A rolling bearing is an essential component of a rotating mechanical transmission system. Its
performance and quality directly affects the life and reliability of machinery. Bearings' …

Large wind farms are gaining prominence due to increasing dependence on renewable
energy. In order to operate these wind farms reliably and efficiently, advanced maintenance …

Background Different types of machines having rotary component are linked together in
process industries, to perform the process of manufacturing. The failure of any single …

De-noising and extraction of the weak signature are crucial to fault prognostics in which
case features are often very weak and masked by noise. The wavelet transform has been …

The definitive book on the science of grease lubrication for roller and needle bearings in
industrial and vehicle engineering. Grease Lubrication in Rolling Bearings provides an …

A procedure is presented for fault diagnosis of rolling element bearings through artificial
neural network (ANN). The characteristic features of time-domain vibration signals of the …

Maintenance of mechanical and rotational equipment often includes bearing inspection
and/or replacement. Thus, it is important to identify current as well as future conditions of …

A study is presented to compare the performance of gear fault detection using artificial
neural networks (ANNs) and support vector machines (SMVs). The time-domain vibration …

A study is presented to compare the performance of bearing fault detection using two
different classifiers, namely, artificial neural networks (ANNs) and support vector machines …

This paper deals with a new scheme for the prediction of a ball bearing's remaining useful
life based on self-organizing map (SOM) and back propagation neural network methods …