Forecasting · Analytics · 2025
EV Charging Demand Forecasting
Time-series forecasting for electric-vehicle charging demand
- Role
- Data Science & Forecasting
- Discipline
- Forecasting · Analytics
- Year
- 2025
Overview
A case study applying forecasting methods to electric-vehicle charging demand.
The challenge
Estimate future charging demand and evaluate the forecast with clear, decision-ready metrics.
Approach
The analysis uses time-series methods and reports both RMSE and MAPE to describe forecast performance.
Outcome
Reported performance: RMSE 3,782.32 kWh and MAPE 16.57%.
Highlights
- RMSE: 3,782.32 kWh
- MAPE: 16.57%
- Time-series demand forecasting