个人简介
武悦,1995年8月生,山西吕梁人,工学博士,中南大学电子信息学院电子科学系讲师,电气与电子工程师协会会员(IEEE Member)。
2017年6月本科毕业于中南大学自动化专业,2023年12月博士毕业于中南大学,获控制科学与工程工学博士学位(导师:黄志武),博士期间获中南大学校长奖学金2次。2021年11月至2023年10月期间受国家留学基金委资助,在丹麦奥尔堡大学能源技术系进行博士联合培养(合作导师:Remus Teodorescu,IEEE Fellow)。2024年4月正式加入中南大学电子信息学院电子科学系担任讲师。
以第一/通信作者在Applied Energy (APEN)、Energy (EGY)、Energy Conversion and Management (ECM)和IEEE Transactions on Intelligent Transportation Systems (TITS)等能源和交通类顶级期刊发表高水平论文10余篇,ESI高被引论文2篇,谷歌学术引用500余次,h指数14。担任Energies客座编辑,RSER、APEN、EGY、JES、IEEE TTE、TITS、TIE、TIV和AUIN等十余个国际权威SCI期刊的审稿人。
研究方向:智能网联新能源汽车自动驾驶、预测、规划、储能系统能量管理/热管理等(优化控制、人工智能、强化学习等理论的研究与应用),欢迎感兴趣的学生联系。
Google学术主页:Yue Wu (武悦) - Google Scholar
ResearchGate主页:Yue Wu | ResearchGate
ORCID:0000-0003-2387-4766
公益科普讲座回放:
科普中国-科普湖南:“新能源汽车的‘心脏’——动力电池”- 新能源汽车的“心脏”——动力电池 (2024.09.26)
客座编辑-欢迎投稿:
Special Issue:Energies (IF: 3.0) - Key Functionalities in Battery Management Systems for Transportation Electrification (2025.02.25截止)
代表论文
[1] Weirong Liu, Pengfei Yao, Yue Wu*, Lijun Duan, Heng Li, Jun Peng. Imitation reinforcement learning energy management for electric vehicles with hybrid energy storage system[J]. Applied Energy, under review.
[2] Yue Wu, Zhiwu Huang, Dongjun Li, Heng Li*, Jun Peng, Josep M Guerrero, Ziyou Song. Integrated battery thermal and energy management for electric vehicles with hybrid energy storage system: A hierarchical approach[J]. Energy Conversion and Management, 2024, 317: 118853. (JCRQ1, 中科院Q1, Top)
[3] Zini Wang, Zhiwu Huang, Yue Wu*, Weirong Liu, Heng Li, Jun Peng. An Optimized Prediction Horizon Energy Management Method for Hybrid Energy Storage Systems of Electric Vehicles[J]. IEEE Transactions on Intelligent Transportation Systems, 2024, 25 (5): 4540-4551. (JCRQ1, 中科院Q1, Top)
[4] Yue Wu, Zhiwu Huang, Dongjun Li, Heng Li*, Jun Peng, Daniel Stroe, Ziyou Song*. Optimal battery thermal management for electric vehicles with battery degradation minimization[J]. Applied Energy, 2024, 353: 122090. (JCRQ1, 中科院Q1, Top, ESI Highly Cited Paper, top 1%)
[5] Yue Wu, Zhiwu Huang, Rui Zhang, Pei Huang, Yang Gao, Heng Li, Yongjie Liu*, Jun Peng. Driving style-aware energy management for battery/supercapacitor electric vehicles using deep reinforcement learning[J]. Journal of Energy Storage, 2023, 73: 109199. (JCRQ1, 中科院Q2, Top)
[6] Kai Gao, Pan Luo, Jin Xie, Bin Chen, Yue Wu*, Ronghua Du. Energy management of plug-in hybrid electric vehicles based on speed prediction fused driving intention and LIDAR[J]. Energy, 2023, 284: 128535. (JCRQ1, 中科院Q1, Top)
[7] Fei Li, Yang Gao, Yue Wu*, Yaoxin Xia, Chenglong Wang, Jiajian Hu, Zhiwu Huang. Incentive learning-based energy management for hybrid energy storage system in electric vehicles[J]. Energy Conversion and Management, 2023, 293: 117480. (JCRQ1, 中科院Q1, Top)
[8] Yue Wu, Zhiwu Huang, Yusheng Zheng, Yongjie Liu, Heng Li*, Yunhong Che*, Jun Peng, Remus Teodorescu. Spatial-temporal data-driven full driving cycle prediction for optimal energy management in battery/supercapacitor electric vehicles[J]. Energy Conversion and Management, 2023, 277: 116619. (JCRQ1, 中科院Q1, Top)
[9] Yue Wu, Zhiwu Huang, Heath Hofmann, Yongjie Liu, Jiahao Huang, Xiaosong Hu, Jun Peng*, Ziyou Song*. Hierarchical Predictive Control for Electric Vehicles with Hybrid Energy Storage System under Vehicle-Following Scenarios[J]. Energy, 2022, 251: 123774. (JCRQ1, 中科院Q1, Top)
[10] Jiahao Huang, Zhiwu Huang, Yue Wu, Yongjie Liu, Heng Li, Fu Jiang*, Jun Peng. Sizing optimization research considering mass effect of hybrid energy storage system in electric vehicles[J]. Journal of Energy Storage, 2022, 48: 103892. (JCRQ1, 中科院Q2, Top)
[11] Lisen Yan, Jun Peng, Dianzhu Gao, Yue Wu, Yongjie Liu, Heng Li, Weirong Liu*, Zhiwu Huang. A hybrid method with cascaded structure for early-stage remaining useful life prediction of lithium-ion battery[J]. Energy, 2022, 243: 123038. (JCRQ1, 中科院Q1, Top, ESI Highly Cited Paper, top 1%)
[12] Hongtao Liao, Jun Peng*, Yue Wu, Heng Li, Yanhui Zhou, Xiaoyong Zhang, Zhiwu Huang. Adaptive Split-Frequency Quantitative Power Allocation for Hybrid Energy Storage Systems[J]. IEEE Transactions on Transportation Electrification, 2021, 7 (4): 2306-2317 (JCRQ1, 中科院Q1, Top)
[13] Yue Wu, Zhiwu Huang, Hongtao Liao, Bin Chen, Xiaoyong Zhang*, Yanhui Zhou, Yongjie Liu, Heng Li, Jun Peng. Adaptive power allocation using artificial potential field with compensator for hybrid energy storage systems in electric vehicles[J]. Applied Energy, 2020, 257: 113983. (JCRQ1, 中科院Q1, Top)
教育经历
[1] 2013.9-2017.6
中南大学 | 自动化 | 工学学士学位 | 大学本科毕业
[2] 2017.9-2018.6
中南大学 | 控制科学与工程 | 推免+硕博连读 | 硕士研究生
[3] 2018.9-2023.12
中南大学 | 控制科学与工程 | 工学博士学位 | 博士研究生毕业
[4] 2021.11-2023.10
奥尔堡大学 | 电气工程 | 博士联合培养 | 能源技术系
工作经历
[1] 2024.4-至今
中南大学
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电子信息学院 电子科学系
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讲师
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在职
其他联系方式
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[6] 邮箱: