This project predicts Electric Vehicle (EV) charging demand using Machine Learning techniques. The model analyzes historical EV data and forecasts future charging requirements.
- EV demand forecasting
- Data preprocessing
- Machine Learning model training
- Future demand prediction
- Data visualization
- Python
- Pandas
- NumPy
- Scikit-Learn
- Jupyter Notebook
The project uses Electric Vehicle population and charging-related datasets for training and prediction.
- EV_Adoption_Forecasting.ipynb
- web.py
- Electric_Vehicle_Population_By_County.csv
- forecasting_ev_model.pkl
- EV charging station planning
- Energy demand forecasting
- Smart city infrastructure planning
##🚀 Live Demo: https://ev-forecast-dashboard.streamlit.app
Jeevanantham S