百晓学者学者目录

张远健

教授、硕士生导师、讲师,上海大学

精选作品

期刊论文

2026

Robust Partial Multi‐Label Learning Under Dual Noise via Joint Subspace Learning

Yuanjian Zhang, Zhanbo Fang, Tianna Zhao, Duoqian Miao, Witold Pedrycz

CAAI Transactions on Intelligence Technology

2026

Towards Fully Autonomous Valet Parking: A Comprehensive Vision-and-Language Dataset and Benchmark Toolkit

Pengyu Fu, Jin-Cheng Hu, Ji-Hao Li, Jiashen Guo, Ming Liu, Jingjing Jiang, Yuanjian Zhang

Scientific Data

2026

A Lane-Change Trajectory Planning Strategy Based on Dynamic Safety Boundaries

Yin-Hang Wang, Liang Chu, Chong-Feng Wei, Bo Leng, Junnian Wang, Quan Zhou, Yuanjian Zhang, Yu-Meng Wang

IEEE Transactions on Vehicular Technology

2026

Multi-objective Eco-driving Speed Optimization of Heterogeneous Vehicles

Yong-Gang Liu, Jialing He, Bin Huang, Wenjun Pan, Yuanjian Zhang, Zheng Chen

Automotive Innovation

2026

Preference-Aligned Autonomous Driving with Latent Representation for Efficient Adaptation

Shangwen Li, Tian-Cheng Wang, Ruilai He, Shang-Hang Zhou, Shuo Yang, Peng Yi, Yuanjian Zhang, Yan-Jun Huang

2026 IEEE Intelligent Vehicles Symposium (IV)

2026

A Learning-Enhanced and Communication-Robust Scheme for Multi-Agent Cooperative Control of Autonomous Vehicle Platoons

Shibo Li, Liang Chu, Jun Li, Jianhua Guo, Yuanjian Zhang, Zhuoran Hou

IEEE Transactions on Transportation Electrification

2026

Tube-Based Distributed Nonlinear MPC for Heterogeneous Vehicular Platoons Under Road Adhesion Uncertainty and Disturbances

Shenyi Wang, Xiujian Yang, Zheng Chen, Yuanjian Zhang

IEEE transactions on intelligent transportation systems (Print)

2026

Energy-Efficient Robust Control of Vehicle Platoons under Cut-in Disturbances: Integrating Temporal-Aware Policy and Barrier-Constrained Search

Shibo Li, Liang Chu, Jun Li, Zhuoran Hou, Yuanjian Zhang

Energy

2026

Personalized Lane-Change Trajectory Planning for Autonomous Driving in Dynamic Environments

Zheng Chen, Bo-Wen Chen, Yong-Gang Liu, Feng-Xiang Guo, Yuanjian Zhang, Shiquan Shen, Jia Zheng

IEEE Transactions on Vehicular Technology

2026

Energy economy and comfort optimization for DDEV longitudinal-vertical collaborative control integrating motor thermal dynamics

Yuan Jia, Yong-Gang Liu, Jie Li, Jing Wei, Zheng Chen, Yuanjian Zhang, Yi Zhang

Applied Thermal Engineering

2026

Learning-Augmented MPC for Autonomous Vehicle Path Tracking via Ensemble Residual Dynamics Learning

Lu Xiong, Ming Liu, Zhi-Hao Xie, Bo Leng, Yuanjian Zhang

Italian National Conference on Sensors

2026

A Stability-Oriented Control Strategy for Electric Trucks Based on Differential Manifold Safety Boundaries

Yin-Hang Wang, Jianhua Guo, Chong-Feng Wei, Bo Leng, Jun-Nian Wang, Wei-Chao Zhuang, Quan Zhou, Liang Chu, Yuanjian Zhang

IEEE Transactions on Transportation Electrification

2026

TAPA: A Task-Vector Guided Adaptive Parameter Allocation Framework for Continual Learning in Autonomous Driving

Hao-Yang Du, Jiaming Xing, Shuo Yang, Shuai-Xi Pan, Yuanjian Zhang, Yan-Jun Huang

2026 IEEE Intelligent Vehicles Symposium (IV)

2025

Accelerated optimal scale selection in dynamic multi-scale set-valued decision tables

Ruihua Wang, Yuanjian Zhang, Yuandong Huang, Jianfeng Xu

International Journal of Machine Learning and Cybernetics

2025

Fine-grained local label correlation for multi-label classification

Tianna Zhao, Yuanjian Zhang, Duoqian Miao, Witold Pedrycz

Knowledge-Based Systems

2025

Three-way multi-label classification: A review, a framework, and new challenges

Yuanjian Zhang, Tianna Zhao, Duoqian Miao, Yiyu Y. Yao

Applied Soft Computing

2025

Energy-Saving Control of Intelligent Connected Plug-in Hybrid Electric Vehicle via Fusing Driving Intention of Front Vehicle

