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 …

Learning-based model predictive control: Toward safe learning in control

L Hewing, KP Wabersich, M Menner… - Annual Review of …, 2020 - annualreviews.org
Recent successes in the field of machine learning, as well as the availability of increased
sensing and computational capabilities in modern control systems, have led to a growing …

Control of connected and automated vehicles: State of the art and future challenges

J Guanetti, Y Kim, F Borrelli - Annual reviews in control, 2018 - Elsevier
Autonomous driving technology pledges safety, convenience, and energy efficiency. Its
challenges include the unknown intentions of other road users: communication between …

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

S Xie, X Hu, Z Xin, 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 …

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) …

Rule based energy management strategy for a series–parallel plug-in hybrid electric bus optimized by dynamic programming

J Peng, H He, R Xiong - Applied Energy, 2017 - Elsevier
An appropriate energy management strategy is able to further improve the fuel economy of
PHEVs. The rule-based energy management algorithms are dominated in industry due to …

Critical review on structural architecture, energy control strategies and development process towards optimal energy management in hybrid vehicles

P Saiteja, B Ashok - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
Abstract Hybrid Electric Vehicles (HEVs) are facing difficulties in the aspect of splitting the
demand power between various drivetrain components. To negate this issue an efficient …

[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 Xi - 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 …

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 …