{"id":21731568,"url":"https://github.com/paulhex6/wind-turbine","last_synced_at":"2026-05-16T13:32:07.443Z","repository":{"id":252430127,"uuid":"840396919","full_name":"PaulHex6/Wind-turbine","owner":"PaulHex6","description":"Analysis of wind turbine data for a given location","archived":false,"fork":false,"pushed_at":"2024-08-20T15:42:56.000Z","size":28,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-07T19:53:35.437Z","etag":null,"topics":["climate","climate-data","energy-analysis","open-meteo-api","renewable-energy","renewables","streamlit","wind","wind-turbine","windturbine"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/PaulHex6.png","metadata":{"files":{"readme":"readme.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-08-09T16:00:04.000Z","updated_at":"2024-08-20T15:42:59.000Z","dependencies_parsed_at":null,"dependency_job_id":"3ea18819-b445-4823-ad99-f2d75845b4e5","html_url":"https://github.com/PaulHex6/Wind-turbine","commit_stats":null,"previous_names":["paulhex6/wind-turbine"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/PaulHex6/Wind-turbine","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaulHex6%2FWind-turbine","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaulHex6%2FWind-turbine/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaulHex6%2FWind-turbine/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaulHex6%2FWind-turbine/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PaulHex6","download_url":"https://codeload.github.com/PaulHex6/Wind-turbine/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PaulHex6%2FWind-turbine/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33104435,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-16T04:41:52.686Z","status":"ssl_error","status_checked_at":"2026-05-16T04:41:52.009Z","response_time":115,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["climate","climate-data","energy-analysis","open-meteo-api","renewable-energy","renewables","streamlit","wind","wind-turbine","windturbine"],"created_at":"2024-11-26T04:26:34.887Z","updated_at":"2026-05-16T13:32:07.428Z","avatar_url":"https://github.com/PaulHex6.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ⚡ Wind Turbine Analysis Tool\n\n![Python](https://img.shields.io/badge/Python-3.8%2B-blue)\n![Streamlit](https://img.shields.io/badge/Streamlit-1.0%2B-red)\n![License](https://img.shields.io/badge/License-Apache%202.0-green)\n\n\n## Overview\n\nA Python-based Streamlit application for wind energy analysis. This renewable energy tool calculates potential energy generation from historical wind data, provides climate analysis, and visualizes results with interactive graphs.\n\nLive demo [![Open in Streamlit](https://static.streamlit.io/badges/streamlit_badge_black_white.svg)](https://wind-turbine.streamlit.app)\n\n## Features\n\n- **Address-Based Location Selection**: Input an address, and the app automatically fetches the corresponding latitude and longitude.\n- **Wind Data Retrieval**: Retrieves historical daily wind speed and gust data from the Open-Meteo API.\n- **Wind Turbine Energy Calculation**: Estimates the total energy generation of a wind turbine based on the wind data and turbine specifications.\n- **Interactive Graphs**: Visualize daily wind speed and gust data with Plotly, including indicators for exceeding the turbine's maximum wind speed.\n- **Performance Metrics**: Compare the wind data to average values and assess the turbine's performance.\n\n## Installation\n\n1. **Clone the repository**:\n    ```bash\n    git clone https://github.com/your-username/wind-turbine-analysis.git\n    cd wind-turbine-analysis\n    ```\n\n2. **Install the required dependencies**:\n    ```bash\n    pip install -r requirements.txt\n    ```\n\n3. **Run the application**:\n    ```bash\n    streamlit run main.py\n    ```\n\n## Usage\n\n1. **Set Wind Turbine Parameters**:\n    - Adjust the start wind speed, max wind speed, rated wind speed, and rated power from the sidebar.\n\n2. **Enter Location and Date Range**:\n    - Input the address (e.g., \"Warszawa, Aleje Jerozolimskie\") and select the start and end dates for your analysis.\n\n3. **Fetch Data**:\n    - Click \"Fetch Data\" to retrieve the wind data and automatically calculate the energy generated by the wind turbine.\n\n4. **View Results**:\n    - The daily wind data is visualized on an interactive graph.\n    - Performance metrics such as total energy generated, max wind speed, average wind speed, and minimum speed are displayed in the analysis section.\n\n## Dependencies\n\n- `streamlit`: Web app framework for data science.\n- `pandas`: Data analysis and manipulation tool.\n- `numpy`: Numerical computing package.\n- `requests`: HTTP library for Python.\n- `geopy`: Geocoding library to convert addresses into latitude and longitude.\n- `plotly`: Interactive graphing library.\n- `xlsxwriter`: Saving data to Excel sheet.\n\n## API\n\nThis application uses the [Open-Meteo API](https://open-meteo.com/) to fetch historical wind data.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpaulhex6%2Fwind-turbine","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpaulhex6%2Fwind-turbine","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpaulhex6%2Fwind-turbine/lists"}