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 …

An overview of fault-diagnosis and fault-tolerance techniques for switched reluctance machine systems

C Gan, Y Chen, R Qu, Z Yu, W Kong, Y Hu - IEEE Access, 2019 - ieeexplore.ieee.org
This paper presents a technical overview for fault diagnosis and fault-tolerant strategies of
switched reluctance machine (SRM) systems. With the widespread utilization of electrical …

Attention recurrent neural network-based severity estimation method for interturn short-circuit fault in permanent magnet synchronous machines

H Lee, H Jeong, G Koo, J Ban… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the development of smart factories, deep learning, which automatically extracts features
and diagnoses faults, has become an important approach for fault diagnosis. In this article, a …

Interturn fault diagnosis for model-predictive-controlled-PMSM based on cost function and wavelet transform

J Hang, J Zhang, M Xia, S Ding… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Interturn fault (ITF) is a common fault for permanent magnet synchronous machine (PMSM).
If the ITF is not detected in time, its propagation may result in the secondary damage, even …

Inter-turn short-circuit faults diagnosis in synchronous reluctance machines, using the Luenberger state observer and current's second-order harmonic

A Mahmoudi, I Jlassi, AJM Cardoso… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Interturn short-circuit faults are one of the most (if not the most) harmful electrical machine
failures, that if not detected and mitigated at a very incipient stage of development may …

Inter-turn fault detection of induction motors using a method based on spectrogram of motor currents

T Ghanbari, A Mehraban, E Farjah - Measurement, 2022 - Elsevier
Steady-state signatures seem more reliable than incipient fault signatures for detection of
inter-turn short circuit (ITSC) fault in induction motors (IMs). An efficient detection approach is …

Detection and discrimination of incipient stator faults for inverter-fed permanent magnet synchronous machines

J Zhang, Z Xu, J Wang, J Zhao, Z Din… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The online detection of incipient faults for permanent magnet synchronous machine (PMSM)
has been a great challenge in recent decades, where the fault features are extremely trivial …

Detection and evaluation of the interturn short circuit fault in a BLDC-based hub motor

H Wang, J Wang, X Wang, S Lu, C Hu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
A brushless dc (BLDC) motor with an outer rotor has great potential for emerging electric
vehicle (EV) applications as an in-wheel hub motor. Interturn short circuit faults (ISCFs) are …

Incipient interturn short-circuit fault diagnosis of permanent magnet synchronous motors based on the data-driven digital twin model

Z Chen, D Liang, S Jia, L Yang… - IEEE Journal of Emerging …, 2023 - ieeexplore.ieee.org
As the most common fault of permanent magnet synchronous motor (PMSM), interturn short-
circuit fault (ISCF) has great harm and develops rapidly. Once it is not diagnosed in time, it …

Current-residual-based stator interturn fault detection in permanent magnet machines

R Hu, J Wang, AR Mills, E Chong… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Interturn short-circuit fault, also known as turn fault, is a common fault in electric machines,
which can cause severe damages if no prompt detection and mitigation are conducted. This …