Applications of machine learning to machine fault diagnosis: A review and roadmap
2020 · Mechanical Systems and Signal Processing · 2,499 citations
https://doi.org/10.1016/j.ymssp.2019.106587
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Yaguo Lei
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Yaguo Lei is an academic researcher from Commercial Aircraft Corporation of China (China). The author has contributed to research in topics: Machine Fault Diagnosis Techniques & Fault Detection and Control Systems & Gear and Bearing Dynamics Analysis. The author has an h-index of 75, co-authored 235 publications.
ORCID: 0000-0002-5167-1459Papers by this author
worksMachinery health prognostics: A systematic review from data acquisition to RUL prediction
2017 · Mechanical Systems and Signal Processing · 2,298 citations
https://doi.org/10.1016/j.ymssp.2017.11.016
A review on empirical mode decomposition in fault diagnosis of rotating machinery
2012 · Mechanical Systems and Signal Processing · 1,763 citations
https://doi.org/10.1016/j.ymssp.2012.09.015
Graph Continual Learning Network: An Incremental Intelligent Diagnosis Method of Machines for New Fault Detection
2024 · IEEE Transactions on Automation Science and Engineering · 32 citations
https://doi.org/10.1109/tase.2024.3417208
Rigid-flexible coupled modeling of compound multistage gear system considering flexibility of shaft and gear elastic deformation
2023 · Mechanical Systems and Signal Processing · 29 citations
https://doi.org/10.1016/j.ymssp.2023.110632
Starfish-inspired wearable bioelectronic systems for physiological signal monitoring during motion and real-time heart disease diagnosis
2025 · Science Advances · 27 citations
https://doi.org/10.1126/sciadv.adv2406
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