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 …

[HTML][HTML] A comprehensive review of electrochemical hybrid power supply systems and intelligent energy managements for unmanned aerial vehicles in public …

C Zhang, Y Qiu, J Chen, Y Li, Z Liu, Y Liu, J Zhang… - Energy and AI, 2022 - Elsevier
The electric unmanned aerial vehicles (UAVs) are rapidly growing due to their abilities to
perform some difficult or dangerous tasks as well as many public services including real …

Reinforcement learning optimized look-ahead energy management of a parallel hybrid electric vehicle

T Liu, X Hu, SE Li, D Cao - IEEE/ASME transactions on …, 2017 - ieeexplore.ieee.org
This paper presents a predictive energy management strategy for a parallel hybrid electric
vehicle (HEV) based on velocity prediction and reinforcement learning (RL). The design …

Multi-mode predictive energy management for fuel cell hybrid electric vehicles using Markov driving pattern recognizer

Y Zhou, A Ravey, MC Péra - Applied Energy, 2020 - Elsevier
Considering the changeable driving conditions in reality, energy management strategies for
fuel cell hybrid electric vehicles should be able to effectively distribute power demands …

Adaptive energy management of a plug-in hybrid electric vehicle based on driving pattern recognition and dynamic programming

S Zhang, R Xiong - Applied Energy, 2015 - Elsevier
To achieve the optimal energy allocation for the engine-generator, battery and ultracapacitor
of a plug-in hybrid electric vehicle, a novel adaptive energy management strategy has been …

Energy management strategy of hybrid energy storage system for electric vehicles based on genetic algorithm optimization and temperature effect

C Wang, R Liu, A Tang - Journal of Energy Storage, 2022 - Elsevier
Energy management strategy plays a decisive role in the energy optimization control of
electric vehicles. The traditional rule-based and fuzzy control energy management strategy …

Multi-objective energy management strategy for fuel cell hybrid electric vehicle based on stochastic model predictive control

Y Ma, C Li, S Wang - ISA transactions, 2022 - Elsevier
The fuel cell hybrid electric vehicle (FCHEV) has earned great interest among the
automotive industry in recent years. However, the power allocation strategy between proton …

[HTML][HTML] Multi-mode energy management strategy for fuel cell electric vehicles based on driving pattern identification using learning vector quantization neural network …

K Song, F Li, X Hu, L He, W Niu, S Lu, T Zhang - Journal of Power Sources, 2018 - Elsevier
The development of fuel cell electric vehicles can to a certain extent alleviate worldwide
energy and environmental issues. While a single energy management strategy cannot meet …

Optimal design of a hybrid energy storage system in a plug-in hybrid electric vehicle for battery lifetime improvement

Y Bai, J Li, H He, RC Dos Santos, Q Yang - IEEE Access, 2020 - ieeexplore.ieee.org
This paper proposes a multi-dimensional size optimization framework and a hierarchical
energy management strategy (HEMS) to optimize the component size and the power of a …

Dynamic programming for New Energy Vehicles based on their work modes part I: Electric Vehicles and Hybrid Electric Vehicles

W Zhou, L Yang, Y Cai, T Ying - Journal of power sources, 2018 - Elsevier
Currently, there are four great challenges in the applications of dynamic programming on
new energy vehicles. Apart from the two common dynamic programming problems of the …