Fault diagnosis and fault-tolerant control of PMSM drives–state of the art and future challenges

T Orlowska-Kowalska, M Wolkiewicz, P Pietrzak… - Ieee …, 2022 - ieeexplore.ieee.org
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 …

A framework to automate fault detection and diagnosis based on moving window principal component analysis and Bayesian network

AH de Andrade Melani… - Reliability Engineering & …, 2021 - Elsevier
Abstract Through Condition-Based Maintenance strategy, planners can monitor the health of
the machinery and recommend actions based on the information obtained. Nevertheless …

Comparison of the effectiveness of selected vibration signal analysis methods in the rotor unbalance detection of PMSM drive system

P Ewert, CT Kowalski, M Jaworski - Electronics, 2022 - mdpi.com
Mechanical unbalance is a phenomenon that concerns rotating elements, including rotors in
electrical machines. An unbalanced rotor generates vibration, which is transferred to the …

Application of the STFT for Detection of the Rotor Unbalance of a Servo-Drive System with an Elastic Interconnection

P Ewert, B Wicher, T Pajchrowski - Electronics, 2024 - mdpi.com
The article focuses on the use of short-time Fourier transform (STFT) to detect the unbalance
of a drive with a flexible connection between the driving machine and the load. The authors …

Dynamic unbalance identification in steady-state rotating machinery: A hybrid methodology integrating physical and data-driven techniques

MA de Carvalho Michalski, IS de Melo… - Journal of Sound and …, 2025 - Elsevier
Rotating machinery plays a strategic role in key industrial sectors, making its analysis a
subject of great interest for both academia and industry. Effective maintenance planning for …

[PDF][PDF] Current trends in elevator systems protection including fault tolerance and condition monitoring techniques implemented in emerging synchronous motor drives

VI Vlachou, TS Karakatsanis… - Proceedings of the …, 2024 - researchgate.net
Abstract Permanent Magnet Synchronous Motors (PMSM) constitute a continuously
expanding technology in recent years applied in many emerging electric drive applications …

Effects of Airgap Static Eccentricity in Permanent Magnet Synchronous Motors by Means of Finite Element Analysis

M Krichen, NB Hadj, M Chaieb… - 2020 17th International …, 2020 - ieeexplore.ieee.org
In this paper, the effects of permanent magnet synchronous motor (PMSM) static eccentricity
faults on the air gap flux density, flux linkage, electromotive forces (EMFs) and …

[PDF][PDF] Fault Diagnosis and Fault-Tolerant Control of PMSM Drives—State of the Art and Future Challenges

G TARCHALA, M KRZYSZTOFIAK, CT KOWALSKI - scholar.archive.org
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 …

[PDF][PDF] ADVANCED FAULT DETECTION AND IDENTIFICATION IN BRUSHLESS DC MOTORS USING ARTIFICIAL NEURAL NETWORKS AND LONG SHORT-TERM …

PP Nair, B Smitha - romanpub.com
In the realm of electric vehicles (EVs), ensuring the reliability and safety of critical
components such as brushless DC (BLDC) motors, inverters, and battery packs are …

[PDF][PDF] Fault diagnosis and fault-tolerant control of PMSM drives–state of the art and future challenges

P Ewert, G Tarchala, M Krzysztofiak, CT Kowalski - researchgate.net
The issues of monitoring and fault diagnosis of drives with permanent magnet synchronous
motors (PMSM) are currently very topical due to the increasing use of these drives in safety …