Quan Zhou - Publications, H-index & Citations

Quan Zhou

tongji university

32H指数

156论文数

3.0K被引数

收录论文 58

发表时间

Transfer Learning-Enhanced Multiobjective Predictive Control for Electric Vehicular Platoon 基于迁移学习的电动汽车编队多目标预测控制

IEEE Transactions on Transportation Electrification

IF8.3

2026-02-17

PREAI

Yanhong Wu; Defeng He; Ji Li; Quan Zhou; Hongming Xu

A Multitask Learning Framework With LSTM-TPA for Dynamic Modeling of Automotive Fuel Cell Systems 一种基于LSTM-TPA的多任务学习框架，用于汽车燃料电池系统的动态建模

IEEE Transactions on Transportation Electrification

IF8.3

2026-02-01

PREAI

Liu, Ze; Zhou, Quan; Sun, Ping; Xu, Sichuan

Dynamic Source-Aware Transfer Learning for Vehicular Platoon Predictive Control 动态源感知的车辆编队预测控制迁移学习

IEEE Transactions on Industrial Electronics

IF7.2

2025-12-19

PREAI

Yanhong Wu; Zhiqiang Zuo; Yijing Wang; Defeng He; Ji Li; Quan Zhou; Hongming Xu

Robustness-enhanced cooperative adaptive cruise control for multi-task scenarios via generalised joint multi-agent reinforcement learning 基于广义联合多智能体强化学习的鲁棒性增强协同自适应巡航控制，用于多任务场景

Neurocomputing

IF6.5

2025-11-06

PREAI

Lu Dong; Xiaomeng Li; Xu He; Min Hua; Quan Zhou; Changyin Sun; Kun Jiang

Optimal sizing and energy management for fuel cell electric vehicles with 3D-ordered MEAs: A pareto frontier study 燃料电池电动汽车的优化尺寸设计和能量管理：基于3D有序MEA的帕累托前沿研究

International Journal of Hydrogen Energy

IF8.3

2025-10-27

OAAI

Fanggang Zhang; Yichang Yan; Shuo Wang; Min Hua; Xu He; Cetengfei Zhang; Ji Li; Quan Zhou; Yu Duan; Huw Williams; Shangfeng Du; Hongming Xu

Adversarial Swarm Learning for Robust Equivalent Consumption Minimization of Electrified Vehicles 对抗性群学习用于电动车辆鲁棒等效燃油消耗最小化

IEEE Transactions on Transportation Electrification

IF8.3

2025-08-01

PREAI

Quan Zhou; Bin Xu; Jianyi Tian; Cetengfei Zhang; Dezong Zhao; Yuanjian Zhang

Real-time energy management for HEV combining naturalistic driving data and deep reinforcement learning with high generalization

APPLIED ENERGY

IF11

2025-01-01

PREAI

Liu, Zemin Eitan; Li, Yong; Zhou, Quan; Shuai, Bin; Hua, Min; Xu, Hongming; Xu, Lubing; Tan, Guikun; Li, Yanfei

Deep Reinforcement Learning-Based Energy Management for Heavy Duty HEV Considering Discrete-Continuous Hybrid Action Space

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION

IF8.3

2024-12-01

PREAI

Liu, Zemin Eitan; Li, Yanfei; Zhou, Quan; Li, Yong; Shuai, Bin; Xu, Hongming; Hua, Min; Tan, Guikun; Xu, Lubing

Surrogate-Driven Multiobjective Predictive Control for Electric Vehicular Platoon 电动汽车队列的代理驱动多目标预测控制

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION

IF8.3

2024-12-01

PREAI

Wu, Yanhong; Zuo, Zhiqiang; Wang, Yijing; Han, Qiaoni; Li, Ji; Zhou, Quan; Xu, Hongming

A comprehensive design pipeline for FCEV powertrain configuration considering the evolutionary development process and extreme economic performance

