Condition monitoring in electric motor drives is essential for operation continuity. This article
provides a review of fault detection and diagnosis (FDD) methods for electric motor drives. It …

In this paper, a current sensor fault detection mechanism based on multilayer perceptron
(MLP) in a permanent magnet synchronous motor (PMSM) drive system is presented. The …

The permanent magnet synchronous motors (PMSM) have been widely used in motor drive
applications. In the closed-loop control system, the current sensors play an essential role …

This article presents the classification of optoelectronics encoder faults in a permanent
magnet synchronous motor (PMSM) drive system. This paper proposes the deep neural …

Featured Application The proposed solution belongs to the group of fault-tolerant control
algorithms that are used in industrial drives. Systems of this type are particularly applicable …

The article presents the idea of using an artificial neural network-based fault classification
system for the current sensor (CS) faults. The analysis includes a wound rotor synchronous …

In modern areas of knowledge related to electric drive automation, there is often a need to
predict the state variables of the drive system state variables, such as phase current and …

The impact of the COVID pandemic has resulted in many people cultivating a remote
working culture and increasing building energy use. A reduction in the energy use of …

This paper presents the experimental validation of a Fault-Tolerant Control (FTC) system for
Permanent Magnet Synchronous Motor (PMSM) drives, specifically focusing on current …

This article deals with the diagnosis of faults in rotor current sensors in wind systems based
on the Doubly Fed Induction Generator (DFIG). An approach is developed to monitor rotor …