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 …

In recent years, fault diagnosis in the Induction Motor Drive (IMD) has been a popular and
important field in the motor-drive research area. The development of control circuits for …

This study proposes a new approach for the detection of broken rotor bar (BRB) fault in three
phase induction motor drive using Hilbert transform (HT) and artificial neural networks …

The development of novel condition monitoring strategies represents a critical challenge to
ensure the effectiveness and reliability of complex industrial processes. Indeed, the …

This article presents a novel approach for detecting broken rotor bars in squirrel-cage
induction motors, using a time-domain current analysis. More particularly, this solution …

The most powerful technology in the condition-based maintenance (CBM) framework for
rotating machinery is fault detection (FD) and fault diagnosis (FDS). This paper investigates …

The induction motor (IM) defect diagnosis has been an important field of research in recent
years. The development in control circuits for IM has piqued the interest of industrialists and …

Induction motors are mainstay power components in industrial equipment. Fault diagnosis
technology of induction motors can detect the incipient fault and avoid the unplanned …

This study introduces an innovative approach to diagnostics, employing a unique
combination of techniques including a stratified group K-fold cross-validation method and a …

The faults diagnosis of Induction Motor (IM) is a required field of the research area grown in
recent years. Industrialists and researchers predominately use this interest as a result of …