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) …

Lithium‐ion battery and supercapacitor‐based hybrid energy storage system for electric vehicle applications: A review

MBF Ahsan, S Mekhilef, TK Soon… - … Journal of Energy …, 2022 - Wiley Online Library
Hybrid energy storage system (HESS) has emerged as the solution to achieve the desired
performance of an electric vehicle (EV) by combining the appropriate features of different …

Energy management of a dual-mode power-split hybrid electric vehicle based on velocity prediction and nonlinear model predictive control

C Xiang, F Ding, W Wang, W He - Applied energy, 2017 - Elsevier
In this paper, a real time energy management strategy (EMS) is proposed for a dual-mode
power-split hybrid electric vehicle in order to improve the fuel economy and maintain proper …

Comparison of power-split and parallel hybrid powertrain architectures with a single electric machine: Dynamic programming approach

Y Yang, X Hu, H Pei, Z Peng - Applied energy, 2016 - Elsevier
Due to limited flexibility of engine operation, it is uneasy to improve the fuel economy of
parallel hybrid electric vehicles (HEVs) with a single electric machine (SEM) from control …

Safe and energy-efficient car-following control strategy for intelligent electric vehicles considering regenerative braking

J Guo, W Li, J Wang, Y Luo, K Li - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Intelligent electric vehicles (IEVs) have attracted more and more attention benefitting from
the characteristics of high degree of safety and energy efficiency. This paper proposes an …

Threshold-changing control strategy for series hybrid electric vehicles

W Shabbir, SA Evangelou - Applied energy, 2019 - Elsevier
This paper proposes a new set of design principles to classify and design rule-based control
strategies for the powertrain energy management of series hybrid electric vehicles. The …

An on-line predictive energy management strategy for plug-in hybrid electric vehicles to counter the uncertain prediction of the driving cycle

Z Chen, R Xiong, C Wang, J Cao - Applied energy, 2017 - Elsevier
Predictive energy management could be implemented in real-time with a short period of
future driving cycle prediction. However, the completely precise prediction of the future …

A data-driven energy management method for parallel PHEVs based on action dependent heuristic dynamic programming (ADHDP) model

Y Kong, N Xu, Q Liu, Y Sui, F Yue - Energy, 2023 - Elsevier
Due to the strong self-learning ability and adaptability of neural network, adaptive dynamic
programming (ADP) method is regarded as an effective method to improve the vehicle …

The economic aspect of using different plug-in hybrid driving techniques in urban conditions

P Wróblewski, J Kupiec, W Drożdż, W Lewicki… - Energies, 2021 - mdpi.com
Plug-in hybrids (PHEV) have become popular due to zero-emission driving, eg, in urban
areas, and using an internal combustion engine on longer distances. Energy consumption …

A novel real-time scheduling strategy with near-linear complexity for integrating large-scale electric vehicles into smart grid

Y Zheng, Y Shang, Z Shao, L Jian - Applied Energy, 2018 - Elsevier
Coordinated charging can utilize the properties of electric vehicles (EVs) to obtain various
benefits. However, there are two major challenges, viz. the uncertainty of EV charging …