Zheng Chen

发表

LiFePO4 battery charging strategy design considering temperature rise minimization

Xiaoyu Li, Zheng Chen, Xing Shu, 2017 .

A novel data-driven controller for plug-in hybrid electric vehicles with improved adaptabilities to driving environment

Zheng Chen, Yu Liu, Yuanjian Zhang, 2021, Journal of Cleaner Production.

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

Zheng Chen, Xing Shu, Jiangwei Shen, 2021, iScience.

Optimal charging strategy design for lithium‐ion batteries considering minimization of temperature rise and energy loss

Yonggang Liu, Jiangwei Shen, Renxin Xiao, 2019, International Journal of Energy Research.

An Improved State of Charge Estimation Method for Lithium-Ion Battery Used in a Wide Ambient Temperature Range

Zheng Chen, Renxin Xiao, Jiangwei Shen, 2019, 2019 Chinese Automation Congress (CAC).

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

Gang Liu, Zheng Chen, Yuanjian Zhang, 2022, Electronics.

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

Zheng Chen, Xing Shu, Jiangwei Shen, 2022, Energy.

An optimal charging algorithm for lithium-ion batteries considering temperature rise minimization

Xiaoyu Li, Zheng Chen, Xing Shu, 2017, 2017 Chinese Automation Congress (CAC).

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

Zheng Chen, Xing Shu, Jiangwei Shen, 2022, IEEE Transactions on Transportation Electrification.

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

J. Early, Zheng Chen, Yuanjian Zhang, 2022, IEEE Transactions on Vehicular Technology.

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

Guang Li, Yonggang Liu, Zheng Chen, 2021, IEEE Transactions on Transportation Electrification.

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

Y. Liu, Zheng Chen, Yuanjian Zhang, 2022, Energy.

State of health estimation for lithium-ion batteries based on hybrid attention and deep learning

Zheng Chen, Xing Shu, Jiangwei Shen, 2022, Reliab. Eng. Syst. Saf..

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

Zheng Chen, Xing Shu, Jiangwei Shen, 2022, Energy.

An adaptive fusion estimation algorithm for state of charge of lithium-ion batteries considering wide operating temperature and degradation

Guang Li, Yonggang Liu, Zheng Chen, 2020 .

A Novel Lane Change Decision-Making Model of Autonomous Vehicle Based on Support Vector Machine

Zheng Chen, Shuo Cheng, Liang Li, 2019, IEEE Access.

A predictive energy management strategy for multi-mode plug-in hybrid electric vehicles based on multi neural networks

Guang Li, Yonggang Liu, Zheng Chen, 2020, Energy.

A Flexible State-of-Health Prediction Scheme for Lithium-Ion Battery Packs With Long Short-Term Memory Network and Transfer Learning

Yonggang Liu, Jiangwei Shen, Xing Shu, 2021, IEEE Transactions on Transportation Electrification.

State of Health Estimation for Lithium-ion Batteries Based on Fusion of Autoregressive Moving Average Model and Elman Neural Network

Yonggang Liu, Zheng Chen, Jiangwei Shen, 2019, IEEE Access.

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

Guang Li, Yonggang Liu, Qiao Xue, 2021 .

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

Zheng Chen, Jiangwei Shen, Yuanjian Zhang, 2022, Journal of Power Sources.

A novel energy management method for series plug-in hybrid electric vehicles

Chunting Chris Mi, Zheng Chen, Bing Xia, 2015 .

A neural network-based ECMS for optimized energy management of plug-in hybrid electric vehicles

ZhiHang Chen, Zheng Chen, Yuanjian Zhang, 2021, Energy.

Battery Pack Grouping and Capacity Improvement for Electric Vehicles Based on a Genetic Algorithm

Zheng Chen, Ningyuan Guo, Jiangwei Shen, 2017 .

A Hierarchical Energy Management Strategy for Power-Split Plug-in Hybrid Electric Vehicles Considering Velocity Prediction

Zheng Chen, Peng Dong, Ningyuan Guo, 2018, IEEE Access.

Intelligent Diagnosis of Abnormal Charging for Electric Bicycles Based on Improved Dynamic Time Warping

Zheng Chen, Chunyan Shuai, Xin Ouyang, 2023, IEEE Transactions on Industrial Electronics.

Driving Intention Identification Based on Long Short-Term Memory and A Case Study in Shifting Strategy Optimization

Datong Qin, Zheng Chen, Yonggang Liu, 2019, IEEE Access.

Stochastic model predictive control for energy management of power-split plug-in hybrid electric vehicles based on reinforcement learning

Guang Li, Yonggang Liu, Zheng Chen, 2020, Energy.

Remaining Useful Life Prediction for Lithium-Ion Batteries Based on Capacity Estimation and Box-Cox Transformation

Zheng Chen, Yuanjian Zhang, Yonggang Liu, 2020, IEEE Transactions on Vehicular Technology.

Cooperative charging management for electric vehicles via mobile edge computation

Guang Li, Chao Sun, Yonggang Liu, 2020 .

Energy management strategy for power-split plug-in hybrid electric vehicle based on MPC and double Q-learning

Zheng Chen, Jiangwei Shen, Shiquan Shen, 2022, Energy.

Driving-behavior-aware stochastic model predictive control for plug-in hybrid electric buses

Chao Yang, Zheng Chen, Liang Li, 2016 .

Energy saving performance improvement of intelligent connected PHEVs via NN-based lane change decision

Liang Li, Zheng Chen, Shuo Cheng, 2021, Science China Technological Sciences.

Research on intelligent launching control of dual clutch transmissions based on adaptive neural fuzzy inference system

Qixing Huang, Zheng Chen, Guo-Hua Zhao, 2022, Journal of Mechanical Science and Technology.

Dynamic Lane-Changing Trajectory Planning for Autonomous Vehicles Based on Discrete Global Trajectory

Yonggang Liu, Lu Zhang, Liang Li, 2021, IEEE Transactions on Intelligent Transportation Systems.

A novel strategy for power sources management in connected plug-in hybrid electric vehicles based on mobile edge computation framework

Yonggang Liu, Wanming Hao, Zheng Chen, 2020 .

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

Guang Li, Yonggang Liu, Zheng Chen, 2020 .

State of Health Estimation for Lithium-Ion Batteries Based on Healthy Features and Long Short-Term Memory

Zhenzhen Lei, Yonggang Liu, Yitao Wu, 2020, IEEE Access.

Research on Equivalent Factor Boundary of Equivalent Consumption Minimization Strategy for PHEVs

Jie Li, Datong Qin, Yonggang Liu, 2020, IEEE Transactions on Vehicular Technology.

Rule learning based energy management strategy of fuel cell hybrid vehicles considering multi-objective optimization

Ming Ye, Yonggang Liu, Junjun Liu, 2020 .

A real-time blended energy management strategy of plug-in hybrid electric vehicles considering driving conditions

Datong Qin, Pan Zhao, Zhenzhen Lei, 2020 .

An adaptive equivalent consumption minimization strategy for plug-in hybrid electric vehicles based on traffic information

Datong Qin, Zhenzhen Lei, Yonggang Liu, 2020 .

An On-Board Remaining Useful Life Estimation Algorithm for Lithium-Ion Batteries of Electric Vehicles

Zheng Chen, Jiangwei Shen, Renxin Xiao, 2017 .

Remaining capacity estimation for lithium-ion batteries via co-operation of multi-machine learning algorithms

Zheng Chen, Xing Shu, Jiangwei Shen, 2022, Reliab. Eng. Syst. Saf..

Energy management for hybrid electric vehicles based on imitation reinforcement learning

Y. Liu, L. Li, Zheng Chen, 2022, Energy.

Wireless Power Transfer by Electric Field Resonance and Its Application in Dynamic Charging

Han Zhao, Zhe Liu, Zheng Chen, 2016, IEEE Transactions on Industrial Electronics.

Machine Learning-Based Vehicle Model Construction and Validation—Toward Optimal Control Strategy Development for Plug-In Hybrid Electric Vehicles

Yonggang Liu, Juliana Early, Yuanjian Zhang, 2021, IEEE Transactions on Transportation Electrification.

