|
1、Chen B, Zheng J, Guo F, Wei F, Zhang Y, Liu Y, Chen Z*, Shen S. Collaborative decision making with hybrid deep reinforcement learning for connected and autonomous vehicles in mixed traffic. IEEE Transactions on Intelligent Transportation Systems, 2025, 26(10): 14750–14763. (SCI, IF=8.4, Q1) 2、Liu G, Shen S, Liu Y, Zhang Y, Liu Y, Chen Z*, Guo F. Energy-saving control of intelligent connected plug-in hybrid electric vehicle via fusing driving intention of front vehicle. Green Energy and Intelligent Transportation, 2026, 5(2): 100330. (SCI, IF=16.4, Q1) 3、Xia X, Chen Y, Shen J, Liu Y, Zhang Y, Chen Z*, Wei F. State of health estimation for lithium-ion batteries based on impedance feature selection and improved support vector regression. Energy, 2025, 326: 136135. (SCI, IF=9.4, Q1) 4、Wu S, Chen Z*, Shen S, Liu G,, Liu Y, Zhang Y, Li G. Co-optimization of velocity planning and energy management for intelligent plug-in hybrid electric vehicles based on adaptive dynamic programming. IEEE Transactions on Vehicular Technology, 2024, 73(7): 9812–9824. (SCI, IF=7.1, Q1) 5、Shu X, Shen J, Guo F, Liu Y, Zhang Y, Chen Z*, Zhao, H. Towards real-world battery health intelligence: A review of machine learning advances and challenges in SOH estimation. eTransportation, 2025, 26: 100509. (SCI, IF=17.4, Q1) 6、Shu X, Yang H, Chen Z*, Liu Y, Tang A, Shen J. Meta learning based state of health estimation of lithium-ion batteries with small sampling retraining. IEEE Transactions on Industrial Electronics, 2026, 73(2): 2461–2474. (SCI, IF=7.8, Q1) 7、Chen Z, Hu J, Xia X, Liu Y, Zhang Y, Liu Y, Shen J, Wei F. Grouping optimization of dual-system mixed lithium-ion battery pack considering thermal characteristics. Journal of Energy Storage, 2025, 118: 116284. (SCI, IF=9.8, Q1) 8、Xing Shu, Huajun Wang, Baoshuai Liu, Zheng Chen*, Yonggang Liu, Aihua Tang, Jiangwei Shen, Accurate state of charge estimation for lithium-ion batteries based on cross-domain transfer learning with limited data, Journal of Energy Storage, 2025,129:117334. (SCI, IF=9.8, Q1) 9、Zheng Chen, Jingyuan Hu, Jiangwei Shen, Yuanjiang Zhang, Yonggang Liu, Fuxing Wei, Study on thermal characteristics of LiCoxNiyMn1-x-yO2-LiFePO4 mixed battery pack, Case Studies in Thermal Engineering, 2025,74:106919. (SCI, IF=6.4, Q1) 10、Shu X, Chen F, HuY, Chen Z*, Liu Y, Tang A, Shen J, Liu X, State of Health Estimation for Lithium-ion Batteries Based on Short-term and Global Dependency Information, Energy, 2025,332:137319. (SCI, IF=9.4, Q1) 11、Zhenzhen Lei, Wenjun Wan, Along Xue, Chao Zeng, Yuanjian Zhang, Zheng Chen*, Yonggang Liu, Energy efficiency optimization of passenger vehicles considering aerodynamic wake flow influence in car-following scenarios, Energy, 2025, 328(1):136501. (SCI, IF=9.4, Q1) 12、Yitao Wu, Yonggang Liu, Jiang Peng, Zheng Chen*, Yu Liu, Yi Zhang, Enhanced hierarchical eco-driving control for electric vehicles via global velocity optimization with road slope adaptation, IEEE Transactions on Transportation Electrification, 2025,11(4):10322-10335. (SCI, IF=8.9, Q1) 13、Zheng Chen, Yue Peng, Jiangwei Shen, Qiang Zhang, Yonggang