Open access
Sep 2026
Combining Statistical and Machine Learning Methodologies in Energy Consumption Forecasting for Electric Vehicles
A novel approach is proposed, combining advanced machine learning models—such as XGBoost, Random Forest, and regression-based techniques—with innovative dataset manipulation using statistical methods, ensuring that models dynamically adapt to real-world scenarios.
Vasileios Pitsiavas, Georgios Spanos, Sofia Polymeni et al.
· Sustainability · 0 citations