Gearbox fault diagnosis using a deep learningmodel with limited data sample

Massive volumes of data are needed for deep learning (DL) models to provide accurate diagnosis results. Numerous studies of fault diagnosis systems have demonstrated the effectiveness of DL models over shallow machine learning (SL) in terms of feature extraction, feature dimensional reduction and di...

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Bibliographic Details
Main Authors: Saufi, Syahril Ramadhan, Ahmad, Zair Asrar, Leong, Mohd. Salman, Lim, Meng Hee
Format: Article
Published: IEEE Computer Society 2020
Subjects: