Fault diagnosis and fault-tolerant control of PMSM drives–state of the art and future challenges
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 …
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
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 …
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
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 …
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 …
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
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 …
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
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 …
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 …
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
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 …
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 …
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
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 …
which can cause severe damages if no prompt detection and mitigation are conducted. This …