Yue Wu
Main positions:Assistant Professor
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Journal Publications
[1]Xiaoyang Chen, Qiang Zheng, Yue Wu, Li Wang, Heng Li*.State-of-Charge Estimation of Supercapacitors Using a Switching Extended Kalman Filter[J].IEEE Transactions on Instrumentation and Measurement, 2025, 74: 9006113.
[2]Heng Li, Hamza Shaukat, Ren Zhu, Muaaz Bin Kaleem*, Yue Wu*.Fault Detection of Li–Ion Batteries in Electric Vehicles: A Comprehensive Review[J].Sustainability, 2025, 14 (17): 6322.
[3]Kaifu Guan, Zhiwu Huang, Yang Gao, Yue Wu*, Fei Li, Heng Li.Towards adaptive deep reinforcement learning energy management for electric vehicles: An online updating approach[J].Energy, 2025, 325: 135996.
[4]Chenyuan Liu, Heng Li, Kexin Li, Yue Wu*, Baogang Lv.Deep Learning for State of Health Estimation of Lithium-Ion Batteries in Electric Vehicles: A Systematic Review[J].Energies, 2025, 18 (6): 1463.
[5]Heng Li, Muaaz Bin Kaleem, Kailong Liu*, Yue Wu*, Weirong Liu, Qiao Peng.Fault prognosis of Li-ion batteries in electric vehicles: Recent progress, challenges and prospects[J].Journal of Energy Storage, 2025, 116: 116002.
[6]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, 2025, 378: 124832.
[7]Boyu Shu, Zhiwu Huang, Wanwan Ren, Yue Wu*, Heng Li*.Learning-Based Model Predictive Control for Legged Robots with Battery–Supercapacitor Hybrid Energy Storage System[J].Applied Sciences, 2025, 15 (1): 382.
[8]Xianqqiang Wu, Kuangpu Liu, Yue Wu, Cheng Luo, Zhongting Tang, Tamas Kerekes*.Near-Optimal Energy Management Strategy for a Grid-Forming PV and Hybrid Energy Storage System[J].IEEE Transactions on Smart Grid, 2024, 16 (2) : 1422 - 1433.
[9]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.
[10]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.
[11]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.
[12]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.
[13]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.
[14]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.
[15]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.
[16]Yue Wu, Zhiwu Huang, Yunhong Che, Zini Wang, Jun Peng*.Spatial-temporal data-driven speed prediction for energy management of battery/supercapacitor electric vehicles[C].IECON 2023-49th Annual Conference of the IEEE Industrial Electronics Society, 2023: 1-7.
[17]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.
[18]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.
[19]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.
[20]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.
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