Liu, Yuanjian Zhang, Xuelei Xia, Yu Liu, State of health estimation for lithium-ion batteries based on fragmented charging data and improved gated recurrent unit neural network, Journal of Energy Storage, 2025, 115:115952. (SCI, IF=9.8, Q1) 14、Xing Shu, Hao Yang, Xi Liu, Renhua Feng, Jiangwei Shen, Yuanzhi Hu, Zheng Chen*, Aihua Tang, State of health estimation for lithium-ion batteries based on voltage segment and transformer, Journal of Energy Storage, 2025,108:115200. (SCI, IF=9.8, Q1) 15、Chunyan Shuai, Lujie Ruan, Duanqian Chen, Zheng Chen*, Xin Ouyang, Zhenwei Geng. Location optimization of charging stations for electric vehicles based on heterogeneous factors analysis and improved genetic algorithm, IEEE Transactions on Transportation Electrification, 2025, 11(1): 4920-4933. (SCI, IF=8.9, Q1) 16、Ningyuan Guo, Wencan Zhang, Weilin Chen, Zheng Chen*, Jin Liu, Guangze Du, Xiutao Chen, Universal bounds estimation and efficient tuning for equivalent factor in real-time cost-optimal predictive ecms of phevs, IEEE Transactions on Transportation Electrification, 2025, 11(1): 2796-2813. (SCI, IF=8.9, Q1) 17、Jiangwei Shen, Zheng Zhang, Zheng Chen*, Xing Shu, Yonggang Liu, Shiquan Shen, Yu Liu, Yuanjian Zhang, Temperature estimation of multiple places for lithium-ion batteries based on improved electrochemical thermal modeling, IEEE Transactions on Transportation Electrification, 2025, 11(1): 382-392. (SCI, IF=8.9, Q1) 18、Ziyou Zhou, Yonggang Liu, Huan Xia, Zheng Chen*, Yuanjian Zhang, Automatic feature extraction enabled lithium-ion battery capacity estimation using random fragmented charging data, IEEE Transactions on Transportation Electrification, 2025, 10(4): 8845-8856. (SCI, IF=8.9, Q1) 19、Haotian Zhang, Yali Yu, Yonggang Liu, Fengyang Jiang, Zheng Chen*, Yuanjian Zhang, Efficient path planning and tracking control of autonomous vehicles in park scenarios based on sparrow search and stepwise prediction, IEEE Transactions on Transportation Electrification, 2025, 10(4): 8346-8361. (SCI, IF=8.9, Q1) 20、Dehai Zhang, Junhui Li, Ningyuan Guo, Yonggang Liu, Shiquan Shen, Fuxing Wei, Zheng Chen*, Jia Zheng, Adaptive deep reinforcement learning energy management for hybrid electric vehicles considering driving condition recognition, Energy, 2024, 313:134086. (SCI, IF=9.4, Q1) 21、Jie Li, Yonggang Liu, Jun Cheng, Abbas Fotouhi, Zheng Chen*, Eco-driving control for connected plug-in hybrid electric vehicles in urban scenarios with enhanced lane change engagement. Energy, 2024,310:133294. (SCI, IF=9.4, Q1) 22、Yonggang Liu, Yihua Liao, Jingchen Zhang, Jing Wei, Zheng Chen*, Yi Zhang, Adaptive gearshift control for dual clutch transmissions based on hybrid physical and data driven modeling. Automotive Innovation. 