Motors are the higher energy-conversion devices that consume around 40% of the global
electrical generated energy. Induction motors are the most popular motor type due to their …

During the last decade, due to the increasing importance of reliability and availability,
railway industry is making greater use of fault diagnosis approaches for early fault detection …

Reliable induction motor (IM) fault detection techniques are very useful in industries to
diagnose IM defects and improve operational performance. A smart sensor-based …

In the induction motor predictive maintenance area, there is a continuous search for new
techniques and methods that can provide additional information for a more reliable …

The fault diagnosis of electrical machines during startup transients has received increasing
attention regarding the possibility of detecting faults early. Induction motors are no …

Induction motors are essential and widely used components in many industrial processes.
Although these machines are very robust, they are prone to fail. Nowadays, it is a paramount …

Lately, the monitoring and analysis of the induction motor stray flux has been a modern trend
and significant research work was accomplished. Most papers have focused on the …

Motor current signature analysis (MCSA) has been widely used for fault diagnosis of
induction motors (IMs) because of its non-invasiveness and comparatively low cost …

Induction motors (IMs) play an essential role in the field of various industrial applications.
Long-time service and tough working situations make IMs become prone to a broken rotor …

Most of the published research studies for detecting induction motor broken bar faults (BBFs)
use a time-frequency (tf) decomposition tool to characterize the fault-related components …