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 …

Fault detection and condition monitoring of PMSGs in offshore wind turbines

NMA Freire, AJM Cardoso - Machines, 2021 - mdpi.com
Research on fault detection (FD) and condition monitoring (CM) of rotating electrical
generators for modern wind turbines has addressed a wide variety of technologies. Among …

On-line detection and classification of PMSM stator winding faults based on stator current symmetrical components analysis and the KNN algorithm

P Pietrzak, M Wolkiewicz - Electronics, 2021 - mdpi.com
The significant advantages of permanent magnet synchronous motors, such as very good
dynamic properties, high efficiency and power density, have led to their frequent use in …

Comparison of selected methods for the stator winding condition monitoring of a PMSM using the stator phase currents

P Pietrzak, M Wolkiewicz - Energies, 2021 - mdpi.com
Stator winding faults are one of the most common faults of permanent magnet synchronous
motors (PMSMs), and searching for methods to efficiently detect this type of fault and at an …

Robust inter-turn short-circuit fault detection in PMSGs with respect to the bandwidths of current and voltage controllers

F Niu, W Feng, S Huang, L Wu, J Zhang… - … on Power Electronics, 2023 - ieeexplore.ieee.org
Reliable inter-turn short-circuit (ITSC) fault detection is essential for permanent magnet
synchronous generators (PMSGs). The harmonics in machine currents and voltages are …

Mitigation of interturn short-circuits in IPMSM by using MTPCC control adaptive to fault severity

S Huang, A Aggarwal, EG Strangas… - … on Power Electronics, 2021 - ieeexplore.ieee.org
Incipient interturn short-circuits (ITSCs) in permanent-magnet synchronous machines
(PMSMs) develop to direct short-circuit without proper mitigation. This article proposes an …

Model-based severity monitoring for interturn short circuit faults in symmetrical six-phase PMSMs using subspace current residuals

J Hu, H Wang, Y Li - IEEE Transactions on Power Electronics, 2023 - ieeexplore.ieee.org
This article proposes a novel model-based method for severity level monitoring of interturn
short-circuit faults (ISCFs) using the xy subspace current residuals in symmetrical six-phase …

Robust novel indicator to distinguish between an inter-turn short circuit fault and load unbalance in pmsg

I Bahloul, MBK Bouzid, SK El Khil… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In the aim to increase the reliability of the permanent magnet synchronous generator
(PMSG), this paper proposes an efficient symmetrical component-based method to detect …

Modeling of symmetrical six-phase induction machines under stator faults

HRP Antunes, DSB Fonseca… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper addresses the occurrence of stator faults in six-phase induction machines, with a
symmetrical winding, operating under both balanced and unbalanced supply voltage …

ResNet-18 based Inter-turn Short Circuit Fault Diagnosis of PMSMs with Consideration of Speed and Current Loop Bandwidths

D Wei, K Liu, J Wang, S Zhou… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
A ResNet-18 based model for the online inter-turn short circuit (ITSC) fault diagnosis of
PMSMs widely employed in traction systems of electric vehicles and locomotives is …