Induction motors are widely used worldwide for domestic and industrial applications. Fault
detection and classification techniques based on signal analysis have increased in …

Induction machines (IMs) are utilized in different industrial sectors such as manufacturing,
transportation, transmission, and energy due to their ruggedness, low cost, and high …

Induction machines (IMs) play a critical role in various industrial processes but are
susceptible to degenerative failures, such as broken rotor bars. Effective diagnostic …

In induction machines (IMs), the characteristic frequency of broken rotor bars (BRBs) shows
modulations by the fundamental frequency, appearing as sidebands in the motor current …

Induction Motors (IM) aim to enhance interface technologies for more safety, reliability,
productivity, and greener operations. In addition, malfunction monitoring functionalities are …

In this paper, the performance of machine learning methods for squirrel cage induction
motor broken rotor bar (BRB) fault detection is evaluated. Decision tree classification (DTC) …

The widespread use of three-phase cage induction motors in so many critical industrial,
commercial and domestic applications means that there is a real need to develop online …

Fault diagnosis of asynchronous motors has become a pressing need in the metallurgical
industry. Due to the complex structure of asynchronous motors, fault types and fault …

This article investigates the neutral voltage difference signal, VNO signal, for fault diagnosis.
The aforementioned signal is the signal of the voltage between the common star point of the …

The use of inverter supplies over sinusoidal supplies for induction motors is growing
considerably. Inverter supplies enable effective and robust control of induction motors in …