Guanying Liu, Shiquan Shen, Yong-Gang Liu, Yuanjian Zhang, Yu Liu, Zheng Chen, Feng-Xiang Guo

Green Energy and Intelligent Transportation

2025

Distributed Nonlinear Model Predictive Control of Vehicular Platoon Orienting Practical Driving Conditions

Shenyi Wang, Xiujian Yang, Zheng Chen, Yuanjian Zhang

IEEE Transactions on Transportation Electrification

2025

Refining the black-box AI optimization with CMA-ES and ORM in the energy management for fuel cell electric vehicles

Jin-Cheng Hu, Ji-Hao Li, Ming Liu, Yan-Jun Huang, Quan Zhou, Yong-Gang Liu, Zheng Chen, Jun Yang, Jingjing Jiang, Yuanjian Zhang

Energy Conversion and Management

2025

Approximate the Optimal Energy Management Strategy for Plug-in Hybrid Electric Vehicle from the Constant-sum Game

Jin-Cheng Hu, Yang Lin, He Tong, Quan Zhou, Zheng Chen, Yong-Gang Liu, Jingjing Jiang, Yuanjian Zhang

Journal of Cleaner Production

2025

Car-following speed collaborative energy management strategy for connected PHEV

Feng Wang, Yihang Chen, Yuanjian Zhang, Xiaoyuan Zhu, Yi-qing Ni

Energy

2025

Toward advanced estimation of state of health for integral lithium-ion battery pack

Jin-Cheng Hu, Pengyu Fu, Xiao-Song Hu, Zhong-Bao Wei, Juliana Early, Ashley Fly, Yuanjian Zhang, Yan-Jun Huang

Cell Reports Physical Science

2025

Efficient and Balanced Exploration-Driven Decision Making for Autonomous Racing Using Local Information

Zhen Tian, De-Zong Zhao, Zhi-Hao Lin, Wen-Jing Zhao, David Flynn, Yuan-De Jiang, Daxin Tian, Yuanjian Zhang, Yao Sun

IEEE Transactions on Intelligent Vehicles

2025

Sequence Knowledge Enhancement Distillation Framework for Ultra-Fast Image Deraining

Ji-Hao Li, Jin-Cheng Hu, Ming Liu, Pengyu Fu, Jingjing Jiang, Yuanjian Zhang

IEEE International Conference on Acoustics, Speech, and Signal Processing

2025

UPSU: A Unified Parking Space Understanding Model Using Front-View Cameras and YOLOv5 for Autonomous Valet Parking

Jiashen Guo, Pengyu Fu, Ji-Hao Li, Song-Tao Meng, Zhi-Hao Xie, Jia-Yi Nie, Yan-Jun Huang, Yuanjian Zhang

2025 9th CAA International Conference on Vehicular Control and Intelligence (CVCI)

2025

Decision Making of Automated Vehicles in Mixed Environment Based on Bayesian Sequential Games

Harikrishnan Vijayakumar, De-Zong Zhao, Jiang-Lin Lan, Wen-Jing Zhao, David Flynn, Da-Chuan Li, Quan Zhou, Yuanjian Zhang, Kang Song

IEEE transactions on intelligent transportation systems (Print)

2025

Ultra-Fast Deraining Plugin for Vision-Based Perception of Autonomous Driving

Ji-Hao Li, Jin-Cheng Hu, Pengyu Fu, Jun Yang, Jingjing Jiang, Yuanjian Zhang

IEEE transactions on intelligent transportation systems (Print)

2025

A Survey of Human Intelligence Augmented Artificial Intelligence: An Autonomous Driving Perspective

Shangwen Li, Kang Yuan, Zihao Tang, Yuanjian Zhang, P. Ji, Quanbo Ge, Shao-Yi Du, Yan-Jun Huang, Hong Chen

Automotive Innovation

2025

Longitudinal-vertical integrated cooperative control of distributed drive electric vehicle considering optimization of energy economy and comfort

Yuan Jia, Yong-Gang Liu, Yuanjian Zhang, Zheng Chen, Yi Zhang

Energy

2025

Two-layer Eco-driving Approach of Connected Hybrid Electric Vehicles by Convex Optimization via Signalized Intersections

Qiang Zhang, Jian Xiong, Ningyuan Guo, Zheng Chen, Yuanjian Zhang, Yong-Gang Liu, Jin Liu

Sustainable Energy, Grids and Networks

2025

Lane Changing Enabled Eco-Driving Control for Plug-in Hybrid Electric Vehicle under Consecutive Signalized Intersection Conditions

Yuan Jia, Yong-Gang Liu, Yuanjian Zhang, Zheng Chen, Zhen-Zhen Lei, Yi Zhang

Green Energy and Intelligent Transportation

2025

Evaluation of Pretrained Multimodal Large Language Models in Assisted Driving Decision-Making

