The ability to forecast motor mechanical faults at incipient stages is vital to reducing
maintenance costs, operation downtime and safety hazards. This paper synthesized the …

The literature review presents the various kinds of existing condition monitoring methods
and highlights the need for an economical, intelligent fault diagnosis system for the motors …

The Park's transformation technique for diagnosing and statistically analyzing a variety of
bearing faults is introduced in this paper. The currently used stator current analysis and …

Bearings are critical components in modern manufacturing, yet they are prone to failures in
induction machines. Detecting these faults early can reduce repair costs. To achieve efficient …

The time synchronous averaging (TSA) is a well-known technique used for early detection of
bearing failure in electrical machines. This method is very efficient if the characteristic default …

In the last few decades, various methods and alternative techniques have been proposed
and implemented to diagnose induction motor faults. In an induction motor, bearing faults …

Gears are used for the transfer of mechanical power and are an important part of the
electromechanical transmission system. Unexpected failure of gear could cause shutdown …

Induction motors are mainly used for variable load applications and it is vital to have a
condition monitoring system with capabilities to diagnose motor faults in variable load …

Noninvasive condition monitoring methods are economical and easy to implement. An
extensive research has been conducted in the past to diagnose bearing localized faults …

Nowadays, the monitoring of rotatory machinery is an essential task in the industry, due to its
help in specific maintenance programs, increasing the life of the machine, reducing …