2024,7(3):529. (SCI, IF=5, Q1) 23、Ningyuan Guo, Wencan Zhang, Junqiu Li, Zheng Chen*, Jianwei Li, Chao Sun, Predictive energy management of fuel cell plug-in hybrid electric vehicles: A co-state boundaries-oriented PMP optimization approach, Applied Energy, 2024,362:122882. (SCI, IF=11, Q1) 24、Guanying Liu, Fengxiang Guo, Yonggang Liu, Yuanjian Zhang, Yu Liu, Zheng Chen*, Shiquan Shen, Weighted double q-learning based eco-driving control for intelligent connected plug-in hybrid electric vehicle platoon with incorporation of driving style recognition, Journal of Energy Storage, 2024,86:111282. (SCI, IF=9.8, Q1) 25、Ningyuan Guo, Wencan Zhang, Junqiu Li, Jianwei Li, Yunzhi Zhang, Zheng Chen*, Jin Liu, Xing Shu. Model continuity approximations and real-time nonlinear optimization in cost-optimal predictive energy management of fuel cell hybrid electric vehicles, International Journal of Hydrogen Energy, 2024, 61:341.(SCI, IF=8.3, Q1) 26、Jiangwei Shen, Zheng Zhang, Shiquan Shen, Yuanjian Zhang, Zheng Chen*, Yonggang Liu, Accurate state of temperature estimation for lithium-ion batteries based on square root cubature kalman filter, Applied Thermal Engineering, 2024,242:122452.(SCI, IF=6.9, Q1) 27、Jihao Li, Jincheng Hu, Yanjun Huang, Zheng Chen*, Bingzhao Gao, Jingjing Jiang, Yuanjian Zhang, A synthetic digital city dataset for robustness and generalisation of depth estimation models, Scientific Data, 2024,11(1):301. (SCI, IF=6.9, Q1) 28、Hongqian Zhao, Zheng Chen*, Xing Shu, Renxin Xiao, Jiangwei Shen, Yu Liu, Yonggang Liu, Online surface temperature prediction and abnormal diagnosis of lithium-ion batteries based on hybrid neural network and fault threshold optimization, Reliability Engineering & System Safety, 2024,243:109798. (SCI, IF=16.3, Q1) 29、Jie Li, Abbas Fotouhi, Yonggang Liu, Yuanjian Zhang, Zheng Chen*, Review on Eco-driving control for connected and automated vehicles, Renewable and Sustainable Energy Reviews,2024,189:114025.(SCI, IF=16.3, Q1) 30、Yonggang Liu, Bo Yang, Yufei Zhang, Rongheng Li, Zheng Chen*, Xuan Zhou Design and Application: Simplified electrochemical modeling for lithium-ion batteries in whole lifespan, Journal of Energy Storage,2023,74:109496. (SCI, IF=9.8, Q1) 31、Zhenzhen Lei, Jianjun Cai, Jie Li, Dekun Gao, Yuanjian Zhang, Zheng Chen*, Yonggang Liu, Hierarchical eco-driving control for plug-in hybrid electric vehicles under multiple signalized intersection scenarios, Journal of Cleaner Production, 2023,420:1384203. (SCI, IF=10, Q1) 32、Zhuoran Hou, Jianhua Guo, Liang Chu, Jincheng Hu, Zheng Chen*, Yuanjian Zhang, Exploration the route of information integration for vehicle design: A knowledge-enhanced energy management strategy, Energy, 2023,282:128809. (SCI, IF=9.4, Q1) 33、Jiangwei Shen, Wensai Ma, Zheng Chen*, Yonggang Liu, Shiquan Shen, Accurate State of health estimation for lithium-ion batteries under random charging scenarios, Energy, 2023,279:128092. (SCI, IF=9.4, Q1) 34、Jie Li, Abbas Fotouhi, Wenjun Pan, Yonggang Liu, Yuanjian Zhang, Zheng Chen*, Deep reinforcement learning-based eco-driving control for connected electric vehicles at signalized intersections considering traffic uncertainties, Energy, 279:128139. (SCI, IF=9.4, Q1) 35、Yonggang Liu, Qianyou Chen, Jie Li, Yuanjian Zhang, Zheng Chen*, Zhenzhen Lei, Collaborated eco-routing optimization for continuous traffic flow based on energy consumption difference of multiple vehicles, Energy, 2023,274: 127277. (SCI, IF=9.4, Q1) 36、Yuanjian Zhang, Bingzhao Gao, Jingjing Jian, Chengyuan Liu, Dezong Zhao, Quan Zhou, Zheng Chen*, Zhenzhen Lei, Cooperative power management for range extended electric vehicle based on internet of vehicles, Energy, 2023,273: 127238. (SCI, IF=9.4, Q1) 37、Xing Shu, Zheng Chen*, Jiangwei Shen, Shiquan Shen, Fengxiang Guo, Yonggang Liu, Yuanjian Zhang, Ensemble learning and voltage reconstruction based state of health estimation for lithium-ion batteries with twenty random samplings, IEEE Transactions on Power Electronics, 2023,38(4):5538-5548. (SCI, IF=6.5, Q1) 38、Zheng Chen, Simin Wu, Shiquan Shen, Yonggang Liu, Fengxiang Guo, Yuanjian Zhang, Co-optimization of velocity planning and energy management for autonomous plug-in hybrid electric vehicles in urban driving scenarios, Energy, 2023,263:126060. (SCI, IF=9.4, Q1) 39、Yonggang Liu, Yitao Wu, Xiangyu Wang, Liang Li, Yuanjian Zhang, Zheng Chen*, Energy management for hybrid electric vehicles based on imitation reinforcement learning, Energy, 2023,263:125890. (SCI, IF=9.4, Q1) 40、Hongqian Zhao, Zheng Chen*, Xing Shu, Jiangwei Shen, Zhenzhen Lei, Yuanjian Zhang, State of health estimation for lithium-ion batteries based on hybrid attention and deep learning, Reliability Engineering & System Safety, 2023,109066. (SCI, IF=11, Q1) 41、Hongqian Zhao, Zheng Chen*, Xing Shu, Jiangwei Shen, Yonggang Liu, Yuanjian Zhang, Multi-step ahead voltage prediction and voltage fault diagnosis based on gated recurrent unit neural network and incremental training, Energy, 2023,266:126496. (SCI, IF=9.4, Q1) 42、Xing Shu, Jiangwei Shen, Zheng Chen*, Yuanjian Zhang, Yonggang Liu, Yan Lin, Remaining capacity estimation for lithium-ion batteries via co-operation of multi-machine learning algorithms, Reliability Engineering & System Safety, 2022,228:108821. (SCI, IF=11, Q1) 43、Yonggang Liu, Bin Huang, Yang Yang, Zhenzhen Lei, Yuanjian Zhang, Zheng Chen*, Hierarchical speed planning and energy management for autonomous plug-in hybrid electric vehicle in vehicle-following environment, Energy, 2022,260,125212. (SCI, IF=9.4, Q1) 44、Jie Li, Yonggang Liu, Abbas Fotouhi, Xiangyu Wang, Zheng Chen*, Yuanjian Zhang, Liang Li, Cooperative ecological adaptive cruise control for plug-in hybrid electric vehicle based on approximate dynamic programming, IEEE Transactions on Vehicular Technology, 2023,72(3):3132-3145. (SCI, IF=7.1, Q1) 45、Chunyan Shuai, Yu Sun, Xiaoqi Zhang, Fang Yang, Xin Ouyang, Zheng Chen*, Intelligent diagnosis of abnormal charging for electric bicycles based on improved dynamic time warping, IEEE Transactions on Industrial Electronics, 2023,70(7):7280-7289. (SCI, IF=7.2, Q1) 46、Qiao Xue, Junqiu Li, Zheng Chen*, Yuanjian Zhang, Yonggang Liu, Jiangwei Shen, Online capacity estimation of lithium-ion batteries based on deep convolutional time memory network and partial charging profiles, IEEE Transactions on Vehicular Technology, 2023,72(1):444-457. (SCI, IF=7.1, Q1) 47、Yuanjian Zhang, Zheng Chen*, Guang Li, Yonggang Liu, Yanjun Huang, A novel model predictive control based co-optimization strategy for velocity planning and energy management of intelligent