The paper deals with diagnosis problems of the induction motors in the case of rotor, stator
and rolling bearing faults. Two kinds of neural networks (NN) were proposed for diagnostic …

The issues of monitoring and fault diagnosis of drives with permanent magnet synchronous
motors (PMSMs) are currently very relevant because of the increasing use of these drives in …

This paper deals with monitoring of interturn short circuits of induction-motor (IM) stator windings
operating under the direct field-oriented control (DFOC). Time transients are presented …

Permanent magnet synchronous motors (PMSMs) due to their numerous advantages, such
as simple and compact design, easy production and high power-to-weight ratio, high power …

In this paper, the idea of using a convolutional neural network (CNN) for the detection and
classification of induction motor stator winding faults is presented. The diagnosis inference of …

Electrical winding faults, namely stator short-circuits and rotor bar damage, in total constitute
around 50% of all faults of induction motors (IMs) applied in variable speed drives (VSD). In …

In this article, a low-cost computer system for the monitoring and diagnosis of the condition of
the induction motor (IM) rolling bearings is demonstrated and tested. The system allows the …

Permanent magnet synchronous motors (PMSM) have become one of the most substantial
components of modern industrial drives. These motors, like all the others, can unfortunately …

Mechanical unbalance is a phenomenon that concerns rotating elements, including rotors
in electrical machines. An unbalanced rotor generates vibration, which is transferred to the …

Permanent magnet synchronous motors (PMSMs) are increasingly used in industrial and
commercial applications. Due to their popularity, the fault detection of these machines …