Yue Wu
Main positions:Assistant Professor
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Journal Publications
[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, 2024, 378: 124832.
[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.
[3]Jingda Wu, Jiankun Peng*, Menglin Li, Yue Wu.Enhancing fuel cell electric vehicle efficiency with TIP-EMS: A trainable integrated predictive energy management approach[J].Energy Conversion and Management, 2024, 310: 118499.
[4]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.
[5]Xiangqiang Wu, Yue Wu, Zhongting Tang, Tamás Kerekes*.An adaptive power smoothing approach based on artificial potential field for PV plant with hybrid energy storage system[J].Solar Energy, 2024, 270: 112377.
[6]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.
[7]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.
[8]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.
[9]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.
[10]Heng Li, Muaaz Bin Kaleem, Zhijun Liu, Yue Wu, Weirong Liu*, Zhiwu Huang.IoB: Internet-of-Batteries for Electric Vehicles–Architectures, Opportunities, and Challenges[J].Green Energy and Intelligent Transportation, 2023, 2 (6): 100128.
[11]Yulin Zhang, Yue Wu*, Wei He, Yang Gao, Hui Peng, Heng Li.Multi-Objective Optimization of Vehicle Following Control for Connected Electric Vehicles based on Deep Deterministic Policy Gradient[J].SAE International Journal of Electrified Vehicles, 2023, 13 (1): 1-14.
[12]Shilong Zhuo, Heng Li, Muaaz Bin Kaleem, Hui Peng, Yue Wu*.Digital Twin-based Remaining Driving Range Prediction for Connected Electric Vehicles[J].SAE International Journal of Electrified Vehicles, 2023, 13 (1): 1-14.
[13]Yunhong Che, Yusheng Zheng, Yue Wu, Xianke Lin, Jiacheng Li*, Xiaosong Hu*, Remus Teodorescu.Battery States Monitoring for Electric Vehicles Based on Transferred Multi-Task Learning[J].IEEE Transactions on Vehicular Technology, 2023, 72 (8): 10037-10047.
[14]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.
[15]Yongjie Liu, Zhiwu Huang, Yue Wu, Lisen Yan, Fu Jiang*, Jun Peng.An online hybrid estimation method for core temperature of lithium-ion battery with model noise compensation[J].Applied Energy, 2022, 327: 120037.
[16]Zhiwu Huang, Pingping Wang, Feng Zhou*, Bin Chen, Yue Wu, Yongjie Liu, Fei Li, Jing Wang, Jun Peng.Distributed cooperative cruise control for high‐speed trains with multi‐objective optimization[J].IET Control Theory & Applications, 2022, 16 (16): 1645-1656.
[17]Yunhong Che, Yusheng Zheng, Yue Wu, Xin Sui, Pallavi Bharadwaj, Daniel-Ioan Stroe, Yalian Yang*, Xiaosong Hu*, Remus Teodorescu.Data efficient health prognostic for batteries based on sequential information-driven probabilistic neural network[J].Applied Energy, 2022, 323: 119663.
[18]Yijun Cheng, Jun Peng, Kaiyang Liu, Fu Jiang*, Yue Wu, Zhiwu Huang*.A distributed energy management scheme with the extended optimization horizon for Energy Internet[J].Sustainable Energy, Grids and Networks, 2022, 31: 100698.
[19]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.
[20]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.
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