Artificial intelligence for fault diagnosis of rotating machinery: A review

R Liu, B Yang, E Zio, X Chen - Mechanical Systems and Signal Processing, 2018 - Elsevier
… This paper attempts to present a comprehensive review of AI algorithms in rotating machinery
fault diagnosis, from both the views of theory background and industrial applications. A …

A rotating machinery fault diagnosis method based on local mean decomposition

J Cheng, Y Yang, Y Yang - Digital Signal Processing, 2012 - Elsevier
diagnose gear and roller bearing fault by LMD. Targeting the modulation features of the gear
or roller bearing fault vibration signal, a rotating machinery fault diagnosisfault diagnosis. …

A review of early fault diagnosis approaches and their applications in rotating machinery

Y Wei, Y Li, M Xu, W Huang - Entropy, 2019 - mdpi.com
… and their applications in rotating machinery. For each EFD-… those who study EFD of rotating
machinery. There are three … their applications in fault diagnosis of rotating machinery in this …

A novel deep autoencoder feature learning method for rotating machinery fault diagnosis

H Shao, H Jiang, H Zhao, F Wang - Mechanical Systems and Signal …, 2017 - Elsevier
fault features from the measured vibration signals, and it is a great challenge for rotating
machinery fault diagnosis. … method is developed to diagnose rotating machinery fault. Firstly, the …

Intelligent rotating machinery fault diagnosis based on deep learning using data augmentation

X Li, W Zhang, Q Ding, JQ Sun - Journal of Intelligent Manufacturing, 2020 - Springer
… Intelligent machinery fault diagnosis system has been receiving increasing attention … This
paper proposes a novel deep learning method for rotating machinery fault diagnosis. Since …

[PDF][PDF] Fault diagnosis of rotating machinery

S Edwards, AW Lees, MI Friswell - Shock and vibration digest, 1998 - michael.friswell.com
fault diagnosis, with particular regard to rotating machines. The subject of fault diagnosis in
rotating machinery is vast, including the diagnosis of items such as rotating shafts, gears, and …

A rotating machinery fault diagnosis method based on feature learning of thermal images

Z Jia, Z Liu, CM Vong, M Pecht - Ieee Access, 2019 - ieeexplore.ieee.org
… The thermal image-based rotating machinery fault diagnosis method used in this paper also
achieves the final fault diagnosis target by directly processing the thermal images. Therefore…

A new approach to intelligent fault diagnosis of rotating machinery

Y Lei, Z He, Y Zi - Expert Systems with applications, 2008 - Elsevier
Fault diagnosis In order to evaluate the proposed approach, we apply it to fault diagnosis
of rolling element bearings. The bearing data set is collected under various operating loads, …

Fault diagnosis for rotating machinery: A method based on image processing

C Lu, Y Wang, M Ragulskis, Y Cheng - PloS one, 2016 - journals.plos.org
fault diagnosis methods based on multi-disciplines are becoming the focus in the field of fault
diagnosis of rotating machinery… image-processing for fault diagnosis of rotating machinery. …

A review on empirical mode decomposition in fault diagnosis of rotating machinery

Y Lei, J Lin, Z He, MJ Zuo - Mechanical systems and signal processing, 2013 - Elsevier
… Numerous publications on the use of EMD for fault diagnosis … of EMD in fault diagnosis of
rotating machinery, providing … EMD to fault diagnosis of rotating machinery are summarized …