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博士、硕士生导师 - 陈峥

2024-03-23  点击:[]




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陈峥1982年8月生,工学博士二级教授博士生导师。现任云南省新能源汽车生产力促进中心、云南省车路协同控制与运行安全创新团队、云南省高速公路绿能融合控制国际联合实验室等平台或团队负责人,兼任南省交通科学研究院有限公司科技副总。获“国家高层次人才支持计划”青年人才、省“兴滇英才支持计划”云岭学者、省“百名海外高层次人才引进计划”学者、重庆市“巴渝学者”讲座教授、云南省创新之星、欧盟玛丽·居里学者、英国工程技术学会会士(IET Fellow)、国际电气电子工程师协会杰出讲师(IEEE VTS Distinguished Lecturer)、爱思唯尔中国高被引学者、全球“终身科学影响力排行榜”前2%顶尖科学家(斯坦福大学发布)荣誉

主要承担本科生课程《智能车辆与智能交通系统概论》、研究生课程《先进控制理论与方法》等教学任务。主持省部级教学改革项目1项,获省级教学成果奖3项、校级教学成果奖4项。

主要从事智能交通领域研究,围绕自动驾驶、智能网联汽车车路协同控制、动力电池管控等方向开展系统研究。主持国家级科研项目7项、省部级项目9项,其他各类科研项目累计30余项。近五年以第一作者或通讯作者发表高水平学术论文180余篇,其中SCI/EI收录140余篇;授权专利50余项(其中发明专利38项)。获省部级科技奖励3项。

指导研究生获省级优秀学位论文4人;指导学生获国家级/省级竞赛奖项20余项。现担任IEEE PES中国区动力电池分委会常务理事及中国自动化学会车辆控制与智能化专委会等职务,兼任多个SCI/EI期刊审稿人。

陈峥 教授


主要研究方向


1、自动驾驶

2、智能网联汽车车路协同控制

3、混合动力汽车动力系统优化控制

4、动力电池管控

5、强化学习、人工智能

主要科研项目


1、国家自然科学基金项目,面向异质多车协同运行的智能网联新能源汽车时空轨迹规划与节能控制,2023.01-2026.12,主持

2、国家自然科学基金项目,基于多域耦合建模的车用双体系混装锂电池组拓扑结构优化与关键参数估算,2023.01-2026.12,主持

3、国家“高层次人才支持计划”青年人才专项,智能网联电动汽车节能控制,2023.01- 2025.12,主持

4、云南省“兴滇英才支持计划”云岭学者支持项目,智能网联新能源汽车能量管理与优化控制,2024.01- 2028.12,主持

5、云南省“兴滇英才支持计划”创新团队项目,云南省车路协同控制与运行安全创新团队,2025.01- 2027.12,主持

6、云南省基础研究计划重点项目,智能网联电动车辆多车协同节能控制,2024.03- 2027.02,主持

7、云南省重点研发计划,高速公路“风-光-储”多能融合控制关键技术研发,2025.01- 2027.12,主持

8、云南省重点研发计划,云南省高速公路绿能融合控制国际联合实验室,2025.07- 2028.06,课题负责人

9、横向课题,越障涉水攀爬机器人样机开发,2022.04- 2024.04,主持

10、横向课题,基于Simulink的12V LFP LIBB电池ECM Aging模型开发,2022.12- 2023.12,主持

主要科研成果


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): 1475014763. (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)

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