[HTML][HTML] Critical review of intelligent battery systems: Challenges, implementation, and potential for electric vehicles

L Komsiyska, T Buchberger, S Diehl, M Ehrensberger… - Energies, 2021 - mdpi.com
This review provides an overview of new strategies to address the current challenges of
automotive battery systems: Intelligent Battery Systems. They have the potential to make …

Energy management techniques and topologies suitable for hybrid energy storage system powered electric vehicles: An overview

RS Sankarkumar, R Natarajan - International Transactions on …, 2021 - Wiley Online Library
Energy management system (EMS) in an electric vehicle (EV) is the system involved for
smooth energy transfer from power drive to the wheels of a vehicle. During acceleration and …

Reinforcement learning optimized look-ahead energy management of a parallel hybrid electric vehicle

T Liu, X Hu, SE Li, D Cao - IEEE/ASME transactions on …, 2017 - ieeexplore.ieee.org
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 …

Mobile energy storage scheduling and operation in active distribution systems

HH Abdeltawab, YARI Mohamed - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
A mobile (transportable) energy storage system (MESS) can provide various services in
distribution systems including load leveling, peak shaving, reactive power support …

Comparison of energy management strategies of a battery/supercapacitors system for electric vehicle under real-time constraints

A Castaings, W Lhomme, R Trigui, A Bouscayrol - Applied Energy, 2016 - Elsevier
The paper deals with real-time energy management strategies for a hybrid energy storage
system including a battery and supercapacitor for an electric vehicle. Besides efficiency …

Reinforcement learning of adaptive energy management with transition probability for a hybrid electric tracked vehicle

T Liu, Y Zou, D Liu, F Sun - IEEE Transactions on Industrial …, 2015 - ieeexplore.ieee.org
A reinforcement learning-based adaptive energy management (RLAEM) is proposed for a
hybrid electric tracked vehicle (HETV) in this paper. A control oriented model of the HETV is …

Real-time optimization energy management strategy for fuel cell hybrid ships considering power sources degradation

Z Zhang, C Guan, Z Liu - IEEE Access, 2020 - ieeexplore.ieee.org
In order to protect the marine environment, the fuel cell has become a good candidate for the
main energy source of marine vehicles due to its remarkable performance of high efficiency …

An energy management strategy for a concept battery/ultracapacitor electric vehicle with improved battery life

F Akar, Y Tavlasoglu, B Vural - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Using multi-input converters (MICs) in hybrid energy storage systems (HESSs) presents
several advantages, such as low component count, control simplicity, and fully control of …

Development of a bidirectional DC/DC converter with dual-battery energy storage for hybrid electric vehicle system

CM Lai, YH Cheng, MH Hsieh… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This study develops a newly designed, patented, bidirectional dc/dc converter (BDC) that
interfaces a main energy storage (ES1), an auxiliary energy storage (ES2), and dc-bus of …

[HTML][HTML] Energy management and storage systems on electric vehicles: A comprehensive review

D Rimpas, SD Kaminaris, I Aldarraji, D Piromalis… - Materials Today …, 2022 - Elsevier
The need for green energy and minimization of emissions has pushed automakers to
cleaner transportation means. Electric vehicles market share is increasing annually at a high …