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 describes the development of a fault diagnosis method for identifying different
fault conditions in the rolling bearings and gears of wind turbines. For the fault signal, the …

Intelligent fault diagnostics is an essential part of the concept of Industry 4.0. Most of the
developed techniques are usually tested by the same dataset whose data is acquired under …

Gearbox bearings are critical elements of wind power generation systems. Their stable
operation supports the power generation, thus reducing the downtime and improving the …

Fault diagnosis techniques applied to synchronous motors such as Permanent Magnet
Synchronous Machines (PMSMs) and Synchronous Reluctance Machines (SynRMs) are …

The diagnosis of bearing faults is a crucial aspect of ensuring the optimal functioning of
mechanical equipment. However, in practice, the use of small samples and variable …

Electric vehicles (EVs) are essential for sustainable transportation, and various eco-friendly
vehicles are being manufactured. In EVs, the traction motor is a crucial prime mover for …

Component damage and failure in sensor or actuator will cause system faults, resulting in
reduced or lost performance. This topic has become an interesting and challenging issue …

During the long-term operation of thyristor converter valves, the saturable reactor vibration
(mainly caused by magnetostriction) will lead to core looseness faults. In order to accurately …

The operation and maintenance costs of wind farms are always high due to high labor costs
and the high replacement cost of parts. Thus, it is of great importance to have real-time …