A review of pivotal energy management strategies for extended range electric vehicles

B **ao, J Ruan, W Yang, PD Walker, N Zhang - … and Sustainable Energy …, 2021 - Elsevier
To address the urgent environmental challenges of transportation related air pollution and
energy shortage, hybrid electric vehicles (HEV) and battery electric vehicles (BEV) with …

A systematic review of technologies, control methods, and optimization for extended-range electric vehicles

DS Puma-Benavides, J Izquierdo-Reyes… - Applied Sciences, 2021 - mdpi.com
For smart cities using clean energy, optimal energy management has made the
development of electric vehicles more popular. However, the fear of range anxiety—that a …

Optimization of energy management strategy for extended range electric vehicles using multi-island genetic algorithm

Y Xu, H Zhang, Y Yang, J Zhang, F Yang, D Yan… - Journal of Energy …, 2023 - Elsevier
This study aims to improve the fuel economy of extended range electric vehicles (EREVs)
and reduce the cumulative battery workload. Energy management strategy (EMS) of EREVs …

Stochastic model predictive control for energy management of power-split plug-in hybrid electric vehicles based on reinforcement learning

Z Chen, H Hu, Y Wu, Y Zhang, G Li, Y Liu - Energy, 2020 - Elsevier
In this paper, a stochastic model predictive control (MPC) method based on reinforcement
learning is proposed for energy management of plug-in hybrid electric vehicles (PHEVs) …

An integrated thermal management strategy for cabin and battery heating in range-extended electric vehicles under low-temperature conditions

R Guo, L Li, Z Sun, X Xue - Applied Thermal Engineering, 2023 - Elsevier
The integrated thermal management strategy under low-temperature conditions can
effectively alleviate mileage anxiety associated with electric vehicles and improve the …

Online Markov Chain-based energy management for a hybrid tracked vehicle with speedy Q-learning

T Liu, B Wang, C Yang - Energy, 2018 - Elsevier
This brief proposes a real-time energy management approach for a hybrid tracked vehicle to
adapt to different driving conditions. To characterize different route segments online, an …

A real-time optimization energy management of range extended electric vehicles for battery lifetime and energy consumption

J Li, X Wu, M Xu, Y Liu - Journal of Power Sources, 2021 - Elsevier
Due to the complexity of two power source control for range extended electric vehicles, this
paper proposes a real-time multi-objective prediction energy management strategy that can …

A novel control strategy of regenerative braking system for electric vehicles under safety critical driving situations

C Qiu, G Wang, M Meng, Y Shen - Energy, 2018 - Elsevier
This paper mainly focuses on control strategy of the regenerative braking system of an
electric vehicle under safety critical driving situations. With the aims of guaranteeing the …

Model-based design validation and optimization of drive systems in electric, hybrid, plug-in hybrid and fuel cell vehicles

D Alcázar-García, JLR Martínez - Energy, 2022 - Elsevier
We are currently immersed in the fourth industrial revolution, which involves, among others,
technology to prevent climate change, transformation of the transport sector, digitization, and …

A high-efficiency energy regenerative shock absorber using helical gears for powering low-wattage electrical device of electric vehicles

W Salman, L Qi, X Zhu, H Pan, X Zhang, S Bano… - Energy, 2018 - Elsevier
In this paper, a regenerative absorber based on helical gears and dual tapered roller
clutches is presented for electric vehicles. The absorber can scavenge energy that …