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Hao Yuan

Tongji University

1239 Siping Road

Shanghai, 200092

China

  • Tongji University

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A Physics-Structured Latent State World Model for Ion Fault Diagnosis in PEM Electrolyzers

Number of pages: 41 Posted: 13 Jan 2026
Ruyi Wang, Jiangong Zhu, Haoyu Zhang, Chao Wang, Xiaoping Wu, Ming Wu, Jianqiang Xu, Hao Yuan, Wei Liu, Haifeng Dai and Xuezhe Wei
Tongji University, Tongji University, Tongji University, Tongji University, affiliation not provided to SSRN, Tongji University, Tongji University, Tongji University, affiliation not provided to SSRN, Tongji University and Tongji University
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Abstract:

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PEM electrolyzer, ion contamination, fault diagnosis, sliding-window calibration, physics-structured learning, electrochemical impedance spectroscopy