Article Published In Vol.10 (Sept-Oct 2022)

Investigating Neural Networks for Fault Classification in Gearboxes

Author : Dharmender Jangra

The present work focuses on classifying different gearbox faults based on neural networks. Efforts are made to include all the faults and classifiers based on the neural network of transmission systems reported in the literature. Fault classification is essential for reliable and quick protective digital protection. Hence, a suitable review is needed. So, the work concentrates on the different faults in the gearbox and available neural network-based approaches reported in the field. 

Keywords: Faults, Fault classification, transmission system, neural network