Xin Yin, Jin-Cheng Hu, Ming Liu, Siyi Wu, Fei-Yang Chen, Junkai Feng, Yan-Jun Huang, Yuanjian Zhang

2025 9th CAA International Conference on Vehicular Control and Intelligence (CVCI)

2025

Intelligent Energy Management for the Fuel Cell Electric Vehicle: A Real-time, Deep Reinforcement Learning Application to Multi-Objective Optimization

Jin-Cheng Hu, Pengyu Fu, Ji-Hao Li, Jingjing Jiang, Quan Zhou, Yong-Gang Liu, Zheng Chen, Yuanjian Zhang

Green Energy and Intelligent Transportation

2025

Continual Adaptation for Autonomous Driving with the Mixture of Progressive Experts Network

Yi-Xin Cui, Shuo Yang, Chi Wan, Xincheng Li, Jiaming Xing, Yuanjian Zhang, Yan-Jun Huang, Hong Chen

arXiv.org

2025

State of health estimation for lithium-ion batteries based on fragmented charging data and improved gated recurrent unit neural network

Zheng Chen, Yue Peng, Jiang-Wei Shen, Qiang Zhang, Yong-Gang Liu, Yuanjian Zhang, Xuelei Xia, Yu Liu

Journal of Energy Storage

2025

Adversarial Swarm Learning for Robust Equivalent Consumption Minimization of Electrified Vehicles

Quan Zhou, Bin Xu, Jia Tian, Cetengfei Zhang, De-Zong Zhao, Yuanjian Zhang

IEEE Transactions on Transportation Electrification

2025

Towards real-world battery health intelligence: A review of machine learning advances and challenges in SOH estimation

Xing Shu, Jiang-Wei Shen, Feng-Xiang Guo, Yong-Gang Liu, Yuanjian Zhang, Zheng Chen, Hong-Qiang Zhao

eTransportation

2025

Study on thermal characteristics of LiCoxNiyMn1-x-yO2-LiFePO4 mixed battery pack

Zheng Chen, Jingyuan Hu, Jiang-Wei Shen, Yong-Gang Liu, Yuanjian Zhang, Yu Liu, Fuxing Wei, Dehai Zhang

Case Studies in Thermal Engineering

2025

Hierarchical Cooperative Eco-Driving Optimization for Multidimensional Mixed Vehicles at Signalized Intersections

Jianjun Cai, Yong-Gang Liu, Yuanjian Zhang, Shiquan Shen, Zhen-Zhen Lei, Zheng Chen

Energy

2025

A cooperative energy management strategy based on region-based traffic grade prediction

Zhuoran Hou, Liang Chu, Jin-Cheng Hu, Jingjing Jiang, Jun Yang, Yuanjian Zhang

Applied Energy

2025

Grouping optimization of dual-system mixed lithium-ion battery pack considering thermal characteristics

Zheng Chen, Jingyuan Hu, Xuelei Xia, Yong-Gang Liu, Yuanjian Zhang, Yu Liu, Jiang-Wei Shen, Fuxing Wei

Journal of Energy Storage

2025

State of Health Estimation for Lithium-Ion Batteries Based on Impedance Feature Selection and Improved Support Vector Regression

Xuelei Xia, Yang Chen, Jiang-Wei Shen, Yong-Gang Liu, Yuanjian Zhang, Zheng Chen, Fu-Xing Wei

Energy

2025

Integrated Distributed Model Predictive Control for Vehicular Platoon Considering Node Vehicle Dynamics

Shenyi Wang, Xiujian Yang, Zheng Chen, Yuanjian Zhang

IEEE Transactions on Vehicular Technology

2025

Collaborative Decision Making With Hybrid Deep Reinforcement Learning for Connected and Autonomous Vehicles in Mixed Traffic

Bo-Wen Chen, Jia Zheng, Feng-Xiang Guo, Fuxing Wei, Yuanjian Zhang, Yong-Gang Liu, Zheng Chen, Shiquan Shen

IEEE transactions on intelligent transportation systems (Print)

2025

Multi-Objective Autonomous Eco-Driving Strategy: A Pathway to Future Green Mobility

He Tong, Liang Chu, Zheng Chen, Yong-Gang Liu, Yuanjian Zhang, Jin-Cheng Hu

Green Energy and Intelligent Transportation

2025

An explicit predictive controller for fuel-cell electric vehicles incorporating the hierarchical architecture

Zewei Jiang, Zhuoran Hou, Liang Chu, Di Zhao, Jingjing Jiang, Jun Yang, Yuanjian Zhang

Applied Energy

2025

Energy Efficiency Optimization of Passenger Vehicles Considering Aerodynamic Wake Flow Influence in Car-Following Scenarios

Zhen-Zhen Lei, Wenjun Wan, Along Xue, Chao Zeng, Yuanjian Zhang, Zheng Chen, Yong-Gang Liu

