Real-time PEM fuel cell fault classification in smart manufacturing plant by using uncertainty aware federated deep learning

Muhammad Aurangzeb, Xiong Shusheng, Sheeraz Iqbal, Md Shafiullah, Hasan Saeed Qazi, Ahmed Mohmed Dafalla, Zhang Fuguang, Lee Zhuoyu, Li Xinwei, Sajjad Nazir

Open source

DOI
10.1038/s41598-026-51217-3
Published
2026-08-26
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-026-51217-3,
  title = {Real-time PEM fuel cell fault classification in smart manufacturing plant by using uncertainty aware federated deep learning},
  author = {Muhammad Aurangzeb and Xiong Shusheng and Sheeraz Iqbal and Md Shafiullah and Hasan Saeed Qazi and Ahmed Mohmed Dafalla and Zhang Fuguang and Lee Zhuoyu and Li Xinwei and Sajjad Nazir},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-51217-3},
  url = {https://doi.org/10.1038/s41598-026-51217-3}
}

RIS

TY  - JOUR
TI  - Real-time PEM fuel cell fault classification in smart manufacturing plant by using uncertainty aware federated deep learning
AU  - Muhammad Aurangzeb
AU  - Xiong Shusheng
AU  - Sheeraz Iqbal
AU  - Md Shafiullah
AU  - Hasan Saeed Qazi
AU  - Ahmed Mohmed Dafalla
AU  - Zhang Fuguang
AU  - Lee Zhuoyu
AU  - Li Xinwei
AU  - Sajjad Nazir
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-51217-3
UR  - https://doi.org/10.1038/s41598-026-51217-3
ER  - 

APA

Aurangzeb, M., Shusheng, X., Iqbal, S., Shafiullah, M., Qazi, H. S., Dafalla, A. M., Fuguang, Z., Zhuoyu, L., Xinwei, L., & Nazir, S. (2026). Real-time PEM fuel cell fault classification in smart manufacturing plant by using uncertainty aware federated deep learning. Scientific Reports. https://doi.org/10.1038/s41598-026-51217-3

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