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A comprehensive review of energy storage technology development and application for pure electric vehicles
F Jiang, X Yuan, L Hu, G **e, Z Zhang, X Li, J Hu… - Journal of Energy …, 2024 - Elsevier
Environmental pollution associated with emissions from conventional fuel vehicles is
beginning to become increasingly serious. To decrease the dependence on oil and …
beginning to become increasingly serious. To decrease the dependence on oil and …
[HTML][HTML] Optimal energy management strategies for hybrid electric vehicles: A recent survey of machine learning approaches
JJ Jui, MA Ahmad, MMI Molla, MIM Rashid - Journal of Engineering …, 2024 - Elsevier
Abstract Hybrid Electric Vehicles (HEVs) have emerged as a viable option for reducing
pollution and attaining fuel savings in addition to reducing emissions. The effectiveness of …
pollution and attaining fuel savings in addition to reducing emissions. The effectiveness of …
Data-driven predictive energy consumption minimization strategy for connected plug-in hybrid electric vehicles
H Zhang, N Lei, S Liu, Q Fan, Z Wang - Energy, 2023 - Elsevier
Highlights•Dual-mode combustion engine is incorporated into plug-in hybrid electric
vehicles.•Predictive energy management with engine start-stop and combustion mode …
vehicles.•Predictive energy management with engine start-stop and combustion mode …
Integrated thermal and energy management of connected hybrid electric vehicles using deep reinforcement learning
The climate-adaptive mymargin energy management system (EMS) holds promising
potential for harnessing the concealed energy-saving capabilities of connected plug-in …
potential for harnessing the concealed energy-saving capabilities of connected plug-in …
[HTML][HTML] A multi-objective hierarchical deep reinforcement learning algorithm for connected and automated HEVs energy management
Connected and autonomous vehicles have offered unprecedented opportunities to improve
fuel economy and reduce emissions of hybrid electric vehicle (HEV) in vehicular platoons. In …
fuel economy and reduce emissions of hybrid electric vehicle (HEV) in vehicular platoons. In …
Economic-social-oriented energy management of plug-in hybrid electric vehicles including social cost of carbon
Z Tao, P Guozhi, Z Yanwei, X Shaobo, Z Fengqi… - Journal of Energy …, 2024 - Elsevier
For plug-in hybrid electric vehicles (PHEVs), conventional energy management strategies
(EMSs) incorporate the output of the battery and power sources for energy-saving studies …
(EMSs) incorporate the output of the battery and power sources for energy-saving studies …
Smart energy management for plug-in hybrid electric vehicles: Integration of waterwheel plant algorithm and dual stream spectrum deconvolution neural network
N Madhanakkumar, M Vijayaragavan… - Journal of Energy …, 2024 - Elsevier
The growing energy crisis and increasing concerns about air pollution have intensified the
push for low-carbon, green, and sustainable development in the transportation sector. This …
push for low-carbon, green, and sustainable development in the transportation sector. This …
Modeling and control system optimization for electrified vehicles: A data-driven approach
Learning-based intelligent energy management systems for plug-in hybrid electric vehicles
(PHEVs) are crucial for achieving efficient energy utilization. However, their application …
(PHEVs) are crucial for achieving efficient energy utilization. However, their application …
Adaptive spatio-temporal relation based transformer for traffic flow prediction
As network and autonomous driving technologies rapidly advance, traffic flow prediction has
become a crucial area of research. It plays a significant role in optimizing urban traffic …
become a crucial area of research. It plays a significant role in optimizing urban traffic …
Hierarchical model predictive control for energy management and lifespan protection in fuel cell electric vehicles
This study introduces a hierarchical model predictive control (HMPC) algorithm utilizing
multihorizon optimization for the energy management strategy (EMS) in connected fuel cell …
multihorizon optimization for the energy management strategy (EMS) in connected fuel cell …