The involvement of electric vehicles (EVs) is increasing over the past few years due to
several factors including the increasing emission of carbon dioxide (CO2), depletion of fossil …

The transportation sector accounts for a significant share of greenhouse gas emissions.
Hence, the electrification of this sector is a crucial contributor to the mitigation of global …

Energy management is critical to reducing the size and operating cost of hybrid energy
systems, so as to expedite on-the-move electric energy technologies. This article proposes a …

Motivated by the concerns on transported fuel consumption and global air pollution,
industrial engineers and academic researchers have made many efforts to construct more …

Energy management is an enabling technique to guarantee the reliability and economy of
hybrid electric systems. This paper proposes a novel machine learning-based energy …

To improve computational efficiency of energy management strategies for plug-in hybrid
electric vehicles (PHEVs), this paper proposes a stochastic model predictive controller …

Plug-in hybrid electric vehicles (PHEVs) offer an immediate solution for emissions reduction
and fuel displacement within the current infrastructure. Targeting PHEV powertrain …

Efficient operation technique has always been one of the common goals for researches both
in automobile industrial and academic areas. With the great progress of automobile …

This paper presents a predictive energy management strategy for a parallel hybrid electric
vehicle (HEV) based on velocity prediction and reinforcement learning (RL). The design …

A reinforcement-learning-based energy management strategy is proposed in this paper for
managing energy system of Fuel Cell Hybrid Electric Vehicles (FCHEV) equipped with three …