crossrefWorld Electric Vehicle Journal2026-05-25
Machine Learning-Based Methodology for Intelligent Energy Management Strategy in Heavy-Duty Fuel Cell Hybrid Electric Vehicles with Pantograph
Jose del C. Julio-Rodríguez, Pedro S. Gonzalez-Rodriguez, Stefania Matilde Amaya-Sandoval, David Sebastian Puma-Benavides, Milton Israel Quinga-Morales, Javier Milton Solís-Santamaria, et al.
This study presents a novel methodology for optimizing energy management strategies in heavy-duty Fuel Cell Hybrid Electric Vehicles (FCHEVs) with pantograph charging systems. The approach integrates machine learning (ML) techniques to predict energy demand, optimize the power di…