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 …

Energy management strategies for fuel cell hybrid electric vehicles: Classification, comparison, and outlook

X Zhao, L Wang, Y Zhou, B Pan, R Wang… - Energy Conversion and …, 2022 - Elsevier
The fuel cell hybrid electric vehicle (FCHEV) with a fusion of multiple energy sources can
make up for the shortcomings of the pure fuel cell vehicle. Nevertheless, multiple energy …

[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 …

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) …

Optimization-oriented adaptive equivalent consumption minimization strategy based on short-term demand power prediction for fuel cell hybrid vehicle

T Zeng, C Zhang, Y Zhang, C Deng, D Hao, Z Zhu… - Energy, 2021 - Elsevier
The fuel economy and battery charge sustaining capability are two key criteria for the energy
management of a full-power fuel cell hybrid vehicle equipped with small-capacity battery …

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 …

Modelling and control of hybrid electric vehicles (A comprehensive review)

W Enang, C Bannister - Renewable and Sustainable Energy Reviews, 2017 - Elsevier
The gradual decline in global oil reserves and presence of ever so stringent emissions rules
around the world, have created an urgent need for the production of automobiles with …

Optimized rule-based energy management for a polymer electrolyte membrane fuel cell/battery hybrid power system using a genetic algorithm

HB Yuan, WJ Zou, S Jung, YB Kim - International Journal of Hydrogen …, 2022 - Elsevier
The polymer electrolyte membrane fuel cell (PEMFC) coupled with the battery is a promising
hybrid power system for future energy supply application. Fuel cell durability, battery charge …

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 …