PHEVs, IEEE Transactions on Vehicular Technology, 2023,71(12):12667-12681. (SCI, IF=7.1, Q1) 48、Yonggang Liu, Dekun Gao, Kening Zhai, Qi Huang, Zheng Chen*, Yi Zhang, Coordinated control strategy for braking and shifting for electric vehicle with two-speed automatic transmission, eTransportation, 2022,13:100188. (SCI, IF=17, Q1) 49、Zhihang Chen, Yonggang Liu, Yuanjian Zhang, Zhenzhen Lei, Zheng Chen* and Guang Li, A neural network-based ECMS for optimized energy management of plug-in hybrid electric vehicles, Energy, 2022,243:122727. (SCI, IF=9.4, Q1) 50、Yu Liu, Yuanjian Zhang, Hanzhengnan Yu, Zhigen Nie, Yonggang Liu, Zheng Chen*, A novel data-driven controller for plug-in hybrid electric vehicles with improved adaptabilities to environment, Journal of Cleaner Production, 2022,334:130250. (SCI, IF=10, Q1) 51、Yuanjian Zhang, Yanjun Huang, Zheng Chen*, and Yonggang Liu, An optimal control strategy for plug-in hybrid electric vehicles based on enhanced model predictive control with efficient numerical method, IEEE Transactions on Transportation Electrification, 2022,8(2):2516-2530. (SCI, IF=8.3, Q1) 52、Jiangwei Shen, Wensai Ma, Jian Xiong, Xing Shu, Yuanjian Zhang, Zheng Chen*, Yonggang Liu, Alternative combined co-estimation of state of charge and capacity for lithium-ion batteries in wide temperature scope, Energy, 2022,244:123236. (SCI, IF=9.4, Q1) 53、Zheng Chen, Hongji Gu, Shiquan Shen*, Jiangwei Shen, Energy management strategy for power-split plug-in hybrid electric vehicle based on MPC and double Q-learning, Energy, 2022,245:123182. (SCI, IF=9.4, Q1) 54、Yonggang Liu, Jie Li, Jun Gao, Zhenzhen Lei, Yuanjian Zhang, Zheng Chen*, 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, Mechanical Systems and Signal Processing, 2021,158:107765. (SCI, IF=8.9, Q1) 55、Xing Shu, Zheng Chen*, Jiangwei Shen, Fengxiang Guo, Yuanjian Zhang and Yonggang Liu, State of charge estimation for lithium-ion battery based on hybrid compensation modeling and adaptive H-infinity filter, IEEE Transactions on Transportation Electrification, 2022,9(1):945-957. (SCI, IF=8.9, Q1) 56、Yuanjian Zhang, Zheng Chen*, Guang Li, Yonggang Liu, Yanjun Huang, Geoffrey Cunningham, Juliana Early, Integrated velocity prediction method and application in vehicle-environment cooperative control based on internet of vehicles, IEEE Transactions on Vehicular Technology, 2022,71(3): 2639-2654. (SCI, IF=7.1, Q1) 57、Xing Shu, Jiangwei Shen, Yuanjian Zhang, Guang Li, Zheng Chen* and Yonggang Liu, State of health prediction of lithium-ion batteries based on machine learning: Advances and perspectives, iScience (Cell Press), 2021,24(11):103265. (SCI, IF=4.7, Q1) 58、Yuanjian Zhang, Zheng Chen*, Guang Li, Yonggang Liu, Machine leaning based vehicle model construction and validation - towards optimal control strategy development for plug-in hybrid electric vehicles, IEEE Transactions on Transportation Electrification, 2021,8(2):1590-1603. (SCI, IF=8.9, Q1) 59、Yuanjian Zhang, Yonggang Liu, Yanjun Huang, Zheng Chen*, Guang Li, Wanming Hao, Geoff Cunningham, Juliana Early, An optimal control strategy design for plug-in