State of the art on vibration signal processing towards data‐driven gear fault diagnosis

S Zhang, J Zhou, E Wang, H Zhang… - IET Collaborative …, 2022 - Wiley Online Library
Gear fault diagnosis (GFD) based on vibration signals is a popular research topic in industry
and academia. This paper provides a comprehensive summary and systematic review of …

A novel hybrid predictive maintenance model based on clustering, smote and multi-layer perceptron neural network optimised with grey wolf algorithm

A Buabeng, A Simons, NK Frempong, YY Ziggah - SN Applied Sciences, 2021 - Springer
Considering the complexities and challenges in the classification of multiclass and
imbalanced fault conditions, this study explores the systematic combination of unsupervised …

[HTML][HTML] Automatic condition monitoring of electromechanical system based on MCSA, spectral kurtosis and SOM neural network

Z Mohamed, R Chemseddine, B Djamel… - Journal of …, 2019 - extrica.com
Condition monitoring and fault diagnosis play the most important role in industrial
applications. The gearbox system is an essential component of mechanical system in fault …