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

X Lü, S Li, XH He, C **e, 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 …

Review on eco-driving control for connected and automated vehicles

J Li, A Fotouhi, Y Liu, Y Zhang, Z Chen - Renewable and Sustainable …, 2024 - Elsevier
With the development of communication and automation technologies, the great energy-
saving potential of connected and automated vehicles (CAVs) has gradually been …

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 …

Model prediction control-based energy management combining self-trending prediction and subset-searching algorithm for hydrogen electric multiple unit train

Q Li, P Liu, X Meng, G Zhang, Y Ai… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
To apply the actual fuel cell hybrid system, improve the efficiency of fuel cells, and reduce
the operating cost, the model predictive control (MPC)-based energy management strategy …

[HTML][HTML] Adaptive ECMS based on speed forecasting for the control of a heavy-duty fuel cell vehicle for real-world driving

M Piras, V De Bellis, E Malfi, R Novella… - Energy Conversion and …, 2023 - Elsevier
Aiming at reducing pollutant emissions, hydrogen and fuel cell hybrid electric vehicles
(FCVs) represent a promising technological solution. In this scenario, this paper proposes …

Hierarchical speed planning and energy management for autonomous plug-in hybrid electric vehicle in vehicle-following environment

Y Liu, B Huang, Y Yang, Z Lei, Y Zhang, Z Chen - Energy, 2022 - Elsevier
In this paper, a hierarchical energy management control strategy is investigated for
autonomous plug-in hybrid electric vehicle in vehicle-following environment. With the target …

A comprehensive study of speed prediction in transportation system: From vehicle to traffic

Z Zhou, Z Yang, Y Zhang, Y Huang, H Chen, Z Yu - Iscience, 2022 - cell.com
In the intelligent transportation system (ITS), speed prediction plays a significant role in
supporting vehicle routing and traffic guidance. Recently, a considerable amount of research …

[HTML][HTML] Deep learning LSTM recurrent neural network model for prediction of electric vehicle charging demand

J Shanmuganathan, AA Victoire, G Balraj, A Victoire - Sustainability, 2022 - mdpi.com
The immense growth and penetration of electric vehicles has become a major component of
smart transport systems; thereby decreasing the greenhouse gas emissions that pollute the …

[HTML][HTML] Energy management of hybrid electric propulsion system: Recent progress and a flying car perspective under three-dimensional transportation networks

C Yang, Z Lu, W Wang, Y Li, Y Chen, B Xu - Green Energy and Intelligent …, 2023 - Elsevier
abstract The hybrid electric propulsion system (HEPS) holds clear potential to support the
goal of sustainability in the automobile and aviation industry. As an important part of the …

Adaptive energy management strategy based on a model predictive control with real-time tuning weight for hybrid energy storage system

B Ma, X Guo, P Li - Energy, 2023 - Elsevier
The effective utilization of ultra-capacitor (UC) in the energy allocation process is crucial for
improving the efficiency of the energy management strategy (EMS) for hybrid energy storage …