A review of reinforcement learning based energy management systems for electrified powertrains: Progress, challenge, and potential solution

AH Ganesh, B Xu - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
The impact of internal combustion engine-powered automobiles on climate change due to
emissions and the depletion of fossil fuels has contributed to the progress of electrified …

Practical application of energy management strategy for hybrid electric vehicles based on intelligent and connected technologies: Development stages, challenges …

P Dong, J Zhao, X Liu, J Wu, X Xu, Y Liu… - … and Sustainable Energy …, 2022 - Elsevier
The rapid development of intelligent and connected technologies is conducive to the
efficient energy utilization of hybrid electric vehicles (HEVs). However, most energy …

[HTML][HTML] Trends in electric vehicles research

M Haghani, F Sprei, K Kazemzadeh… - … research part D …, 2023 - Elsevier
Electrification of vehicles has been recognised as a key part of meeting global climate
change targets and a key aspect of sustainable transport. Here, an integrative and bird's-eye …

[HTML][HTML] Thorough state-of-the-art analysis of electric and hybrid vehicle powertrains: Topologies and integrated energy management strategies

DD Tran, M Vafaeipour, M El Baghdadi… - … and Sustainable Energy …, 2020 - Elsevier
Hybrid and electric vehicles have been demonstrated as auspicious solutions for ensuring
improvements in fuel saving and emission reductions. From the system design perspective …

Cost-optimal energy management of hybrid electric vehicles using fuel cell/battery health-aware predictive control

X Hu, C Zou, X Tang, T Liu, L Hu - ieee transactions on power …, 2019 - ieeexplore.ieee.org
Energy management is an enabling technology for increasing the economy of fuel
cell/battery hybrid electric vehicles. Existing efforts mostly focus on optimization of a certain …

Pontryagin's minimum principle based model predictive control of energy management for a plug-in hybrid electric bus

S **e, X Hu, Z **n, J Brighton - Applied energy, 2019 - Elsevier
To improve computational efficiency of energy management strategies for plug-in hybrid
electric vehicles (PHEVs), this paper proposes a stochastic model predictive controller …

Efficient energy management strategy for hybrid electric vehicles/plug‐in hybrid electric vehicles: review and recent advances under intelligent transportation system

C Yang, M Zha, W Wang, K Liu… - IET Intelligent Transport …, 2020 - Wiley Online Library
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 …

Energy management in plug-in hybrid electric vehicles: Recent progress and a connected vehicles perspective

CM Martinez, X Hu, D Cao, E Velenis… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Plug-in hybrid electric vehicles (PHEVs) offer an immediate solution for emissions reduction
and fuel displacement within the current infrastructure. Targeting PHEV powertrain …

Model predictive control power management strategies for HEVs: A review

Y Huang, H Wang, A Khajepour, H He, J Ji - Journal of Power Sources, 2017 - Elsevier
This paper presents a comprehensive review of power management strategy (PMS) utilized
in hybrid electric vehicles (HEVs) with an emphasis on model predictive control (MPC) …

[HTML][HTML] Energy management strategies for hybrid electric vehicles: Review, classification, comparison, and outlook

F Zhang, L Wang, S Coskun, H Pang, Y Cui, J ** - Energies, 2020 - mdpi.com
Hybrid Electric Vehicles (HEVs) have been proven to be a promising solution to
environmental pollution and fuel savings. The benefit of the solution is generally realized as …