Hybrid electric vehicles: A review of energy management strategies based on model predictive control

X Lü, S Li, XH He, C Xie, S He, Y Xu, J Fang… - Journal of Energy …, 2022 - Elsevier
At present, hybrid electric vehicles are regarded as an effective way to solve global
environmental pollution and energy shortage. Energy management strategy is the core …

Optimal dispatch approach for second-life batteries considering degradation with online SoH estimation

M Cheng, X Zhang, A Ran, G Wei, H Sun - Renewable and Sustainable …, 2023 - Elsevier
In light of upcoming electric vehicle (EV) battery retirement issues, second-life batteries
(SLBs) have received increasing attention for their ability to extend the life-span of existing …

An energy management strategy for plug-in hybrid electric vehicles based on deep learning and improved model predictive control

X Sun, J Fu, H Yang, M Xie, J Liu - Energy, 2023 - Elsevier
In order to reasonably allocate the power needs and manage the energy of the plug-in
hybrid electric vehicle (PHEV) more efficiently, an energy management strategy (EMS) …

Predictive energy management for plug-in hybrid electric vehicles considering electric motor thermal dynamics

J Han, H Shu, X Tang, X Lin, C Liu, X Hu - Energy Conversion and …, 2022 - Elsevier
Energy management is essential for improving the fuel economy of plug-in hybrid electric
vehicles (PHEVs). Some existing efforts have focused on optimizing fuel consumption and …

Public charging station location determination for electric ride-hailing vehicles based on an improved genetic algorithm

J Li, Z Liu, X Wang - Sustainable Cities and Society, 2021 - Elsevier
In recent years, electric ride-hailing has increased considerably in the taxi industry with the
development of battery electric vehicles (BEVs) and implementation of greenhouse gas …

Health-conscious predictive energy management strategy with hybrid speed predictor for plug-in hybrid electric vehicles: Investigating the impact of battery electro …

J Han, W Liu, Y Zheng, A Khalatbarisoltani, Y Yang… - Applied Energy, 2023 - Elsevier
Improving plug-in hybrid electric vehicles (PHEVs) fuel economy requires a proper energy
management strategy (EMS). Efforts to enhance the energy-saving performance of …

Battery state-of-health sensitive energy management of hybrid electric vehicles: Lifetime prediction and ageing experimental validation

PG Anselma, P Kollmeyer, J Lempert, Z Zhao… - Applied Energy, 2021 - Elsevier
Achieving a satisfactory high-voltage battery lifetime while preserving fuel economy is a key
challenge in the design of hybrid electric vehicles (HEVs). While several battery state-of …

Motor-temperature-aware predictive energy management strategy for plug-in hybrid electric vehicles using rolling game optimization

C Yang, M Zha, W Wang, L Yang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Energy management strategy (EMS) design aims at obtaining excellent fuel economy for
plug-in hybrid electric vehicles (PHEVs) through the coordination of multiple energy sources …

Comparative study of energy management in parallel hybrid electric vehicles considering battery ageing

F Zhang, L Xiao, S Coskun, H Pang, S Xie, K Liu, Y Cui - Energy, 2023 - Elsevier
This article presents a thorough comparative study of energy management strategies
(EMSs) for a parallel hybrid electric vehicle (HEV), while the battery ageing is considered …

Lithium-ion battery health prediction on hybrid vehicles using machine learning approach

S Jafari, Z Shahbazi, YC Byun - Energies, 2022 - mdpi.com
Efforts to decarbonize the world have shown a quick increase in electric vehicles (EVs),
limiting increasing pollution. During this electric transportation revolution, lithium-ion …