import gradio as gr import requests def get_solar_data(api_key, latitude, longitude, system_capacity, tilt, azimuth, array_type, module_type, losses): url = f'https://developer.nrel.gov/api/pvwatts/v6.json?api_key={api_key}&lat={latitude}&lon={longitude}&system_capacity={system_capacity}&azimuth={azimuth}&tilt={tilt}&array_type={array_type}&module_type={module_type}&losses={losses}' response = requests.get(url) data = response.json() return data def evaluate_solar_panels(api_key, latitude, longitude, annual_energy_consumption, panels): suitable_panels = [] for panel in panels: solar_data = get_solar_data(api_key, latitude, longitude, panel['system_capacity'], panel.get('tilt', 0), panel.get('azimuth', 180), panel.get('array_type', 1), panel.get('module_type', 0), panel.get('losses', 14)) annual_energy = solar_data['outputs']['ac_annual'] if annual_energy >= annual_energy_consumption: panel['annual_energy'] = annual_energy suitable_panels.append(panel) suitable_panels = sorted(suitable_panels, key=lambda x: x['cost']) return suitable_panels def solar_panel_evaluator(latitude, longitude, annual_energy_consumption): api_key = '7jjEPVEpY5cnTvfB5CJweAPtauqkua4LpYUT0FEa' panels = [ { "image_url":"https://cwuzkkgiia.cloudimg.io/https://www.topregal.com/out/pictures/generated/product/1/1600_1100_100/210206_223307_SPM420-108_Solarpanel_12er-Paket.jpg?w=1600&h=1100&org_if_sml=1", "url":"https://www.topregal.com/de/solartechnik/12-solarmodule-spm420-108-max-leistung-420-w-pro-modul-soloport.html", "system_capacity": 5.04, "tilt": 0, "azimuth": 180, "array_type": 0, "module_type": 0, "losses": 14, "cost": 1499.90 }, { "image_url":"https://cwuzkkgiia.cloudimg.io/https://www.topregal.com/out/pictures/generated/product/1/1600_1100_100/212193_224517_SPM420-108_schwarz_Solarpanel_top-frontal-mit-Verpackung.jpg?w=1600&h=1100&org_if_sml=1", "url":"https://www.topregal.com/de/solartechnik/36-solarmodule-spm420-108-schwarz-max-leistung-420-w-pro-modul-soloport.html", "system_capacity": 15.12, "tilt": 0, "azimuth": 180, "array_type": 0, "module_type": 0, "losses": 14, "cost": 2899.90 }, { "image_url":"https://cwuzkkgiia.cloudimg.io/https://www.topregal.com/out/pictures/generated/product/1/1600_1100_100/100836_221221_Solarpanel_Gesamt-flex.jpg?w=1600&h=1100&org_if_sml=1", "url":"https://www.topregal.com/de/solartechnik/solarmodul-fuer-cargobike-64-zellen-70-w.html", "system_capacity": 0.07, "tilt": 0, "azimuth": 180, "array_type": 0, "module_type": 0, "losses": 14, "cost": 119.90 }, { "image_url":"https://media.elektroshopwagner.de/images/40/fa/9c/340318_0_0.jpg", "url":"https://www.elektroshopwagner.de/product_info.php?info=p340318", "system_capacity": 0.41, "tilt": 30, "azimuth": 180, "array_type": 2, "module_type": 0, "losses": 14, "cost": 699.00 }, { "image_url":"https://m.media-amazon.com/images/I/51W7OTj6+9L._AC_SX425_.jpg", "url":"https://www.amazon.de/dp/B0B3RDKH1Z/", "system_capacity": 0.4, "tilt": 45, "azimuth": 180, "array_type": 3, "module_type": 0, "losses": 14, "cost": 503.36 }, { "image_url":"https://m.media-amazon.com/images/I/71Ihgr3NphL._SX425_.jpg", "url":"https://www.amazon.de/EPP-Solar%C2%AE-Balcony-Hoymiles-HMS-800W-2T-Inverter/dp/B0CK4RFCLM/", "system_capacity": 2.0, "tilt": 0, "azimuth": 180, "array_type": 1, "module_type": 0, "losses": 14, "cost": 449.00 }, { "image_url":"https://m.media-amazon.com/images/I/71MzmX9rbSL._AC_SX569_.jpg", "url":"https://www.amazon.de/PIANETA-Balcony-Station-Inverter-Throttle/dp/B0C9Q2L3MJ/", "system_capacity": 0.83, "tilt": 0, "azimuth": 180, "array_type": 1, "module_type": 0, "losses": 14, "cost": 319.95 }, { "image_url":"https://m.media-amazon.com/images/I/71c7bVpYKuL._SX425_.jpg", "url":"https://www.amazon.de/Portable-Monocrystalline-Charging-Controller-Waterproof/dp/B07JVJ47K3", "system_capacity": 0.08, "tilt": 0, "azimuth": 180, "array_type": 3, "module_type": 0, "losses": 14, "cost": 69.77 }, { "image_url":"https://cwuzkkgiia.cloudimg.io/https://www.topregal.com/out/pictures/generated/product/1/1600_1100_100/211432_223307_SPM420-108_Solarpanel_top-frontal_mit_Verpackung.jpg?w=1600&h=1100&org_if_sml=1", "url":"https://www.topregal.com/de/solartechnik/36-solarmodule-spm420-108-max-leistung-420-w-pro-modul-soloport.html?gmc=1&cur=0&gad_source=1&gclid=CjwKCAjw1K-zBhBIEiwAWeCOF4kI3I5NhMe-cWqb5vkPCBo6tiQzEf7XBsKdFD-dnh6YslCjfPXhwhoCasQQAvD_BwE", "system_capacity": 15.12, "tilt": 0, "azimuth": 180, "array_type": 0, "module_type": 0, "losses": 14, "cost": 2209.90 } ] suitable_panels = evaluate_solar_panels(api_key, latitude, longitude, annual_energy_consumption, panels) if suitable_panels: output_html = f"

Suitable Solar Panels for Latitude {latitude}, Longitude {longitude}:

" output_html += "
" for panel in suitable_panels: output_html += "
" output_html += f"" output_html += "
" output_html += f"System Capacity: {panel.get('system_capacity', 'N/A')} kW
" output_html += f"Tilt: {panel.get('tilt', 'N/A')} degrees
" output_html += f"Azimuth: {panel.get('azimuth', 'N/A')} degrees
" output_html += f"Array Type: {panel.get('array_type', 'N/A')}
" output_html += f"Module Type: {panel.get('module_type', 'N/A')}
" output_html += f"Losses: {panel.get('losses', 'N/A')}%
" output_html += f"Cost: ${panel.get('cost', 'N/A')}
" output_html += f"Annual Energy Output: {panel.get('annual_energy', 'N/A'):.2f} kWh
" output_html += f"View" output_html += "
" output_html += "
" output_html += "
" return output_html else: return "

No suitable solar panel setup found.

" iface = gr.Interface( fn=solar_panel_evaluator, inputs=[ gr.Number(label="Latitude", minimum=-90, maximum=90, value=40.7128), gr.Number(label="Longitude", minimum=-180, maximum=180, value=-74.0060), gr.Number(label="Annual Energy Consumption (kWh)", minimum=0, maximum=200000000,value=2000) ], outputs=gr.HTML(), title="Solar Panel Evaluator", description="Find the best solar panels for your location based on energy needs and budget." ) iface.launch()