ENERGY

IF9.4

2024-11-01

PREAI

Zhao, Di; Chu, Liang; Hou, Zhuoran; Zhou, Quan; Liu, Yonggang; Huang, Yanjun; Chen, Zheng; Zhao, Dezong; Zhang, Yuanjian

Automobile exhaust flexible thermoelectric harvester enabled by liquid metal-based heatsink 基于液态金属的散热器实现的汽车尾气柔性热电采集器

ENERGY CONVERSION AND MANAGEMENT

IF10.9

2024-09-01

PREAI

Liu, Chuanke; Wang, Qinxiang; Wang, Yong; Wang, Zhonghao; Han, Xingchang; Zhou, Quan; He, Zhizhu; Yin, Tao

A Holistic Review on E-Mobility Service Optimization: Challenges, Recent Progress, and Future Directions 电动交通服务优化的整体回顾: 挑战、最新进展和未来方向

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION

IF8.3

2024-06-01

OAAI

Cao, Yue; Cui, Jixing; Liu, Shuohan; Li, Xinyu; Zhou, Quan; Hu, Chuan; Zhuang, Yuan; Liu, Zhi

Hierarchical Rewarding Deep Deterministic Policy Gradient Strategy for Energy Management of Hybrid Electric Vehicles

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION

IF8.3

2024-03-01

PREAI

Wang, Jinhai; Du, Changqing; Yan, Fuwu; Zhou, Quan; Xu, Hongming

Simultaneous Estimation and Receding Horizon Sliding Control of Dog Clutch Coupling With Backlash for Rear Electrical Drivelines

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2024-03-01

PREAI

Wang, Jianbo; Du, Changqing; Xu, Hongming; Hou, Xianjun; Zhou, Quan

Performance analysis of AI-based energy management in electric vehicles: A case study on classic reinforcement learning 基于AI的电动汽车能量管理性能分析 -- 以经典强化学习为例

ENERGY CONVERSION AND MANAGEMENT

IF10.9

2024-01-01

PREAI

Hu, Jincheng; Lin, Yang; Li, Jihao; Hou, Zhuoran; Chu, Liang; Zhao, Dezong; Zhou, Quan; Jiang, Jingjing; Zhang, Yuanjian

A Holistic Safe Planner for Automated Driving Considering Interaction With Human Drivers

IEEE TRANSACTIONS ON INTELLIGENT VEHICLES

IF14.3

2024-01-01

OAAI

Vijayakumar, Harikirshnan; Zhao, Dezong; Lan, Jianglin; Zhao, Wenjing; Tian, Daxin; Li, Dachuan; Zhou, Quan; Song, Kang

Cuboid equivalent consumption minimization strategy for energy management of multi-mode plug-in hybrid vehicles considering diverse time scale objectives

APPLIED ENERGY

IF11

2023-12-01

OAAI

Zhang, Cetengfei; Zhou, Quan; Hua, Min; Xu, Hongming; Bassett, Mike; Zhang, Fanggang

A Novel Hybrid Battery Thermal Management System for Prevention of Thermal Runaway Propagation 一种防止热失控传播的新型混合电池热管理系统

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION

IF8.3

2023-12-01

PREAI

Sun, Zeyu; Guo, Yue; Zhang, Cheng; Xu, Hongming; Zhou, Quan; Wang, Chongming

Multi-agent reinforcement learning for electric vehicle decarbonized routing and scheduling 电动汽车脱碳路径与调度的多智能体强化学习

ENERGY

IF9.4

2023-12-01

OAAI

Wang, Yi; Qiu, Dawei; He, Yinglong; Zhou, Quan; Strbac, Goran

A comparative investigation of advanced machine learning methods for predicting transient emission characteristic of diesel engine

FUEL

IF7.5

2023-10-01

PREAI

Liao, Jianxiong; Hu, Jie; Yan, Fuwu; Chen, Peng; Zhu, Lei; Zhou, Quan; Xu, Hongming; Li, Ji

研究方向