Integrated thermal and energy management of connected hybrid electric vehicles using deep reinforcement learning

H Zhang, B Chen, N Lei, B Li, R Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The climate-adaptive mymargin energy management system (EMS) holds promising
potential for harnessing the concealed energy-saving capabilities of connected plug-in …

[HTML][HTML] Coupled velocity and energy management optimization of connected hybrid electric vehicles for maximum collective efficiency

H Zhang, B Chen, N Lei, B Li, C Chen, Z Wang - Applied Energy, 2024 - Elsevier
The infrastructure for vehicle-to-everything has facilitated the development of intelligent eco-
driving and energy management, exploring the energy-saving potential of connected hybrid …

Physics-informed data-driven modeling approach for commuting-oriented hybrid powertrain optimization

N Lei, H Zhang, R Li, J Yu, H Wang, Z Wang - Energy Conversion and …, 2024 - Elsevier
The physics-informed data-driven approach is instructive in powertrain modeling with high-
fidelity, which can be adopted for powertrain optimization to further improve vehicle …

A comprehensive study of various carbon-free vehicle propulsion systems utilizing ammonia-hydrogen synergy fuel

N Lei, H Zhang, H Chen, Z Wang - eTransportation, 2024 - Elsevier
Ammonia and hydrogen, as carbon-free clean energy, can be converted and applied in
various scenarios. They can also be mixed to achieve synergistic efficiency. To promote the …

Evolving Electric Mobility: In-Depth Analysis of Integrated Electronic Control Unit Development in Electric Vehicles

SSA Naqvi, H Jamil, N Iqbal, S Khan, MA Khan… - IEEE …, 2024 - ieeexplore.ieee.org
The integrated Electronic Control Unit (ECU) plays a pivotal role in optimizing energy
efficiency within electric vehicles (EVs) by coordinating various subsystems, including the …

Inner-outer layer co-optimization of sizing and energy management for renewable energy microgrid with storage

C Lyu, Y Zhang, Y Bai, K Yang, Z Song, Y Ma, J Meng - Applied Energy, 2024 - Elsevier
Conventional microgrid optimization schemes fall short in achieving global optimality for
both sizing and scheduling aspects. In response to the demand for simultaneous …

Synergistic two-stage optimization for multi-objective energy management strategy of integrated photovoltaic-storage charging stations

C Lyu, S Zhan, Y Zhang, Z Song - Journal of Energy Storage, 2024 - Elsevier
Achieving an optimal compromise between economic objectives and sustainability during
the operation of an integrated Photovoltaic-Storage Charging Station (PS-CS) poses a …

Modeling and control system optimization for electrified vehicles: A data-driven approach

H Zhang, N Lei, B Chen, B Li, R Li, Z Wang - Energy, 2024 - Elsevier
Learning-based intelligent energy management systems for plug-in hybrid electric vehicles
(PHEVs) are crucial for achieving efficient energy utilization. However, their application …

Optimum energy management strategies for the hybrid sources-powered electric vehicle settings

A Meydani, H Shahinzadeh, H Nafisi… - 2024 28th …, 2024 - ieeexplore.ieee.org
The increasing attention towards electric vehicles (EV) is due to their capacity to alleviate
environmental consequences and decrease reliance on fossil fuels. This paper explores the …

Optimizing Microgrid Energy Management: Metaheuristic versus Conventional Techniques

A Meydani, H Shahinzadeh, H Nafisi… - 2024 11th Iranian …, 2024 - ieeexplore.ieee.org
Widespread deployment of renewable energy resources (RES) is presently taking place to
satisfy the escalating energy demands, alleviate environmental pollution, and attain …