成果/Result
- Degradation prediction of proton exchange membrane fuel cell based on Bi-LSTM-GRU and ESN fusion prognostic framework被引量：67收藏
- 作者：Li, Songyang Luan, Weiling Wang, Chang Chen, Ying Zhuang, Zixian
- 机构：East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF HYDROGEN ENERGY 2022
- 关键词：PEMFC Prognostic Remaining useful life Bi-LSTM-GRU Deep learning
- Distribution of relaxation times-based analysis of aging mechanisms and prediction of heating domain for alternating current pulse self-heating lithium-ion batteries被引量：11收藏
- 作者：Zhuang, Zixian Li, Jun Luan, Weiling Chen, Haofeng Huang, Qiu-An Zhang, Jiujun Tu, Shan-tung
- 机构：East China Univ Sci & Technol;Univ Strathclyde;Shanghai Univ
- 来源：JOURNAL OF POWER SOURCES 2024
- 关键词：Lithium-ion battery Self-heating ac impedance DRT Aging mechanism Heating domain
- A record fast acP self-heating for lithium-ion batteries without capacity loss based on electrochemical-thermal coupling model被引量：7收藏
- 作者：Zhuang, Zixian Gu, Sijie Luan, Weiling Li, Jun Chen, Haofeng
- 机构：East China Univ Sci & Technol;Pan Asia Tech Automot Ctr Co Ltd;Univ Strathclyde
- 来源：APPLIED ENERGY 2025
- 关键词：Lithium-ion battery Electrochemical-thermal coupling model Self-heating Bayesian optimization Capacity loss
- A stripping mechanism-based non-destructive approach for online detection of lithium plating in lithium-ion batteries被引量：3收藏
- 作者：Zhuang, Zixian Gao, Zibo Chen, Ying Luan, Weiling Chen, Haofeng Li, Hailong Azaza, Maher
- 机构：East China Univ Sci & Technol;Univ Strathclyde;Malardalen Univ
- 来源：JOURNAL OF ENERGY STORAGE 2025
- 关键词：lithium-ion battery Relaxation impedance lithium plating Electrochemical-thermal coupling Lithium stripping
- Bidirectional-Mamba-based iterative prediction for long-cycle battery remaining useful life with physical constraints被引量：1收藏
- 作者：Gao, Zibo Zhuang, Zixian Luan, Weiling Chen, Ying
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF ENERGY STORAGE 2026
- 关键词：Lithium-ion battery Remaining useful life Bi-Mamba Physical constraints Whale optimization algorithm
- Transformer-based model predictive control with anode potential awareness for online fast charging optimization of lithium-ion batteries被引量：0收藏
- 作者：Zhuang, Zixian Chen, Hongxu Chen, Ying Luan, Weiling Chen, Haofeng Ji, Xiaoyan
- 机构：East China Univ Sci & Technol;Univ Strathclyde;Lulea Univ Technol
- 来源：APPLIED ENERGY 2026
- 关键词：Lithium-ion battery Model predictive control Anode potential Transformer Charging control
