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Zhongkai Luan

Nanjing University of Aeronautics and Astronautics

Yudao Street

210016

Nanjing,, 210016

China

SCHOLARLY PAPERS

3

DOWNLOADS

86

TOTAL CITATIONS

1

Scholarly Papers (3)

1.

An Energy Management Strategy of Deep Reinforcement Learning Based on Multi-Agent Architecture Under Self-Generating Conditions

Number of pages: 31 Posted: 24 Apr 2023
Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics and Nanjing University of Aeronautics and Astronautics
Downloads 41

Abstract:

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Hybrid electric vehicle, Energy management, generative adversarial network, multi-agent architecture, deep reinforcement learning

2.

Research on a Global Energy Management Strategy for Range-Extended Electric Vehicles Considering the Dynamic Coupling between Battery and Range-Extender Power

Number of pages: 20 Posted: 10 Jun 2025
Zhongkai Luan, Feiyu Ding, Wanzhong Zhao and Chunyan Wang
Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics and Nanjing University of Aeronautics and Astronautics
Downloads 27
Citation 1

Abstract:

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range-extended electric vehicle, dual-source power coupling, Deep reinforcement learning, energy path coordination, mode switching

3.

Multi-Agent Reinforcement Learning Energy Management Strategy Considering Temperature-Power Coupling in Range-Extended Hybrid Vehicles

Number of pages: 22 Posted: 10 Mar 2026
Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics and Nanjing University of Aeronautics and Astronautics
Downloads 18

Abstract:

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Extended-range hybrid electric vehicles, Energy Management Strategy, Thermal management, Power-temperature coupling, Multi-agent reinforcement learning, ET-MADDPG algorithm