Transferable representation modelling for real-time energy management of the plug-in hybrid vehicle based on k-fold fuzzy learning and Gaussian process regression
Electric vehicles, including plug-in hybrids, are important for achieving net-zero emission
and will dominate road transportation in the future. Energy management, which optimizes …
and will dominate road transportation in the future. Energy management, which optimizes …
A GA-based online real-time optimized energy management strategy for plug-in hybrid electric vehicles
L Fan, Y Wang, H Wei, Y Zhang, P Zheng, T Huang… - Energy, 2022 - Elsevier
The performance of plug-in hybrid electric vehicles (PHEVs) depends on the energy
management strategy (EMS). An optimal EMS can maximize energy utilization by …
management strategy (EMS). An optimal EMS can maximize energy utilization by …
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 …
power-split hybrid electric vehicle in order to improve the fuel economy and maintain proper …
Energy management for a hybrid electric vehicle based on prioritized deep reinforcement learning framework
G Du, Y Zou, X Zhang, L Guo, N Guo - Energy, 2022 - Elsevier
A novel deep reinforcement learning (DRL) control framework for the energy management
strategy of the series hybrid electric tracked vehicle (SHETV) is proposed in this paper …
strategy of the series hybrid electric tracked vehicle (SHETV) is proposed in this paper …
Health-conscious deep reinforcement learning energy management for fuel cell buses integrating environmental and look-ahead road information
The escalating level of vehicle electrification and intelligence makes higher requirements for
the energy management strategy (EMS) of fuel cell vehicles. Environmental and road …
the energy management strategy (EMS) of fuel cell vehicles. Environmental and road …
Particle swarm optimization-based optimal power management of plug-in hybrid electric vehicles considering uncertain driving conditions
Z Chen, R Xiong, J Cao - Energy, 2016 - Elsevier
This paper proposes a novel optimal power management approach for plug-in hybrid
electric vehicles against uncertain driving conditions. To optimize the threshold parameters …
electric vehicles against uncertain driving conditions. To optimize the threshold parameters …
Online energy management strategy of fuel cell hybrid electric vehicles based on data fusion approach
Energy management strategy plays a key role for Fuel Cell Hybrid Electric Vehicles
(FCHEVs), it directly affects the efficiency and performance of energy storages in FCHEVs …
(FCHEVs), it directly affects the efficiency and performance of energy storages in FCHEVs …
[HTML][HTML] Artificial intelligence/machine learning in energy management systems, control, and optimization of hydrogen fuel cell vehicles
Environmental emissions, global warming, and energy-related concerns have accelerated
the advancements in conventional vehicles that primarily use internal combustion engines …
the advancements in conventional vehicles that primarily use internal combustion engines …
An adaptive equivalent consumption minimization strategy for plug-in hybrid electric vehicles based on traffic information
Energy management strategies play an important role in performance optimization of plug-in
hybrid electric vehicles (PHEVs), and can be further improved by incorporating external …
hybrid electric vehicles (PHEVs), and can be further improved by incorporating external …
Adaptive Pontryagin's Minimum Principle supervisory controller design for the plug-in hybrid GM Chevrolet Volt
S Onori, L Tribioli - Applied Energy, 2015 - Elsevier
This paper presents an adaptive supervisory controller, based on Pontryagin's Minimum
Principle (PMP), for on-line energy management optimization of a plug-in hybrid electric …
Principle (PMP), for on-line energy management optimization of a plug-in hybrid electric …