The EV Cell Management System is a web-based dashboard developed using Streamlit. The system helps in monitoring and managing electric vehicle battery cells by visualizing key performance parameters such as capacity, temperature, efficiency, and health status.
- To monitor EV battery cell performance
- To visualize battery health using interactive charts
- To dynamically add or remove battery cells
- To export battery data in CSV and JSON formats
- To provide a simple and user-friendly interface
- Python
- Streamlit
- Pandas
- NumPy
- Plotly
- GitHub
- Streamlit Cloud
- Dynamic add and remove battery cells
- Real-time battery health classification (Good, Average, Poor)
- Interactive charts for capacity, temperature, and efficiency
- Battery visualization with health indicators
- Export data as CSV and JSON files
- Web deployment using Streamlit Cloud
- Cell Capacity (%)
- Cell Temperature (°C)
- Cell Efficiency (%)
- Health Status
The project is deployed using:
- GitHub for version control
- Streamlit Cloud for hosting the web application