Chen, Peng https://orcid.org/0000-0002-3265-3079
Gao, Jia https://orcid.org/0009-0001-9543-1051
Jin, Yaqiang https://orcid.org/0000-0001-9072-7948
Zhou, Chengning
Qi, Junyu https://orcid.org/0000-0003-1669-8987
He, Changbo https://orcid.org/0000-0003-4180-5334
Funding for this research was provided by:
National Natural Science Foundation of China (52105111)
Natural Science Foundation of Sichuan Province (2023NSFSC0861)
Shantou University (STU) Scientific Research Initiation Grant (NTF21029)
Natural Science Foundation of Anhui Province (2108085QE229)
China Postdoctoral Science Foundation (2023M740021)
Basic and Applied Basic Research Foundation of Guangdong Province (2022A1515010859)
Article Title: Physics-aware dynamic spectral modeling integrated with weakly supervised few-shot learning for planetary gearbox fault diagnosis
Journal Title: Measurement Science and Technology
Article Type: paper
Copyright Information: © 2025 IOP Publishing Ltd. All rights, including for text and data mining, AI training, and similar technologies, are reserved.
Publication dates
Date Received: 2025-03-09
Date Accepted: 2025-07-02
Online publication date: 2025-09-09