Energy management strategies of hybrid electric vehicles: A comparative review

N Azim Mohseni, N Bayati, T Ebel - IET Smart Grid, 2024 - Wiley Online Library
With increasing environmental problems, including air pollution, rising greenhouse gases
and global warming, the need to use clean energy resources seems essential. Therefore …

Profit-effective component sizing for electric delivery trucks with dual motor coupling powertrain

F Ju, W Du, W Zhuang, B Li, T Wang, W Wang, H Ma - Energy, 2024 - Elsevier
This study proposes a novel component sizing method for electric delivery trucks (EDTs)
employing dual motor coupling powertrain (DMCP) to enhance both the energy efficiency …

Advanced Equivalent Consumption Minimization Strategy for Fuel Cell Hybrid Electric Vehicles

CP Sahwal, S Sengupta, TQ Dinh - Journal of Cleaner Production, 2024 - Elsevier
This paper aims to develop an Advanced Equivalent Consumption Minimization Strategy
(AECMS) for efficient fuel cell hybrid electric vehicles (FCHEV). The Equivalent …

Machine Learning and Optimization in Energy Management Systems for Plug-In Hybrid Electric Vehicles: A Comprehensive Review

A Recalde, R Cajo, W Velasquez, MS Alvarez-Alvarado - Energies, 2024 - mdpi.com
This paper provides a comprehensive review of machine learning strategies and
optimization formulations employed in energy management systems (EMS) tailored for plug …

Variable horizon-based predictive energy management strategy for plug-in hybrid electric vehicles and determination of a suitable predictive horizon

Y Kong, N Xu, Q Liu, Y Sui, Y Jia - Energy, 2024 - Elsevier
For plug-in hybrid electric vehicles, the predictive energy management can be implemented
in real-time with a short-term prediction of future driving condition. However, the completely …

[HTML][HTML] Optimizing hybrid electric vehicle coupling organic Rankine cycle energy management strategy via deep reinforcement learning

X Zhang, X Wang, P Yuan, H Tian, G Shu - Energy and AI, 2024 - Elsevier
Trucks consume a lot of energy. Hybrid technology maintains a long range while realizing
energy savings. Hybrid is therefore an effective energy-saving technology for trucks …

Energy management strategy based on convex optimization for fuel cell/battery/ultracapacitor hybrid vehicle

J Liu, Z Fu, F Tao, L Jiao, Q Chen - Engineering Optimization, 2024 - Taylor & Francis
For a fuel cell hybrid electric vehicle (FCHEV) powered by a fuel cell (FC), a battery (BAT)
and an ultracapacitor (UC), an improved convex-optimization-based energy management …

Hierarchical Energy Management Strategy for Plug-in HEVs Based on Historical Data and Real-Time Speed Scheduling

M Kang, S Zhao, Z Chen - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
The rapid development of the Internet of Things (IoT) and cloud computing has presented
unprecedented opportunities and challenges for the automotive industry. As additional traffic …

Energy management strategy of series–parallel hybrid transmission integrating map information and personalized driving characteristics

J Zhao, X Xu, W Guo, P Dong, K Yao, X Liu - eTransportation, 2024 - Elsevier
The integration of multi-source intelligent and connected information during a driving trip,
along with its online application to globally optimized energy management strategies, has …

Plug‐In Hybrid Electric Vehicle Energy Management with Clutch Engagement Control via Continuous‐Discrete Reinforcement Learning

C Gong, J Xu, Y Lin - Energy Technology, 2024 - Wiley Online Library
Energy management strategy (EMS) is a key technology for plug‐in hybrid electric vehicles
(PHEVs). The energy management of certain series–parallel PHEVs involves the control of …