Research on a multi-objective hierarchical prediction energy management strategy for range extended fuel cell vehicles

Datong Qin, Jie Li, Zheng Chen, 2019, Journal of Power Sources.

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

Nan Xu, Yonggang Liu, Chongfeng Wei, 2021 .

A Novel Learning-Based Model Predictive Control Strategy for Plug-In Hybrid Electric Vehicle

Yonggang Liu, Yuanjian Zhang, Zheng Chen, 2021, IEEE Transactions on Transportation Electrification.

Multimode Energy Management for Plug-In Hybrid Electric Buses Based on Driving Cycles Prediction

Chao Yang, Dongpu Cao, Zheng Chen, 2016, IEEE Transactions on Intelligent Transportation Systems.

Prediction of vehicle driving conditions with incorporation of stochastic forecasting and machine learning and a case study in energy management of plug-in hybrid electric vehicles

Zhenzhen Lei, Yonggang Liu, Yuanjian Zhang, 2021 .

An adaptive multi-state estimation algorithm for lithium-ion batteries incorporating temperature compensation

Guang Li, Zhenzhen Lei, Yonggang Liu, 2020 .

State of Health Estimation for Lithium-Ion Batteries Based on Elman Neural Network

Yonggang Liu, Qiao Xue, Zheng Chen, 2019, DEStech Transactions on Environment, Energy and Earth Sciences.

A uniform estimation framework for state of health of lithium-ion batteries considering feature extraction and parameters optimization

Guang Li, Zhenzhen Lei, Yonggang Liu, 2020 .

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

Zheng Chen, Xing Shu, Jiangwei Shen, 2023, IEEE Transactions on Power Electronics.

Capacity Estimation of lithium battery based on charging data and Long Short-term Memory Recurrent Neural Network

Xuan Zhou, Zheng Chen, Yonggang Liu, 2022, 2022 IEEE Intelligent Vehicles Symposium (IV).

State of Health Estimation for Lithium-Ion Battery Based on Long Short Term Memory Networks

Zheng Chen, Jiangwei Shen, Renxin Xiao, 2019, DEStech Transactions on Environment, Energy and Earth Sciences.

On-board state of health estimation for lithium-ion batteries based on random forest

Zheng Chen, Mengmeng Sun, Jiangwei Shen, 2018, 2018 IEEE International Conference on Industrial Technology (ICIT).

Cooperative control strategy for plug-in hybrid electric vehicles based on a hierarchical framework with fast calculation

Yonggang Liu, Zheng Chen, Yuanjian Zhang, 2020 .

Research on Classification and Recognition of Driving Styles Based on Feature Engineering

Datong Qin, Zheng Chen, Pan Zhao, 2019, IEEE Access.

Operation Efficiency Optimization for Permanent Magnet Synchronous Motor Based on Improved Particle Swarm Optimization

Yuanjian Zhang, Jiangwei Shen, Xing Shu, 2021, IEEE Access.

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

Zheng Chen, Yuanjian Zhang, Yonggang Liu, 2022, IEEE Transactions on Transportation Electrification.

Driving behavior oriented torque demand regulation for electric vehicles with single pedal driving

Yonggang Liu, Xiaoxiang Na, Yuanjian Zhang, 2021 .

Design of an Improved Implicit Generalized Predictive Controller for Temperature Control Systems

Zhenzhen Lei, Jiangwei Shen, Renxin Xiao, 2020, IEEE Access.

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

Guang Li, Jian Xiong, Yonggang Liu, 2020, International Journal of Energy Research.

Online energy management strategy of fuel cell hybrid electric vehicles based on rule learning

Datong Qin, Yi Zhang, Yonggang Liu, 2020 .

A Novel Adaptive Control of PMSM for Electric Vehicle

Zheng Chen, Zelin Wang, Jiangwei Shen, 2017, 2017 IEEE Vehicle Power and Propulsion Conference (VPPC).

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

Zheng Chen, Xing Shu, Jiangwei Shen, 2022, STAR protocols.

A Novel Accuracy and Similarity Search Structure Based on Parallel Bloom Filters

Zheng Chen, Siqi Li, Xin Ouyang, 2016, Comput. Intell. Neurosci..

