crossrefEnergies2025-10-14Cited by 5
Machine Learning Applications in Energy Consumption Forecasting and Management for Electric Vehicles: A Systematic Review
Emilia M. Szumska, Łukasz Pawlik, Damian Frej, Jacek Łukasz Wilk-Jakubowski
This literature review addresses a major research gap in electromobility by providing a comprehensive synthesis of machine learning (ML) and deep learning (DL) applications for forecasting energy consumption, managing battery state of charge (SoC), and integrating electric vehicl…