Energy

2025

Early prediction of lithium-ion battery degradation with a generative pre-trained transformer

Jin-Cheng Hu, Pengyu Fu, Zhong-Bao Wei, Yan-Jun Huang, Juliana Early, Ashley Fly, Yuanjian Zhang

Nature Communications

2025

Time-Efficient Hierarchical Vehicle Control Framework for Path Tracking in Intelligent Vehicles

Ming Liu, Yuanjian Zhang, Bo Leng, Jin-Cheng Hu, Ji-Hao Li, Lu Xiong

International journal of automotive technology

2025

Temperature Estimation of Multiple Places for Lithium-Ion Batteries Based on Improved Electrochemical Thermal Modeling

Jiang-Wei Shen, Zheng Zhang, Zheng Chen, Xing Shu, Yong-Gang Liu, Shiquan Shen, Yu Liu, Yuanjian Zhang

IEEE Transactions on Transportation Electrification

2024

Adaptive sequential three-way decisions for dynamic time warping

Jianfeng Xu, Ruihua Wang, Yuanjian Zhang, Weiping Ding

Information Sciences

2024

Granular correlation-based label-specific feature augmentation for multi-label classification

Tianna Zhao, Yuanjian Zhang, Duoqian Miao

Information Sciences

2024

Co-Optimization of Velocity Planning and Energy Management for Intelligent Plug-In Hybrid Electric Vehicles Based on Adaptive Dynamic Programming

Simin Wu, Zheng Chen, Shiquan Shen, Guanying Liu, Yong-Gang Liu, Yuanjian Zhang, Guang Li

IEEE Transactions on Vehicular Technology

2024

Quantitative Representation of Autonomous Driving Scenario Difficulty Based on Adversarial Policy Search

Shuo Yang, Cao-Jun Wang, Yuanjian Zhang, Yuming Yin, Yan-Jun Huang, S. Li, Hong Chen

Research

2024

Efficient Path Planning and Tracking Control of Autonomous Vehicles in Park Scenarios Based on Sparrow Search and Stepwise Prediction

Haotian Zhang, Ya-Li Yu, Yong-Gang Liu, Fengyang Jiang, Zheng Chen, Yuanjian Zhang

IEEE Transactions on Transportation Electrification

2024

A Novel Learning-based Robust Model Predictive Control Strategy and Case Study for Application in Optimal Control of FCEVs

Di Zhao, Shibo Li, Liang Chu, Zhuoran Hou, Quan Zhou, Yong-Gang Liu, Yan-Jun Huang, Zheng Chen, Dezong Zhao, Yuanjian Zhang

Energy

2024

Adaptive hybrid cooling strategy to mitigate battery thermal runaway considering natural convection in phase change material

Pansheng Luo, Kai Gao, Lin Hu, Bin Chen, Yuanjian Zhang

Applied Energy

2024

Weighted double Q-learning based eco-driving control for intelligent connected plug-in hybrid electric vehicle platoon with incorporation of driving style recognition

Guanying Liu, Feng-Xiang Guo, Yong-Gang Liu, Yuanjian Zhang, Yu Liu, Zheng Chen, Shiquan Shen

Journal of Energy Storage

2024

Review on eco-driving control for connected and automated vehicles

Jie Li, A. Fotouhi, Yong-Gang Liu, Yuanjian Zhang, Zheng Chen

Renewable & Sustainable Energy Reviews

2024

Towards Sustainable High-Speed Cruising: Optimizing Energy Efficiency of Plug-in Hybrid Electric Vehicle via Intelligent Pulse-and-Glide Strategy

He Tong, Liang Chu, Yuanjian Zhang, Di Zhao, Jin-Cheng Hu, Zhi-Hao Xie, Ming Liu

Energy

2024

Voltage fault diagnosis and prognostic of lithium-ion batteries in electric scooters based on hybrid neural network and multiple thresholds

Hong-Qiang Zhao, Zhigang Zhao, Xing Shu, Jiang-Wei Shen, Yong-Gang Liu, Yuanjian Zhang, Zheng Chen, Yu Liu

Journal of Power Sources

2024

Automatic Feature Extraction-Enabled Lithium-Ion Battery Capacity Estimation Using Random Fragmented Charging Data

Zi-You Zhou, Yong-Gang Liu, Zhigang Zhao, Huan Xia, Zheng Chen, Yuanjian Zhang

IEEE Transactions on Transportation Electrification

2024

A Novel Dual-Model MPC-Based Energy Management Strategy for Fuel Cell Electric Vehicle

Zhuoran Hou, Liang Chu, Weiming Du, Jin-Cheng Hu, Jingjing Jiang, Jun Yang, Yuanjian Zhang

IEEE Transactions on Transportation Electrification

2024

Toward autonomous vehicles: A survey on cooperative vehicle-infrastructure system

Yangjie Ji, Zewei Zhou, Ziru Yang, Yan-Jun Huang, Yuanjian Zhang, Wanting Zhang, Lu Xiong, Zhuoping Yu

iScience

2024

Performance analysis of AI-based energy management in electric vehicles: A case study on classic reinforcement learning

Jin-Cheng Hu, Yang Lin, Ji-Hao Li, Zhuoran Hou, Liang Chu, De-Zong Zhao, Quan Zhou, Jingjing Jiang, Yuanjian Zhang

Energy Conversion and Management

2024

A synthetic digital city dataset for robustness and generalisation of depth estimation models

Ji-Hao Li, Jin-Cheng Hu, Yan-Jun Huang, Zheng Chen, Bing-Zhao Gao, Jingjing Jiang, Yuanjian Zhang

Scientific Data

2024

A Learning-and-Tube-Based Robust Model Predictive Control Strategy for Plug-In Hybrid Electric Vehicle

Zhuoran Hou, Liang Chu, Zhiqi Guo, Jin-Cheng Hu, Jingjing Jiang, Jun Yang, Zheng Chen, Yuanjian Zhang

IEEE Transactions on Intelligent Vehicles

2024

Accurate State of Temperature Estimation for Lithium-Ion Batteries Based on Square Root Cubature Kalman Filter

Jiang-Wei Shen, Zheng Zhang, Shiquan Shen, Yuanjian Zhang, Zheng Chen, Yong-Gang Liu

Applied Thermal Engineering

2024

A Comprehensive Design Pipeline for FCEV Powertrain Configuration Considering the Evolutionary Development Process and Extreme Economic Performance

Di Zhao, Liang Chu, Zhuoran Hou, Quan Zhou, Yong-Gang Liu, Yan-Jun Huang, Zheng Chen, Dezong Zhao, Yuanjian Zhang

Energy

2023

基于粒的标记增强标记分布学习

张远健,赵天娜,苗夺谦

《智能系统学报》

2023

Exploration the pathways of connected electric vehicle design: A vehicle-environment cooperation energy management strategy

Zhuoran Hou, Jianhua Guo, Jihao Li, Jin-Cheng Hu, W. Sun, Yuanjian Zhang

Energy

2023

A Safe Decision Making Framework for Automated Vehicle Navigation among Human Drivers

Harikirshnan Vijayakumar, Dezong Zhao, Jiang-Lin Lan, Wen-Jing Zhao, D. Tian, Yuanjian Zhang

IFAC-PapersOnLine

2023

Deep reinforcement learning-based eco-driving control for connected electric vehicles at signalized intersections considering traffic uncertainties

Jie Li, A. Fotouhi, Wenjun Pan, Y. Liu, Yuanjian Zhang, Zheng Chen

Energy

2023

Online Capacity Estimation of Lithium-Ion Batteries Based on Deep Convolutional Time Memory Network and Partial Charging Profiles

Qiao Xue, Junqiu Li, Zheng Chen, Yuanjian Zhang, Yong-Gang Liu, Jiang-Wei Shen

IEEE Transactions on Vehicular Technology

2023

Hierarchical cooperative eco‐driving control for connected autonomous vehicle platoon at signalized intersections

Simin Wu, Zheng Chen, Shiquan Shen, Jiang-Wei Shen, F. Guo, Yong-Gang Liu, Yuanjian Zhang

IET Intelligent Transport Systems

2023

Cooperative power management for range extended electric vehicle based on internet of vehicles

Yuanjian Zhang, B. Gao, Jingjing Jiang, Chengyuan Liu, Dezong Zhao, Quan Zhou, Zheng Chen, Zhen-Zhen Lei

Energy

2023

Collaborated eco-routing optimization for continuous traffic flow based on energy consumption difference of multiple vehicles

Y. Liu, Qian Chen, Jie Li, Yuanjian Zhang, Zheng Chen, Zhen-Zhen Lei

Energy

2023

Ensemble Learning and Voltage Reconstruction Based State of Health Estimation for Lithium-Ion Batteries With Twenty Random Samplings

Xing Shu, Zheng Chen, Jiang-Wei Shen, Shiquan Shen, Feng-Xiang Guo, Yuanjian Zhang, Yong-Gang Liu

IEEE transactions on power electronics

2023

Exploration the route of information integration for vehicle design: A knowledge-enhanced energy management strategy

Zhuoran Hou, Jianhua Guo, Liang Chu, Jin-Cheng Hu, Zheng Chen, Yuanjian Zhang

Energy

2023

Eco-Driving Optimization Method for Heterogeneous CAVs at an Isolated Unsignalized Intersection

