Yifei Xu

Yifei Xu

M.S. Student in Electrical Engineering

🤠 About Me

I am a second year graduate student from ShanghaiTech University. I recieved my B.S. degree in Electrical Engineering and Automation from East China University of Science and Technology, Shanghai, in Summer 2023. I am currently working toward the M.S. degree in Electronic Science and Technology with the School of Information Science and Technology (SIST), ShanghaiTech University, Shanghai, China. My research interests include:

  • AI for Energy (AI4E), especially for batteries
  • State of Health (SOH) Estimation
  • Remaining Useful Life (RUL) Prediction
  • Machine Leanrning

🔥 News

  • 2025.01:  🎉🎉 One paper is accepted by JES!!
  • 2024.03:  🎉🎉 Two papers are accepted by ITEC 2024!

📝 Publications

(🌸 first author [2 paper] / 🌻 co-author [4 papers])

VPPC 2025
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  • 🌻 [6] Jiaqi Zhao#, Jingying Xie, Yong Li, Fanqi Min, and Hengzhao Yang*, “A diagnosis framework for early-stage internal short circuit faults of lithium metal batteries based on incremental capacity,” in Proceedings of the 2025 IEEE Vehicle Power and Propulsion Conference (VPPC 2025), in press.
PEDG 2025
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  • 🌻 [5] Yuhong Fan, Song Feng, Yifei Xu, Jiaqi Zhao, Caiying Xu, Wenjin Yang, and Hengzhao Yang, “A battery self-discharge fault diagnosis method for on-road electric vehicles,” in Proceedings of the 2025 IEEE 16th International Symposium on Power Electronics for Distributed Generation Systems (PEDG 2025), in press.
ITEC 2025
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  • 🌻 [4] Jiaqi Zhao, Song Feng, Caiying Xu, Yifei Xu, Wenjin Yang, and Hengzhao Yang, “A multi-fault diagnosis framework for electric vehicle batteries,” in Proceedings of the 2025 IEEE Transportation Electrification Conference and Exposition (ITEC 2025), in press.
JES 2025
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  • 🌸 [3] Yifei Xu and Hengzhao Yang, “A battery capacity trajectory prediction framework with mileage correction for electric buses,” Journal of Energy Storage, vol. 110, pp. 115301:1-115301:12, 2025.
ITEC 2024
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  • 🌻 [2] Can Zhang, Caiying Xu, Wenjin Yang, Yifei Xu, Mingxia Wu, Zhongxun An, and Hengzhao Yang, “An online supercapacitor capacitance labeling method based on tram field data,” in Proceedings of the 2024 IEEE Transportation Electrification Conference and Exposition (ITEC 2024), pp. 1-5, 2024.
ITEC 2024
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  • 🌸 [1] Yifei Xu, Yingjie Zhang, Wenjin Yang, Caiying Xu, Fuhao Wang, and Hengzhao Yang, “A battery state of health prediction framework considering user behavior for on-road electric vehicles,” in Proceedings of the 2024 IEEE Transportation Electrification Conference and Exposition (ITEC 2024), pp. 1-6, 2024.

📜 Patents

(🌸 first author [3 patents] / 🌻 co-author [2 patents])

  • 🌻 [P5] 杨恒昭, 赵佳琪, 徐彩莹, 徐艺菲, 杨文进, “一种基于分层识别的车辆动力电池故障诊断方法,” 中国发明专利申请, 申请号202411634580.X, 2024.
  • 🌸 [P4] 杨恒昭, 徐艺菲, “基于里程的动力电池容量修正方法、系统、设备和介质,” 中国发明专利申请, 申请号202411257474.4, 2024. （已授权）
  • 🌸 [P3] 杨恒昭, 徐艺菲, “动力电池容量轨迹的预测方法、系统、设备和介质,” 中国发明专利申请, 申请号202411257468.9, 2024.
  • 🌻 [P2] 杨恒昭, 张灿, 徐彩莹, 黄廷立, 安仲勋, 吴明霞, 杨文进, 徐艺菲, “适用于载运工具中超级电容供能系统的容值标定方法,” 中国发明专利申请, 申请号202410615364.4, 2024.
  • 🌸 [P1] 杨恒昭, 张英杰, 徐艺菲, 王福浩, 杨文进, 徐彩莹, “基于用户行为的动力电池健康状态预测方法和系统,” 中国发明专利申请, 申请号202410615365.9, 2024. （已授权）

    🏅 Honors and Awards

  • 2024, Graduate Academic Scholarship
  • 2023, Graduate Academic Scholarship

🏫 Educations

  • 2023.09 - now, M.S., Computer Science, ShanghaiTech University
  • 2018.09 - 2022.06, B.S., Computer Science, ShanghaiTech University