiVBtljow5TEhKG//AVjL73s9zWxpxemz9xLRVYJIVFB6OwCtFqcE5PVbsqc1MjKQ2O6r/CPOmkh5mhoAN/WhlcyV4b92t0rLgMATLzzbtivTSIL43kIXd1wzDHZ0WU/y3J/7WhoCFazCFGF+bXXMPj7P8x4jNjXp3TU2tvD0yhCCJknoasTXF5+WHIPgqlJSgSXnAyhv59K/PgRXf81o9D429vAlZThbSFr9oODbIdxCQDA2dio1McicYs3mQBJwnD2/OJ5m6VEcFnK3HFnPXXSSPSyHj2Knv/9fkDHiv39MN37Wfr8JIRENL6jE84oit/3JBeVAJIEobdX7aZEHOqkhdj49u1oXn2VKtfeIuaCS1fmJ9NoWnxzxe+b0vLnfQ5HxSLl/2kkjUQpZ1MTur7+DcDfE1ut1u97xIEBDPzilyFuGSGEzB/f1Qlz1vz/vqvJmjMZw09THn1QJy2E7BdqIXR04LnUpapcn4cGY6snpzy+S520eOaK36/VzX9EtzdXmSpJCY8kWg3+6c+QJyZ8X6iswsN3/Q+4LP+/H5ZDhyAOD4e4dYQQMney3Q5pcAj9KdEVv+8yOFnbjVJ1fQWtk8ZxnJbjuDMcx70ZrHNGu4nt28AWV+OwMPc0vWA5XKCshXPU1dEvQBxztirTtY7K809+akhVnnaJPb2QzOagtIuQcLLX1Pjs4/IL8K2Nn8ceIR2P3/xlQOcnWEcUYX7jjdA3kBBC5siVRNtmmHt5nUjQkax0LoVOuke9VDBH0v4TAD1i9zC+/R1cWHaFqm14jhWBMxgAABOU8hi3+JYWcFlZ6Jb08z7HUU22+2tHw8VgNIuQsBH6+iD293vt49LT8dPrvow6MQkA8LKQg+O3f9bv+82vvhbyNhJCyFy5pgnWa6Irft+lQWcEAAjd1Em7VFA6aRzHlQC4HcDjwThfLLCfOwehpwd/T6xWtR1Dsg62NRsBAOO0Li0uMcbgbG+HUDy/ZEeX40IKuGQl3tdJUx5JlLHXnPXa5hIT8ddb/wMHBO8bmx9yyzF8/W0+73c2NMBxkR5OEEIii6tUSI2UonJL5qdGTgUA8FTQ2kewRtJ+B+C/AMhBOl/UG9+2HeLKNWgQE9VuCo6WrgMAOCY7jiS+iH19YDYbRnOKF3QeBg6iOzyEblZJdLGf9eikabXYesf/w6tCtt9jv5x1E6Tlq3z2m7e+GqLWEULI/AidXeCyc+ZVAzUStEsGcKlpFBzix4I7aRzH3QFggDF2apbjvsxx3EmO404ODg4u9LIRjTGG8Xe248Siy9RuCgDgKZQCCQkAgIkdO1RuDQk3V7JjZ1regs81VFABgBIeSfTx7KQdvvML+Js4/UMLG9PgvhX3gMvN9dpvfutNMEkKWRsJIWSu+K5OiPlFajdjQeTCIkgjI5BtNrWbElGCMZJ2NYAPcBzXDuBfAG7iOO6flx7EGHuUMbaJMbYp95I/fLHGce4cxMEhPKGtVLspAIABOQEOmvIYt/hWpZNWb1h48lNLuhIewjc3U+FJEjWYIMBRVwcAaHz/J/BjzD4NvUlKxJ9v+BI4/dQ6TmlwCNaDB0PWTkIImSuhoxPj2dEZv+9imywfwFN4iJcFd9IYY99ljJUwxioA3ANgN2Ps0wtuWRSzHjsO+9rLFhTSEGzHy9YBAOxnzkDoH1C3MSSsnJPx+ydZxoLPdTpB6egxQYCzpWXB5yMkHBwNF8EcDoxe+x78p35jwO97Q8jCwfd/3mvf2KuvBrl1hBAyP4wxCN3dGEyLzvh9l5GMyYRHCg/xQnXSQsBeU4P9ZRvUboaXf2jKlWhpxmjKY5zhW9vApaYGZX3kQTED0CgfGzTlkUQL11THN/LXzfm9P8ESjFx3q3vbsnsPpPHxYDWNEELmTRwYAON5mBL9r6+NFr3JSo1KWpfmLaidNMbYXsbYHcE8ZzSyX7yIJ1mp2s3w0iMlwLl6PQCK4o83ztYWSAtMdnQxMy24ImUtj7OeOmkkOtjPngU0GuyQ53cj81z+1Ogbczoxvm17sJpGCCHzJnQrYXAXtdEZv+/SplNm+lA9X280khZkvMmE8ZJFMDOt2k3xcapc6aTZTp2CODyscmtIOEgTE5AGh2DOKwnaOS3FFQBoJI1ED/vZs0BZOYbmmX72tpAJLr/AvW1+jWqmEULU50rsdsXYR6sGTmk/FbT2Rp20ILPX1KAxv0rtZvj1D20FoNUCsoyJHTvVbg4JA1doSHdG8BYV92QpHT4nddJIFBBHRiB0dGCkdMm8z8HAoWfVZve2/fRp8CZTMJpHCCHzJvT0gEtPj6gMhPk4J6YAHEfTHS9BnbQgs505gwOGhdWjCpUOSQ9h5VoAwMS7NOUxHrji9xuDkOzoUp+sRPlLZjOE3t6gnZeQUHAVsW7KWtiU321Zy722aTSNEKI2oacbUkFk3nPOhY1pwOXkgu+mgtaeqJMWZPaGi9glLDxFL1ROVyqBJtbjJyCOjqrcGhJq/GSy42mNMWjnPK7Jcn/toHVpJMK5QkOOGBY2mrxFyAaXNfWzb37tdTDGFnROQghZCKG3F9Yoj993EfMKwGw2iCMjajclYlAnLYgkixUW6MBH8D/r07pKJZ1PFGHZtUvt5pAQc7a2gTMYUCMkBe2cp4VkcEnK+RwN9UE7LyGhYD97FpzBgD38wh6eSdBgcPXl7m2huxu2EycW2jxC5o0JAmwnT2Lwj3+C5eAhtZtDVCD29GAoI0/tZgTFRKbyfQidnSq3JHJEbm8iCjnOn0NnQWSuR3NplQwQV64BAIy/S4WtYx3f0gJWXAopiL/qDBykcuXn3NlwMWjnJSTYmCzDcf48xKolQXl4tjNvpde2+VWa8kjChzEGR10dhp/4Ozq+9GVcvPwKmD79GQz9+c80/TZOCd096EzKmv3AKDA8WeuNEh6nzC/qivhlO3MGJ1JLAVHtlsyspmoDNp2vge3oMTBBAJeQoHaTSAgwQQDf1YWJy64J+rlH8suQ01BLCY8kojmbmiFbregvXhyU870g5uETaWlgExMAlHIm8vf/F5qk4I1Uk+ggjY2h40tfRkJREfQVFZP/K4e+ogK6zMygX092OND6gQ9C6Ojw+7r10CEwxsBxXNCvTSKTNDYG2WZDk84ICGq3ZuG6Eo1YBEDoonVpLtRJCyL72XN4O/s2tZsxq6d1VdjEcWA8D2drKxKXLlW7SSQE+I4OQBTRl1kY9HO3GwuRA2VagmSxQpuaEvRrELJQ9rM1AIAL6SWAvPDzOZgGo2svh/Ggko4rW62Y2LkTGXfeufCTk6gy8uyzcJw/D8f58z6vaTMykPmpTyL3G98I3vWefmbaDhoASCMjcNTWIWnVymmPIbHFFb9/Lsrj911adBm4HlTQ2hNNdwwSxhisY+MYkCN/VKpJSoS0fDUAwFFHa4pilbOlBQDQnJQb9HOf00+ekzE4G2nKI4lMrtCQfZrg/Q7sy/e+CabC1vFHdjgw+s9np31dMpsx9H9/Qd9DDwUlXEYaG8Pw44/Pepz14MEFX4tED6G3F1xiEhqlRLWbEhR1TOls8l20Js2FOmlBwre2YjCrSO1mBOzcYiXl0VFfp3JLSKjwbe0AgLNBTHZ0OSRPndNRTx19EpnsZ8+CyzDitBi8kd7nWKE7OAcArIcPQ7bbg3Z+EvnGXnkFUgDpyKPPPY+e//pvMHFhayCG/vo3yOPjsx5HnbT4InT3gBUUqN2MoGkQDUBCAk139ECdtCCxnzmD85nlajcjYM/qFwEcBydFqMcsvr0d0GpxQgz+VIgeKQFcnhL7S0WtSSSSJibAt7TCsTi407nHZR0m1l7m3mYOB6yHDwf1GiRyMUnCyJNPBXz8+BtvoOvr34DsdM7rekJ3N0afey6gY21nz0KyWOZ1HRJ9hJ4eOGIkfh9QEnS5/AIIvb1gkqR2cyICddKCxFZTgx3a6PllqRWTIC9dAUdDA9X6iVG8yQSuqBg2Fppfc3tpJQCqlUYik/3cOYAxdOZVBv3ch4vXeG1P7Nod9GuQyDS+bfuc18xY9uxB55e+DMlinfP1Bv/wBzCeD+xgQYDt6NE5X4NEJ6GnB+MZOWo3I6icOfmAKELs61O7KRGBOmlBYjN1okaIrvCE2sUbIU9M0CLNGMV3dMBaUBqy8/fllAAAnE1N9NSLRBzXerQzKcGfhv4MKwGn17u3LXv3gslBSCYhEW/4iSfm9T7b8ePo+PznIQYwTdLFcfEizG+8OafrWGjKY9wQensxkBz8JFE1mSdrpfGddF8KUCctKCSzGaO66Itgfi5pEQAKD4lFksUKaWgIg1nBT3Z0aUpR5sIzpxN8W1vIrkPIfLg6aTtZ8J80D8k62NdsdG9LIyOwnz4d9OuQyGI5eAjOBazBdZw/D9NnPgMhwFGCgUd+Dcyx82+lotZxQ+jpQZfeqHYzgmogJRsAIHRTJw2gTlpQ2M+eRXNuZBex9qdGSAGXmUnhITGIN7UDANqSg5/s6HJKO/UEj6Y8kkjjOHsOXFExOiT97AfPw/HStV7bNOUx9g0/MXvC4mz45ha03fWRWdcxWo8eg/XAgTmfX+jqgpMemsU82eGANDyMZm2a2k0Jqk6DEQAVtHahTloQ2GtqcNAQuhGLUHJWLKZ0vhjkqqdzTpcVsmscEdKAyULozovUSSORg29vhzQ2BnNFdciu8bSmDNBNlRqd2L0rZNci6rNfqIXtSHDWe0kjI+j44pcw+Oc/+50myxjDwCOPzPv8NJoW+4SeXgBAnRxdy2xm06xROp2U8KigTloQWOsvYodgVLsZ89KXVw4nTXeMObzJBHAcjouhe8rGQwNWVgGARtJIZHFNdWzNDl3ibrekB79yajRNMHXA2dwcsusRdQVjFM2LLGPoj39C55e/4rNObWL7djguXJj3qSmKP/YJPT3gEpPQJhnUbkpQnZeUTqfQSbXSAOqkLRiTZZjtPPgo/aesTy2AODgIcXhY7aaQIOLbTeDy8jHMdLMfvADmQuUm2EEx/CSCuDppxxJDO8OhpmKd1zZNeYxNfEcHJt7dEZJzWw8eRNtdH4G9pgYAwAQBA7/93cLOeeJE4ImQJCoJvT1g+bFTI82lQzaAS0kBT2vSAFAnbcGcTU3oMkZPEetLHdUoi+opPCS28B0dcBSVhfw6nZnKz740PAxhYCDk1yMkEPaas4BOh52iMaTX+aeuEuA49zZNeYxNw08+CYQwwVbs7UX7Z+7FyNNPY/SFF93T1eeL2WywnToVpNaRSCT09MCZk6d2M0KC5RdCGhyC7HCo3RTVUSdtgexnzuBEauhizkPtmJACLjmZ1qXFGN5kwnB26B8eXDBMBZM4L14M+fUImY3scMDR2AhWUQUL04b0Wk1SIqTlq9zbjnPn6WFFjBGHh2HesjX0FxIE9P/s5+j/xS+CcjqK4o9tYk8PzOmxVSPNxTZZoFvopnVp1ElbIFvNWbwtR+8vCgMHsWIxJTzGEMligTQ8jM7U0P9cHmaU8Egii+PCBUAUMVSyOCzXq1u0fmqDMVj27A3LdUl4jDzzDJjTGb4LimLgx+p0sG2+Bi/ffT+63/Nhr5coPCS2Cd09GEyJrRppLmMZysNfntalUSdtocZHxjAgJ6jdjAUZKqTwkFjCm0wAgKaE0H+AN0uJ4DKV69hpeg2JAK71aA2ZoZ/uCwBvGyq8tmnKY2wZe+lltZvggysqRv3tn8Y3PvgjfKToQ3hCLMKOjCVexzgvXqRR3Rgm9PS44+pjTd9kgW5KeKRO2oKIIyMY0KWq3YwFa0ovAt/RAcliVbspJAiEyU7aOZYeluvxpZUAAMuhQ3RTQFTFJAnmt94CABzQhme9xl4xHVzO1Ki17chRyFb6LI0FQm8vpAgK1bJfdjWe+egDeN/mb+L+hHVokhLdr20Vc8Cleqf50mhabGKSBGFgAC2a8PyND7f2yQLdAtVKo07aQthranDBGJ6ntaF0XJcLMEa1rmIEbzKBMxhwQUyc/eAgGMyb/B0QxfCs3SBkGsN//zucdfXgUlJwWAzfA7TR5VNTHhnPw0I3xzEhkqZwc0XF+GTJB/GckA8Gzud1HhpMrFrvtY+i+GOTODAAiCLq5GS1mxISF7nJWmmU8EidtIWwn6nBDm2+2s1YsENiOqDTRdQfJDJ/vKkDrLDY7x/yUGhJnfodGHvlFTDGwnJdQjzx7e0Y+tOfla+rqiGF8c/bqVzvqWYWmvIYEyLpweX+zXfAwWb+mT5duMJr23r4sN9i2SS6KTXSEtEqhedBbLidl5TOJ99JnTTqpC3AhKkDNUL0V3u3MQ1YeSWFh8QI3mSCLa84bNc7kzA11Uvo7ITt6NGwXZsQAGCMoff7P3AHPPQWLQrr9bdoir2i+C1794HNJQCCRKRIeXDJlZTiEcz+M/2CptTr51AaG4OjtjaUTSMqEHp6wPJir0aay6isA5eVRdMdQZ20eWOiiGFn7IwYjBVVUgx/jOA7OjBkDF/9lENSGqCdijqPxIX2JLaNvfAibCdOuLfPpoa3dmWraABbNDWaJpnNsJ2kIJ1o55hhJI3LzsF/3f0QHv3od7D7rn9H0/s+gdFr3wNx1TpweflenaWF2rP5DvAB3K61SgbIS5Z57bMcOBC0dpDIIHT3wJkdmzXSXKS8QsgWC6SxMbWboirqpM2To74BLRnhG60ItbbMYvBNzWCCoHZTyAK44ve7krPDds1xWQcUl7i3J3buhDg6Grbrk/gm9Pdj4JFHvPbtQe40R4dOZ9Vqr21KeYxustUKoWP6CPDaK27DeTEZW4Uc/EquwjcMG/HJ7Ftx5+JP47arHsBTdz/gTr5dCK60DL9hVQEf37pordc2hYfEHqG3F+MZ0Vv6KRCWLKUTysd5wiN10ubJUV+Hg4ZCtZsRNGcM+WCCAGdzs9pNIQvAtyvJjhfDEL/vyVJU4f6a8TzMr70W1uuT+NX3owchWyzubS43F/VSUtjbsS/d+0basmt32NtAgsdxsRGYZn0tl5KCXxlW+H3N5QUhD9+6+X7IS5cvqB07L7sDAgt8VG57qvfPof3cOUgTEwtqA4ksQk8PBlOy1G5GSI1MFuoWuuK7Vhp10ubJ3tGFHYJR7WYEzV7JCHAcHFQvLaoJHUon7SxLm+XI4OrJ8p5eNvYyTXkkoTf+9tuw7Nnjtc9auVSVtrwq5YJLnOocCt3dcFy8qEpbyMI5Gqb/W9h11XvRJ+tnPUetmISPrvg8Rq67dX6NKK/Eb+WKOb3lbSETXJbHDbwownqIRtNiSSzXSHPpSXTVSovvdWnUSZunPkET0BzxaDEk68AVl9C6tCjHm0zgkpJwMUzx+y51Sd4pp3xzC2ynz4S1DSS+SGNj6Pvpz3z2t+dVhL8xUAKYHCsumfK4i6Y8RivndKEhOh1+k7Eh4PPYmAafynoPjn3oi0BCwpza8M6m2+ecUsrAYXTlRq995q2vzukcJLIJPT1o0Yb3QWy4tSZkAAB46qSR+ei3SWo3IegmSqqokxbl+HYT5KKS2Q8MsmOc7/RKGk0jodT/85/7FBrmUlLw58SFTS9biIYS3wh0Ep2mGwUdu/JG1Ilzn077IyzDXz/0bXC5Aa6XrFyEP0rzq8N6NO+S8JCDByH0D8zrXCSyiKOjYHY76uTw1YFUQx1Tvj+B1qSRuZIsVvSKsfdP15ldCmdDA9W5imJ8RwesueFNtgOAs2IyuFTvPxrj27dD8lgrREiwWA4chPm11332193wIbSKBhVapNhmKPXadpw9B9nhUKk1ZL6YJMHZ2Oj7AsfhrwVXzvu8rwnZ+Nr134Rzw+ZZj317w9xH0VxeYIWATje1Q5Jg3rp1XucikUXo6QFnMKBFnH26bTSrFZMArRZCJ61JI3PEt7bggi72Fm2eS8qfTLTqULspZJ54kyms8fsuDBzEskrvfTYbxt98K+xtIbFLGh/HwO9/j+5vftPnNa6gAD/Qrwl/ozzsEzK8RkqYIMB++rSKLSLzwZtMYH46144Nl2OfkL6gczeLBnyo7GPYcvd94EpK/R7DFi3BnyT/rwWiT9ZDXLbKa9/Yli30ADYGCD09YPkFQS3xEIl4aMDl5SvfbxwXZKdO2jw4W1pxVM5QuxlBt58pHU+a8hidpIkJSCMj6EgKX/y+p5E835uKsZdeUqElJNZIFgsG//xnNN/yHgz/5a+QrVafY3ZedRcsTOvn3eE1smyd17b16DF1GkLmbbq/gc9VXR+0azwmFuOuy76OC3d8BlxKitdrb6x7PxgWdhN+scK7kyZ0dMB2/MQ0R5NoIfbEfo00Fz63AEwQIA7E71Rd6qTNg7l/CD3S3BYAR4NWyQAuJ4cSHqMUb1JGQC/qjKpcv8XoWzfQUVtLnX4yb7LViqG//g0tN9+CoT/+CfL4uP/jlq3Ar+VKv6+F26ncaq9t2zHqpEUbZ4PvejR52Uq8JAS3/p6NafCAbi3+/bbvKQmQHAe2ZCn+soBRNJc3knxrq429QuuEo53Q0xPzNdJcJozK71s8T3mkTto8DFp5tZsQMo6yRXRTHaV4UzsAoCbM8fsuz+oqAK3vSAaNppH5GH3pJTTf8h4M/u53kMzmGY99YvUHFjzyECyvcEVeU5HstbV+R/5I5HI0+CY7blt5c8iu1yoZ8Kms9+APd38Pj6/7cFDOuU9IB1dQ4LVv4t0dVDMtyik10tSZLRNug6nK9xnPBa2pkzYPgxNOtZsQMr15ZdRJi1K8yQQuNVW14IRm0QDnuk0++81vvkXhCWROxNFR9P/kp5BGR2c91nr5ddgiRM6T5XbJALZoydQOUYTt5En1GkTmzHlJJ40rKcNfpNCn5m4TMoP6szyw3DuKnzkcGH/zzaCdn4Sf0NOLrhivkebS6aqVRiNpJFCyw4He2O2joS6lENLQEIQ4ngMcrQRTByQV4vc97S2/zGefPD6O8e3bVWgNiVbmV14BcwbwQZuQgJ+V3hL6Bs1RxyLvemnWY8dVagmZK3F4GOLgoNe+wxtvnXfSopoOZFX77Bt7+RUVWkKCJR5qpLk0a5WQHqE7fmulRd+njsr41lbUxWCyo8thjTK8fOmTRBL5eJMJlpxCVdvwOCsFl+r7B2TkiScgB3LTTeIek2WMPvd8QMd233AHTovJIW7R3O1L814PROvSoofjkiLWXFY2fqNZrFJrFuZFuQCcwXtmhaO21u90ThL5ZLsd0ugo6uSU2Q+OAbWTtdL4TuqkkQA5W1pxRF5YBG8kOy0o9a4oPCT68CYTBjPyVW2DhWkxuOkan/3Opmb0//RnKrSIRBvLnj0QenpmPY7LMOJ/03xHbiPBa1IuuMSpgseO+npI04SekMjivOjdgam/8taISA2dDzPTwrFyrc9+Gk2LTkJPDzi9Hi2SerUgw6lZNIBLTITQRZ00EiBz/xC6pdgtIsjAQahYTOvSoow0MQFpdBSmJPVHebfm+N4UAMDYiy/C/BbVTSMzG3322YCOO3XDXeiTI/Oz2MY0cKzwqNkmy7CdoPjzaHDpSNrvE1eq1JLguFCyymff+BtvQOZjNwAtVgk9vUBeQcSEJIUDyy+EODgYtzNxqJM2R4OW2P9BGSwop05alOHbTQCABq1R3YYA2CLmgCv2vzau7wc/BN/eHt4GkajhbG2F9fCR2Q8sK8eD3LLQN2gB6kqWe21bacpjVPAcSeMKCtEe5aMWW/QVPvsksxkTO3aEvzFkQYSeHjhz4qNGmosjNx9gLG5H06iTNkcDE7H/9KkxrQhCZydF9UYR3qR00k7LqSq3RNG49lq/+2WrFV333U9PcYlfo/+cfRSNy8zE45d/AnyE//l621DmtW2j8JCIJzudcLa1u7etZYvUa0yQnBaTgbJyn/3mV2jKY7RRaqQFt1ZfpDNPfr/USSOzYoKAPruodjNC7pguB2AMjtpatZtCAsR3mMBlZETMVNy/pyzzqhXlyVlfj4Ff/CLMLSKRTrJYYH711RmPcWy6Av9+07fxSgRF7k/noJAOLm9qjaizsRFiACUFiHqcTc2AOPU3vitn4UWlI0HTqqt89lmPHI3r+lPRSOjpwWCq+ksawqk/Wfl+4zU8hDppc8C3t6Nem6l2M0LukJAGTq+nTloUEUwmSIXqxu97qhFSIPpZsO4y+tzzFMtPvJi3vgrZZvP7GpeYiOMf/AI+XHI3WqNo+tnwsnVTG4zRaFqEczZ4T/O/kFwwzZHR5XfJq8DpL3mAxxjMW7ao0yAyL0JPD7rjpEaai0lvBEAjaSQAzpYWHIvhZEcXHhrIFVXUSYsivKkD4yrH71/q6OLNM77e+7/fBx/HRSrJFMYYRp97zv9rS5bioTv/Gz/klvt9PZKdyfGeLmc7TuvSIpmj4aLX9n7ExqhFq2jA8OU3+Owf27oVTJbD3yAyL0Jv/NRIc7moUe65+a74vFegTtocmPsGYYqip7gLMVJYAfsF6qRFC95kwkB6ZM1Vf0xTBS4xcdrXZYsF3d+8D4zWp8U966HD4NvavHdqNDDdejfuWvUFHBai88bkXc57JMZ6lDppkczhMZLGZWXhopg0w9HR5e8Fl/vsE3t7AwvqIapjogixfwD1LDLWnYfLeUmpCSfE6dRc6qTNwWAchIa4tBmLIXR0UG2fKCCNj0MaHUV7UrbaTfEyIOtg3ui7FsKTo7YWA7/9XXgaRCKWv9j97R/+D3w16Qo4WPT+mTonJYPLnUpj41tbIQwMqNgiMh3GGJweI2mO8ugsYD2dXUIGhNXrffZbDx1SoTVkrsT+fkCjQaMYHwMFLgOyDlxGBk13JLMbmHCo3YSwOaVXbiwcdXUqt4TMhjd1AADqNUZ1G+LHW4W+NwWXGtuyBUyM/UAe4h/f1QXLvn1e+7iSUvxBKpvmHdFlfPEKr23bcaqXFomE7m7IFot7uzfPNxEx2r1Vfb3PPvvp0yq0hMyV0NMDLj++aqS5SPlFkC2WuAxeok5agJgkoc8aPzeS+6QMQKOB48IFtZtCZuGO35cibxrEc2I+uNyZp2HKZjNsJ0+FqUUk0ow+9zxwybqYs+tvipmbkcbcKq9t27GjKrWEzOTS2qD1qZG1xjcYHpeKfGpYOurqIDvi5wF0tFJqpOXPfmAMsmUpgwbxOJpGnbQACZ2duMjFfmiIy6isA8rKYafwkIjHm9rBZWVhQNap3RQfIjToWO+/Zpqnid27wtAaEmlkhwNjl9Rr4gwG/EG/VKUWBd8+Q5HXtpUSHiOS85LQkMOa2AgN8SRBg1Mb3+O1jwkCHOfPq9QiEiihtxcTGZFfeiQUhie/b+qkkWk5W1pwjMVPJw0AxkoWwUHhIRFP6OiAWBA58fuX+mfGqlmPsezZG/qGkIhjfuMNyGaz177RzddFTL2/YNgrZoBLSXFvCx0dEHp7VWwR8cfR0OD+mktNxSkhZYajo9dvdUvBpXrPurCdPqNSa0ighO74q5Hm0pMUv7XSqJMWoPGeAbRK0yfVxaLWrFIInZ2QLrmJIpGFbzfBHGHx+572C+lg1ctmPEbo7ISjsTFMLSKRwrz1VZ99zxdsCn9DQkhgHJxLvMsHUMpj5HF6dNKEisUxM932UkOyDt1X3Oy1j9alRb54rJHm0pJgBKDcJ8Qb6qQFaGDCqXYTwu6UQZn/TOEhkY03mdCfFlnx+5c6ufyaWY+x7N4dhpaQSCFZrLCfO+e1jy2uxutCZKWUBoOpcInXtu0YddIiiTQxAaF7KuJ7oCD2QkM8/TFzA6CZuv2z1dSAMaZii8hshJ4etGrjazaXS+1k2QGhm0bSyDT64yjZ0WWPZAQ0GtgpPCRiSePjkMbG0JYY2dMgfqapBltcPeMxE7v3hKk1JBLYTp4ALkn1PLrqBnUaE2JHU7ynI1upqHVE8RxFA4DG9KJpjowNNUIKbJumyqPIZjP4lhYVW0RmI/T2ol6OzSm4s6mVkgGdjqY7Ev8YY+i3xE+NNBdXeIijlkbSIpUr2bFOk6FyS2bmYBr8cv09QELC9MecP081pOKI7ZIpf1xqKv6oqZrm6Oi2Tc4GdFPBPmJPL/iODhVbRDw56r07ace1kT0zIRj+VX6117btFE15jFTiyAiYJKFRiq8aaS4C48Dl5UPo7QWTJLWbE1bUSQuA0N2DJsTnE4yx0sVwUMJjxOLbXfH7kf/zuU9IR92tH5/+AMYoQCSOWI96R9H3bb5ReTAUg0ZlHeQq7+LIVpryGDEcFz1CQwwGHBIir5xJsL0k5HrNbqB1aZGLN5nA5eVDiuNbdmdeISCKEHr71G5KWMXvf/E54FtbcEw2qt0MVbRmllB4SATjO0zgcnOj5ub2OwlrIS9fOe3rFMUfH8TRUTgvekee/z179sLn0ay/zLusgP3kSZVaQi7l9BhJkyqqwMfJrdG+1Te5v7adoYTHSMWbTHFbI83FbFRGt+Mthj8+PokWaKK7H01xluzoctIVHkKjaRGJb22DUFCsdjMCJjAOP171UXCJ/n+fbEePQbbZwtwqEm62Y8cAj6ACcdVa7Bdie1F8TUaZ17b97LlpjiThxEQRzuZm9/ZIYaWKrQmvP6IKXJYS1CN0dEAcGlK5RcQf3mTChDH2p+DOZCB18ue0K74SHqmTFoD+cbvaTVDNbjET0GqpqHWEcra2Yiw7cuP3/TkqpOL0e+/x+xpzOmE5dCjMLSLhdulUxz3Vsxc8j3bb4P0knDeZII2Pq9Qa4sK3tYHxU2vOm42xHRriycY06Np43dQ2TXmMSHx7O4ZSIjscLNRMhslaaTSSRi7VH4fx+y5mpgVKy6modQRisgy+rQ19qdH3hO1/NCshrl7n9zXLLorij3W2I1OdNC4rC39lZTMcHRuapERwRR6j3ozBfv68eg0iAADHRe/6jCcT8lRqiTqOZ1S4v7ZTUeuIxJtM6E40qt0MVV3UpAEAhDhLeKROWgB6J+Iv2dHTaOkimu4YgYTubjCHA62GTLWbMmcMHL6/7MPgkpN9XrPs2xd3CU7xROjrc6eSAkDbZTfDxuLjT9FolXdRa8c5mvKoNq+1kTod9omRnZQbbK/Lue6aaTSSFpmEdhPatGlqN0NVNZIS5sPTdEfiSegfQGucrkdzacsqhdDVBWlsTO2mEA+udRS1ER6/P50aIQVH3vspn/3S6CjstIg9Zlk9RtGg0eD/0lar15gwq8/xLjFgP0cjaWpzNHp00krLYWFa9Rqjgj5ZDzaZPOqor4fsiL+asJFMGBiAbLOhjsV+4uhMBuQEcOnpELq6Zz84hlAnbRZ8SzOOw6h2M1R1Qq9M/6B1aZGFb20FOA6nxciP35/Og1gKfv1lPvupsHXssnmsR3Ns2Izzou9oaqzaoyvw2rZfoE6a2pwe0x3HiuMnNMRTT8UK5QtBgJ1GdyOKYDIBOh0uivFZI82TVFAEaXg4rsLFqJM2i4nuXjSI8T2Stls0AlotFbWOMM6WVnD5+VH/5PdPi2/12WfZTevSYpVnfbB3yy9XsSXhd1BMA5cxNfItDQ5B6OlRsUXxTRobg9g3VXepPbNExdao54RxqnNK69Iii7O9HVx+QVzXSHOxZSnhS/EUHkL/1WfRZ47f0BCXcaYDyirguHBB7aYQD86WZjjzoyd+fzo7BCO4Au+ESr69Hc7WVpVaRELF2dY2dVOs0+ElFl3JpAvFwMG+ZIXXPpryqJ5LQ0POJMZnLao3WN7UurQztC4tkggmExwx8Hc+GIYz4q9WGnXSZtE/QfOzAWC0pIrCQyIM3xJ98fvT6VnpO+WRRtNij+dUR3nxUgxFSRH2YGrNX+S1bT9P08vU4hUawnHYKxlVa4uaeqQE97o0e81ZMI8ahkRdvMmE4ayC2Q+MA91JSgw/ddLmgOO4Uo7j9nAcV89xXC3Hcf8ZjIZFir5x6qQBQGtWKYTubgoPiRBCfz9kiwW9qTlqNyUodmQu89k3QVH8Mcd6dGqqY0f5ihmOjF2Hk72n1DloJE01nqEhXGERBuQEFVujrt4KJXlUNpvhbGpSuTXEhW9vR1dKbPydX6gWnTJVnI+jGP5gjKSJAL7FGFsO4AoA/8FxXEz89RVHR9Em6NVuRkQ4oVemgdipXlpE4FtaAAB1+myVWxIcr4g5Xmt1AMB+9izEkRGVWkSCjTEGm8d6tMNp5Sq2Rj3bxCxw+qm/K47aWjBZVrFF8cszNMRStmiGI2Pf8QxalxZpGGPgOzrRqI/vQtYudVASLmkkbQ4YY72MsdOTX08AqAcQExNo+eZmnIjzZEeXPVLGZHgIddIigbNFWa91MkZ+PnloMLr6kimPsgzLnr2qtIcEn7OhYWokPiEBr8nx+XTYxjQQFy91b8s2m7ucBgkfJsteI0ad2aUqtkZ9byDfvS7NTuvSIoLY2wvmdOIMS1e7KRGhVkoGdDoIcVQrLahr0jiOqwCwHsCxWQ6NChNdPagVk9RuRkQYl3VAeSV10iKEs6UZXEoK6mLo5/Ng/kqffZa9FMUfKzzro4lLVyqfKXGqp2SJ17bjPE15DDe+3QTmURPsXFJ8hoa49EgJYJXKaKKNRtIiAt/eDi4xCfVxnjDuIjAOXF4++O74ScQNWieN47hUAK8A+CZjbNzP61/mOO4kx3EnBwcHg3XZkOobsardhIgyUlxFCY8Rgm9phVRaoXYzguo5VgjO4F0LxnaKnujGCuuxqU5aW+lyFVuivlPpZV7blPAYfk7PItYA9rHYmDq+EL2VykoVobMTYpTcp8Uy3mSCXFQMBk7tpkQMZ14hmM0GcWhI7aaERVA6aRzHJUDpoD3LGNvi7xjG2KOMsU2MsU25ubnBuGzI9VNoiJfWrFIIPT0QR0fVbkrcc7a2Yiwvtmr6jMo62Fdv8NonjYyA74yfqQ2xioki7CdOurcPpJTNcHTse5vlAdzUjRclPIafwyPZkcvJQatExYJPZFS4v6YHZOrj202w5sXE6qGgMRvzACBu7guCke7IAXgCQD1j7DcLb1Lk6KVOmpcTeuWXg4paq0scHYU0PIzu9NibnnOqZLXPPvtZuoGNdvZz5yHbbAAALjEJb0nxPWrRKemB0qngFGdjE2Qn1eQMJ8/QEHvFYhVbEjneQL774QGtS1Mf396OQWPs/Z1fiP5U5W+H0NWtckvCIxgjaVcD+AyAmziOq5n83/uDcF5ViYODaBHoyZqnvVIGoNPRlEeV8ZNFnhsSYy944TlduXvxuov97FmVWkOCxXr0iPtr57KVsDEq0Tlc6VF2QhTp4VeYORsa3F/35MT3yK5Lt6SndWkRhDeZYEqK7wdal+owZAJA3ISHBCPd8SBjjGOMrWGMrZv839vBaJyanE1NOMKMajcjoozLOqCsgsJDVOZsVuL3T8bgz2eraIC0bJXXPuqkRT+bR3205hLfmnjxqDarwmvbQVMew0ayWCD0TIUP1KZQsWCXvsl1aY76esh2u8qtiV9MksB3d6NOZ1S7KRHloiYNAMDHSQw/Pc6chrm7D01SZCTq6EUBSwfb1W4GAGCkZBF10lTGt7aAS0rCeSl2kh091Vet89p21tdD5nl1GkMWTHY4YK+pcW/vSaJRCwA4qM3z2qbwkPBxXvQODTnExd6shPk6YZyslyaK9DOpIqGrCxAEnJIpft9TjTRZKy1OClpTJ20avWOR8wTpkzXb8OZT/4ksm1ntpqAlswRCTw+E/n61mxK3nJPJjrGa+PRSkndRWSYIcNbRVLBoZT99Gmyyk82lpuIdMVPlFkWGw2IquJQU97adYvjDxis0xJiJs2Kyiq2JLK97rEuznTyhcmviF28ygTNmokdKULspEWVATgCXkRE3Ba2pkzaNvvHIWcS9qr8FCbKERcPqz8E9oVcWsdqOHp3lSBIqzpYWjOfHVrKjp+NCClBe6bWPpjxGL6vHVEfbstUQWGw+XJgrCRrwVdXubaGjY6rYNwkpr9CQRUtnODL+dEt6wLUu7Th10tTCt5sgFsXu3/mFkPKLIPT3gwmC2k0JOeqk+cEYQ3cEddIWD3cAACpH1C/gt0dUwkM8b7xI+MhWK8TeXnRnxHbiU/uyTV7blPAYvTzrozUW0Q2xp77CSx5G0GhaWHiGhnTmV85wZHxy1Uuz19TQVHOV8O3tMGcXqt2MiGTNzgckCUJvr9pNCTnqpPkhdPegQYqM6Q8ck7FkSBlBqxpVP3LUwrRgZRVeN14kfJyTyY4XDdFRa3C+3kxf4rVNI2nRSbbZvFILdxhKVWxN5Dmf5v2k3H6OHkaEGmMMzqYm9/apFKpDdamTxgoAAHM6YT9To2pb4hVvMqEvI2/2A+PQcLqyhjQeaqVRJ80PZ3MTDgdpsWa6w4IN3fX46Lkd+M7eJ/Efh1+Y0/uLxweRIij12qpG1O+kAcBoySKIPb3gOzrUbkrccbYoyY6nuNhe1/O2kAnOo+i90N0NcWhIxRaR+bCdOQOIIgCAyzBit0CL4D3t5bwftjgoqCHkhM5Od80+cBx2yBRxfqk3UDC1Lu0YzZpRA28yocWQpXYzIlJPkvLvEg/hITq1GxCJRvqH0SfPL9mxargLXzj5KhYNd2HRSBdyrWM+x7yw9r0YSgnsJnvxkNIRGkw2ojJCOmktmaXIAmA9ehT6MkpqCye+pRVcYhLOipGRPBoqDBz6V21G3p633Pvs584h7aabVGwVmSvbyZPury3L1sRs2M18nReTwGVlg40MAwDsVIMy5LxCQ4pLKZjBj07XurTWZtiOH1e7OXGH8TyEnh7UajIASe3WRJ4WXQauAiB0x34njUbS/OgZc8z7vV86vgUfO7cDOlnCrkWb8dMb/g3/9pEf4PovP4pPf+zHAIDlA20Bn696spO2Y8nlKB/thUZW/zf2uF4ZgrfRurSwc7a0QC4phRQHv7q7c5Z7bdtraMpjtLGdmAoeqCuonuHI+GXzCA+RhofBd0XGw7hY5WyY6qSNVSyZ4cj41lehfP7az56F7Jj/PRGZO9c0vlNiqsotiUy1mKyVFgcjabF/pzcPfeb5x++v7m/BkbI1uPvTv8J33vcNPHb5Xdi9eDNMmUU4X7AYALBioDXg81UPdWAgJRNnipZCL4soMQ/Mu23BslfMABISYKUnbGHHt7RgPD8+1vW8JOaBS536I0XrdaKLzPNe0/e2JxSp2JrI1ZlX4bVNRa1Dy9k41Ulrzi5XsSWR7VSmEqjCBAH2M2dUbk184dvbweXlw8K0ajclItVJSYBOFxcx/NRJuwSTJHRPzC/WUy8KqB404ULBIr+vm5PS0JWeixX9gY+kLR7uQFNOKdqylMXNkbAuzcK0EJeuhDQ05LUAm4SWzPPgu7rQY4yPxCcb02B89VTKo+P8eTBZVrFFZC4cZ89O1UfLycFhkdaj+XMm2bvzSgWEQ8vhEb9/RF+gYksi2+se69KstC4trPh2E5yFFL8/HYFx4PILIFBwSPzhTSac59Lm9d7qIRP0sogL+YunPaY+ryrgkTRXsmNjTjlas5Rf2MoISHgEgLZSZSoERfGHD9/WDkgSLibmqN2UsDlauMr9tWy1wtnUrGJryFxYPaY6mpeuUbElkW0H8w6usNNIWsjINpv7xo7T67FHNKrboAjWIemBiioAVC8t3HiTCSOZ9ABhJs7cAkhmMySLRe2mhBR10i7haG7BoXkmkK3uU24gXdMa/anLq0LVSDcShdnneBeNDyFFcKAppwwjSekwG1IiYiQNAPanKoEhFMUfPnyrkux4mjOq25AwepXzHjW0n6N1adHC7hEacj53+s/EeNct6cEVTz01d9TVg0nqrz2ORc7GRoAxAIBUtQQ2RrdAM+mrWglAqd/nTsQkIce3t6M7NbbL7CyU2ahkIwgxnjJOn1CXGBgen/c84NV9zRhLTEXnDIWG6/IroWUylg6aZj3fkiHlmKbsUoDj0JZVHDEJj2+K2eASk2A7cZKmoIWJs7kFnMGAGilF7aaETatkAFcylSBK9dKiAxME2DzqK72lo1pUMzGXTwVYMJsNzmYaMQ4Fh0doSH+x/2UJZMrRzMl/I0GA7TStSwsX3mRCoz62y+wsVH+qMgPBUd8wy5HRjTppl+g1zz/FaGV/Cy7kL3LP4/anNk+ZPrAigIRHV7JjY46yuLklqxiVIz3zbl8wOZgGjuWrIJvNcNTVq92cuOBsbYFcXAqBKT9fqU4bkvjYT90aXrTC/bWDOmlRwVFbC2ZXApi4wiKcEePnwcJ8tOV4B1hQSE5oeIaG1GbERwDTQmyV8wGdUqmJ6qWFh2y3QxwYwFlkqN2UiGYyKJ1YR21sly2hTtolesbml+yYIAlYNtimdNJm0JWRj3F9ckDr0pYMdWIgJRPmJGWNXFtWMYonBgOaKhkOzcVLAQA2mvIYFnxLKyYKpm4sHt3yEzy87fcqtig8zmVVuL92trRCsljVawwJiGd9tOElq1VsSXQ4fkmAhYM6aSHhGRqyT0vTyWYzIOsgVSsPyazHqZMWDrzJBE6vx4UYr4W6UBc5ZVmS/UKtyi0JLeqkeZB5Hl3W+a0FqB7qgEEScWGG9WgAAI5DfX4VVvQH0EkbNqEpZ+qmvC1TmTJUORoZo2m7kybXpVF4SMgxSQLf3o5eV7IjY1jV3+JeBxnL3tF5rEuTZYoojwKeoSFnc2ha2Wx2SZnuEQsAsB6hB1+h4GxUOmlchhEnBapBFYjWcmVdmqO2DrKVHpCFGt9uAissjotaqAtxdnLZh7OhAUyYXyJ7NKCfAg98aytOs/mFhqwKIDTEpS6vEssG22csTO2Z7OjSmj3ZSYuQKY87xExwaWmwnzoV078kkUDo7ATjeTQmKcmOmfZxpDutKDX3I0GK7X/7GiEFXG6ee9t+ljppkYzJMuwe61fe1MRHyYiFMDMtWHmle1vo6oKzNfBSLWR2Qnc35IkJAIBj8VKVWxM9dqdWKF+IImynTqnalnjAm0yw5VFNydkMsARwGRlgPA9HY+Psb4hS1EnzYG1rx8l5Vnhf1d+CcUMKTAHUsKrLq0KK4ED5WN+0x3gmO7q0G5Vf3EgJDxEYB9uy1ZBtNtjPU22fUHK2KMmOZzTKPOyK0V4AgJbJKJvh5yhWmJesdH9N4SGRzdnQ4L4Z5gqLUCcmqdyi6DBS4j3iaD14QKWWxCbHxan1aB2Ta8PJ7N4WMsGlKvdFVC8t9Pj2dgxS/H5ApHzlnthxPnbXpVEnzUPfiAX8PP9JVvc1oza/asbQEJe6/MnwkBmmPHolO06y6xPRk5aDqpHIqbJeX6g8kbQepek5oeRsaQUSEnBKUIb4y8d63a9FSlmGUGrIm7qBpVCFyGbzmOo4snjlDEcSTxczy7y2LQcOqtSS2OT06KSdSaHR3UDx0MC2XKlzaDt2XOXWxD7eZIIpOX5qoS6ENVtJUo/l8BDqpHmYb7KjThKxfKAN52coYu2pKbsMgkY7Y3jIpcmOLq1ZxaiKkOmOALBDr3QibbQuLaT4lhagpMz9EKFypAcyuMmvY7+Ttjth6qZKGh4G3xU5DyqIN8/QkAvZNGIRqMMJ3qVbbCdOQHY6VWpN7PEMDdnJ6CZ4LuqKlgEAHPX1MV88WG28yYQGnVHtZkSF4XTl9ziWw0Ook+ahZ2x+nbQlwx0wSMLsoSGTeF0CmrNLZ+ykXZrs6NKWVayMpE0W5FTbPjENXFYW7DU1dEMRQs6WFq9kx/KxHnRn5GEw2RgXI2n7hXRwGVORxPYamvIYiRhjsJ2cWrfybgKNWATqgJAGLnFqaihzOGA7cXKGd5C5cI2kcSWl6JT0Krcmurw5+TAWkuQ1Uk6CS5qYgDQ8jNNy2uwHE/QkZQEAnE1NMXv/SZ20SbLVCtP80vexqk9ZLzRb/L6nuvyqGWulXZrs6NKWWYwMpxVZ9vG5NzQEGDiML10DxvOwnz6tdnNiEmMMfGsr+jzWO1aM9qLdWIi2rKK4GElj4GCrXuXepnVpkYlvboY0OgoA4HJzKUFvDnhoIFYt8dpnPUDr0oJBGh8Hb1KWEJjLq1VuTfQ5KqSBy1fWSdGUx9Dh203g0tNhkgxqNyUqNOsmH9yKIpz1sVmvlzppk5zNzTjO5lc8cFV/Myb0SWjLCjyRpy6vCvmWEeRYR31e85fs6NKa5Up4jJwb8wt5yo0FRfGHhtjXB9lmQ7PHPPXy0V6YMgvRmlWCqtHI+VkIpeZ8z3Vp1EmLRJ5THceXrML9+5/Bhu7Y/OMZCn1F3tNDLQdpXVow2E6eBGQZANCcXTbL0cSf4aVrAVC9tFDiTSZIRVRkPVC1bGrE0R6j4SHUSZs00dGF82Kye/tTZ97Go1t+EtC0wtV9zajLXwTGBf7PWTeZLrXcz2iav2RHF1cnLZKmuG1LUNpko/CQkHA2TyY7ckqyY4Z9ApmOCbRnKiNpudYxpDljv37NvqQS99fOunrIPK9ia4g/nlOhWlIL8I0jL+C7e55UsUXRpTa9xGubb2mB0BM5a5Cjlc0jlfCogabgzsfJXOVhrLPhIiSzWeXWxCa+vR3jOfTzGah6OcldX9JxgTppMe3S9Wi3XTyM9zYdxZq+phnfp5UlLB9ox/k5THUElFppAPyuS/OX7OjSnZEHXqOLqE7aCTEVXH4B7LW1kCyx31kIN761BdDpcEJSpo65kh1NmUVozVJu6iJpZDVUdghGcEnKmh0mCDE7vSGaea5HaxkTAQCXddfNmGRLpuzT5Prso5THhbO6puglJGCXaFS1LdFqKwqV9GpZ9hoxJ8HDm0zoT8+b/UACQCkD5ZqGa4/RhEfqpE3qGfNekLZsqB0A8JELu2Z836LhTiSJzoBDQ1zMSWnoSs/Fin7fkbTpkh0BQNJoYcosRGWETXEbrV6tFLs8SYuKg81R3wAUl8LBlF9XV420dmMhWjMjb/prqPDQwFm9wr1N69IiC28yQRwYAABwxkw4+wYBAIJGi8+cflPNpkWN02IKuAyj1z4rTXlcEHF01B0aIi9aAhuj2575aJcMYIsmlzZQvbSQ4E0mtCVmq92MqGIpUWal8a1tkK2xN0hAn1aTejzi97NsZuRax+DU6vCBuv3Qi8K071s9GRoSaPy+p/q8qmlG0vwnO7q0ZRVH3E15TY4ykkhR/MHFGIPl0EFYPZIdK0aV6U8dxgJ0GgsgcZqIGlkNJVPx1KJ/SniMLJ5THa3VK7FkqBPj+mS8supmfKhuH9IdFN0dCEeVd7CF9ehRMFFUqTXRz3bihHvZwkDR3Ga8EG9dVUp4E4WHhAZvMuGC1ui1zyA4cUMLPfyezkXXLDZZhqOuTt3GhAB10gBIY2NocWjd20sH2wEA/9hwJzIdE7ipZfoPpFX9zbAmJM4pNMSlLq8KVSPdMAje0aHTJTu6tGYWoWK0FxpZmvM1Q+VNrTKiQ0/YgstZXw9pcAh9mVPz1MtHe9CdlgtnggG8LgGdGflx00k7nDy1Zsdy6BBkx/zKZpDg84yLv1iwGNVDJjTllOHpDXcgSXTio+d3qti66NGVX+m1LU9MwF5To05jYoBnh6LOSKEMC3EgQxm1cDY2Qhz1DT2bkSgC//ZvwP33h6Bl0U8cHYU8Po6Tonci7kfP78RTLz+IlX3NKrUssu3VF7u/jsV6adRJg5LseMQj2XHpoLIm7InLPoi+1KwZpzyu6mtBbX4VZI122mOmU5dfCS2TsXRyDRowc7KjS2tWCQySgKLxwTlfM1RqxSRwJaVwNjTAQWuFgsayfz8AoDl5aq1KxWSyo0tbVhEqR+MjXOBtORtISAAAyGYzxt96S+UWERfPdSp79UWoHupAY04Z6vKrcLJ4OT595i1wTFaxhdHhbKrvAz9alzZ/No80wn3a/BmOJLPZKuaCMxgAxmA7PofRHcaAL30JePJJsN//HjCZZn9PnHFcuAAuNw9m5n0vua5XKcJ+XfsZNZoV8XaL6eBSlVlnjvPnVW5N8FEnDcBIdz/aPepSLB1sx3BSOvpTs/HqyhtxY8tJv1H5GlnCyoEW1M4xNMSldjLh0XNR/UzJji6uUbtIGz0ZWLwKYAzd990fnrnBogjs2QPEaBFDALDsV+okndVmufeVj/Wi3bOTljk5/TVCCpyH0risg7R4qXt79LnnVWwNcRF6eiB0K59HXGoaaswMWfZxNOYqD5ue3nA7Kkd7cW0b3WjMZhfL8dm34Hpp27cDH/kIMNfRjygnDg/D2aSMQHAZGTgupKjcouhmYVo4l68GAAw88giE3t7A3vid7wBPPQXr5ZcDsgz5978PYSujk/XgQfAFxT77V02OoNFnp38SNLAvXQkgNsNDqJMGP6EhgyZczK0AOA4vr7oZOibjg3X7fN5XNdKNZMGJ83MMDXHpysjHuD7Zq6j1TMmOLm2uWmkRNnpyKlvprPLt7eh76Mehu5AoAk8/DaxYAdx0E9hDD4XuWiqSzGYlHEOrxbHJKRBpTitybGavkbTW7BKkCA7kW4bVampYdZdOddIctbWwnzunYmsI4D2KZl+6EouGugBMhR9tW3o1BlOM+MwZGvmcTatkAFdQ4LXPUV8PcXgBv9+//CWwZQvYnXcCdvvsx8cI2/GpqY6OqqUzHEkC1ViyHAAgdHbC9NnPQejrm/kNjzwCPPww7Ndfj47RMUykpgKPPhZXP4eBsBw6hNEc71H0JN6BJcOdcOj02Nhdh0SBpvf701Ko3IMLpg5I4+Mqtya4qJMG704ax2RUD5lwcfIJcHNOGWoKl/id8rh68gnHfEJDlItxqM/3Dg9ZMtQJwH+yo8tQshHjhhRUjXTN77oh8gY3GdELwPzaazC/9lpwLyCKwD/+ASxfDnz2s5AYgzMrG+wPf4jJD3zr4cOAJAFFxe5EsjJ3suPUh3lrZmSOrIbKiXTv343RZ58L7QWdTuChh4D164Ff/xqw2UJ7vSjkuR6tpXCxe8p44+SMAEGbgOfX3Iqbm0+gZGyWmzoCS4V3eAgYg/XQofmdbGgI2L8ffHEJcOgQ2Cc/qXyuxAHPNdJdBVUzHEkC9W7S1Oev0NEB072fnb6j9o9/AA88AP7KK9He2wdwHEYzM6GxWsCeC/HndhQR+vvBN7egO9V7FH35QBu0TMa/1rwXBknE5Z2xt+YqGA4kTQ1qxFq9NOqkwTvZscQ8gBTBgYsenaRXVt2MFQNtPrV+VvW3wK4zoDXbuwDpXNTlVWL5QJt7rUb1UMeMyY4AAI5Da1YRKkciayStVTQAFVN/CPsefAh8e/vsbzxwALj9duBjH1OmRfztb8COHUBLCyAISufsqaeAZcuAz30OEsdh4Oqr0ajRoi8lBRqLBeyZZ0L2fanFsk9Zj2YrnJr66orf916TFnkFzkPpTTkH0Ex9dI1v3z73ReyBOnAAWLcO+OEPIQ0OAt/+NlhVFfC738Xkg4H58uxA7E8qRfVQB0YT0zCYkune/9y690HmOHy6ZpsaTYwqbTkVPvvmvS7t9dcBWUZvVib68/LAvfoq8B//ERfToz1DQ86kzD3ci/jaKWSAy5z6vRY6OmD67Gch9Pd7H/jGG8AXvgBxwwa0jI25H+DylRVw6A2Qf/nLuPgZDIT1oPL52azP8trvqtP7900fhFObgGvbToe9bdHgHTETXGIigNgLD4n7TprQP4B6wXM9mvIE+GJuhXvfG8uvg1Or8xlNW9XXjLq8SkjzCA1xqcurQorgQPnkzfdsyY4ubZnFEXlT3lu10v21bLOh6/77wXje/8EjI8AXvwhcdx3YyZMQ9+8H+/Wvga9+FXjve4HFi4HERCAnB/j85yFpNOi/+mo0choMDw0DHAdbUhIcBgPkn/0spj7wGWOwTNZH6vdIDnXF75uMU520vrRs2BIMEVeWIVT6ZD2Yx8MA5nTCvGVLcC8yOgp85SvAdddBnphA/7XXoTE1De2lZbCLInDffWCLFgF/+lNMr4kMhO3MGQg9ys8ll5SEd8VMLJkMDXHdmAFAX3oOdiy5Ah87twMGcZrPBAIA2J/m++DPeugQ2Hw+47ZuhVxQCJuTx2hmFoayspQHYTE6TdxFGBgA3za5lIDjsMPPWj8ydwwcxpev89onmDpguvfeqY7awYPAxz4GaelStDqcgKz83CavrkbFzYMYy8mBtqkJOHw4zK2PTK6HXOe4dK/9q/ua0J+ahY7MQpwoWYFr2mtUaF3kczAN+MkaqrEWHhL3nTRncxOOSJ7Jju0ApqbpAMBYUjp2LdqMD9bthU5S6tVwTMbKgdZ5r0dzqcufDA8ZaAMYmzXZ0aU1qxhF44M+8f1qO2b0nlLirKtH/68e8T6IMeDZZ4Fly8CeegrWG27AxewcNBkz0VC1CE1Vi9BeWobe8gqMLl4Ca3Ex+q5SOmcjk50zN47DSGYWtCYTsDN2Ir4ddXWQhoYAADWpU4uJK0Z70ZeaBbs+0b2PcRq0ZxZFZKc9VAYql3ttj/7rhfndwF6KMeCFF4Dly8GeeALW629AY3oGRiaLNNuTk2HKyYWptAwOpxP4+tfBFi8G/vxnZVpZHBp/6233187qFXDIHJZOxu9f6ukNtyPLPo476hcYhBHjtjszoVvkHcUvjYzAMdenxBMTwI4dsFdWuj83B3NyMZaeAfzoR8Bf/xqkFkcez1E0tmgJOiS9iq2JLWfzlvjsc3fU9uwB7rgDcmEh2nQJkCan1upyslG8uh4Jcg9w2+WQNBpIv/xluJsecRhjsB45AiQk4KzoHWyzuq8F5ybvMQ9UrseyIRNyLSNqNDPiuWqoxlp4SNx30gbaezAk69zbywbb0ZGRD6sh2eu4V1bfjBybGTe0ngKgTC1L5e24sMBOWlN2GQSNFisGWlE8PjhrsqNLW1YxNGCoGAswXSlMtrJ8cJMR6S6jzzyDid17lI2WFuDWW4FPfxpSTg46N25CR28fmDwZzc1xEBMSYE9OxlhiIvo4Dh2SjNHhSzpnHsbT0iBqtZB+8pNQfmthZZ2M3odOh1ekqdjo8rEemDJ9p+20ZhajcjR+OmlnMiq8toXOzoUn4A0PA3fcAdxzDySjEZ2bLkNHn8fPpgdbcjLac3JhKimF02oFvvY1sLw84KqrgJ/9DDh7NqZGdqfDZBnj72x3b5uKqpFvGUa60+pe1+vpSNkaNGWX4jNn3gxnM6OOIHOYWLvSZ7/10BynPG7bBjidGPGcmstx6C0owERKKth//AewdesCWxuZPKP3TYvXqtiS2PO6zne2DyfLMJ46Be0tt0DW69GemQXBNctAp0Pxe3XQycpIW2Z5G8YyjNC89RbQE1nLNsLNUVsHaXQUKC2HwKbucZJ5OxYPd+LCZObBwYr1AIBrKYrfr8Mpys+k2NO7sJClCBP3nbTB5nav7aWDJr83F/sqN2Iw2eie8riyvwUAcGGe8fsuvC4BzdmlWNHfGlCyo4s74THCRk8G5ARoPnKDz/6+73wH0ve+B6xaBXbkCMZuvBGNkgyr2bzgazKNBqPGTGj37wcaGhZ8vkjgit4Xlq/GMJt6iFAx2ot2j6mOLq1ZxSgd60eCJIStjWp6S1Pgs2/Bcfw/+hHYu+/CfNNNaGSAdWxs5uM5DraUFLTl5qGtvALDxcXK9Kr/+R9lHVtZmTJ1N4ZGeC9lO34c0uDUCOLB1DJUD3UAgP+HTRyHZ9a/H+t6m7C252K4mhmVLhYW+DyYmvO6tK1bwTKzYLk07Ibj0F1UBIfBAHbPPYDroVAMsXqMpO1IXdjfaeLtvJgErnTy95sxZJjHsLi1BTnDw5hISUVLWrry8GpS/h3LkCxPdS4Mcguc118GyDLYn/4U7uZHFNdUx65Fq732rxhohQYM5wqVUcu6vEoMJWfQlMdpvCVnAzrlXimWwkPiupMmDg2hwyq6t/WigKqRLq/1aO5jtTq8tuJ63Nx8HEb7OFb3NcOh0wc06jWbusmEx0CSHV3aIjjRr6s0DRnXr1E2GEPqxATKa85A+/Ofg1+zBq2Ll6C3p3fakbH5GDUaIXMc5F/9KmjnVItkNrtj5ZvKp56mJ/N25FlHvUJDXNqyiqFjMsriJDmvWTSAK/F+mGHZvx981zx/H4aGgCeegPOyzejp7pnbzybHwZGYiMGUVLRkGNG4aDF6ioph5TRgTz0FvOc9MXkTDMCrmDin1+NtMQvV7mRH/59jW1bdDIs+CfdSHP+MXrcVInmV97Qy+9mzkCYmAjuB0wm89RYc1Uv8/jwzjQadxSXgOQ3YbbcBP/yhMj0yBgg9PRA6lIcFXHo63pCyVW5R7OnddAWS7XZUmtpR1NcHPkGPtrJy9BQVQfSYTZN+1WpkJb7r837jOgcsKSlg//d/wHTr1uOAq5O20+j9u76mV0kPd42kMU6DQ+XrlE5aHMzSmKtxWQdpyTIAgJ06abHBsm8fXjNUuLerRrqgY7JXsqOnl1ffAr0s4gN1+7C6rxn1uQsLDXGpy6tCgWUEV3Senz3ZcZJNn4Te1OyI7KQ9PbwcBUV7kZ6fjbKuTpT2dINxHDpKStBiHgcfglQ8SafDeFo6uH/+UwkkiWKWgwfdEdnbkyrc+8snp7a2+5vu6B5ZjZ+pI8NVK7x3yDLGXvjX/E725z8Ddjv6HAuvQyPpdDCnpaEjORmNZWWQOQ7S448v+LyRhgkCJt7d4d4WliyDhWlRPdSBoeQMjCRn+H2fxZCMLStvwh31B5BpW/hIeqw6MpqBhBXeYRcGqwXOn/88sBPs2gVMTGBMnD5uX9Jq0VFcDEtSEvDQQ0oYzh//GPU3zZ6jaBMrN3hNIyMLVzrWh+K3X0V5hwk6rQZdhUUwlZXBkZTkdZy+ohSFZf5Hf5PZGVjXroTGbAZeeikczY44ss0G+5kz4FLTsFXw/l1f3deE3tRsDKZOJWkerFiHPOsolk7OuiLeusqUWoiO89RJiwmDFxpwUJhK03GFhjT4GUkDgIa8StTmVeGj53diRf/CQ0Nc6vKUsI3r2k4HlOzo0pZVHHHTHQHgfCcHbBdRdOAQEnkefXn5aK2ohDUlNaTXHcnMBMfzYFG+GN46OdWRy8rGTmHqRrfcT/y+S6ROfw2lC9mVPvvGXtkCea43mDYb8Mc/gt+4EfYg10CTNVpYUlLBvfZazNWmshw6BMljunJnqfIUs3qoY9bZAM+sfz8MkoC7z/vWnyRTRouSp9b4Moai3l4k/fznyprH2WzdCpaaCvMsxV3FhAR05eahraxcSS79xjfAli8H/vUvwM96zGhg86iPdrpgmYotiUGM4e8vP4jihkaw96ZD900d0r+4FgnF3n+XNCkpKLlqCBpYpzkRkHxzNpwJeki/+EWoWx2RrMePKw+7Vm8Ef8nt+Oq+Zpwv9B5dO+Bal0ZR/H6dSFP+7jhqYyeGP247aTLPo33ce/3OskETeI3OfcPrzyurbsbq/hak87YFr0dzqctTbjYTZCmgqY4ubVlFqByNnJETjsn40rEt2Pvol8CdGAO3WQ/7t67GaHZ2UKc2TseZmAhrcjLYb36j1FeLQp7R+6Mr1oNh6t/N9d/a35q08cRUDCVnRFyB81B6VlPmro3iIo2MYGL79mneMY0nnwSGhzGo1c1+7DyMp6VBMz4OzLcYcYTyTHUEgKOpZUpC7XCHVzquP0255ThbsAS3NVIE90wOsSqkrFdSy9IsFiROBjHI//mfM79RkoDXXgO/bBmYJrA/846kJJhy89BRXAJhaBj4xCeAyy4D9u5dyLegCqsrNITj8JI28AefZHbVQyYsGe7Ez274N3R/9P1AAod0zSFUXVeLvA+uhiZFCV0rvKMABrllxnOlaY5gorIC2gsXgJMn/R9kswF/+QvwwANKvdSTJ5V9McB6SPn8O1nonVac6rShaqQb5y+5x+xLz0FTdimupXVpfr0h5wIaDcTBQd+6fWqb5xTVuO2k2Y4dx75k7w/vpYPtaMkugTjDzdprK66HMDnFcaHJji7mpDR0pecCmGax/TRas0qQZR+H0T7zk9Jw+di5HfifvX/HiZKV+Mt3vg/clojUxDPIvX3VrO/lEhKgSU2Z9bjZjGRmQjM8DAS7blaYOGrrIE0mE53Kq/Z6rXy0F4MpRp/kUZfWrGJURVCnPdQ6JD0GrrzZZ/+cAkREEXjkEYgrVmA8CCE2/lhTU5Qpj//4R0jOrwbZ4YBl9+6pHTod3pJyUDw+iFTeHtDn2M7Fm7G+5yKyrWOha2iUe7qvHOmVAsAYcoaG4NTrMZCbC82+fcC7vut83A4fBgYHYfb4W3Zp6q5fHAdraipaCgrQXVAI8eJFsJtvBqLoyTTf2QmxR5l1wBYtQbNomOUdZC5ubTwCGRzeXXIFdogb3fs1cCI76R0s+uA4ij5WjXRu9rRdDjK0dy6FpNFAfvhh7xeHhoAHH1QCmP7938F+9zvg859XHhykpgJLlgB33QX84AfAiRNB/i7Dw3roEKDR4AXOuy7iyv4WaMBwvsC31MHBinXY3FlLtSb9GJATwKqU+/KIqZe2bx9QXQ3M9mBtGnHbSRs7egwvi3le+6ZLdvQ0nGLE3qpNcOj0sz4tnov6ySmPgSQ7urjWIUXCurQk3oH7Dz6LU0XL8G93/xC/lzeCGZSpetnJ7yB1s2+cNAAkFOQj987VWHy3FUvu7EXBXStgqJz/k09LSir4hARIP/3pvM+hJsv+fcoXHIeXOe8R3YrRHrQbfdejuSgFzuNnJA0A/pSzGbhkpMBeUwNHfX1gJ3j5ZaC9HcPGzNmPnSdZo4U1JUWJOo/S6WOXsuzdB9kjvU1etATDTOdOqJ3tcxQAdi2+HBow3NQSnTdY4dDlMIDLtSFdEJDIOzGUnY1RYyb4hATI3/jG9FNot2wB0+sx6rE+N/vWFUhetzSwC3McxjMy0FpYBBmA/N/fWfg3EyaeUx0pej/4bms8gtPFyzCYmoW/9S4C03rXn9PJA8jQ7A34fBlpxzCRmwtuyxZgcBBobwe+/nWlc/ajH4Evr0DXZZehoWoRWiqr0FVcgpGqKtgYg3joENhPfwp23XVAlIVFCL294FtbIS9djnbJ+0HCqj4lNMTfkpoDFeuRJDqxsasuLO2MNn3lERIeYrcD990H3HADWGsr2KOPziuYKW47aZ2DE3CwqW8/3WFB8cSg32THS/3gPV/F5+/+0YwjbnN1vmAxJE4zt+mOkwESkRAW8cUTW5FvGcFPb/wCwHFwyhp0514NAOA4hqJFx6Avnex0aDRI2bgcJR8vx6IbziIn5R3o2BA0zIJM/U5UXX4MZZ8oQtoVqwCtn2AWjQaGyjIYb1iDwo8sQ9JKj6dNHIeRzExoz58Hjh4Nw3ceXK71aGxxtc8Hd/lor9/1aC5tWcXItY4hzTn9GoBYc1xIgW3TVT77AxpNYwx4+GHI5eUYCaAQNZeQ4I74navxtDRoR0cBjxvIaOaZ6ggAPeXKdB3XgvZAPsfq8irRnZaLm1uOz3psPLtoWIm8MWUUbTwtHUyjwWBOLjQXLwLPPuv7BsaArVshLF8B2eMBRkZ6A4pW1EObaQz42pJWq8xOeOtN4HR0rIPxDA3ZmUbR+8FUMtaHlQOt2F59JQCgz6nHaO7mBZ1Twxxg718PTpLAbrwRWLwY7G9/g2PderSv34AWqxUT4xNIXrcMhus3gN24GZZNqzGwdjk6L9+IjuuvgSTLkD9yt3JjHCVcqY5Nlb4PEtb0NaM7LRfDKUaf146WrQav0dGUx2mcNlYAUDk85NgxYP164He/g/2669BZWgrO6QR75ZU5nyouO2mOxkbU6LK89i2ZrO0zXWiIp970XBwpXxPUNv190wfxsU/+IqBkR5dOYwEEjVb10ZMc6yi+cnwLtlVfhdMlU3Ord0sb3F9r2ThKrjUj+7a1WPQJLcqW7EIadwQc/I8spLCTKKl4F4s/LiP7fWuRetlK5N65BmWfKEL1x82ouvwoCgu2w5iwG1krvZ8mj2UYIWk0kH72s9B8wyEijY25o/dNVd4/X4mCA4WWYbTP0ElzjaxWRECnPZz+WX6Nz76xrVthmS32ftcu4MwZjJaXz7pmUl9ajIqPJqP6YxMo+mg10q5YBe6SJLOZWFJSJ6c8Ph3weyKVZLH6/NseT1c6ZdVDHehPzcJ4YgAhQRyHXYs347q20zR1Zwbth6xIGB3HYHaO++d0PC0N9sREyA884HtjWlMDmEyYSJ6aFm1YUgG93IYEuQ9Ft2bMaY3wSGYWJK0W8re/HYxvJ+RcI2lcWhpeFyl6P5hubTwCAHineurB2CHd5Qs+b3pFPSzp6WAtLbBedTVaq5eibWQEdpsNCUUFKLmnHOXL96Ck/F2ULtqJsmW7UbF6Pyo3HEL5dTXgPpYGTeNFsG9+c8FtCRfLZCftzRTfBwmr+ptxocD/AwabPglnipfhGipq7debyAegUngIzyt1Uq+6Cmx8HL3XXov2/gFY9QZl9sM8agLGZSdtYt9+PM95T6lbNpnsGMg0nVCwGJJxqmTF7Ad6kDRadBgLVU/0+8ahfyFRcOLh6z/rtf/R3kVgmqmRB4PciDzjNuilwONjE+Ru5GVsQ+miHchJ2Y4UdhJa5j1knKY5Cl3u1B9jptFgLMMIzVtvAZ2d8/yuws9y8JB7Otzu9Cqv11z1z0x+QkNcpqa/xteUx61CDqTll6x7FEV0f/M+OOpmmBLy8MNgubkY7Jt5gXH6tWtQeU09EuV6aOVRZGj3oqTiXVR/qBsl95TDeMMaaLOzZjyHrNXCmpwMvPxS1Ne4sezaCTYZYAEAXGoanpeU4uJLhjqmLWHiz67Fm5EsOHGl6VzQ2xkLNLKEDW9uB8vTwVbh8e/KccratIEBsN//3vtNW7aAaTQYnlzbCgDpy6ce/qXiCDJvCfwho6zVYjgzC5o9eyI+/MbZ1gZxYAAARe+Hwq1NR1CXV4lOY4F732MDS70CruZDK4/C8qlb0Vhaho6BAfCiCC4hAdnvX4uq6+qRhiMzv3+RAPHqfHCPPhoV69GZLMN25Ci43DyvBGcASHNasWikG+f8rEdzOVCxDqv7W5BFJUx8tEsGoKwC0tgY+K4w3QuZzcCePcp6yZ/9DI4rr0JTVjbGBgaV1zkO5vQMaE6dAibrNwYqLjtpPaZedEje86iXDpowrk9GT1quSq2an1aVEx6rhrvwyZpteG7d+3xSMbscBkzkbpzmncHDQYRxs/e1RzONgCxDDrSmUASwHlBGJ7iUFLxxyRPgisn4/ZmSRzuMhZA4DaribCQNALavuMlnn2yzofMrX4XQ4+ff48wZYMcOTKxYCTbNqAKXmIjCu5ehuHg7NMzi87qGOZCGIygs2I4l76nD4k9qUP6JfBR9tBq5d66B8ca1SNmwHPoy5b/ZRFo6tMPD06eYRQnzJVMdhzdeDQvTgmMylgx1zin86GjZalgTEnFLc2xMAw22OxoOYNFwFyY+uBbpG707v7bkFEykpAA//rESsuCydSukZcshefxcp6d6r9HMz94Fw5KKgNsxkpkJUauD/K1vRfRDBpvHVMczlyTmkYXJsY5iU1c93llypdf+c+OpsOesXvD5swrqwCbDbVLWLUPlx7TIS98GDQKbwqi70QapKAPsc5+b841wuDlqayGNjWFwhe/90ao+JRFzphJPrij+q2nKo19DkzVUTZ/4JDq++CX0//JhjG3ZCvv5C5AnJoBNm4BHHpnHiYeAt94CfvMb4CtfAW64ASgoAIxG4KabwHp70X/99WgbGoIkil5vNaengwMgP/XUnC4Zd500cXQUTbzvupKlg+1ozJ192lOkac0qQeVoDzgWvECCstFe3NByAlp59rpOD+x/Go4EA/5w9T1+Xz+uX9h89UAZM856rRcSEvQwZ2SAe+yxiP/ABlzR+8pTauuKdV7rJQElNAQAOjyeYF6K1yWgKyMPlaPqB8mE21+kEnAlvoEz4uAgOr/yFUiXLth9+GGw1FT0Tj51v5ShqgyVd2lg1O32+/qlOMhIkLuQzM4gQ7sXOSnbUZi/DWXVu7DoqhPQlxZjIjUVDID8zDNz/O4ihzg6CusR77Wer+UpaypKx/qRJDrnFKjk1Omxv3KDEh4SwTf/atDKEv7z0POoz63A4U3vQ0au76yAgdw8wGYDe/BBZUdjI1Bbiwmj0X1M4rIq6GXvz0AOPIov6w94yi7TaDCUnQXNsWPKNOEIZfOM3teUzHwwmZP3NB2DBgzbl/quAT6ddKWfd8yNXu5E1s2rUPTRxShbthsGqXVuJ9By0H5EApwOsI9/XEnujVCu9WgHc31r+M0UGuJyvmAxxhJTcQ110vw6l1kBQPn7bz14ECNPPone730P7R/9KHqWLwdOnQL77neBmWbaXKq3F1ixArjjDuBb3wJ74QUIPT2wFRdj9LLL0LtqNRqNmRiZZmaOoNfDlpQE9thjc/pbF3edNMu+fXjDcMl0HMawbLBdtamOC9GYU45EkcflnfNfJKmVJWzuvIDv7Pk7dj72Vex/9Et46uUH8eRLP0K6w3cEwWVDVz3e13gYf9t8F4ZS/KfjPT0cnqeZCXIv0jZ5f+ANZueASRLk//3fsLRhIRwXat3R+xeKff/NKkZ7MZyUPutaHyXhMf46aRI0OLbxvX5fczY1o+vr3wBz1c5rawNefBG29Rsg+0lbNN64FhWbz8IgNwetfWkrcyanPKaAvfBC1HZIJt7d4VWDkCsoxEtCDgBlPRoQWGiIp12LN6NoYggrB+Z4UxbjPlC3D4tGuvG7qz+Jl8zVSJLPQ1/qne7KGwwYy8hQ6ki1tCgJogCGPVId05f5L21ikFtQcHvg/63GMowQdDrI998fkT+/jDFYjytJoWzREjRJibO8g8zFrY1H0G4s9Dud+Z9js5fZCUR+1jZkaGdZSzyTLA1wewK4o0fBHnooKG0KBevBQ+D0erwo5/u8tqavCV3peRhNzvDzToWs0eJw2Rpc235m2t/FkrE+fPH4lhnv4WLV29rpl4VkjYwon2OMQf7sZwNLXGYM+OIXwSYm0LN2HRoXL0FDQSGaNVqYrDb0jU9gTBC8gpr8MadnQNvVNafZNHHXSRs634B9l8wBzrcMI8NpDSg0JNK8uewa9KVm4dv7n5nTH06Oybi9/gB+98avcOqPn8KLz30H/3bydfSk5+JHN38ZP7zlK7ii4zy2PvNtlPubTskY/mfPE+hPzcLjl3142uvsHzGCN1ZN+3owZVYMe22LCQkYMxrBPfsscPFiWNowX5YDU3+YXtP5jkSUj/XMmOzo0pZVpKxRjMCbqFD7tXYJuGmi9G1Hj6LX1Vn/zW/AtFr0edzIuqRduQqF+YFPsQlUWpYyN34iLQ3agQHg7Nmgnj9cxt/2LmDdtvYa93qU6slkx7lMdwSAPVWbIIPDLU005dFFK0v4xuHnUZdXiXerr8Cu4SxIqYVIX+M7HX8oJweMMSVEZOtWSIsXQ3D9/nMc0pOnrxdk1O1G+tWBTVVTRtNyoDl/HnjjjXl9X6E0sW0bpMlpn6ZFFL0fTGlOK64ynVVSHf3MNto+mA0hPTIecnNrdJDXpgI//YlSoyrCyFYrbGfPwrFyHUZl31ldq/qbZxxFczlQuQFFE0NYdMka9GTejm/vfxq7Hv9/+N89f8cb//gmVvYF74FjNKgVk8AV+N4vGZwOJNvtGMnMRH9uHjQnTwJ//evsJ3z8ceDtt2G+6mqYHQ5I/lLHZ8EZDBhPS1MCxAK55qS46qQxQUC72emzf9mgq7ZPRZhbtHDOBAN+f/Unsam7fk5R1l87/AL+/PovcW3bGexcfDm++qHvYsM3nsO9H/8xntr0Afxj45349D0/QaZ9HK89fb/Pwv5bG49gY08DfnPNp2DXz/zEsiHt6nl9b3OVglPQl3tPcRnKylammH0ncuv8yDyPsRdfAgBwJaU4LfoWqy4f7UV75vQ10lxaskqQIjiQZ/HtgMS6cVmH5iv8j6YBgPm11zH0s58BTzwB56bLwPuZDpNdGZqFxonSBejycqemPP7znyG5TigJAwOwXVI09p/pU2FH1UMmdKflwjJNsfXpDKcYcbp4GUXxe/hQ7V5Ujvbit9d8CoxT/kx3GjcjI6PB51hRl4DhzExotm4Fjh2DJX/q6XzSisVIkGdeo1pQdgQJRdNPo/Y0lpGhpJQ98EBE1fxjkoTBP04lp+1Kp+j9YLqx5QT0soh3q6ef1tiQ4ZuyqxbN+ziwTAPYPfcAw8OzvyGMrMeOA4KAC2W+o4/pDgsqR3sD66RVrAOAqSmPjOGDtXuw+7Gv4GtHXsTbS6/Glz/8P9CLArb889v49Jm34+rh7ehi39q8maNjkDkO5gwjzOnpsCQng3372zMHzLW0APfdB3HdOvTOI4hEm5GOwruXoehDJZC1WlhSU8G9+KKSBBmAuOqk2U6exP5E33nqS13JjnOcphMpXlp9C1ozi/DAvqehCWAdWeVIN7525EW8ufQaXPa1Z/Dt2+/D9qVX+9xcHS9dhQ/e+xsMpGTh6Re/j0/UbAcA6CQR/73vKTRml+Hl1bfMer0t1oUvKg5U5nrvUVJJp8OIMROaV19Voqkj0Ohzz0HsU9Ib+6rX+bxuEHkUjQ/NmOzo4goWWRSHUx4B4Depa8AZDNO+zj3yazCHA30Oh89rKeuXIUkOTYFQjmNIW1MESaeDLTkZ7Lnnou4P5sT27V435qx6GQ4JU6mB1UMdaMyd2yiay67Fm7Gmrxn5E7PXq4t1OknENw4/j/P5i7Bj8VS8+QFpFfRyGxKX+s5MGMnKctftHBkdc+9Pr9b7HHspLRtH8Q1OaLMCKOjOcRjMyYGmsRF46aXZjw8T86uvgW9rAzAZvS/MnLZK5ua2i4fRn5qFM0XTF0N/xRpBo5cGDpq7tMDgANhHPqIUyI4Q1sOHAQAv633vN13r0WZKdnTpMhag3ViIa9tOY3VvE1755wP4/Zu/Rn9qNu761K9w353fxrvVV+L9n/8DjpStxU/e/T/88fWHkeK0BfcbilC1Od6fkxpJQsa4GZaCAuTcvQa5H1iLvvwCMKcT7Mtf9v/3WJKAz34WTKtFB7g5Z1ZkXLcGVbcPwqjbjTTuGLTGDCXl0WIBtm0L6Bxx1UkbO3IML0t5PvuXDrajLzVrTjXKIomo1eE3134ay4ZM+ED9LPO5GcNP3v0znDo9Hrzly5A1Mw/bdhoL8JHP/AqHytfh5+/8CT/Y+Sg+feZtVI324Bc3fA7SLO8HgOf7iiAnGufwHc1fRtJxn8Xww1lZkDSaiKzzI1utGH70Mff2oSzfJ2glY/3QgM1YI83FFcMfj+EhANAqGjB4hW/SIwDonU5kjY7AnJ4Ou833D1X20tDGGaflKnG842lp0Pb2AmrUcZknJssYe/VVr301y6aeqmtlCYuGO+e8Hs1l5yIlYOjmlhOzHBnbOCbjy8e3oHysD7+75pNeNwXPDFSBgUPGCt+RSlmjRV9+PsxFxXC4Rog1GqQnBVbaIEmuRdVtg0heN/1NuMt4WjocegPk//qviAhnYDyPoT//2b09sXID+Pi6tQkpg+DEDW2n8O6SK9yjuv4821cMOSmCOsdFWnDv1wOHD4EtXQrcd593CqpKrIcOARWVqBF814qu7lc6adPVSLvUgcr1uL7tNF57+n6UmfvwwPv+Ex+699de9WpHkzPw+Y/+EA9fdy/ef/EQXn/6PiwbaAvONxPBdiR4zzzKTU+EhjGk3T6BLMMOZKe8C926FRjMzga3fTvw8su+J3nkEeDQIQxv3AjnHAql68tLUPaJIhQVbYdOVkZyOfBIv6wSlpQUiFotJI/PrJnE1SdZZ78ZNub7LS8bNEXlVEdPby27BhfyF+H+A/9EgiRMe9yHa/fgatM5/PL6z2IwNbAP1AlDCr5w9w/wxKYP4t9OvY4f7XoUR0tXYfeiywJ6v1PWoDsnPFMetcyMjCu8n0LJWi2Gs7Kh2bULmHyKFSlGnn4akmttVEICXvazkLhiTJmuFMh0x760bNh1BlQNx1etNE9/ztvs+8SLMeQPDEDWaDCQ47uuJ3FpFVJwKqTtSpbPQGvMwERqWtRNeRz84x/hrPOIcdfp8Lh+6oFC+WgvDJI45/VoLk05ZTAZC3Bzc/xOedzQVY+tz3wL/7X/aeyr3IBdi7yTcRutSXBmLUOmYY/f0bSJtDT0pKW5f/aTVy2BTp65BqAnnTyAsmX7kHPHWmCmBfCu0bSODiACkkpHX3rJq8wGRe8H13XtZ5AsOLG92jfV0ZMgc+jMjpwpjwCADXpwX0uEtCYP7A+/B1u0CPjZzwCrVZXm8F3d4Nva0Fm93u/rq3ub0ZGRj7Gk9IDO9+aya8FrE/Do5g/jxi89ipfWvMdvR5pxGvzflR/DJ+/5KdKcNrz6zLfwsbPvLuh7iXTHhFRoiopgvGktqj6RjCxTLVCsBVes/PtwkFG4vgujBYWwGxLBvvIVwHOd+rlzwPe/D/7yyzHYPfn5otUi5/a1yLp1LdKvXo2kVUuQUFQATq/MWOAMBuTeuQZVV9YghfmGgxhz2yZrpqVDs3u39/WmETedNGdrK85qjD77tbKExcOdURka4olxGvzquntRZu7HPWff8XtMps2M/939OE4VLcNz626b0/kljRY/vvlL+O6tX0NXei5+fNMX5zT0u1PaMKfrLURmoW+xbHednwhKJpPMZgz//Un3trB8td+FxBUjgXfSGKdBe2ahqrXz1HZUSIN9k/faiVSLBak2KwZzciDpfP+Ns9eFvl0cJyF1bbky5TEpSZnyGAUsBw5g+K9/89rnWLsJreLUtNIlk8mO854yznHYtWgzrmmvQRLvOxU1lhWbB/CH1x/GlmcfQMHEMO6//T587qM/8vv5ejF1EzgIKN7YBU2K/9RGl/Ql81jcDhm5qdtQ9vEC6HKypz3OkpoKe2KiMpr21FOqjVDIDof3zyZF7wfdrY1HMJaYimOlsyc4bhPC93c+YOka6G4fB76aCqk0Ffif/wFbsgR49NGwjwQP/FqpzbUjw/90xtUBhoa4HCtbjZX3v4xf3PhvAa0FPla2Gu///B9wsng5Ht7+B/z7kRcDvlY0cnxyJQrztsHQ3AAMy8BlCV6vG6RW5L6vGr0FBcDYGNj99ysvOJ3Apz8NZjSiw2Z3fxbnf2AZctO2IT9zG4pL30HFqn1YfN1pLP2wCUs+wWPxRyzISdkODv7XmyXK9TAsroA5PQOcJIE9//ys30PcdNIm9u7D8xrfOkoVoz0wSEJUxu9fal/lBhwtXYVvHP6X3xud7+59EulOK75329dmnLYwk+fX3YZr/t+TqJ3DBwkAPN5bBabxvTkOhUS5HknLvacLKMlk2Uqdn507w9KO2Qw//rhSWHFSY5nvQlcAqBjrxVhiasDTcVuySpSExzj2ZOUNwGQCEyfLyB8cgENvwKif9Ed9WTHSuPCMsKYVjAOYLGzd2Qk0+AZBRBKhtxc9D/yXz4ON/RWbvLaXTiY7Nmf7fsYGaufizTBIAq4x1cz7HNEkmbfjW/ufwa7Hv4r3Nh3F76/6BG780qPYsurmaT+ft9uVUSK93I6C909f2B46HdL0p+fdthR2EpXv7UPKet86TgAAjkNfXj4kqxX4/OfB8vOVwq6/+11Y1/+MPvssxMFB9zZF7weXThJxS/Mx7Fq82b3mcSaP9VaC6SLz35/L5aC72wL534yQDZJSjPjyy4Hx8bBcf2LPHkxs2w4uLQ2vCb4PQDLsEygf68P5ANajLcRQSibu/dhD2LriBvzX/qfx2VORl9QaLPf3XAemTwVO8EAyB6xM8DkmK2knNOtXYjgzE9w//qHUgfzhD4Hz5zGwYiWEyYCPzFvWIsuww+91OI5Bx4agkwf9vu7JuDoVToNBmTL+l7/MenzcdNJ62nvQLvkGCiyN4mRHHxyHh6//LHKtY/j8qde9Xrqi4xw+dn4nHtv8YVW+126HAeO5m2Y/MEgyV/k+RR7LyACvS4B8332qj6aJg4MY+eezXvu2J1X4PVZJdpx9PZpLW1Yxysb6Zpz2Guve4LPQeufHAQDZIyPQCwL68/P8jk5kX5YODuFJqkvhTkGTnIyJNKXenRzAkzS1MEFA9zfvgzQ25rWfS03FE8x7tKJ6qAMdGfmzJr3O5HjpKowbUmI/in8yhW3PY1/B14+8gO3VV+KmL/0Vv7129qTc5/pKwLTK37EM7V5kXLfG73Epa5ZAxxaW8KqTB1G6dC9ybvcfCOFISkJzaRnayiswnJ8P/sIFZd1PZSWwfj3wi1+EdKRCslgw/NjjXvsoej+4NndegNFhwTtLAitWPcwnYChv4YWtQ0lTKkN7rx3y3dlgNWfAPvWpkCeVShYr+h76MQBgfNVGv2smVwdQxDpYZI0W3779Pryz5Ao8uPNv+Og5/52PaNdiS8Jp3e1AowisTwB0vn//Ocgo3NCL4aJi8Al6sE98Anj4YTiuvRYjk4FuKZtWID87ONND0xNPgtPrYc5Ih7a2FmhqmvH4uOikSWYzmh3+v9Wlg+2QOA2as2JjisTp4uXYsfhyfPXYK8iwK6M0elHAT9/5P3Rk5OMPV92jWtuOJWye/aAgSdMegdZo9NrHNBoM5WRDU1sLXBKCEG5Df/0bmMdCVC47B7sE//PQK0Z7YDLOPtXRpS2rCDomo3Qs8PUoseibmvXQbNyA7JFhjKelwZbsOz1Ml5uNjIQDYWuTBk6krK2CqEtQpjxGwJqe6fT/6lew+6nnNrzhaoxfMi13yZAJjfNcj+YianXYV7kBN7WeAMciJ949mArGh/DEKw/h92/+Gr1pOfjwpx/BN+98AD3pvoFW/pgFHcy5G6fOV3QA+lLfEbX0quA8hOIgIzdtGxKXTRNkwHFwJCZiMD0DLTm5aK6sQn9uHhydncB3vwvhw3dBDtH6n5Gn/uHzACFs0fuMYXVvE7KtY7MeGs1uazwCW4IB+yv9r6HyZz8X2Fp1VXEcNCsFcO81gHvzTeBHPwrp5QZ/9zuIvb0AgJOFK/we4woNCUcnDVCWsHz9A/+N/RXr8Yvtf8T7Gw6G5brhdu71ETAA2DR90q1Bakb2+5ahtyAf3OAg5OJimIaUwA9DVRmKlxwDx82enB4IHRtB6salGE9PV9amP/74jMfHRSdt/N138YbB/3TGZYPtaM8sgjNh+tjuaPOr6z6DVKcN/++Yklbz1WMvY9FIF77/3n+HI0G9qQj/GA7fgm4NnDBe4fvf3JyeAaderyQ9SsH5pZsrobsbYy96zwUfXbHeXRTYU4IkoHh8cE4jaa2TDxziNeHRRZA5DNa0ABoN+nP93wRnXVU47fzxUEkrVWo1TqSmQdvWpkwRW+CNLJMkiKOj4Ds6YD9/AUL3wv7bj29/B6NP++9AvpnnPXqTIAmoGulGYxCmjO9cvBm51jGs7Z356WLUYQz31GzHu0/8O64yncNDN30Jd336VzhTPM10whmcSZi6YdbAiuJrreASpqbxcAkJSEsIbghO7vrA1gkKej1GsrLQlpOLwexsJLz5BkbKK9B6113oe+ghmF9/HfxMNYkCJI2NYeSpp7z2cfkFYYneX9dzES89+9944+n7cOJPn8GrT9+H+w48i/XdDQGVwIkWHJPx3qYj2Fe5cU73DX/rWzrv5RRhtzkB8vpk4Mc/DllJCXtNDUZd6481GvyL8z8gsLq3Ce3GQownpoakHf7wugR85cP/g1PFy/D7N36FG2MsXdcg8vjA6R0YWFsNGGf+mcxO2gl5wxp0FRWjPS0dsixDm52F0iu6oGUTM753rjIqJiDqEmBNTgF78skZjw3PIiGVMMYw/PjjGHrhRezZ9E2/x1QPmVCX55uUFc0acyuwdeUN+NypN7CvciP+48gLeH35ddhXtXH2N4fQodEMmMuvQEb/0bBcz5hVi2GNxnsqw2QyWUlrK/Df/60kPelnryUUTIN/+jOY4D0VcU/+KsDPzKAS8wC0TIZpLtMdJwNGqoa7sWsOD+UMIo/3NB1FgiRi29KrVO3QB8NV7TW4pu4Y9t32ARTZRoF+7/nimvQ0GJOPAGGe+ZqqPQ1On42xjAykWa1Ivu8+sB/8AOzLX4bmgQeAfN+ET0CZfuhoaID9zBnYa2rgbGuHbDZDGh9XRisumcJrWLIYqTfcgNTrr0fS+vXgtIEFSfDt7ej93//1+xqXl48XRe90zIqRHiTI0rzj9z3trdoEkdPgluZjqPFTkynFacOtTUdgTkzF3qpNAZUAUVvpWB9+sf0PuNp0DofL1uA7t30dHXP4fb7Uw73rcUNCMjhBKSORKNch7/b3ov/VCwCAlHXV0LLgTl9KZSeQvPoG2M43Bvyeoewc6EQJOcNDkA4ewkhdPUafU6b3anNykHLllUi78QakXHsttGlzK38z/PjjkC0Wr32Hr/oAeD/pzcFSMtaH/973D9zZcACDKUb88JavIM1pxY0tJ/G1Iy/gPw8/j5GkdOyvXI+9VZvQklWC/tQsDKcYF/xzyjEZOVYztLIEQasDr0sAr1H+P1QdonU9jSiwjGD7DAWs/Wm0JsFath6pA6FNyw0KjoPm/VrIw2ng7r0XXHU1sDZ4U2aZIKD3+z9w34M4N12BDsn//cbq/hacLawO2rUDZdcn4gt3/xDPPf89/HXrz/C5jz6II+X+p1GHW4IkYFNXHdoyi9GXnjPn97+/4SCy7eP44vJv4a9pL0A3MX3qNcdJKNrYh7bWbDCeB5eYiNJbOSTIwU/KTmXHoctZAfO4GamTI6zTidlOmjQ2hp7vfBeWvXvR8SH/U/ySeAfKR/uwdaX/ukrR7LfXfAp31h/AP178ARwJBvz4pi+p3SQAwIOOe/BrHAMXhjtjvdyB9Ctvxfih8177J1LTMJaeAeOvfw325pvKYtHLL5/mLMHlbG2F+fXJ9YKMIWN8HLnmMdz915+i85pPYvvSq7z+6JaPBp7s6GJOSsNwUjpWDLRCK0uz3iAsG2jDx8+9iw/X7oHRodz4/HDXo3hx9Xvwz/XvX9AN5VzoJBHlo71YMtyBJUMdWDLcCb0k4M1l12LHkivg1AXemdZJIh7c+TeYjAX48srP4dHSs8h/8jUwjyLWmddUQcsuhuJbmZGWTSB5zeWwnqyDqbQUSXYbskZGkPbrX0P+zW9hW7YU/F0fQcJNNwKMwX7mDGw1NXBcqPVq/2ycTc1wNjVj+LHHoc3IQMq11yL1+uuRvGkjdAUF4Pysz5OdTnR9876pG2DGkGKzIc0yAXtiEi685y5Il0zAqJ5Mdpxv/L4nc1IaTpaswM3Nx/HIdfe69y8baMOnarbhQ7V7kMYr04QHUjKxZdVNeHH1e9CaHd7p6npRwJLhDqzob0Wa0wZzYurk/1IwnpgKsyEVE4ZkfOz8Djyw/2lInAbfvfVreH7trXMuiHqpeksyTiz5BDZ3PuHel5X4LqybboHlZB3SK0KzFjV3lRmm87Mf58Zx6MvPh1aSkD84AFGrxXhGBgBAGhrC+BtvYPyNN4CEBCRv3Ii0G29A6o03Ql8288+RODiIkWe9k1G5klL8goVmmli6w4J/P/IiPn/qdcicFr+/6hP42+V3waZX6nH+6ap7YLSP49q2M7ih9SSubzuND9Xtc79fBofhlAwMpGRhIDUTAylZGE9MgS0hCVZ9Imz6JNgSDLAmJMGRYECWzYzi8QEUmwdQYh5Qvh4fgEHyv75P0GghaHUQNToIGi1E7eT/a3QQJ19ryyzC8dJVOF66Cg255bPWR+WYjNsbDkDQaLEnwFI7nt5OuAUfC3FJk6DRcdB8VIb8GAfcfju4M2eAXN8yLfMx/MQTcE6uOdLl5eDXy24C/OSUZNrMKDX345n17w/KdedqwpCCez/2EF547rt4bMuP8emP/8TvQ7JwKR/twT1n38Xd53ci1zYGGRyOl67EaytuwLalVwVcouDe02+hJasYu0rX4+U0Pe6Z+PmMxxukJuTceisG37yAog8WI0kOzVIIjpOQsakEIwODkDT90DM27c0Nx1QIUNi0aRM7edK3hsC0GANMJsDhUBYlG2aemmg/exZd990HecKCnA9W4g7xHvQ6fP8N1vQ24vWn78dXPvw9vDNLDZBo9KMdf8XnTr+J7936H3hu3fvUbo7bwcXPoqTrrbBcS9AUoPX1dJ+nrgCQYrGgsL8POlGE8JGPIOGJJ8BN3kSEStc378PE9u1IdDiQ39+PZIcd7UVVEJwClgx34kL+Ijxy7aext2oTwHH4/MnX8MNdj2HD15/FSHLgbXv2X9/D1aZzsCYk4kLBYpwprEZN0VKcLaxGb1oOUnk77qzfj4+fewfrepvg1OrwTvVV+Nea/9/encdHVZ794//cs08yM0km+74nJIQkhATCjiibIC4oFrTWXasoWqXKY6XUbrZatT7a8tPWx35bFVup1Wqt1iq4gMoiKIKKKKvIKpAQskzm/P7IwpJJMjOZmfvMOZ/365UXSWbmnCthksx1ruu+7snwGE24bN3LmPrZuzAoCt4srMWfh07HioKakF21dbYcw5A9W1C953OU7/0SxQd3IP/Q17B4T7wQ2RGXCnO7B+mNB3HEGouXysbiuYqz8GFGab8vdK9a/Q/c/cYfcPUFd+P14hGwGrz4t+MVNP95OaAoEDYbii5o8GsaUzgcbjsTe5ZtPuVzltZWuA8dQtzRIzAoChpiY3HUFYfG2Fh4/ayC+UtYLDBnZcGSnQ1zTk7nv9loeOXfOPLCCzC3tSLuyBHEHzkCs8cDBYAAsMedjl+NmosXy8Z1v9C79e2/YN6qv6L81r+FpG386g/+jh+9+QTOvPr3qNyzBZd++C8M+/pTNJsseGnQWDxdNRXu40dx8Uev4Yytq2FSvFidWY6/Vp6FlweN7X7xHCpxxxtQvu9LlO/9suPffV+h6OBOmP1sbXujoBZ3TbkRe1yheeEHACnWNrwXcxsMx0+MvvcYErFtRR7yx30e8vacLjs+PxPH1m3u/44nEV4vsnfvQkxTE3ZmZuGYo/d2LqPHA5fLBVtaGkxOB8wxMTBarTAajRBNTYDXiyMNDdj78Ua0n/Qz8foFN+I33vygv67TOVuOoeDgLtTt+gQ3vPcc4o83YFnFmbh/3KXY6+z7ir5QvBi0fxuyjuxDSuMhpDR+i+Rjh5DaeKjj42PfwtHShNi2vi+47I+Nxy5XKnbHpWBXXAp2u5LRajTD0t4Gi6cNFq8HFk8bzCf9a273wORth9nrgam9HSavB5b2Ngzavx3ZRzrWKB+1xmJ1VjlWZw3GB1mD4TUYkH9oN/IP7UbBod0o+HY38r79GjFtLViePwyXz/5JwN8/IRRszLoPsfvXB/xYab5uh/J/zUD9SIg33gDMPScBBqLlq6/w1bnnQWltBYxGHLtqJi7cd+p+sda2FpQc2IFJW97DzauexZzv/ByrcuUNv0lpOIi/Pn0n3MeP4pWSUdiYVoiNqUXYlJIf9iVBFk8bJm9ZhTkb/o3R2z+CRxjwRtFw/H3wGSg5sAPnblqBwkO70GYwYkV+DV4sn4D/FI3oddhSxTdf4KU/3YKfnHkN/q/2XBiFF5vSfgrrt31fmFUUI44qYxBnWNHn/QaqxViEL59qQtKB/Sg/fHjHfo/HZyuKOpO0xkZgzRrgvfdOvO3tHIJgMAA5OUBREVBcfOItLw9ITcWhl17C3gcehK0gG5nDduCvad/Fj770Pdr8oo9ew32vPIwJ1/x/2ObuY5xxlLK3NmPM9vV4vWi4qnrEa+Ma8DfPzRDtLRE536GWSdj7/Cc+bzO0tyP5wH64Dx9Gm82GxssvR+xdP4IlK/TPh+ZNm7Dj3POQvH8f4o8cQbvRiO0jx+GsUbdCKArO27Qct7zzNHKO7MXqzHLcP+67mPbZu7hg4xuovOXZgK7Au5uOYOxX61C953NUf/05yvdt7b4Su9fhhrPlGGLaWrA5OQ/PVk7GPwZP6HF1KrXhAOaufxVzN7yC5GOH8VVCOl4vGoEmsx3NZgtajBY0my1oNlnQbLKixWRGq/GkN5MZzUYLWk1mxB9vQNWezzvj+QxFh060EGyLT8fnybnYkpiNLUk52JKYjS/dWThuscHgbcfIHR9j1sb/YtpnK2H3tGCrOxPLKs7Ef4uGQwFgafd0vmjpePFib2vBff96COsyy07Zb6omrgGPHPwXjry0GglnViEt+ZUB/58GyyOSsOWvdp/rIo0eDxIOf4uEw4dham+HAqApJgYNDgcaYx1oC1N7rvB64WxsRPyRw4htaoIC4FhMLA7HxaHR4UCs04XGnQdQtn8btrqz8NvR38FLg8bi0Rd+hdL92zDx2sdCEkfeod1Y/vh1aDMYYfa2Y6s7E09XT8NzFWf22IYiufFbnP/JG7j4o/+g8NAuHDPb8FlyLtoMJniMRrQZzGgzdlQV2owmHLK7sCM+HdsT0rAjLg074tNOefFhb23G4H1bUbVnC6r2fI7KPVuQd/hEO8o3Djc2pRRgc0o+NqUUYFNqAb61O+FqPgZXyzHENTcirrkRruZGxLU0Ylt8Bl4tGTng6pkvvytajbN3PXjK59oMaTB7vwn5ubocNwzGtqe/DfhxhvZ25OzcAWtrK3Zk5+C4/UQiLbxeOI41Iu7oUTgaG3uszFXQMY3OazbBYDDAePz4KT8TDeVDMHXE/B4V3v5Y21qQdbSjWlVwaBcKD+5C4aFdKDi0G6mNJyZjvpNbhV+ccRU2pYZ2WYRQvLC1tSK27ThiWpsR09aMmNZmHLY7sduVHPIXxRlH96Fu5ycYsfMTDN+58ZTfwQDgEQbsjE/Fl+4sfJWQga/cmXi9aHi/SWlvZiQfwP823gqhRM86Pe/HJhj+fgjK978P8bvfBX0cRVGw47LvoWl1xxov99RK3O2th+frwxi0fxvK932FQfu+Qv63X8PYOSRpr8ONiVcvwTE/9jsLp6wje7H4P0sw9OvPkHi8o+znEQZ8kZiNjWlF+DQ5FyavF66WRjhbmjp/93W8H9t6HE1mGw7bnThsc+Cw3dX5rxNHrbEwKAqsnlZY2ttg9bTB2t4Ki6cN7uNHMe2zd5F4/Ch2uVLwTNUU/G3IWdjnPGmrAkXB4H1fYuamFThn81vIaDiAJrMVX3a2Fe91uLE/1o29zo73Z338X0z4ai3qb/hT9zq/23O+wLx9i2R8W33atmEsjm/eivFbv9i1r63N5/41cpK0lBRlzfnnd4zn7Xprb+/4d+vWjp2+O3t4vVlZaElNRZPRiNaDB2EzGGABYDneDOO3h2A4bcG9AsAbY4PB1YZ2dzz+YajGMYsN5nYPLO0dV5rM7W2wtLeh8NAupDUcwuBb/9pv+Z9C64XiV1C1MzKT7RQYsG3dSDR//lWv97E3NSH9mz2wtrV1jOovLoHF6YDJZoPJYIQJCgweD8Tx4x0vIqzWjrVsVuupb243lNRUtMfEoN1kQhuA1jYPPN8eguEvf0HCpk0weL04lJCAg+kZWHD+j7HBc+KXsrm9DbM/+g9uWrkUaY2H0GyyYEtiNs65/LcD+h5YPG0YtP8rVH/9Gar2fI4mix1/G3IWPkor7vcFpLm9DVM/W4nL1r2Mym+2wDqA0f77Y+KxPqME69M7qnofpRf7vVDa0dKEaZ+9gws3voEROzf2ed8msxXTL38YX5128eX2nC9w3pp3kZK3GRbvjqC/jlDY/kk/a3wUBfbmZjgaG+BsbIS1c7+WZosFx2IdUISAwevt+aZ44RUGeA0GeI0GtBs63zcY4TV0PMbY3t79ZjrpfYOioNVsxhFXHA7HxcFz0tXkDTMvx0JRjimfr8It7zyNQQe2Y0tiNuKPN2Bd5iBcd4HvdWzB+O2L98HobcdTQ6dhVU5l/0mOoqBm96e4cON/kXVkb3cl4UR1oaOikHTscHe7ZJe9Dje2x6fB2dKEkgM7ul80fe1M6n6OfpxahM0p+TgYGx+yr3Gg7MZ2fJR0N8xHtkX0vLu2TUbDe33//Pli9HiQt2M7jO3t2J6TA2O7F3FHj8DZ0ACj14s2kwlHnS4cdTrhMZk6n7OGU//vFQW2lmY4GxrhbGzo/pn4KK0IbxTW4ai143eJ0vkQBQKKEDB525HacBCZR0+0ECY1HTklviPWWHyRmI2tiVkdb+5sfJGY1dFqHoYkW7bEY4dRu3sT2oURX7ozsTM+FW3GgVWPTvdy8T8xeKd6txnxxfN6LEzv7umY+FhV1fM1atf7Xm/Hm6Kc+n5TE1qWL0frypUwt3lgVrwwnrYGfUdcKjan5OPT5HxsSsnH5pR87IxPVdXFdCgK0hsOYMg3X2Dw3q0Y8s0XGLL3CyR3TjRtNZhw1BaLBmsMjna2dzdZ7LC3NiOhuQHxxxsQ19zQ4/ft6dqFAcfNVryVNxTPVE/FO3nV/X4fhOJF3a5NmPbZu8j9dk9HlfrYISQeOwLDSUtpnqqeirumzDvlsRuz74djf/B7SIbSt21n4Ztlm1SYpJlMygcuF2A0QjEYOqpjBgMUgwFelwvNTicam5vReKzplJYGY3w82hsaTrn6bGxvh7m1FWaPB2ajAfG5VliPbYdyDNjWlAXrkQbY21rQajKjzWBCq7Hjimqb0YxWownv5lbjN+O+G/Hvgd5l2lrwtu0HMDQHflU2GMcNg7Ft6ZE+90MRXi+SDh5A4qFDp1zNbRedL3aNRnhNJgizpWNEuNcL4fVCeBUIxQvR3g6jxwPh42eqq12sMSYGe1NS0Wq1YufkC3BtjO82W2tbC7774cv4/nvP4Z9l47B40vUD+waEkFC8sHjaYG1vg62t5ZR/uz7fdbWs663JbMNH6cX42pkckhc82Ye/wdCvP0ObwXjiZ9tkRquho4K3x5nU6wvql4pfRsXOp3zeFkmHmk8Me/CHubUVjsZGOI81IqapY2iEtzsBO+lNGCAUL4xdSVu7F0ZvRwLWpd1ggMdoRLvRhHajofNfIxpjY9EUE9Pz/ygnD1fUXotvvB1VPKF4Me2zlZj/7tMoPbADD46ei9+OmTvwb0q4KQoSjh9F7uFvkHP4G+Qc3oOcw98g9/A3aDZZsL4zKfsorQT7HT03PlebRfmbceWen0b0nC3GYnz5zPGg9pYyt7Yid8cOmNo9EAC8QuCo04kjrjjfz7t+mDKz8ff2DEz+/D0M3dN3G1OzyYLdro62wY72wZTuVsKvEjJxMCZOk8mYTGnWVrzruAPGY1G0HYxXQdtTMTB/GXzMHlNHJd8TEwPrICsetU/Gl7Ep2OVKxefJuWiUXC0bCFdzI1qNJjSbrH79vJjaPd0dBh6DsbvjpsVkQYvJEtLhT6Z2D5KOHe5I2JqOYHXW4B7f6+9l7MZPDi0I2TkHol24sOX5JIz7ZKO6krSqrCxlqaPvaU7CZoO9OAf2TDtscQ2wG7+A2fsNFJjQZshEq5KCthYX2posaD3SDm+rF2mDvoClfRsA4MOc7+H8z6dE4KuhYD1W9B4m73o4Yuf75sA0fPt6z32fTmdqa4NBUdBu6EjMAvrDrSgnqhMeD0weD0ztHpg87Wiy29HocABCQMTF47Iz78A+bz9XLrt+PvniIWSsBi+eK3wFQyQnam2GLHzxdJD7gQXzvFAUGLzentWJfojEJNxxxs2nVHy7b1O8GL7zE2xMLZTepqNHQij4JPNXiDnwUUTPu3vXFBx9J5ApIidYW1rgPnQQx2Jj0eBwdlyoDdLTF96OP3vSAHS0qppPWtMqFKV7QJUCgSM2B3+PSvDjvM244pvIXkgYMK+CvRtG4NiGLwDR8SxSOp87Xf92ff709xUhuosPORen4x/pk3DXlxUR/gKoL2vzlyBxz1uywwAA7N41FUP/9Hd1JWlD83KUF8fWwWAxwmAWMFgEDGbAYPTCYPbAbv0aVu8WCF8zyf3gcWZixJFf4GBraEv3FFqxRi/WJ94F89HtETlfu3Dhy//kwtO5SaFM6869EncJ35taUmTck78J3z3wQPcocxm+Wje6zzZc2URMDB6ccStebVV/VUmvrsrcibsP3hHRc7Ya8rD1r96O1i9J2oYMxczCS6Sdn/z3Yd6jSPjmXdlhBERRBNqMuWj2ZKLlmAvNBzxo2XkQbXv29tjuxJfEaZVwFH6NwbvvgKLw4oCazEg+gP9tmB+RKeP9OSbqkP+zFb0maVJG8BstbcgufL33OwR5cbnLH2KuwcH9TNDU7li7AX+OvQxXHo3MVTajchQpZyTg67/JTdJEdg5+ahgU8f256FSLvirHe8n34rf230TsQsHpnKUONPu/9VRkmUx4ZvoNTNBU7o+7s3FD/ngk7gnvNLKTWbzbED92Gg6/2X9nQrg8MWgqEJ7dBijEbjp6Kf5sXBOxYWGhIIQCi3cbLIZtgBMdb/kdF3tbUIjjx1NwfK+C41u/gWffgVMeax9cjOS417HI+0smaCr00v4kzC6+HmN3PSZ9sE2Mdw2UPoIIySpFIcRUIcRnQogvhBB3huKYwTqYPh73bo/8hoAUnHu+KsOx5OqInS/O+BZihw6K2Pl8eWH4+WgO46ar5L9/7U/CGUcX41D6WCnnd7q2SjmvP94+52r8qS1Ndhjkh7saL4z40IGk9I8gwjRptD/Nw+rxj7bE/u9IqvDOoTh8kKGNtf9G5ShilA+RaHsVWbmvoXjiRyiaK5A5uwjuydWIqSpFZtUWfJM5EX/+WntTw7Xisi1jsSDufrTGh2d/RX8JocBs9fb6y3vAv9WFEEYAjwKYBqAcwBwh5PRxKSYb5h32vXE1qdev2i+N6PnSyr+E6GevvXDxVFTj9+0+q9okya5mK+q2XYc1OVdC6TEAPLys7V8gb64brtFDAJOUxgaftkybg1+EaXNgCr1/70/E9sxzInpOs3c34sdL+FMvBB4tmBT589KAXP3VOLTF5ckOIyzM3t1wGd5CqvtfyC17EyZxALccvEB2WNSP575JxbADi/BxzqVSJ2sK0fsLj1BENRzAF4qifKkoSiuApQDODcFxA/Ze+mVY9W14NyOm0Pt/X2dgX8aZETufpX0bEidJqKYJgSVlZ0f+vNSvdsWACz8/C79PXYzDaSOhWPzbFiAU7N6NyMx+FUWzvXBProIhNjZi5/bl0PipuNk6TGoMFLhb9k2HYvK9sWu4JCetRMq5QxBbUwZhD+0m4r1pHDEOr7fx73y0afCY8FvLtbLDiIiPMi7G+4dd/d+RpGvwmHDO52fjxwm/RpvL537SUg14cIgQ4kIAUxVFubrz4+8CGKEoyrzeHlNbkq6smRvaxfptcfmoOfgTNHjUczWa/Dc+8Vv8n/fHEJ7jgOd4x4j7MPLCij27z4DnSDPaj7WgvbEJ3oZj8DaFb4jE0VFn4OKU6WE7PoWOUXhxVuK3mBy3A0PFF8g89gks326JyELjduHC4aaROPTeN/Ds3R/2852sZdgIzM6ehdbQdMJThP295DUM3f0M0N4a8UXxCixoEhU4diQVTduO4fjn20IzWMRkgrDZAbsNsNlxT/0VWNnW93RoUq9Xi/+B/IZ1MHqaYGhrBFqPSV8XNFAKBGC2QzHZ4bG5cca3/4PdzXK6dSh4iZY2PJ37Mkp2/i2ivz8zH2jYtfuoNzzTHYUQFwGYclqSNlxRlJtOu9+1AK4FgJzsrGHbP1wezMnQDgPaFQO8EB0btsIAr2LE1y2N+PmHP8fepq8H9PVQ+KTHZmFx3YMQ/YxBFgIwKh7YDR5YlRZY0AaLaPdrolIgvm09irUHP8Hqgxux7tAmHPMch8ELxDQD1tZT72uAAVmOTBQnFCPdkQGv0o629ja0etvg8Xrg8bahzduGo22N+PzoFzjQehjtBsArAI9RwGsA2gwCioGLiGUbmjwC368IfJ+UOMNxJChH+r9jgHYe+wbvH/gI7x/8CJuPfAlv5wUKgxdIOBry0/XpkMOANhMTNDUblzEZl5b2XZEQAjDBAws8sApPx+9QpQ2GgU7l8qFdaUeb1wOPtx0epePfNsWDlhYv/rzuKXx+OPDJOB6DQIsZOG4xoN0okBmbg8K4UhTGleK5rf8PDa0R/sGggCwc9kvku4r9uq8QgA2tcIhmxKA57BdoQ0IINCsmtMCK47CiBebulyfN7c348fvz8W2L/CnS1Ltfjvw9Em3JPm9LNxyEVYncVCJTctF6j1cZ6vO2EBx/F4CTM8AsAD0yJUVRHgPwGADU1tYqSCwM6mTGzrfTuZCC37rvwy1v3oIP930Y1LEpvOYPm4f85Mi1kfUnAcBZ6UNxFgCP14NNBzdh9TersXrvauxu2I0ydxkGJw1GeWI5ytxlcPjZAqcoCvY17cMnBz/pftt0YBO+jdDG3dS3W3JuQl5SMC2FsQCSQh0OshMLkZ0zGhcCONJyBB988wHe3/M+3t/zPtZbtoX8fH1q7Xwj1Spwpwb5/A2P3v4mA8BtOdW44607sHzXcr+P5zA7MD57PMrcZT5/9+5v3YrHP358QDFT+FxQfAHOKKgO8FHqeT77y9b51rPxNhY31lyLG/97Y8RjIv/UptZiWFZeH/eI7POxXUGvpeRQVNJMAD4HcCaA3QBWA5irKMonvT2mtrZWWbNmzYDO25uW9hb8eOWP8fKXL4fl+BScovgiLJu5DAaJizNlUhQFL3/1Mha+vVB2KLpmN9mxfPZyxJijY+PltXvX4rfrfhv2C082ow3lieXY27QXuxt3h/VcNDD/N+X/UJtWKzsMv7V723HvB/di6WdL+73vuKxxWFS/CKmxqb3eZ1/TPkxZNgUer7w92si3RFsiXjjvBcRZuWZw8crFWLZlmewwyIdfjPkFzimM7KClvggh1iqK4vOX+oAraYqieIQQ8wC8io4Lak/0laCFm9VoxS/H/BJ5rjw8uv5RWWHQaeZVz9NtggYAQgjMKJiB9fvW49nPnpUdjm6dkX1G1CRoADAsdRj+NPVPeHv32/jtut/i828HvqmagEBBXAGGJA/BkKSOt6KEIpgNZhw8fhDXv349Pj30aQiip3AocUfXFjNGgxH/M+J/kOXMwv1r7vd5H6fFiTuH34lzCs7ptx0+JSYFZ+efjRe3vhiOcGkAFo5YyASt04K6BXhvz3u86KUyTrMTk3KjZzrsgCtpwQhnJe1kr3z1Cn70zo/Q6mX/jkzlieVYOn1pv3989aC1vRWX/utSbD60WXYouvTomY9iXNY42WEExat48cpXr+DR9Y9iZ8NOvx9nMVgwJHkIalJqUJtai8rkyj5bdxtaGzDvv/Owbt+6UIRNIZQem47XLnxNdhhBe23ba1j49sJT/iZPyJ6ARfWLkBzje32IL58d+gwX/vPCcIRIQZqQNQEPT3yYf+dPsuabNbjy1SuhRHiID/XuO6XfwV31d8kO4xR9VdI0naQBwIb9G3DzGzfjUPOhiJyPevr9Wb/HmMwxssNQjZ1Hd2L2S7PR2NYoOxRdibfG443Zb8BsMMsOZUDavG14fsvzeHPnm/AqXrR3Dmxo97bDq3jhUTxw29wYljoMw1KHYXDiYFiMgW063Oxpxu0rbseKXSvC9FVQMMZnjccjZz4iO4wBWb9vPW564yYoULBw+EKcnX92UC/sr37tary/5/0wREiBijHF4IXzXkBabJrsUFTnN2t+gyc/eVJ2GNTpb+f8DYPcErZg6kNY2x3Vriq5CotHLsbNb94sOxRdqkmpweiM0bLDUJVsVzbuGX0PfrD8B7JD0ZUpeVOiPkEDALPBjNmlszG7dHbYzmEz2fDgGQ/i7nfv5vpeFSlJiK5WR1+qU6rx9NlPw262I8ke/CCey8ovY5KmEvNr5jNB68W8ofPwzu538MXhL2SHonvlieWqS9D6o4tFQvUZ9bAauWeFDPOGzmP7gw+Tcifh0rJLZYehK2fncyPxQJgNZvxizC8wd9Bc2aFQJy0kaUDHhaqBJGgAMCZzDPLj8kMUEQWrKrkKF5deLDsM1bIarfjFmF/AJDRfE1G9WcWzZIcQMF0kaXaTHfXp9bLD0J2R6SNRl1YnOwzV+sGwH2BI0hDZYehCemw6qlOqZYcRdQzCgDuH34kbqm6QHQpBO0laKBiEAd8t/67sMHTNZDBh8cjFMBp624SBAKAssQzXV10vOwxdsxltmJY/TXYYAdNFkgYA47PHyw5Bd24aelP/d9Ixs9GM+8bfB6fFKTsUzZuWP03X00UHQgiB71d/H2Mzx8oORdesRityXDmyw1CVcwrOQYI1QXYYunVVxVUoSiiSHUZUuGrIVbwoK9HkvMlR+VpLN69axmcxSYukCdkTMCSZv5D6k+nIxM9H/1x2GJo3vWC67BCi3oTsCbJD0LXC+EKYDGyZOpnNZMPFg9hqJ0OeKw/XVF4jO4yoYTKYsGjkItlh6FY0tjoCOkrSUmJSUJ5YLjsM3ZhXPU92CFHjjJwzcE6BejZW1Jqi+CK2iYUAK2ly8Tns28WlF2tiIFC0+W75d7nWP0ClCaXIdGTKDkN38lx5GJoyVHYYQdFNkgZ07ONB4Tc1bypK3aWyw4gq0bp3VzRgFS000h3pTBQk4vfetyR7EmYUzJAdhu7kufJkhxB1hBDcjkiCWcWzonaAna6SNK5Li4zvV39fdghRpzbN5xYZFAJT86bKDkEzeDFBHiZpveMAkcjj+sjg8HdoZJmECecURm+nkq6StDJ3GVJiUmSHoWmpMakoiCuQHUbUSbIncZx0GFQnVyPLmSU7DM3gCwx5mKT1rjihmPtxRpDVaOVrqSDVpdXBYrDIDkM3JmRPQKI9UXYYQdNVkiaE4ACRMCtOKJYdQtSqTWU1LdTOLuDeaKFUmVSJOGuc7DB0J8WeggQbpxj25bLyy2SHoBvZzmxOyw2S3WTn1kQRdEHxBbJDGBDd/ZRxQll4MUkLHn9xh5ZRGDElb4rsMDTFaDCyYiFBsZu/V/szMmMkku3JssPQhWxntuwQotrYLA5hioTUmFSMyhglO4wB0V2SNjxtOGxGm+wwNKs4ni8mgsVKWmiNzBgJt80tOwzNYTdC5LHVsX9CCK7tjZAcJ9ejDQSHh0TG+cXnR/1G67pL0mwmG+rT62WHoVl8MRG85JhkTswKobPz2eoYDqMzR7PVKcL4e9U/w9OGyw5BFzg0ZGByXblMdCPgrJyzZIcwYLr8S8spj+FhFEYOvxggtjyGhs1ow8ScibLD0KQ4axyqk6tlh6ErTNL8wyQtMtjuOHBseQwvu8mOwvhC2WEMmD6TNLbrhEWeKw8WI6cWDQRbHkNjUu4kxJpjZYehWYG8wODmrQNjMpiQ7+LFL39kO7ORGpMqOwzNYyVt4NjyGF5l7jKYDCbZYQyYLpO05JhkDE4cLDsMzeHQkIHjmorQmF06W3YImubvha7pBdNxRvYZYY5G2wrjCmE2mmWHERWEEKymhZnJYEJaTJrsMKJebWot5yOEUUVShewQQkKXSRrAlsdwKIovkh1C1EuJSeG6tAEqTShFVXKV7DA0rSi+COmx6X3ex2Kw4OahN6MgnvsmDgRbHQPDlvHwynJkRf0wBjWwmWwYns4LCuEyJGmI7BBCQrdJ2oSsCbJD0BxW0kKD1bSBmV06G0II2WFomhCi342tLym/BBmODG5uP0BM0gLDF77hxVbH0GHLY/gMTtJGt5xuk7RB7kHsXQ8xJmmhwXVpwYs1x2JGwQzZYehCX0lavDUeVw+5GgCYpA0Qk7TAZDoyuQ4yjDiVMHSYpIVHvDUeWY4s2WGEhG6TNCEEB4iEkN1k5x/GEGGSFrwZBTMQY46RHYYu9LXn5PVV18NlcQEAEmwJSLAmRDI0TSlxM0kLFFsew4eVtNDJdmZzeUMYDE4arJluGt0maQDXpYVScXwx904KkdTYVOS6cmWHEZUuLr1Ydgi60duailxXLmaXnDq4hVtzBMdtcyPRlig7jKjD4SHhw0paaHEUf+hpZT0aoPMkbUT6CNhNdtlhaAJbHUOL1bTA1aTU8HkYYeMye7Y83lpza49phBweEpyShBLNXBGOJFbSwodJWmiNzWSSFmoVidqY7AjoPEmzGq2oT6+XHYYm8MVxaPFFRuA4dj/yTl+XVpNS43MTca5LCw7XowUnLTaNyUQYmIQJ6Y6+p7pSYIalDmOxIMS0MjQE0HmSBgDfLf8uZhXPwuiM0SiMK+QGuEEqjmeSFkqspAXGbXNjUu4k2WHoTroj/ZQLNLfV3uaz8sMkLThM0oLHC12hl+HI0MQGwWpiMVowIn2E7DA0Iz02HUn2JNlhhIzuf9rq0up6/DJvaG3AN8e+wevbX8fvNvxOUmTRpSiBe6SFUmpsKnKcOdjRsEN2KFHhvKLzYDFaZIehS+Myx2HLt1swLW8aKpMrfd6HSVpwmKQFb3jacCzbskx2GJqS7cqWHYImjc0ci+U7l8sOQxO0sol1F91X0nxxWpwoTijG6MzRskOJCom2RLhtbtlhaA6vBPtHQOCikotkh6Fb47LGwWww4+aam3u9T1psGlt6AmQURq7lGwD+/gw9tpCGB9elhQ6TNB1Ji02THUJU4Hq08OCm1v4ZnTkaWU5t7IkSjSqTK3FD9Q19/h8IITjhMUB5rjxYjVbZYUSt5JhkPudCjElaeKQ70lEUz26kUNDSZEeASVqfEm2JMAndd4T2i0laePS3Ls1qtKIquSpC0agXx+7LZTKYcFXFVf3ejy2PgeH+aAPHUfyhxT3SwofVtIETEChPLJcdRkgxSeuD0WBESkyK7DBUj0NDwiMtNg3ZTt9rAOKscfjD5D/4nKSnJ+mx6fzjpgL+jIlnkhYYrkcbOLY8hhYraeHD/dIGriCuQHPD/5ik9YMtj/3ji4nw8fUiIz02Hf9v6v9DdUo14q3xkQ9KRS4suRBGg1F2GOQHJmmB4e/VgWOSFjoGYUCmI1N2GJo1LHUYytxlssOIaloavd+FSVo/UmNTZYegagKCi9vD6PSWx+KEYvx52p+7v+dx1jgZYamCSZhwQfEFssMgP+XHc31QIJikDZzb5uZanxBJj03vsUk9hY5BGDC/Zr7sMKKa1tajAUzS+sVKWt9yXDmc2hZGJ18Jrk2txZNTnzzlwkGcRb9JWn1Gvab2Q9G6bGc21/j6yWVxITWGFwhDgevSQoOtjuE3KmMU90gdAK1NdgSYpPUrLYZJWl94lTK8utalTcqdhCWTlsBlcZ1yu57bHfnHLLqYDWYOHvBTSUKJX+v8qH9M0kKDP7vhJ4RgNS1IZoNZk90HTNL6wUpa3zjZMfx+NOJHuG/cfT7Hccfb4iMfkErUpNbIDoECxHVp/il1l8oOQTNq02ohwIR3oHobYkWhVZ1SjQlZE2SHEXVKE0phMVpkhxFyTNL6wSStb5zsGH6jMkf1OhxDr+2OFoMFgxO1t0hY67hvlX8GuQfJDkEz4qxxTHpDgO2OkXNTzU28sBAgLbY6AkzS+sUkrW+spMllNpoRY4qRHUbEVSRVaPKqmdZxyJB/mKSFFqc8DhzbHSOnJKEE0wumyw4jqjBJ06kEa4LPNjPq2EyZV9fk0+O6tGGpw2SHQEFgu2P/TAYTCuMKZYehKVyXNjACAlnOLNlh6MoN1Tdw0FIAtDjZEWCS1i8hBKds9aIgroB7VKmAHsfwD00ZKjsECkKeK092CKpXGFfIUechNix1GAyCL3eClRqbyovVEZbtzMasklmyw4gKseZY5MXlyQ4jLPhbyw9sefSNrY7qoLdKmoBAdUq17DAoCDHmGG6I2w+unwo9p8WJXFeu7DCiFjtm5Liu8jrYjDbZYaje4MTBmr0Io82vKsSYpPmmxXGn0UhvlbSShBI4LU7ZYVCQODykb2XuMtkhaNKgBK7zCxbXo8mRHJOMS8oukR2G6g1O0u4QMSZpfmC7o2/cI00d9JakcfR+dOO6tL6xkhYeJW5eVAwWK2nyXFFxBS9K9kOr69EAJml+YSXNN7Y7qoPe2h1rUpikRTMmaX1jkhYepQn8vgaLSZo8cdY4XFlxpewwVK0iUZuTHQEmaX5hktZTnDUOyfZk2WEQ9JekcWhIdOMY/t5lOjLhsrhkh6FJTH6Dl+3iRtYyzSycKTsE1Uq0JWr6NTqTND9o+QkQrOL4YgjBzRbVQE/tjpmOTKTGsv04mrGS1jvujxY+yfZkuG1u2WFEpSwHx+/LlGBLkB2CalUkVWj6tSiTND8wSeuJrY7qoackjfujRb84axxfLPeC1Z7wEUJw2FUQUuwpiDHHyA5D18wGMyvsvdDqJtZdmKT5wWl2IsbEX1InY5KmHnpqd2SrozawmuYbJxCGF9elBY6tjurAC1u+DU7U7mRHgEmaX4QQrKadpjieSZpa6KmSxsmO2sAkzTe2O4YXK5WB49AQdWCS5lthfKHsEMKKSZqfmKSdiuP31UMvlbQEawLyXdxjSws4PKQnl8XFvzNhxiQtcNwjTR24Lq0nk8Gk+S2ymKT5iX88TyiKL4LD4pAdBnVyWpwwCO3/KA9NGarpBcJ6wg2teypzl/H5HWb5cfkwG8yyw4gq2U62O6oBk7SeshxZMBqMssMIK+2/sguRtBgmaV04vEFdDMKgi0XFbHXUDrY79sQqT/iZDWbNt0eFWq4rV3YIBLY7+pLl1P7UUSZpfmIl7QRuJqw+eliXxueddqTGpCLWHCs7DFXherTI4ITHwLCSpg5M0nrSw3pJJml+4t5MJ7CioT5aT9LsJjsGJfJFrFYIIbi+8DSspEUGk2H/JdoSeTFFJRKsbHc8nR4uIDBJ8xMraR2yHFn8XqiQ1oeHVCZVci2JxnB4yAkWg4Xr9CKEY/j9x6Eh6uG2s5J2OiZp1I1r0jqwiqZOWk/S+LzTHiYlJxQlFPEiRISwYuk/PbwIjhaspPWkh+cnkzQ/xZhjdDGcoT+1qbWyQyAftP7c5CbW2sPhISewBS9y4qxxmh/bHSp6WPMTLbgm7VQCApnOTNlhhB2TtACwzY+THdVKy5U0ozCiKrlKdhgUYkzSTmALXmQxKfZPcUKx7BCoU7wtXnYIqpISkwKr0So7jLBjkhYAvSdpSfYkXZSXo5GWk7RB7kGIMcfIDoNCLMuZxRa/TkwaIosTHv3Di2PqYTaYNd8xEwi9rJdkkhYAva9LG5Y6jJutqlScTbvTHbkeTZtMBhP3YOrEdVKRxe93/7IcWUi0J8oOg07ClscT9FIwYJIWgHRHuuwQpGKro3rFWTScpHF/NM1iy2PHuh+OOY8stpf2ryqFVTS1YZJ2ApM06kHvi42ZpKmXltsdOTREu7jmhVUdGbKd2bCb7LLDULXq5GrZIdBpEmyc8Ngly5klO4SIYJIWAD2vSXNZXCiKL5IdBvVCq0laniuPLTcaxiSN69FkMBqMfO71g+vR1IdJ2gmspFEPek7SalJqYBB8uqhVnFWb7Y4j0kfIDoHCqCSeAxyYpMnBlsfe2U12JrEqxHbHE5ikUQ96bndkq6O62U12TU7KG5c1TnYIFEaZzkzdt50xSZODSVrvKpIqYDKYZIdBp2GS1iHeGq+bSZdM0gJgMVqQaNNn6xUn7KmbEEJzLY9WoxV1aXWyw6AwMggDiuP1e8XebXMj2Z4sOwxd4lrA3rHVUZ0SrGx3BPRTRQOYpAVMjy2PdpMdZYllssOgfmit5XF42nDdV1n0QM9tVaUJpdzWRJKShBII8HvvC4eGqJPbzkoaoJ+hIQCTtIDpMUmrSq7SZCud1mitkjY2a6zsECgC9JyksdVRnhhzjK6uyAeiMrlSdgjkAytpHfT0c8skLUB6TNK4Hi06aK2SxvVo+qDndkcmaXKx5bGnXFcupwiqFNekdWCS5ichxH1CiE+FEB8JIZ4XQsSHKC7VSothkkbqpKVKWmFcITIdmbLDoAhgJY1k4fCQnrgeTb3ibfGyQ1AFJmn++w+ACkVRKgF8DmDhwENSN71V0kwGE4YkDZEdBvlBS5U0tjrqR4ItQZfDM2xGG3JdubLD0DVW0npikqZeZoNZN1MN+5LjzJEdQsQMKElTFOU1RVE8nR++B0Dzq/n0lqQNSRoCm8kmOwzyg5YqaWx11Bc9VtOKE4phNBhlh6FrrKT1xCRN3fTe8mg32ZFkT5IdRsSEck3alQBeCeHxVElvSVpNCkfvRwutVNIcZgeqU6plh0ERpMd1aWx1lC8tNg1Oi1N2GKoRY4pBUXyR7DCoD3pP0jIdmbqaiNtvkiaEeF0IsdHH27kn3ecuAB4AT/VxnGuFEGuEEGv2798fmuglSLInwSD0M2+F69Gih1aStJEZIzlNVGf0WEnjBD35hBBMlk8yJHkIq7sqp/ehLnpajwYA/W4pryjKWX3dLoT4HoAZAM5UFEXp4ziPAXgMAGpra3u9n9qZDCYk25Oxt2mv7FDCziAMrGhEEa20O7LVUX+YpJEspQmlWP3NatlhqAJbHdWPSZq+krSBTnecCuAOADMVRWkKTUjqp5eWx9KEUraCRBGtJGljMsfIDoEirCCuQFcdCk6LE3muPNlhEDo2taYOTNLUT+/tjkzSAvMIACeA/wgh1gshloQgJtXTS5LGVsfoooV2x8GJg3W1KJg62Ew2XU3sqkyq1FVSqmac8HgCkzT103uSpqe/E4Af7Y59URRFlytM9bJXGpO06BJnif4kja2O+lWSUIJtR7fJDiMi2OqoHoXxhTAJEzzdg6r1KT8uXxMX+rQuwcp2Rz3hpbwg6KWSVpPKyY7RxGw0I9YcKzuMAWGSpl96WpfGJE09rEYr8uPzZYchHato0UHPa9KMwog0hz5ef3dhkhYEPSRpmY5M3ZfVo1E0r0tz29woTyyXHQZJoqckbUjSENkh0EnK3GWyQ5COSVp00PPrsvTYdN1NfmaSFgQ9JGlcTB2dXBaX7BCCNiZzDNfp6FhJvD5+5+S58thWpjIcw88kLVroOUnTW6sjwCQtKHpI0riYOjpFcyWNrY76lunMhN1klx1G2LHVUX30nqQ5zA4UxhfKDoP8EG+Llx2CNEzSyC9umxsmw4BmrqgeK2nRKVqTNKMwYmTGSNlhkEQGYUBRvPZnUbFioT56T9IqkzltNFqYDeao7pgZiByXviY7AkzSgmIQBqTGpMoOI6yYpEWnaG2jGpoyVLd/eOgEPfzeYSVNfZwWJ7IcWbLDkIYXDqKLXlses5z6+xllkhak3loesxxZWFC7IMLRhJbdZNf1H6xoFq1J2tissbJDIBXQ+vAQu8mui2phNCpL1O/wECZp0UWvEx7Z7kh+Oz1JsxltmFc9D/847x+4bPBlKE2I3jVdRfFFMBqMssOgIERru+O4TK5HI6A4XttJ2uDEwZpvlY9Wem55HJLMaaPRRLeVNB0WD/jXIkgnb2g9JW8Kbht2G9Id6d2fm14wHZ+t/UxGaAOmh5YjrYrGSlpGbAYXrRMA7VfS2OqoXnpN0grjCtlqHmX0WElLsichxhwjO4yIYyUtSGmxaSiKL8IfJ/8R94+//5QEDQCm5U+DgJAU3cAwSYte0VhJm1s2F0JE588KhVaCLQFJ9iTZYYQNkzT10muSVpXCVsdok2DVX5Kmx1ZHgEla0CbnTcbfzvkbhqcP93l7Wmwa6tLqIhxVaDBJi17RVkkbnDgYl5RdIjsMUhEttzxWJjFJU6tke7Iu28hqU2tlh0ABSrQnyg4h4pikUUD8GcM/vWB6hKIJLa23HGlZNFXSTMKEn4z6Cdfo0Cm0+vsnIzYDyTHJssOgXgghUObW1/AQl8WFs3LPkh0GBYiVNP1gkhZGZ+WeBbPBLDuMgKTHpkddNYZOiKb/uysqruCm6dSDViv5bHVUP721PM4qnqWLDeS1Ro9r0pikUci5LC6MzxovO4yAaPUFkl44Lc6o2JQ0z5WH66qukx0GqZBWK2lM0tRvUKJ+kjSDMODiQRfLDoOCoMe2XCZpFBYzCmbIDiEgTNKim0EYomJS109G/QRWo1V2GKRCBXEFUXGhIVBM0tRPT+2O47PGI9ORKTsMCgKTNP3Q3l9ClRmbNRZOi1N2GH5jkhb91L4u7eLSi1GTWiM7DFIpm8mGHGeO7DBCymww6yoBiFbZzmzEmmNlhxERHNgUveJt8bJDiCiH2aH61zXhwiQtzCxGCybnTpYdht+YpEU/Na9LS41JxS01t8gOg1ROay2PZe4yWIwW2WFQPwzCgNIE7a+TLYovwvA035OpSf3MBnNUdMyESrYzW7fb9DBJi4BomfJoNVqR49LWFWw9UnOStmjkIjgsDtlhkMppLUljq2P00MPwkDmD5uj2Ra9W6KnlUa+tjgCTtIgYljoMqTGpssPoV2F8Iceha4Ba2wKm5U/DuKxxssOgKKC1ij6TtOih9STNaXZG3Vp56klPEx6ZpFFYGYQBZxecLTuMfmnthZFeqbGSFm+Nx53D75QdBkWJknht/S4akjREdgjkp7JEba8dPK/4PMSYY2SHQQPESpo+MEmLkOn56m95ZJKmDWqspF1Wfpmu/qjQwGQ6MzWzf5Pb5uYUvShSGKfdjhIBgTmlc2SHQSHASpo+MEmLkFJ3KYrii2SH0Sc9LJjWgziLuippRmHEeUXnyQ6DoohBGFT/+9JflcmVXP8TRcxGM4rjtbUmssu4rHHIdun3Ba+WJFj1k6RlOvV7kUubl4tUakbBDDy07iHZYfRKa4v19SrOpq4kbUL2BCTHJMsOg6LM/ePvx46GHdjftB/7j+8/5d8th7egobVBdoh+qUqukh0CBWiQexA2H9osO4yQmztoruwQKEQS7YmyQ4gIozBGxUyHcGGSFkFn55+t2iQtxZ6iq/K5lqmt3XFW8SzZIVAUynBkIMOR4fO2FTtXYN4b8yIcUXAqkzg0JNpocXhInisP9Rn1ssOgENFLJS01JlWz7cf+YLtjBKU70jEsdZjsMHwqdrOKphVqStLSY9MxKmOU7DBIY8ZljYuK5McgDBicNFh2GBQgLQ4PmVs2FwbBl3xaoZeL6r1dqNML/sRGmFr3TON6NO1Q05q0C4ovgNFglB0GaYwQAjfV3CQ7jH4VxRch1hwrOwwKUGlCKQS0s44w1hyLmYUzZYdBIaSXQVxM0iii1Hr1l5MdtUMtI/gNwsCBIRQ2I9JGoC6tTnYYfeJ6tOgUY45BritXdhghc17RebxYoDFM0vSBSVqEpcWmyQ7BJyZp2mE32WExWGSHgXGZ41T7fKfoJ4TATUPVXU0bnzVedggUJC2tS4uGLYAoMPG2eNkhRERGLJM0iiCXxYUYk7o2kjQZTMiLy5MdBoWIEEIV69IuLLlQdgikcUNThmJM5hjZYfgUY4rhoIYoppUkLcGawHWRGmQ2mOGyuGSHEXaspFFECSGQHpsuO4xTFMYVwmwwyw6DQshllfvLOyUmBaMzR0uNgfRh3lB1TnkckzkGVqNVdhgUpDK3NoaH1GfUc2CIRumh5ZFJGkWc2lrASt0cGqI1sitpFxRfoOuxuRQ5gxMH46ycs2SH0cPEnImyQ6ABGJSojUqaWivNNHBan/AoIJAWo67Xy5HGJE0CtSVpXI+mPTKTNAGB84vOl3Z+0p8bq29U1TQ+k8GEcVnjZIdBA+C2uZESkyI7jAHjFijapfVKWkpMCsxGfXd5MUmTQG3tjsUJ3CNNa2ROeBydOVr3LQoUWUUJRTi74GzZYXQbkTYCTotTdhg0QNHe8jjIPQhJ9iTZYVCYaL2SlunIlB2CdEzSJEh3qCtJYyVNe2QmaRwYQjLcUHUDjEIde/Kx1VEbon14yOgMrgvWsgSrtpM0tb1WloFJmgRq6rFNtCXySpsGyWp3TLInsc2LpMhx5ahiXz4BgTOyz5AdBoVAtFfSOLxJ27Te7qj38fsAkzQp1NTuyCqaNslK0s4vOp+TQkma6yqvk/78q0yuRHJMstQYKDSieXhIjCkG1cnVssOgMNJ6ksZ2RyZpUqTGpsoOoRuTNG2S1e54fjEHhpA86Y50TC+Qu3EvWx21IyM2I2pfCI9IH6H7oQtap/U1aWx3ZJImhcVoQaItUXYYAIASN5M0LZKRpI1IH4FsZ3bEz0t0strUWqnnPzPnTKnnp9ARQuDmoTfLDiMoXI+mfdF6AcFfrKQxSZNGLS2PrKRpk4x2x7rUuoifk+h0lcmV0s5dFF+EXFeutPNT6J1ffD6GpgwN+3kEBK6quAo3VN8QkuONyuTofa3TepKmtu2qZGCSJokayrgmYUJBXIHsMCgMZFTSon0SGmlDritX2vh7tjpqj0EYsKh+EUzCFLZzpNhT8Pjkx3HLsFtwZcWVyHJkDeh4ea48djXoQLwtXnYIYZNsT4bVaJUdhnRM0iRJjZG/Lq0ooQgWo0V2GBQGMpK0UndpxM9JdDqDMKAySU41jUmaNhUlFOGKiivCcuyJ2ROxbOYyjEgfAQCwGq24ve72AR2TG1jrg9lg1ux+jNxrtQOTNEnU0O44JGmI7BAoTMwGM2LNsRE7X7w1XhUXHogAOS2P6bHpKHeXR/y8FBnXVl474ArXyaxGK+6uvxsPnfFQj4rIxOyJ3UlbMDh6Xz/UMt8g1Dh+vwOTNEnU0O7IJE3bIrkurdRdCiFExM5H1BcZSdrEnIn8GdAwm8mGu+vvDsmxShJK8OyMZzG7dLbP54wQAnfU3RHU5uwWg0X68ByKHK1OeGQlrQOTNEkC3dDabrKHPAaZC+wp/CLZ8jgogevRSD1kXICamM1WR60blTkK0/KnDegY0/Kn4amzn0JhfGGf9ytOKMbs0tkBH78mtQYx5phgw6Mok2BlkqZlTNIkCbSSNiZzDEyG0C1cdpgdyI/LD9nxSH0iXUkjUos4axzyXHkRO1+8NR41qTUROx/J88O6Hwa9DuimoTfhV2N/BZvJ5tf9b6y+MeCLbWMyxwQTGkUpt12bEx6ZpHVgkiaJ2+aG2eD/RpMlCSUojOv7ylsgBicNhkHwv1/L4iwRrKRxsiOpTCQ7BcZnjQ/pRTRSryR7Em4ddmtAj7EZbfjN+N/g2sprA2qJjbPGYV71vIDOxaEh+sJKmrbxVbokBmEIaNBCYXxhSKsVsqafUeREqt3RYrAgLy4vIuci8lckf8dxqqO+zCqeherkar/um2JPwZPTnsTkvMlBnevCkgtRnFDs37liUlAUXxTUeSg6aXWvNDUM11MDJmkSBdLyWBhXGNKNpzk0RPsS7ZGZ+lSUUBRQVZgoEiJVSbOb7Kxe6IxBGLBo5KJ+q6eDEwfjmRnPYHDi4KDPZTKYcEfdHX7dd0zmGA6v0RktJmlumzsscxiiEfszJPL3SoFJmJDtykZJUwiTtGQmaVqX68qNyHnY6khqVJxQDJvRhub25rCeZ3TGaL/XGJF2FCcU4/2572N3427sbNiJnQ07sePoju73y9xl+Mnon4TkxeaI9BE4K+csvL7j9T7vx4sF+qPF6Y6ZjkzZIagGkzSJ/G13zHXlwmwwh6zdMSM2A0n2pJAci9QrUklaaQKHhpD6mAwmlCeWY92+dWE9T7BtbBT9LEYL8uPyIzKE67ba2/DWrrfQ6m31ebtBGFCfXh/2OEhdtFhJY6vjCWx3lMjfdseC+AIAHT+MyfbkAZ+XVTR9iNR0O1bSSK2qkqvCeny7yY7xWePDeg4iAMhyZuGZGc/gpqE3oTq5usfgr8qkyohuu0LqEKllDZHEStoJrKRJ5O/VgoK4gu73S9wl2L97/4DOy/Vo+hBjjkFKTAr2Ne0L63lCuVaSKJTCvS5tQtYE7klFEVOSUIKShBJcW3ktDjcfxsqvV+Kd3e/gnd3vYFQmWx31KNGWCLvJjuOe47JDCZlAt6jSMiZpEvm7ofXJm16WJJTg3d3vDui83MRaP/Jd+WFN0rKd2XBYHGE7PtFAhPuC1EA3NiYKVrwtHmcXnI2zC86GV/Gipb1FdkgkgRAC2c5sfP7t57JDCRlW0k5gu6NEabH+JWknV9IGuv7HJEwoc5cN6BgUPcI9Gp+tjqRmqbGpAW11EginxYnRmaPDcmyiQBiEgdPwdCxS688jJSOWe6R1YZImkcPigNPi7PM+BmE45YX2QJO04oRiTiLTkXCvS+PQEFK7cHUOnJVzFixGS1iOTUTkL80ladzIuhuTNMn6q6ZlObJgNVq7P86Nyx3QnlRsddQXVtJI78I1PGRq/tSwHJeIKBA5zhzZIYRMvDWe63xPwiRNsv6Gh3RNduxiNphRFF8U9Pk4NERfwl5JC9G2EEThEo4LU26bG8PThof8uEREgdJSJY3j90/FJE2y/p6QhXGFPT43kGl6HL+vL+mx6bAYwtOSlWBNCNt6H6JQKXOXwSRCOyNrcu5kmAycu0VE8uW4tFNJ49CQUzFJk6y/dseTJzt2CbZ64TQ7I7Z3FqmD0WAM2y/wUncphBBhOTZRqNhMNpS4Q7tNxNkFZ4f0eEREwUq0JcJh1saUZa5HOxWTNMn6S9JOb3cEgq+kVSRV9NgAk7QvPy4/LMflejSKFpVJoWt5TItNC/sm2URE/hJCaKaaxiTtVHzFLll/7Y75rp4vsIOdqMdWR30KV/WU69EoWoRyXdq0vGm82EVEqpLr1Ma6NI7fPxX/0kjWV5KWEZvhc8pNvC0eKTEpAZ8rlFeTKXqEa8LjoARW0ig6hDJJ41RHIlIbVtK0iUmaZMkxyRDwva7HV6tjl2BaHllJ06dwVNIsBkvYx/sThUqOMwdx1rgBHyfPlYcyd1kIIiIiCh2tTHhkknYqJmmSmQ1mJMck+7zN12THLoG2PGY5suC2uQN6DGlDOJKp4oRiTrejqCGECEknwdT8qRyWQ0Sqo4UkzWlxwmlxyg5DVZikqUBvLY++Jjt2CXQ9EKto+uWyuEKeoHNoCEWbULQ8TsubFoJIiIhCSwtJGtej9cQkTQV6m/DY11S+QCtpXI+mb6FueeTQEIo2A/0dWJpQ2mcLOhGRLHHWuJC0dMvEVseemKSpQG+VtL5eEOS4cgLapJiVNH0L9Rh+VtIo2lQkVwzo8dPyWUUjIvWK9moaN7LuiUmaCviqpKXYU+CyuHp9jMlgQlFCkV/HNxlMfFGtc6GupAW7Vx+RLC6LCwVxwVfCONWRiNQs2sfw97cllR6FJEkTQtwuhFCEEEmhOJ7e+ErS/Gmr8bflcVDCIFiN1oDjIu0I5fCQHGcOYs2xITseUaTUpNYE9biq5Cpe5SUiVYv2Mfz8HdvTgJM0IUQ2gEkAdgw8HH3ydfXAnyu+/lYz2OpIoaykcT0aRaubht7U6xrgvlxRcUUYoiEiCp1ob3dMd7CSdrpQVNIeBPBDAEoIjqVLvpK0viY7dvH3xfKQJCZpepfpzIRJhGZkPltnKVq5bW48MP4BmA1mvx9zQ/UNODPnzDBGRUQ0cNGepLGS1tOAkjQhxEwAuxVF2eDHfa8VQqwRQqzZv3//QE6rOfHW+B7tiKGspIVi9DRFN7PBjCxnVkiOxSSNotmQ5CFYOGKhX/edljcN11deH+aIiIgGLpqTtFhzbJ9zGPSq3yRNCPG6EGKjj7dzAdwFYJE/J1IU5TFFUWoVRalNTva9ebNeCSF6VNP8qaTFWeP6bd1JtCUixxndfcoUGqFalxbo9g9EanNh8YU4r+i8Pu9TkViBe0bfw82riSgqxJpjkWhLlB1GUNJj0/m71od+kzRFUc5SFKXi9DcAXwLIB7BBCLENQBaAdUKIwBv+6ZRky21zI8GW4Nfj+qum8UUGdcl3DXwMf4I1ASkxKSGIhkgeIQTuGnEXytxlPm9PiUnBwxMfhs1ki3BkRETBi9ZqGlsdfQu63VFRlI8VRUlRFCVPUZQ8ALsA1CiK8k3IotORk5O0QPa06quqcVXFVRiXNW5AcZF2hKKSVuouZdJPmmAz2fDgGQ/22ADWZrThfyf+L5Jj2PFBRNElWpM0bmTtG/dJU4mT2x0L4/pvdexS4vZdSatJqcG8ofMGHBdpRygmPPZWeSCKRpmOTPxq7K8gcOLCwy/G/gLlieUSoyIiCk60juHPiGWS5kvIkrTOitqBUB1Pb05O0vzZI62Lr3ZHt82N+8bfB5MhNNP8SBtCUUmrSKoYeCBEKjI6czRurL4RQMeI/km5kyRHREQUHFbStIWv4lUiNTa1+31/hoZ0yXXmwma0obm9GQAgIHDv2Hu5boh6SLAmwGVx4Wjr0aCPwe0cSIuuqbwGCbYEXFRykexQiIiCFq2D4pik+cZ2R5UItt3RaDCiKL6o++PvV30fIzNGhjQ20gYhxICqaYm2xKA2AiZSO4MwYHbpbK63JKKoFq3tjlmO0GwRpDVM0lSi68Wv0+xEkj0poMd2bWpdn16PayuvDXlspB0DWZc2JGkIX8QSERGplN1kR2pMav93VBGXxYV4W7zsMFSJSZpK2E12JFgTUBBfEPAL4eKEYiTbk/HLsb+E0WAMU4SkBYFMDj0d16MRERGpW7StS4vWFs1IYJKmImmxaQGtR+syOHEwfj3u1wFX4Eh/BlJJY5JGRESkbtHW8hht8UYSB4eoSFpsGgri/J/s2KU6pTr0wZAmMUkjIiLSrlBstxNJTNJ6x0qaiqTHpgdVSSPyV44rBwYR+I99jjOnx6a/REREpC7R1j4YbfFGEpM0FQm2kkbkL4vREtSmkayiERERqV/UrUljJa1XTNJUpDC+kCPOKeyCGcPP/dGIiIjUL8uZFVTHjCyspPUuev4XdaA2tTaqfrAoOgXTr85KGhERkfpZjJZT9t5VM6fFiXhrvOwwVIsZgYrEmGNkh0A6EOgYfpMwYZB7UJiiISIiolCKlpbHHGcO91/tA5M0Ip0JtJJWnFAMm8kWnmCIiIgopKKlhTBa4pSFSRqRzgS6Jo2tjkRERNEjaippHBrSJyZpRDqTbE9GjMn/1loODSEiIooeTNK0gUkakc4IIQKqprGSRkREFD2iJklju2OfmKQR6ZC/69LsJjv37iMiIooiGY4MmIRJdhj9YiWtb0zSiHSoJKHEr/uVJ5bDaDCGORoiIiIKFZPBhExnpuww+uQwO5BgTZAdhqoxSSPSoXOLzoXFYOn3flyPRkREFH3U3vKY4+L4/f4wSSPSoSR7Es4rOq/f+3E9GhERUfRR+3ovtcenBkzSiHTq8sGXwyD6/hXAShoREVH0UXslLduZLTsE1WOSRqRT2a5sTM6d3Ovtbpsb6bHpEYyIiIiIQkHtQznUnkSqAZM0Ih27suLKXm8bkjSE/eJERERRyN8pzrKoPYlUAyZpRDpWlliGkekjfd7G9WhERETRKS02DTajTXYYvWK7Y/+YpBHp3FVDrvL5eSZpRERE0ckgDMiPy5cdhk+x5lgk2hJlh6F6TNKIdG542nAMThzc4/MViUzSiIiIolVRfJHsEHzKcXL8vj9Usx15W1sbdu3ahebmZtmhUAjZbDZkZWXBbDbLDoV6IYTAlRVX4rYVt3V/LtuZjXhbvLygiIiIaEAK4gtkh+AT16P5RzVJ2q5du+B0OpGXl8fsWiMURcHBgwexa9cu5Oers+ROHc7MORO5rlxsP7odAFsdiYiIop2aK2nUP9W0OzY3NyMxMZEJmoYIIZCYmMjqaBQwGoz43uDvdX/M/dGIiIiiW2FcoewQfOLQEP+oJkkDwARNg/h/Gj1mFs5Ekj0JAJM0IiKiaJfhyFDlhEfukeYfVSVpshmNRlRXV3e/3XvvvQCACRMmYM2aNX0+Ni8vDwcOHDjlc4cPH8bvfve7Ph83atSogONcvHgx7r///oAf18Wfr6c/v/jFLwb0eFIfq9GKS8suhVEYUeoulR0OERERDYDRYFTlhEeuSfMPk7ST2O12rF+/vvvtzjvvHNDx+krS2tvbAQArV64c0DlkYZKmTbNLZ2NoylDYTXbZoRAREdEAqW14SIwphuP3/cQkLUCvvfYaRo4ciZqaGlx00UVobGw85fbjx49j6tSpePzxx3HnnXdi69atqK6uxoIFC7B8+XKcccYZmDt3LoYM6WgnczgcAIA9e/Zg3LhxqK6uRkVFBd5++20AwL///W/U1NSgqqoKZ555Zvd5Nm3ahAkTJqCgoAAPP/xw9+f/8pe/YPjw4aiursZ1113XnQz2Z9u2bRg7dixqampQU1PTnTz6iuvOO+/E8ePHUV1djUsuuST4byapjtPixI/qfyQ7DCIiIgoBtQ0PyXFx/L6/VDPd8RS33AKsXx/aY1ZXAw891OdduhKPLgsXLsTFF1/c/fGBAwfws5/9DK+//jpiY2Pxq1/9Cg888AAWLVoEAGhsbMR3vvMdXHbZZbjsssswadIkbNy4Ees7v5bly5fjgw8+wMaNG3tMO3z66acxZcoU3HXXXWhvb0dTUxP279+Pa665Bm+99Rby8/Nx6NCh7vt/+umnePPNN9HQ0IDS0lJ8//vfxxdffIFnn30W7777LsxmM2644QY89dRTuOyyy/r99qSkpOA///kPbDYbtmzZgjlz5mDNmjU+4xo7diweeeSR7q+LtKUwXp0LjYmIiCgwBXHqqqRxaIj/1JmkSdLV7tib9957D5s2bcLo0aMBAK2trRg5cmT37eeeey5++MMf9lldGj58uM9x9HV1dbjyyivR1taG8847D9XV1Vi+fDnGjRvXfX+32919/+nTp8NqtcJqtSIlJQV79+7Ff//7X6xduxZ1dXUAOpLOlJQUv772trY2zJs3D+vXr4fRaMTnn3/ea1xEREREpH5qq6RxaIj/1Jmk9VPxkkVRFEyaNAnPPPOMz9tHjx6NV155BXPnzu21lBsbG+vz8+PGjcNbb72Fl19+Gd/97nexYMECxMfH93ocq9Xa/b7RaITH44GiKPje976HX/7ylwF+ZcCDDz6I1NRUbNiwAV6vFzabrde4/KnMEREREZFcmY5MWI1WtLS3yA4FAPdICwTXpAWgvr4e7777Lr744gsAQFNTU3fFCQDuueceJCYm4oYbbgAAOJ1ONDQ0+HXs7du3IyUlBddccw2uuuoqrFu3DiNHjsSKFSvw1VdfAcAp7Y6+nHnmmXjuueewb9++7vtv377dr/MfOXIE6enpMBgM+POf/9y9ls1XXABgNpvR1tbm17GJiIiIKPLUNuGR7Y7+Y5J2kq41aV1vp093TE5OxpNPPok5c+agsrIS9fX1+PTTT0+5z0MPPYTm5mb88Ic/RGJiIkaPHo2KigosWLCgz3MvX74c1dXVGDp0KJYtW4b58+cjOTkZjz32GC644AJUVVWdsj7Ol/LycvzsZz/D5MmTUVlZiUmTJmHPnj0+7zt9+nRkZWUhKysLF110EW644Qb86U9/Qn19PT7//PPuip+vuADg2muvRWVlJQeHEBEREamYmtalsd3Rf0JRlIiftLa2Vjl9n67NmzejrKws4rFQ+PH/loiIiEiOxz96HA9/+HD/dwwzu8mO9+e+z+mOJxFCrFUUpdbXbaykERERERFplFr2Sst2ZjNBCwCTNCIiIiIijSqMU8fWOmx1DAyTNCIiIiIijcpyZsFisMgOg0NDAsQkjYiIiIhIo0wGE/Li8mSHwUpagJikERERERFpWGG8/JZHVtICwySNiIiIiEjD1LAujRtZB4ZJ2kmMRiOqq6tRUVGBiy66CE1NTZgwYQJeffXVU+730EMPdW9Y7evxXW/33ntvpEInIiIiIvKpKL5I6vltRhtSYlKkxhBtTLID6E3enS+H9Hjb7p3e733sdjvWr18PALjkkkuwZMkSzJkzB0uXLsWUKVO677d06VLcd999fT6+N+3t7TAajQHFTkREREQULNlj+LNdHL8fKFbSejF27Fh88cUXuPDCC/HSSy+hpaUFALBt2zZ8/fXXGDNmjN/HysvLwz333IMxY8bg2WefPaXaZjQasX37duzfvx+zZs1CXV0d6urq8O677wIAFi9ejPvvv7/7WBUVFdi2bRsA4Kc//SkGDRqESZMmYc6cOd33mzBhAro2Cz9w4ADy8vIAAE8++SQuuOACTJ06FcXFxfjhD3/Yfdw//vGPKCkpwYQJE3DNNddg3rx5QX/viIiIiEg9sp3ZMBvM0s6f6+TQkECptpImk8fjwSuvvIKpU6ciMTERw4cPx7///W+ce+65WLp0KS6++GKfVwOOHz+O6urq7o8XLlyIiy++GABgs9nwzjvvAADmzp0LAHj00UexYsUK5ObmYu7cubj11lsxZswY7NixA1OmTMHmzZt7jXHNmjVYtmwZPvzwQ3g8HtTU1GDYsGH9fm3r16/Hhx9+CKvVitLSUtx0000wGo346U9/inXr1sHpdGLixImoqqoK5FtGRERERCrVNeFxy7dbpJw/28WhIYFiknaSk5OssWPH4qqrrgKA7pbHriTtiSee8Pn4vtodu5K1Lu+++y7+8Ic/4O233wYAvP7669i0aVP37UePHkVDQ0Ovsb7zzjs499xzYbfbAQDnnHOOX1/jmWeeibi4OABAeXk5tm/fjgMHDmD8+PFwu90AgIsuugiff/65X8cjIiIiIvUriiuSlqRxaEjgmKSdpLck67zzzsMPfvADrFu3DsePH0dNTU3Ax46Nje1+f8+ePbjqqqvw4osvwuFwAAC8Xi9WrVrVnXR1MZlM8Hq93R83NzcDABRF6fVcJz+m6/5drFZr9/tGoxEej6fPYxERERFR9JO5Lo17pAWOa9L84HA4MGHCBFx55ZWYM2fOgI7V1taG2bNn41e/+hVKSkq6Pz958mQ88sgj3R93JYt5eXlYt24dAGDdunX46quvAABjxozBP//5TzQ3N6OxsREvv3xi0EpeXh7Wrl0LAHjuuef6jWn48OFYsWIFvv32W3g8HixbtmxAXyMRERERqYvMvdKYpAWOSZqf5syZgw0bNuA73/lOr/fpapfservzzjt73GflypVYvXo1fvzjH3ff7+uvv8bDDz+MNWvWoLKyEuXl5ViyZAkAYNasWTh06BCqq6vx+9//vjuxq6urw8yZM1FVVYULLrgAtbW13W2Mt99+O37/+99j1KhROHDgQL9fW2ZmJv7nf/4HI0aMwFlnnYXy8vLuYxERERFR9JOVpKXGpHL8fhCEjFa32tpapWv6YJfNmzejrKws4rFEs8bGRjgcDjQ1NWHcuHF47LHHgmrFPPlYHo8H559/Pq688kqcf/75IYmT/7dEREREcrV52zD8qeHweD0RPe+k3El4YMIDET1ntBBCrFUUpdbXbaykRbFrr70W1dXVqKmpwaxZs4JO0ICOUf9dG3nn5+fjvPPOC12gRERERCSV2WBGnisv4uetSubE8GBwcEgUe/rpp0N2rJP3YiMiIiIi7SmML8QXh7+I6DmZpAWHlTQiIiIiIh2I9Lo0k8GEskQueQkGkzQiIiIiIh0ojItsklbmLoPVaO3/jtQDkzQiIiIiIh0oii+K6PnY6hg8JmlERERERDqQ7cqGSURuJEVlcmXEzqU1TNJOIoTAbbfd1v3x/fffj8WLF/f5mOXLl2PlypV93mfx4sUczEFEREREUpkN5ohuLM1KWvDUO91xcYg3U158pN+7WK1W/P3vf8fChQuRlJTk12GXL18Oh8OBUaNGDTRCIiIiIqKwKowvxNYjW8N+niR7EtJj08N+Hq1iJe0kJpMJ1157LR588MEet+3fvx+zZs1CXV0d6urq8O6772Lbtm1YsmQJHnzwQVRXV+Ptt99GdXV195vdbseKFSsAABs2bMDEiRNRXFyMxx9/vPu49913H+rq6lBZWYkf//jHAIAlS5Z0HyM/Px9nnHEGAMDhcHQ/7rnnnsPll18OANi6dSvq6+tRV1eHRYsWnXI/IiIiIqIukZrwWJlUCSFERM6lReqtpEly4403orKyEj/84Q9P+fz8+fNx6623YsyYMdixYwemTJmCzZs34/rrr4fD4cDtt98OAFi/fj0A4J///Cd+/etfY9SoUXjzzTfx0Ucf4b333sOxY8cwdOhQTJ8+HRs3bsSWLVvwwQcfQFEUzJw5E2+99Rauv/56XH/99Whra8PEiRPxgx/8oM+Y58+fj/nz52POnDlYsmRJWL4vRERERBT9IpWkVaWw1XEgmKSdxuVy4bLLLsPDDz8Mu93e/fnXX38dmzZt6v746NGjaGho8HmMLVu2YMGCBXjjjTdgNpsBAOeeey7sdjvsdjvOOOMMfPDBB3jnnXfw2muvYejQoQCAxsZGbNmyBePGjQPQkXxNnDgR55xzTp8xr1q1Cv/4xz8AAHPnzu1OGImIiIiIThapMfyVSRwaMhBM0ny45ZZbUFNTgyuuuKL7c16vF6tWrTolcfPl2LFjmD17Nh5//HFkZGR0f/70cq8QAoqiYOHChbjuuut6HOfJJ5/E9u3b8cgjj/g8RnNzc8BfFxERERHpW25cLhxmBxrbGsN2DqMwYnDS4LAdXw+4Js0Ht9uN2bNn449//GP35yZPnnxKwtTV1uh0Ok+pqF1xxRW44oorMHbs2FOO+cILL6C5uRkHDx7E8uXLUVdXhylTpuCJJ55AY2PHD8nu3buxb98+rF27Fvfffz/+8pe/wGA48V+UmpqKzZs3w+v14vnnn+/+fH19PZYtWwYAWLp0aei+EURERESkKWaDGVPypoT1HCUJJbCb+i5sUN+YpPXitttuw4EDB7o/fvjhh7FmzRpUVlaivLy8e+3XOeecg+effx7V1dVYsWIFnnvuOTzxxBPdgz/WrFkDABg+fDimT5+O+vp63H333cjIyMDkyZMxd+5cjBw5EkOGDMGFF16IhoYGPPLIIzh06BDOOOMMVFdX4+qrrwYA3HvvvZgxYwYmTpyI9PQT03IeeughPPDAAxg+fDj27NmDuLgQT8YkIiIiIs2YWTgzrMfn6P2BE4qiRPyktbW1Slfy0mXz5s0oKyuLeCxa0NTUBLvdDiEEli5dimeeeQYvvPCC7LC68f+WiIiISD0URcHZfz8buxp3heX4vxjzC5xT2PdMBQKEEGsVRan1dduAK2lCiJuEEJ8JIT4RQvx6oMejwK1duxbV1dWorKzE7373O/zmN7+RHRIRERERqZQQIqzVtOrk6rAdWy8GNDhECHEGgHMBVCqK0iKESAlNWBSIsWPHYsOGDbLDICIiIqIoMaNwBn634XchP26CNQFZzqyQH1dvBlpJ+z6AexVFaQEARVH2DTwkIiIiIiIKp2xnNmpSakJ+3KrkKm5iHQIDTdJKAIwVQrwvhFghhKjr7Y5CiGuFEGuEEGv2798/wNMSEREREdFAnFt0bsiPWZnM/dFCod8kTQjxuhBio4+3c9HRLpkAoB7AAgB/Fb2kzoqiPKYoSq2iKLXJyckh/SKIiIiIiCgwk3InwWq0hvSYnOwYGv2uSVMU5azebhNCfB/A35WOEZEfCCG8AJIAsFRGRERERKRiTosTE3Mm4pWvXgnJ8QzCwE2sQ2Sg7Y7/ADARAIQQJQAsAA709QA1E0Lgtttu6/74/vvvx+LFi/t8zPLly7Fy5cqgzrdmzRrcfPPNQT02UC+++CLuvffeiJyLiIiIiKLDuYWha3ksii9CrDk2ZMfTswFNdwTwBIAnhBAbAbQC+J4Soo3XhvxpSCgO0+3j733c732sViv+/ve/Y+HChUhKSvLruMuXL4fD4cCoUaMCjqm2tha1tT63Rgi5mTNnYubM8G5cSERERETRpT69Hsn2ZOw/PvBGOLY6hs6AKmmKorQqinKpoigViqLUKIryRqgCk8FkMuHaa6/Fgw8+2OO2/fv3Y9asWairq0NdXR3effddbNu2DUuWLMGDDz6I6upqvP3226iuru5+s9vtWLFiBY4dO4Yrr7wSdXV1GDp0aPdG08uXL8eMGTMAAIsXL8aVV16JCRMmoKCgAA8//DAA4NixY5g+fTqqqqpQUVGBZ599FgCQl5eHO+64A8OHD8fw4cPxxRdf9BonADz55JOYN28eAOBvf/sbKioqUFVVhXHjxvW4HQBmzJiB5cuXAwAcDgfuuusuVFVVob6+Hnv37gUAbN26FfX19airq8OiRYvgcDhC+v9BREREROFlNBgxo2BGSI7FoSGhM+DNrLXmxhtvxFNPPYUjR46c8vn58+fj1ltvxerVq7Fs2TJcffXVyMvLw/XXX49bb70V69evx9ixY7F+/XqsX78eP/3pT1FbW4tRo0bh5z//OSZOnIjVq1fjzTffxIIFC3Ds2LEe5/7000/x6quv4oMPPsBPfvITtLW14d///jcyMjKwYcMGbNy4EVOnTu2+v8vlwgcffIB58+bhlltu6TXO091zzz149dVXsWHDBrz44ov9fk+OHTuG+vp6bNiwAePGjcPjjz/efa758+dj9erVyMjICOTbTEREREQqcU7hOSE5DitpoTPQdkfNcblcuOyyy/Dwww/Dbrd3f/7111/Hpk2buj8+evQoGhoafB5jy5YtWLBgAd544w2YzWa89tprePHFF3H//fcDAJqbm7Fjx44ej5s+fTqsViusVitSUlKwd+9eDBkyBLfffjvuuOMOzJgxA2PHju2+/5w5c7r/vfXWW/2Oc/To0bj88ssxe/ZsXHDBBf1+TywWS3fFb9iwYfjPf/4DAFi1ahX+8Y9/AADmzp2L22+/vd9jEREREZG6FCcUo8xdhs2HNgd9DJfFhVxXbgij0jcmaT7ccsstqKmpwRVXXNH9Oa/Xi1WrVp2SuPly7NgxzJ49G48//nh3dUlRFCxbtgylpaWn3LerbbCL1XpiBKrRaITH40FJSQnWrl2Lf/3rX1i4cCEmT56MRYsWAcApGwV2ve9PnEuWLMH777+Pl19+GdXV1Vi/fj1MJhO8Xm/3fZqbm7vfN5vN3cfviouIiIiItOPconOx+YPgk7TK5EoYBJv0QoXfSR/cbjdmz56NP/7xj92fmzx5Mh555JHuj9evXw8AcDqdp1SqrrjiClxxxRWnVLymTJmC//3f/0XXTJUPP/zQ71i+/vprxMTE4NJLL8Xtt9+OdevWdd/WtT7t2WefxciRI/uM82Rbt27FiBEjcM899yApKQk7d+5EXl4e1q9fD6/Xi507d+KDDz7oN7b6+nosW7YMALB06VK/vyYiIiIiUpdp+dNgEsHXb7geLbSYpPXitttuw4EDJ3YTePjhh7FmzRpUVlaivLwcS5YsAQCcc845eP7551FdXY0VK1bgueeewxNPPNE9PGTNmjW4++670dbWhsrKSlRUVODuu+/2O46PP/4Yw4cPR3V1NX7+85/jRz/6UfdtLS0tGDFiBH772992DzvpLc6TLViwAEOGDEFFRQXGjRuHqqoqjB49Gvn5+d3tlTU1Nf3G9tBDD+GBBx7A8OHDsWfPHsTFxfn9dRERERGRerhtbozJGhP047keLbREiCbmB6S2tlZZs2bNKZ/bvHkzysrKIh5LtMrLy8OaNWv83iogHJqammC32yGEwNKlS/HMM890T648Gf9viYiIiNTv9e2v49blt/p137TYNOQ6c5HrykWOKwcXlVyEGHNMmCPUFiHEWkVRfO7HxTVpFLS1a9di3rx5UBQF8fHxeOKJJ2SHRERERERBGpc1DotHLu71dpe1YzhItjMbdlPfcxpoYJikRalt27bJDgFjx47Fhg0bZIdBRERERCFgMVowq2SW7DAIXJNGRERERESkKkzSiIiIiIiIVIRJGhERERERkYowSSMiIiIiIlIRJmmdbr31Vjz00EPdH0+ZMgVXX31198e33XYbHnjgAbz44ou49957Azr25Zdfjueee87n5/Pz87v3VBs1alTQ8RMRERERkTaodrrj5kGh3Ver7NPNfd4+atQo/O1vf8Mtt9wCr9eLAwcO4OjRo923r1y5Eg899BBGjBiBmTNnhiyu++67DxdeeGGvt3s8HphMqv1vIiIiIiKiEGMlrdPo0aOxcuVKAMAnn3yCiooKOJ1OfPvtt2hpacHmzZsxdOhQPPnkk5g3bx6AjkrYzTffjFGjRqGgoKC7WqYoCubNm4fy8nJMnz4d+/btCyiWxYsX49prr8XkyZNx2WWX4eqrr+6utiUnJ+MnP/kJgI4Er66uDpWVlfjxj38MoGM0f0VFRfex7r//fixevBgAsHr1alRWVmLkyJFYsGBB9/1O/poAYMaMGVi+fDkAwOFw4K677kJVVRXq6+uxd+9eAMDWrVtRX1+Puro6LFq0CA6HI6CvkYiIiIiIfGOS1ikjIwMmkwk7duzAypUrMXLkSIwYMQKrVq3CmjVrUFlZCYvF0uNxe/bswTvvvIOXXnoJd955JwDg+eefx2effYaPP/4Yjz/+eHfy58uCBQu6E7BLLrmk+/Nr167FCy+8gKeffhp/+MMfsH79erzwwgtITEzE5Zdfjtdeew1btmzBBx98gPXr12Pt2rV46623+vwar7jiCixZsgSrVq2C0Wj06/ty7Ngx1NfXY8OGDRg3bhwef/xxAMD8+fMxf/58rF69GhkZGX4di4iIiIiI+sck7SRd1bSuJG3kyJHdH/e2Xuy8886DwWBAeXl5d5Xprbfewpw5c2A0GpGRkYGJEyf2es777rsP69evx/r16/HUU091f37mzJmw20/s5N7c3IyLLroIjzzyCHJzc/Haa6/htddew9ChQ1FTU4NPP/0UW7Zs6fU8hw8fRkNDQ/fXMXfuXL++JxaLBTNmzAAADBs2rHsT7VWrVuGiiy4K6FhERERERNQ/LnY6yahRo7By5Up8/PHHqKioQHZ2Nn7zm9/A5XLhyiuv9PkYq9Xa/b6iKN3vCyEGFEtsbOwpH19//fW44IILcNZZZ3Wfa+HChbjuuutOud+uXbvg9Xq7P25ubu4R2+lMJpPPxwCA2Wzu/lqMRiM8Hk+QXxEREREREfmDlbSTjB49Gi+99BLcbjeMRiPcbjcOHz6MVatWYeTIkX4fZ9y4cVi6dCna29uxZ88evPnmmwOK69FHH0VDQ0N3OyXQMX3yiSeeQGNjIwBg9+7d2LdvH1JTU7Fv3z4cPHgQLS0teOmllwAACQkJcDqdeO+99wAAS5cu7T5WXl4e1q9fD6/Xi507d+KDDz7oN6b6+nosW7asx7GIiIiIiGhgWEk7yZAhQ3DgwIFT2veGDBmCxsZGJCUl+X2c888/H2+88QaGDBmCkpISjB8/vtf7LliwAD/72c+6P/aVIN1///0wm82orq4G0FFVu/7667F58+bu5NHhcOAvf/kLUlJSsGjRIowYMQL5+fkYNGhQ93H++Mc/4pprrkFsbCwmTJiAuLg4AB3JaX5+PoYMGYKKigrU1NT0+zU+9NBDuPTSS/Gb3/wG06dP7z4WERERERENjOirDS5camtrlTVr1pzyuc2bN6OsLLRj9+lUjY2N3VMY7733XuzZswe//e1vgzpWU1MT7HY7hBBYunQpnnnmGbzwwgs+78v/WyIiIiKiUwkh1iqKUuvrNlbSdOTll1/GL3/5S3g8HuTm5uLJJ58M+lhr167FvHnzoCgK4uPj8cQTT4QuUCIiIiIiHWOSpiMXX3wxLr744pAca+zYsdiwYUNIjkVERERERCdwcAgREREREZGKqCpJk7E+jsKL/6dERERERIFRTZJms9lw8OBBvqjXEEVRcPDgQdhsNtmhEBERERFFDdWsScvKysKuXbuwf/9+2aFQCNlsNmRlZckOg4iIiIgoaqgmSTObzcjPz5cdBhERERERkVSqaXckIiIiIiIiJmlERERERESqwiSNiIiIiIhIRYSMaYpCiAYAn0X8xET+iwNwRHYQRH3gc5TUjM9PUjs+R0kNShVFcfq6QdbgkM8URamVdG6ifgkhHlMU5VrZcRD1hs9RUjM+P0nt+BwlNRBCrOntNrY7Evn2T9kBEPWDz1FSMz4/Se34HCVVk9XuuIaVNCIiIiIi0qu+ciJZlbTHJJ2XiIiIiIhIDXrNiaQkaYqiMEkj1RBCPCGE2CeE2HjS5y4SQnwihPAKIVj1JWl6eX7eJ4T4VAjxkRDieSFEvMQQSed6eY7+tPP5uV4I8ZoQIkNmjKRvvp6jJ912uxBCEUIkyYiN9K2vnIhr0oiAJwFMPe1zGwFcAOCtiEdDdKon0fP5+R8AFYqiVAL4HMDCSAdFdJIn0fM5ep+iKJWKolQDeAnAokgHRXSSJ9HzOQohRDaASQB2RDogov6EPUnr5QqbWwjxHyHEls5/E8IdB1FvFEV5C8Ch0z63WVEUbhNB0vXy/HxNURRP54fvAciKeGBEnXp5jh496cNYAJFfAE/UyddztNODAH4IPj9JhSJRSXsSPa9e3Angv4qiFAP4b+fHREQUuCsBvCI7CKLTCSF+LoTYCeASsJJGKiOEmAlgt6IoG2THQuRL2JO0Xq5enAvgT53v/wnAeeGOg4hIa4QQdwHwAHhKdixEp1MU5S5FUbLR8fycJzseoi5CiBgAd4EXD0jFZK1JS1UUZQ8AdP6bIikOIqKoJIT4HoAZAC5RZOylQuS/pwHMkh0E0UkKAeQD2CCE2IaOlvF1Qog0qVERncQkOwAiIgqMEGIqgDsAjFcUpUl2PESnE0IUK4qypfPDmQA+lRkP0ckURfkYJxUIOhO1WkVRDkgLiug0sippe4UQ6QDQ+e8+SXEQQQjxDIBVAEqFELuEEFcJIc4XQuwCMBLAy0KIV+VGSXrl6/kJ4BEATgD/6RxxvkRqkKRrvTxH7xVCbBRCfARgMoD5UoMkXevlOUqkaiISXTJCiDwALymKUtH58X0ADiqKcq8Q4k4AbkVRfhj2QIiIiIiIiFQu7Ela59WLCQCSAOwF8GMA/wDwVwA56Nib4iJFUXyNRiUiIiIiItKViFTSiIiIiIiIyD+y1qQRERERERGRD0zSiIiIiIiIVCSsSZoQojGcxyciIiIiItIaVtKIiIiIiIhUJOxJmhBighDipZM+fkQIcXnn+9uEED8RQqwTQnwshBgU7niIiIiIiIjUTA2VtAOKotQA+D2A22UHQ0REREREJJMakrS/d/67FkCexDiIiIiIiIiki0SS5jntPLbTbm/p/LcdgCkC8RAREREREalWJJK07QDKhRBWIUQcgDMjcE4iIiIiIqKoFLbKlRDCBKBFUZSdQoi/AvgIwBYAH4brnERERERERNFOKIoSngMLUQXgcUVRhoflBERERERERBoUlnZHIcT1AJ4B8KNwHJ+IiIiIiEirwlZJIyIiIiIiosCpYQQ/ERERERERdQpJkiaEyBZCvCmE2CyE+EQIMb/z824hxH+EEFs6/03o/Hxi5/0bhRCPnHasOUKIj4UQHwkh/i2ESApFjERERERERNEgJO2OQoh0AOmKoqwTQjjRsTH1eQAuB3BIUZR7hRB3AkhQFOUOIUQsgKEAKgBUKIoyr/M4JgBfAyhXFOWAEOLXAJoURVk84CCJiIiIiIiiQEgqaYqi7FEUZV3n+w0ANgPIBHAugD913u1P6EjcoCjKMUVR3gHQfNqhROdbrBBCAHChI2kjIiIiIiLShZDvkyaEyENHlex9AKmKouwBOhI5IURKX49VFKVNCPF9AB8DOIaOfdVuDHWMREREREREahXSwSFCCAeAZQBuURTlaBCPNwP4PjqSvAx0bIC9MJQxEhERERERqVnIkrTOBGsZgKcURfl756f3dq5X61q3tq+fw1QDgKIoW5WOxXJ/BTAqVDESERERERGpXaimOwoAfwSwWVGUB0666UUA3+t8/3sAXujnULsBlAshkjs/noSO9W1ERERERES6EKrpjmMAvI2OtWTezk//DzrWpf0VQA6AHQAuUhTlUOdjtqFjMIgFwGEAkxVF2SSEuB7AfABtALYDuFxRlIMDDpKIiIiIiCgKhCRJIyIiIiIiotAI6eAQIiIiIiIiGhgmaURERERERCrCJI2IiIiIiEhFmKQRERERERGpCJM0IiIiIiIiFWGSRkREmiCEiBdC3ND5foYQ4jnZMREREQWDI/iJiEgThBB5AF5SFKVCdixEREQDYZIdABERUYjcC6BQCLEewBYAZYqiVAghLgdwHgAjgAoAvwFgAfBdAC0AzlYU5ZAQohDAowCSATQBuEZRlE8j/UUQERGx3ZGIiLTiTgBbFUWpBrDgtNsqAMwFMBzAzwE0KYoyFMAqAJd13ucxADcpijIMwO0AfheJoImIiE7HShoREenBm4qiNABoEEIcAfDPzs9/DKBSCOEAMArA34QQXY+xRj5MIiIiJmlERKQPLSe97z3pYy86/hYaABzurMIRERFJxXZHIiLSigYAzmAeqCjKUQBfCSEuAgDRoSqUwREREfmLSRoREWmCoigHAbwrhNgI4L4gDnEJgKuEEBsAfALg3FDGR0RE5C+O4CciIiIiIlIRVtKIiIiIiIhUhEkaERERERGRijBJIyIiIiIiUhEmaURERERERCrCJI2IiIiIiEhFmKQRERERERGpCJM0IiIiIiIiFWGSRkREREREpCL/P02RddcDGoahAAAAAElFTkSuQmCC\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{},"cell_type":"markdown","source":"# 3) Erweiterungen "},{"metadata":{},"cell_type":"markdown","source":"## Basissystem"},{"metadata":{"trusted":true},"cell_type":"code","source":"# Basisnetzwerk implementieren:\nnetwork_modified= pypsa.Network()\nnetwork_modified.set_snapshots(pv_infeed.index)\nnetwork_modified.snapshot_weightings = pd.Series(data = 1/1, index = network.snapshots) #Jeder Zeitpunkt repräsentiert 60 Minuten also 1 Stunde.