Jianjun Cai, Yong-Gang Liu, Wenwei Que, Yuanjian Zhang, Zheng Chen

2023 IEEE International Conference on Unmanned Systems (ICUS)

2023

Cooperative Ecological Adaptive Cruise Control for Plug-In Hybrid Electric Vehicle Based on Approximate Dynamic Programming

Jie Li, Y. Liu, A. Fotouhi, Xiang-Yu Wang, Zheng Chen, Yuanjian Zhang, L. Li

IEEE Transactions on Vehicular Technology

2023

Maneuverability Control Through Rear Wheel Steering with Time-Varying Vehicle Parameters

Ming Liu, Bo Leng, Langtao Tan, Dong Huang, Guo-Fang Chen, Yuanjian Zhang, Lu Xiong

2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI)

2023

FEN-DQN: An End-to-End Autonomous Driving Framework Based on Reinforcement Learning with Explicit Affordance

Yulong Bai, Jia-Tong Du, Yuanjian Zhang, Yan-Jun Huang

2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI)

2023

Hierarchical eco-driving control for plug-in hybrid electric vehicles under multiple signalized intersection scenarios

Zhen-Zhen Lei, Jian-Jun Cai, Jie Li, Dekun Gao, Yuanjian Zhang, Zheng Chen, Y. Liu

Journal of Cleaner Production

2023

An effective multimodal representation and fusion method for multimodal intent recognition

Xue-Jian Huang, Ting-Huai Ma, Li Jia, Yuanjian Zhang, Huan Rong, Najla Alnabhan

Neurocomputing

2022

分段延迟代价敏感三支决策

徐健锋,苗夺谦,张远健

《软件学报》

2022

Global optimization energy management for multi-energy source vehicles based on “Information layer - Physical layer - Energy layer - Dynamic programming” (IPE-DP)

Nan Xu, Yan Kong, Jin-Yue Yan, Yuanjian Zhang, Yan Sui, Hao Ju, Heng Liu, Zhe Xu

Applied Energy

2022

A Data-Driven Method for the Estimation of Truck-State Parameters and Braking Force Distribution

Qunyi Chu, W. Sun, Yuanjian Zhang

Italian National Conference on Sensors

2022

State of Charge Estimation for Lithium-ion Battery Based on Hybrid Compensation Modeling and Adaptive H-Infinity Filter

Xing Shu, Zheng Chen, Jiang-Wei Shen, Feng-Xiang Guo, Yuanjian Zhang, Yonggang Liu

IEEE Transactions on Transportation Electrification

2022

Hierarchical speed planning and energy management for autonomous plug-in hybrid electric vehicle in vehicle-following environment

Yonggang Liu, Bin Huang, Yang Yang, Zhen-Zhen Lei, Yuanjian Zhang, Zheng Chen

Energy

2022

Protocol for state-of-health prediction of lithium-ion batteries based on machine learning

Xing Shu, Shiquan Shen, Jiang-Wei Shen, Yuanjian Zhang, Guang Li, Zheng Chen, Yonggang Liu

STAR Protocols

2022

Real-Time Energy Management for Plug-in Hybrid Electric Vehicles via Incorporating Double-Delay Q-Learning and Model Prediction Control

Shiquan Shen, Shun-Hua Gao, Yonggang Liu, Yuanjian Zhang, Jiang-Wei Shen, Zheng Chen, Zhen-Zhen Lei

IEEE Access

2022

State of health estimation for lithium-ion batteries based on temperature prediction and gated recurrent unit neural network

Zheng Chen, Hong-Qiang Zhao, Yuanjian Zhang, Shiquan Shen, Jiang-Wei Shen, Yonggang Liu

Journal of Power Sources

2022

DRL-ECMS: An Adaptive Hierarchical Equivalent Consumption Minimization Strategy Based on Deep Reinforcement Learning

Yang Lin, Liang Chu, Jin-Cheng Hu, Yuanjian Zhang, Zhuoran Hou

2022 IEEE Intelligent Vehicles Symposium (IV)

2022

An Optimal Control Strategy for Plug-In Hybrid Electric Vehicles Based on Enhanced Model Predictive Control With Efficient Numerical Method

Yuanjian Zhang, Yan-Jun Huang, Zheng Chen, Guang Li, Yonggang Liu

IEEE Transactions on Transportation Electrification

2022

Transfer Learning and Vision Transformer based State-of-Health prediction of Lithium-Ion Batteries

Pengyu Fu, Liang Chu, Zhuoran Hou, Jin-Cheng Hu, Yan-Jun Huang, Yuanjian Zhang

arXiv.org

2022

An Intelligent Energy Management Strategy for Plug-in Hybrid Electric Vehicle Inspired from Monte Carlo Tree Search

Yang Lin, Liang Chu, Jin-Cheng Hu, Yuanjian Zhang, Zhuoran Hou

2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)

