The present work aims to conduct an extensive literature review on the fault diagnosis and
classification in electric machines, especially those with permanent magnets, for …

This study presents a novel physics-informed neural network (PINN) architecture designed
to address the challenges of replicating an electric motor. The proposed architecture has …

Rotor eccentricity commonly exists in permanent magnet synchronous machines (PMSMs)
due to improper assembly, excessive vibration, and continuous operation. Consequently …

Currently, diagnostic methods for compound fault of mixed eccentricity and demagnetization
(CFMED) in external rotor permanent magnet motors (ERPMMs) still face the challenges of …

Permanent magnet synchronous motor (PMSM) is widely used in different fields because of
its simple structure, stable operation, high efficiency and various shapes. During the use of …

To solve the problem that it is difficult to accurately identify the rotor eccentric fault,
demagnetization fault and mixed fault of permanent magnet synchronous motor (PMSM) …

永磁同步电机(permanent magnet synchronous motor, PMSM) 具有结构简单, 运行稳定,
效率高和外形多样等显著优点, 广泛应用于不同领域. 在永磁同步电机使用过程中 …

Abstract Permanent Magnet Synchronous Motors (PMSM) constitute a continuously
expanding technology in recent years applied in many emerging electric drive applications …

In critical applications of electrical machines, ensuring validity and safety is paramount to
prevent system failures with potentially hazardous consequences. The integration of …

This paper proposes a direct self-control (DSC) for interior permanent magnet synchronous
motors (IPMSMs) with a constant switching frequency. The disadvantage of the conventional …