An Adaptive Equivalent Consumption Minimization Strategy for Plug-In Hybrid Electric Vehicles Based on Energy Balance Principle

Datong Qin, Zheng Chen, Zhenzhen Lei, 2019, IEEE Access.

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

Yuanjian Zhang, Yitao Wu, Jiangwei Shen, 2020, IEEE Access.

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

Junqiu Li, Zheng Chen, Jiangwei Shen, 2023, IEEE Transactions on Vehicular Technology.

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

Zheng Chen, Yuanjian Zhang, Yonggang Liu, 2022, Energy.

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

Zhenzhen Lei, Yonggang Liu, Yuanjian Zhang, 2021 .

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

Yonggang Liu, Yuanjian Zhang, Jie Li, 2021, Applied Mathematical Modelling.

Energy management for plug-in hybrid electric vehicles considering optimal engine ON/OFF control and fast state-of-charge trajectory planning

Zheng Chen, Ningyuan Guo, Jiangwei Shen, 2018, Energy.

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

Y. Liu, Zheng Chen, A. Fotouhi, 2023, Energy.

Estimation method of state-of-charge for lithium-ion battery used in hybrid electric vehicles based on variable structure extended kalman filter

Nong Zhang, Zheng Chen, Yong Sun, 2016 .

Multi-Objective Optimization Energy Management Strategy for Fuel Cell Hybrid Vehicles Based on Rule Learning

Datong Qin, Yonggang Liu, Junjun Liu, 2019, DEStech Transactions on Environment, Energy and Earth Sciences.

A Modified Predictive Functional Control With Sliding Mode Observer for Automated Dry Clutch Control of Vehicle

Zheng Chen, Fahad Muhammad, Xiangyu Wang, 2016 .

An Optimized Rule Based Energy Management Strategy for a Fuel Cell/Battery Vehicle

Zheng Chen, Qiang Zhang, Ningyuan Guo, 2017, 2017 IEEE Vehicle Power and Propulsion Conference (VPPC).

State of Health Estimation of Lithium-Ion Batteries Based on Fixed Size LS-SVM

Zheng Chen, Mengmeng Sun, Jiangwei Shen, 2018, 2018 IEEE Vehicle Power and Propulsion Conference (VPPC).

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

Zheng Chen, Yuanjian Zhang, Yonggang Liu, 2022, IEEE Transactions on Vehicular Technology.

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

Zheng Chen, Jiangwei Shen, Yuanjian Zhang, 2022, IEEE Access.

Synthetic state of charge estimation for lithium-ion batteries based on long short-term memory network modeling and adaptive H-Infinity filter

Yonggang Liu, Jiangwei Shen, Xing Shu, 2021 .

Coordinated control strategy for braking and shifting for electric vehicle with two-speed automatic transmission

Qixing Huang, Zheng Chen, Yonggang Liu, 2022, eTransportation.

Charging strategy design of lithium-ion batteries for energy loss minimization based on minimum principle

Zheng Chen, Mengmeng Sun, Jiangwei Shen, 2017, 2017 IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific).

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

Zheng Chen, Yuanjian Zhang, Shiquan Shen, 2024, Journal of Energy Storage.

A Convolutional Neural Network-Based Driving Cycle Prediction Method for Plug-in Hybrid Electric Vehicles With Bus Route

Shengnan Fang, Chao Yang, Zheng Chen, 2020, IEEE Access.

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

B. Gao, Zheng Chen, Yuanjian Zhang, 2023, Energy.

Temporal-Difference Learning-Based Stochastic Energy Management for Plug-in Hybrid Electric Buses

Liang Li, Zheng Chen, Chao Yang, 2019, IEEE Transactions on Intelligent Transportation Systems.

Reinforcement Energy Management Strategy for a Plug-in Hybrid Electric Vehicle Considering State-of-Charge Constraint

ZhiHang Chen, Zheng Chen, Yonggang Liu, 2020, 2020 4th CAA International Conference on Vehicular Control and Intelligence (CVCI).

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

Y. Liu, Zheng Chen, Yuanjian Zhang, 2023, Journal of Cleaner Production.