2022

An Efficient Lateral Manoeuvre Planner for Automated Vehicles

Harikirshnan Vijayakumar, Dezong Zhao, Jianglin Lan, Jingjing Jiang, Wenjing Zhao, Da-Xin Tian, Yuanjian Zhang, Da-Chuan Li

Social Science Research Network

2022

Optimal sizing and learning-based energy management strategy of NCR/LTO hybrid battery system for electric taxis

Junyan Niu, Wei-Chao Zhuang, Jianwei Ye, Ziyou Song, Guodong Yin, Yuanjian Zhang

Energy

2022

Progress and summary of reinforcement learning on energy management of MPS-EV

Yang Lin, Liang Chu, Jin-Cheng Hu, Zhuoran Hou, Ji-Hao Li, Jingjing Jiang, Yuanjian Zhang

Heliyon

2022

Multi-step ahead voltage prediction and voltage fault diagnosis based on gated recurrent unit neural network and incremental training

Hong-Qiang Zhao, Zheng Chen, Xing Shu, Jiang-Wei Shen, Yong-Gang Liu, Yuanjian Zhang

Energy

2022

A Transferable Intersection Reconstruction Network for Traffic Speed Prediction

Pengyu Fu, Liang Chu, Zhuoran Hou, Jin-Cheng Hu, Yan-Jun Huang, Yuanjian Zhang

arXiv.org

2022

Potential auto-driving threat: Universal rain-removal attack

Jin-Cheng Hu, Jihao Li, Zhuoran Hou, Jingjing Jiang, Cunjia Liu, Liang Chu, Yan-Jun Huang, Yuanjian Zhang

iScience

2022

Integrated Velocity Prediction Method and Application in Vehicle-Environment Cooperative Control Based on Internet of Vehicles

Yuanjian Zhang, Zheng Chen, Guang Li, Yonggang Liu, Yan-Jun Huang, G. Cunningham, J. Early

IEEE Transactions on Vehicular Technology

2022

A novel learning-based robust model predictive control energy management strategy for fuel cell electric vehicles

Shibo Li, Zhuoran Hou, Liang Chu, Jing-Jing Jiang, Yuanjian Zhang

arXiv.org

2022

Alternative combined co-estimation of state of charge and capacity for lithium-ion batteries in wide temperature scope

Jiang-Wei Shen, Wensai Ma, Jian Xiong, Xing Shu, Yuanjian Zhang, Zheng Chen, Yonggang Liu

Energy

2022

Determination of vehicle working modes for global optimization energy management and evaluation of the economic performance for a certain control strategy

Nan Xu, Yan Kong, Yuanjian Zhang, Feng-Lai Yue, Yan Sui, Xiaohan Li, Heng Liu, Zhe Xu

Energy

2022

Energy management for hybrid electric vehicles based on imitation reinforcement learning

Y. Liu, Yitao Wu, Xiang-Yu Wang, L. Li, Yuanjian Zhang, Zheng Chen

Energy

2022

Determining the Distribution of Battery Electric and Fuel Cell Electric Buses in a Metropolitan Public Transport Network

L. Blades, Rachel Macneill, Yuanjian Zhang, G. Cunningham, J. Early

SAE technical paper series

2022

Reinforcement-Learning-Based Decision and Control for Autonomous Vehicle at Two-Way Single-Lane Unsignalized Intersection

Yonggang Liu, Gang Liu, Yitao Wu, Wen-Huan He, Yuanjian Zhang, Zheng Chen

Electronics

2022

A Novel Model Predictive Control Based Co-Optimization Strategy for Velocity Planning and Energy Management of Intelligent PHEVs

Yuanjian Zhang, Zheng Chen, Guang Li, Yonggang Liu, Yan-Jun Huang

IEEE Transactions on Vehicular Technology

2022

Topology optimization and the evolution trends of two-speed transmission of EVs

B. Gao, De-Le Meng, Wen-Tong Shi, W. Cai, Shi-Ying Dong, Yuanjian Zhang, Hong Chen

Renewable & Sustainable Energy Reviews

2022

Hierarchical Graph Pooling is an Effective Citywide Traffic Condition Prediction Model

Shilin Pu, Liang Chu, Zhuoran Hou, Jin-Cheng Hu, Yan-Jun Huang, Yuanjian Zhang

arXiv.org

2022

Spatial-Temporal Feature Extraction and Evaluation Network for Citywide Traffic Condition Prediction

Shilin Pu, Liang Chu, Zhuoran Hou, Jin-Cheng Hu, Yan-Jun Huang, Yuanjian Zhang

IEEE Transactions on Intelligent Vehicles

2022

Co-optimization of velocity planning and energy management for autonomous plug-in hybrid electric vehicles in urban driving scenarios

Zheng Chen, Simin Wu, Shiquan Shen, Y. Liu, Feng-Xiang Guo, Yuanjian Zhang

Energy

2022

Development of Next Generation Fuel Cell Bus: Investigation of Configuration Impact and Control Strategy Development

