Compound fault diagnosis for rotating machinery: State-of-the-art, challenges, and opportunities

R Huang, J Xia, B Zhang, Z Chen… - Journal of dynamics …, 2023 - ojs.istp-press.com
Compound fault, as a primary failure leading to unexpected downtime of rotating machinery,
dramatically increases the difficulty in fault diagnosis. To deal with the difficulty encountered …

Fault diagnosis of rotating machinery: A review and bibliometric analysis

J Chen, C Lin, D Peng, H Ge - Ieee Access, 2020 - ieeexplore.ieee.org
Fault diagnosis of rotating machinery (FDRM) has attracted continuous attention because of
its great importance to industrial engineering, promoting the healthy and prosperous …

Rotordynamic faults: recent advances in diagnosis and prognosis

R Walker, S Perinpanayagam… - International Journal of …, 2013 - Wiley Online Library
Diagnosis and condition monitoring in rotating machinery has been a subject of intense
research for the last century. Recent developments indicate the drive towards integration of …

[HTML][HTML] 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
Rotating machinery is widely applied in various types of industrial applications. As a
promising field for reliability of modern industrial systems, early fault diagnosis (EFD) …

A hybrid fine-tuned VMD and CNN scheme for untrained compound fault diagnosis of rotating machinery with unequal-severity faults

A Dibaj, MM Ettefagh, R Hassannejad… - Expert Systems with …, 2021 - Elsevier
In the case of a compound fault diagnosis of rotating machinery, when two failures with
unequal severity occur in distinct parts of the system, the detection of a minor fault is a …

Fault diagnosis approach for rotating machinery based on dynamic model and computational intelligence

J Zhang, W Ma, J Lin, L Ma, X Jia - Measurement, 2015 - Elsevier
In order to achieve accurate diagnosis for rotating machinery automatically and considering
that test data under actual fault conditions are rather difficult to obtain, a novel fault diagnosis …

[HTML][HTML] Machine learning for fault analysis in rotating machinery: A comprehensive review

O Das, DB Das, D Birant - Heliyon, 2023 - cell.com
As the concept of Industry 4.0 is introduced, artificial intelligence-based fault analysis is
attracted the corresponding community to develop effective intelligent fault diagnosis and …

Rotating machinery fault diagnosis under time-varying speeds: A review

D Liu, L Cui, H Wang - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Rotating machinery often works under time-varying speeds, and nonstationary conditions
and harsh environments make its key parts, such as rolling bearings and gears, prone to …

[HTML][HTML] A novel fault diagnosis method for rotating machinery based on a convolutional neural network

S Guo, T Yang, W Gao, C Zhang - Sensors, 2018 - mdpi.com
Fault diagnosis is critical to ensure the safety and reliable operation of rotating machinery.
Most methods used in fault diagnosis of rotating machinery extract a few feature values from …

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
Fault diagnosis of rotating machinery plays a significant role for the reliability and safety of
modern industrial systems. As an emerging field in industrial applications and an effective …