\n\n\n#Stromknoten definieren\nnetwork_modified.add(\"Bus\", \n            name = \"electricity\")\n\n#Wärmeknoten definieren\nnetwork_modified.add(\"Bus\", \n            name = \"thermal\")\n\n\n# Elektrische Last\nnetwork_modified.add(\"Load\", \n            name =\"electricity_load\", \n            bus = \"electricity\", \n            p_set = electrical_load.power_kw)\n\n# Thermische last\nnetwork_modified.add(\"Load\", \n            name =\"thermal_load\", \n            bus = \"thermal\", \n            p_set = thermal_load.power_kw)\n\n\n#PV-Anlage\nnetwork_modified.add(\"Generator\", \n            name = \"pv\",\n            bus = \"electricity\", \n            p_nom = pv[\"electrical_power\"], \n            p_max_pu = pv_infeed.p_max_pu, \n            marginal_cost = 0)\n\n#Wind-Anlage\nnetwork_modified.add(\"Generator\", \n            name = \"wind\",\n            bus = \"electricity\", \n            p_nom = wind[\"electrical_power\"], \n            p_max_pu = wind_infeed.p_max_pu, \n            marginal_cost = 0)\n\n#Heizkessel\nnetwork_modified.add(\"Generator\", \n            name = \"boiler\", \n            bus = \"thermal\", \n            p_nom = heating_boiler[\"thermal_power\"], efficiency=heating_boiler[\"efficiency\"], \n            marginal_cost = heating_boiler[\"gas_costs\"]/heating_boiler[\"efficiency\"])\n\n\n#Netzbezug\nnetwork_modified.add(\"Generator\", \n            name = \"grid_import\",\n            bus = \"electricity\", \n            p_nom = grid_import[\"electrical_power\"], \n            marginal_cost = grid_import[\"electricity_price\"])\n\n#Netzeinspeisung\nnetwork_modified.add(\"Generator\", \n            name = \"grid_export\",\n            bus = \"electricity\", \n            p_nom = grid_export[\"electrical_power\"], \n            marginal_cost = -grid_export[\"electricity_revenue\"], #Die Kosten müssen hier negativ sein, um Erlöse darzustellen\n            sign = -1) #Das Vorzeichen -1 sorgt hier dafür, dass der Generator Leistung aufnimmt und nicht abgibt.","execution_count":18,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"## Erweiterung implementieren"},{"metadata":{"trusted":true},"cell_type":"code","source":"# skizze","execution_count":19,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"### Elektrischer Speicher - Batterie"},{"metadata":{"trusted":true},"cell_type":"code","source":"# Batteriespeicher\n#Hier können Sie die Aufgabe mit dem Batteriespeicher implementieren\n# Hilfsknoten\nnetwork_modified.add(\"Bus\", \n            name = \"storage_electricity\")\n\n#Einspeicherleistung vom Knoten \"electricity\" zum Knoten \"storage_electricity\"\nnetwork_modified.add(\"Link\", \n            name = \"electrical_storage_charge\", \n            bus0 = \"electricity\", \n            bus1 = \"storage_electricity\", \n            p_nom = 2.4, # Ladeleistung\n            efficiency = math.sqrt(0.85) # Gesamtwirkungsgrad\n                    )\n#Ausspeicherleistung vom Knoten \"storage_electricity\" zum Knoten \"electricity\"\nnetwork_modified.add(\"Link\", \n            name = \"electricity_storage_discharge\", \n            bus0 = \"storage_electricity\", \n            bus1 = \"electricity\", \n            p_nom = 2.4, #Speicherleistung\n            efficiency = math.sqrt(0.85)  # Gesamtwirkungsgrad\n                    )\n#Speicher\nnetwork_modified.add(\"Store\", \n            name = \"electricity_storage\", \n            bus = \"storage_electricity\", \n            e_nom = 8.0, # Kapazität\n            e_cyclic = True, # Der Speicherfüllstand soll am Ende des Betrachtungszeitraumes wieder den Wert vom Anfang annehmen\n            capital_cost = 900) # annuitätische Kosten","execution_count":20,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"### Thermischer Speicher"},{"metadata":{"trusted":true},"cell_type":"code","source":"# Hilfsknoten\nnetwork_modified.add(\"Bus\", \n            name = \"storage_thermal\")\n\n#Einspeicherleistung vom Knoten \"thermal\" zum Knoten \"storage_thermal\"\nnetwork_modified.add(\"Link\", \n            name = \"hot_water_storage_charge\", \n            bus0 = \"thermal\", \n            bus1 = \"storage_thermal\", \n            p_nom = 12) # 12 kW Einspeicherleistung < Leistung Erdgaskessel\n\n#Ausspeicherleistung vom Knoten \"storage_thermal\" zum Knoten \"thermal\"\nnetwork_modified.add(\"Link\", \n            name = \"hot_water_storage_discharge\", \n            bus0 = \"storage_thermal\", \n            bus1 = \"thermal\", \n            p_nom = 12) # 12 kW Ausspeicherleistung < Leistung Erdgaskessel\n\n#Speicher\nnetwork_modified.add(\"Store\", \n            name = \"hot_water_storage\", \n            bus = \"storage_thermal\", \n            e_nom = 7,\n            e_cyclic = True, # Der Speicherfüllstand soll am Ende des Betrachtungszeitraumes wieder den Wert vom Anfang annehmen\n            capital_cost = 100   # annuitätische Kosten\n            #keine Selbstentladungsverluste   \n            )","execution_count":21,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"###  Wärmepumpe"},{"metadata":{"trusted":true},"cell_type":"code","source":"#Wärmepumpe\n#Hier können Sie die Aufgabe mit der Wärmepumpe implementieren. Geben Sie ihrer Wärmepumpe den namen \"heat_pump\"\nnetwork_modified.add(\"Link\", \n            name=\"heat_pump\", \n            bus0=\"electricity\", \n            bus1=\"thermal\", \n            p_nom=8.33,\n            efficiency = 3.26,\n            capital_cost = 1000 \n           )\n\n#https://www.stiebel-eltron.de/de/home/produkte-loesungen/erneuerbare_energien/waermepumpe/luft-wasser-waermepumpen/wpl_15_20_25_ac_s/wpl_20_a/technische-daten.html\n# !passende Raussuchen!","execution_count":22,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"## Simulation der Erweiterung"},{"metadata":{"trusted":true},"cell_type":"code","source":"# Simulation für den kompletten Zeitraum:\nnetwork_modified.lopf(solver_name = \"glpk\", pyomo = False) #Der Parameter pyomo = False hilft uns bei diesem Netzwerk RAM und Rechenzeit zu sparen.","execution_count":23,"outputs":[{"output_type":"stream","text":"INFO:pypsa.linopf:Prepare linear problem\n/srv/conda/envs/notebook/lib/python3.9/site-packages/pypsa/linopf.py:85: FutureWarning: Index.__or__ operating as a set operation is deprecated, in the future this will be a logical operation matching Series.__or__.  Use index.union(other) instead\n  ext_i = ext_i | n.generators.query('committable').index\n/srv/conda/envs/notebook/lib/python3.9/site-packages/pypsa/linopf.py:185: FutureWarning: Index.__and__ operating as a set operation is deprecated, in the future this will be a logical operation matching Series.__and__.  Use index.intersection(other) instead\n  if not (ext_i & com_i).empty:\nINFO:pypsa.linopf:Total preparation time: 1.21s\nINFO:pypsa.linopf:Solve linear problem using Glpk solver\nINFO:pypsa.linopf:Optimization successful. Objective value: 2.09e+04\n","name":"stderr"},{"output_type":"execute_result","execution_count":23,"data":{"text/plain":"('ok', 'optimal')"},"metadata":{}}]},{"metadata":{},"cell_type":"markdown","source":"## Kosten der Erweiterung"},{"metadata":{"trusted":true},"cell_type":"code","source":"# Ausführung der Auswertungsfunktion\nresults_with_modification, results_energy_with_modification = cost_share_evaluation(network_modified)\nprint(\"Der Eigenverbrauchsanteil am Stromverbrauch in der erweiterten Konfiguration beträgt \"\n      + str(round(results_with_modification[\"Eigenverbrauchsanteil\"]*100,2))\n      +\"%.\\n Dabei entstehen Stromkosten von \"\n      +str(round(results_with_modification[\"Stromkosten\"]/100,2))\n      +\"€, Gaskosten von \"\n      +str(round(results_with_modification[\"Gaskosten\"]/100,2))\n      +\"€ und EEG-Erlöse von \"\n      +str(round(results_with_modification[\"Stromerlöse\"]/100,2))\n      +\", wobei \" +str(round(results_with_modification[\"Nicht nutzbare Energie\"]/100,1))\n      + \"kWh PV-Strom abgeregelt werden müssen.\\n\"\n      +\" Die Gesamtkosten betragen \"+ str(round(results_with_modification[\"Gesamtkosten\"]/100,2)) \n      +\"€.\\n\"\n      +\"Gegenüber der Basiskonfiguration ist dies eine Erhöhung des Eigenverbrauchsanteils um \"\n      +str(round((results_with_modification[\"Eigenverbrauchsanteil\"]- results_base[\"Eigenverbrauchsanteil\"])*100,2))\n      +\" Prozentpunkte und eine Verringerung der Kosten um \"\n      +str(round((results_base[\"Gesamtkosten\"]-results_with_modification[\"Gesamtkosten\"])/100,2))\n      +\"€.\"\n     )","execution_count":24,"outputs":[{"output_type":"stream","text":"Der Eigenverbrauchsanteil am Stromverbrauch in der erweiterten Konfiguration beträgt 97.73%.\n Dabei entstehen Stromkosten von 66.76€, Gaskosten von 874.08€ und EEG-Erlöse von 731.52, wobei 0.0kWh PV-Strom abgeregelt werden müssen.\n Die Gesamtkosten betragen 209.32€.\nGegenüber der Basiskonfiguration ist dies eine Erhöhung des Eigenverbrauchsanteils um 28.76 Prozentpunkte und eine Verringerung der Kosten um 685.07€.\n","name":"stdout"}]},{"metadata":{},"cell_type":"markdown","source":"## Visualisierung des Vergleichs"},{"metadata":{"trusted":true},"cell_type":"code","source":"total_load = pd.concat([network_modified.loads_t.p_set['electricity_load'], network_modified.links_t.p0['heat_pump']], axis = 1)\ntotal_load.columns = ['Elektrische Last', 'Wärmepumpe']\nax = total_load.loc['06-10-18 00:00:00':'06-14-18 23:00:00'].plot(color = ['red', 'black'], legend = True, stacked = False)\ndf_figure_with_modification = pd.concat([network_modified.generators_t.p['pv'], network_modified.generators_t.p['grid_import'], -network_modified.generators_t.p['grid_export'],network.generators_t.p['wind']], axis = 1)\ndf_figure_with_modification.columns = ['PV Erzeugung', 'Netzbezug', 'Netzeinspeisung','Wind Erzeugung']\ndf_figure_with_modification.loc['06-10-18 00:00:00':'06-14-18 23:00:00'].plot(subplots = False, figsize=(15,10), kind= 'area', linewidth=0, ax = ax)","execution_count":25,"outputs":[{"output_type":"execute_result","execution_count":25,"data":{"text/plain":"<AxesSubplot:xlabel='time'>"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"<Figure size 1080x720 with 1 Axes>","image/png":"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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"energy_figure = pd.DataFrame([results_energy_base, results_energy_with_modification], index = ['Basis', 'Mit Modifikationen'])","execution_count":26,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"energy_figure.plot(kind='bar', stacked = True, figsize=(14,7), title = 'Elektrizitätsbilanz in kWh')","execution_count":27,"outputs":[{"output_type":"execute_result","execution_count":27,"data":{"text/plain":"<AxesSubplot:title={'center':'Elektrizitätsbilanz in kWh'}>"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"<Figure size 1008x504 with 1 Axes>","image/png":"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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{},"cell_type":"markdown","source":"# 4) Interpretation"},{"metadata":{},"cell_type":"markdown","source":"### Basis: \n\nsehr hohe Netzeinspeisung im Vergleich zum Eigenverbrauch - Tagsüber hohe Erzeugung bei geringer Last\nNetzbezug ergibt sich nachts durch Grundlast und wenig Erzeugung\nEigenverbrauch kann nachts nicht durch PV und Wind gedeckt werden - Dadurch muss Strom aus dem Netz bezogen werden\n\n### "}],"metadata":{"celltoolbar":"Raw Cell Format","kernelspec":{"name":"python3","display_name":"Python 3","language":"python"},"language_info":{"name":"python","version":"3.9.2","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"}},"nbformat":4,"nbformat_minor":4}