Yuanjian Zhang, L. Blades, J. Early, G. Cunningham, A. Harris, Jonathan D. Louden

SAE technical paper series

2022

A comprehensive study of speed prediction in transportation system: From vehicle to traffic

Zewei Zhou, Zi-Jiang Yang, Yuanjian Zhang, Yan-Jun Huang, Hong Chen, Zhuoping Yu

iScience

2022

Design, Control, and Validation of Two-Speed Clutchless Automatic Transmission for Electric Vehicle

Yonggang Liu, Jun Xie, D. Qin, Yuanjian Zhang, Zheng Chen, Guang Li, Yan Zhang

IEEE/ASME transactions on mechatronics

2021

Acquisition of full-factor trip information for global optimization energy management in multi-energy source vehicles and the measure of the amount of information to be transmitted

Kong Yan, Nan Xu, Yuanjian Zhang, Sui Yan, Hao Ju, Heng Liu, Zhe Xu

2021

A novel optimal power management strategy for plug-in hybrid electric vehicle with improved adaptability to traffic conditions

Yuanjian Zhang, Chongfeng Wei, Yonggang Liu, Zheng Chen, Zhuoran Hou, Nan Xu

2021

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2021

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IEEE Transactions on Transportation Electrification

2021

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Energy

2021

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2021

Fault diagnosis and abnormality detection of lithium-ion battery packs based on statistical distribution

Qiao Xue, Guang Li, Yuanjian Zhang, Shiquan Shen, Zheng Chen, Yonggang Liu

Journal of Power Sources

2021

Letter from the Special Issue Editors

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SAE International Journal of Commercial Vehicles

2021

An optimal control strategy design for plug-in hybrid electric vehicles based on internet of vehicles

Yuanjian Zhang, Yonggang Liu, Yan-Jun Huang, Zheng Chen, Guang Li, Wanming Hao, G. Cunningham, J. Early

2021

Cooperative optimization of velocity planning and energy management for connected plug-in hybrid electric vehicles

Yonggang Liu, Zheng-Zheng Huang, Jie Li, M. Ye, Yuanjian Zhang, Zheng Chen

Applied Mathematical Modelling

2021

State of health prediction of lithium-ion batteries based on machine learning: Advances and perspectives

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iScience

2021

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Zheng Chen, Wanchao Li, Xing Shu, Jiang-Wei Shen, Yuanjian Zhang, Shiquan Shen

IEEE Access

2021

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Jia-Ming Xing, Liang Chu, Zhuoran Hou, W. Sun, Yuanjian Zhang

Italian National Conference on Sensors

2021

Data-driven based eco-driving control for plug-in hybrid electric vehicles

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2021

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IEEE Transactions on Transportation Electrification

2021

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Shilin Pu, Liang Chu, Yuanjian Zhang, Zhuoran Hou, Jianbing Gao, Chong Guo

2021 5th CAA International Conference on Vehicular Control and Intelligence (CVCI)

2021

Stage of Charge Estimation of Lithium-Ion Battery Packs Based on Improved Cubature Kalman Filter With Long Short-Term Memory Model

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IEEE Transactions on Transportation Electrification

2021

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Yu Liu, Yuanjian Zhang, Hanzhengnan Yu, Zhigen Nie, Yonggang Liu, Zheng Chen

Journal of Cleaner Production

2021

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IET Intelligent Transport Systems

2020

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《智能系统学报》

2020

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2020

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Energy

2020

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Energy

2020

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2020

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IEEE Transactions on Vehicular Technology

2020

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Energy

2020

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2020 4th CAA International Conference on Vehicular Control and Intelligence (CVCI)

2020

Online diagnosis of state of health for lithium-ion batteries based on short-term charging profiles

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2020

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Journal of Power Sources

2020

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SAE technical paper series

2020

Capacity Prediction and Validation of Lithium-Ion Batteries Based on Long Short-Term Memory Recurrent Neural Network

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IEEE Access

2020

Cooperative charging management for electric vehicles via mobile edge computation

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2020

Control Strategy for an Open-End Winding Induction Motor Drive System for Dual-Power Electric Vehicles

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IEEE Access

2020

State of charge estimation framework for lithium‐ion batteries based on square root cubature Kalman filter under wide operation temperature range

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International Journal of Energy Research

2019

面向混合数据的多伴随三支决策

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《智能系统学报》

2019

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IEEE Access

2019

A Cyber-Physical System-Based Velocity-Profile Prediction Method and Case Study of Application in Plug-In Hybrid Electric Vehicle

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IEEE Transactions on Cybernetics

2019

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IEEE Access

2018

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2014

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2014

Study on the Closed-Loop Control Strategy of Voltage for Pure Electric Vehicle in Limp Mode

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2014

Study on the Control Strategy of Slope Starting for Pure Electric Vehicle

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会议论文

2017

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