hybrid electric vehicles based on internet of vehicles, Energy, 2021,228:120631. (SCI, IF=9.4, Q1) 60、Yuanjian Zhang, Yanjun Huang, Xiaoxiang Na, Yonggang Liu and Zheng Chen*, Driving behaviour oriented torque demand regulation for electric vehicles with single pedal driving, Energy, 2021,228:120568. (SCI, IF=9.4, Q1) 61、Zhihang Chen, Yonggang Liu, Yuanjian Zhang, Zheng Chen* and Guang Li, A survey on key techniques and development perspectives of equivalent consumption minimisation strategy for hybrid electric vehicles, Renewable and Sustainable Energy Review, 2021,151:111607. (SCI, IF=16.3, Q1) 62、Yonggang Liu, Jun Xie, Datong Qin, Yuanjian Zhang, Zheng Chen*, Guang Li, Design, control, and validation of two-speed clutchless automatic transmission for electric vehicle, IEEE/ASME Transactions on Mechatronics, 27.3 (2021): 1299-1310, 2022,7(3):1299-1310. (SCI, IF=7.3, Q1) 63、Zheng Chen, Hongqian Zhao, Xing Shu, Yuanjian Zhang, Jiangwei Shen, Yonggang Liu, Synthetic state of charge estimation for lithium-ion batteries based on long short-term memory network modelling and adaptive H-Infinity filter, Energy, 2021,228: 120630. (SCI, IF=9.4, Q1) 64、Yuanjian Zhang, Yanjun Huang, Zheng Chen*, Guang Li, Yonggang Liu, A novel learning-based model predictive control strategy for plug-in hybrid electric vehicle, IEEE Transactions on Transportation Electrification, 2021,8(1): 23-35.(SCI, IF=8.9, Q1) 65、Yonggang Liu, Xiao Wang, Liang Li, Lu Zhang, Guang Li, Zheng Chen*, Dynamic lane-changing trajectory planning for autonomous vehicles based on discrete global trajectory, IEEE Transactions on Intelligent Transportation Systems, 2022,23(7):8513-8527. (SCI, IF=9.5, Q1) 66、Xing Shu, Jiangwei Shen, Guang Li, Yuanjian Zhang, Zheng Chen*, Yonggang Liu, A flexible state-of-health prediction scheme for lithium-ion battery packs with long short-term memory network and transfer learning, IEEE Transactions on Transportation Electrification, 2021,7(4):2238-2248. (SCI, IF=8.9, Q1) 67、Yuanjian Zhang, Yanjun Huang, Zheng Chen*, Guang Li, Yonggang Liu, A novel learning based model predictive control strategy for plug-in hybrid electric vehicle, IEEE Transactions on Transportation Electrification, 2022,8(1):23-35. (SCI, IF=8.9, Q1) 68、Yu Liu, Xing Shu, Hanzhengnan Yu, Jiangwei Shen, Yuanjian Zhang, Yonggang Liu, Zheng Chen*, State of charge prediction framework for lithium-ion batteries incorporating long short-term memory network and transfer learning, Journal of Energy Storage, 2021,37:102494. (SCI, IF=10, Q1) 69、陈峥,姜圣男,沈世全,刘永刚,郭凤香. 基于对偶合作博弈与自适应控制的双层智能车辆换道策略[J].中国公路学报,2025,38(05):248-260. (EI) 70、陈峥,张景,陈博闻,李春宇,郭凤香,魏福星. 基于异构多图时空融合的长时域车辆轨迹预测[J].交通运输系统工程与信息,2025,25(04):126-136. (EI) 71、陈峥,李春宇,陈博闻,张景,郭凤香. 非结构化道路下自动驾驶车辆轨迹规划与分层鲁棒控制[J].交通运输工程学报,2025,1-20. (EI) 72、陈博闻,郭凤香,张景,李春宇,陈斌,钟华旭,邓传富,陈峥*. 密集交互场景下基于风险感知与时空图网络的车辆分层轨迹规划[J].中国公路学报,2025,1-20. (EI) 73、申江卫,岩川,刘永刚,沈世全,陈峥*. 基于数据挖掘与大数据分析的电池故障诊断与异常检测[J].电工技术学报,2024,39(24):7979-7994. (EI) 74、陈峥,张玉果,沈世全,吴思敏,刘冠颖. 城市郊区道路跟车条件下智能网联汽车速度规划[J].中国公路学报,2023,36(06):298-310. (EI) 75、舒星,刘永刚,申江卫,陈峥*. 基于改进最小二乘支持向量机与Box-Cox变换的锂离子电池容量预测[J].机械工程学报,2021,57(14):118-128. (EI) |