Airgap and stray magnetic flux monitoring techniques for fault diagnosis of electrical machines: An overview
Flux‐based fault diagnosis methods have attracted ever‐increasing attention from technical
communities because of their potential diagnostic capabilities and ability to overcome …
communities because of their potential diagnostic capabilities and ability to overcome …
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 …
Airgap search coil based identification of PM synchronous motor defects
Online detection of rotor and load faults in permanent magnet synchronous motors (PMSM)
based on spectrum analysis of current or vibration is not capable of identifying the root …
based on spectrum analysis of current or vibration is not capable of identifying the root …
Interturn short-circuit fault diagnosis of interior permanent magnet synchronous motor for electric vehicle based on search coil
W Huang, B Du, T Li, Y Sun, Y Cheng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article proposes an interturn short-circuit fault diagnosis method for permanent magnet
synchronous machines for electric vehicles based on search coils (SC) with a unique …
synchronous machines for electric vehicles based on search coils (SC) with a unique …
Online rotor fault diagnosis of permanent magnet synchronous motors based on stator tooth flux
C Zeng, S Huang, J Lei, Z Wan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Demagnetization and eccentricity are unique and common rotor faults of permanent magnet
synchronous motors, respectively. These important factors affect reliability and security of …
synchronous motors, respectively. These important factors affect reliability and security of …
A magnetic equivalent circuit based modeling framework for electric motors applied to a PMSM with winding short circuit
G Forstner, A Kugi… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Accurate and real-time capable mathematical models are an essential prerequisite for the
design of model-based controller and estimation strategies for electric motors. Magnetic …
design of model-based controller and estimation strategies for electric motors. Magnetic …
[HTML][HTML] Fault Detection of Permanent Magnet Synchronous Machines: An Overview
H Li, ZQ Zhu, Z Azar, R Clark, Z Wu - Energies, 2025 - mdpi.com
These days, as the application of permanent magnet synchronous machines (PMSMs) and
drive systems becomes popular, the reliability issue of PMSMs gains more and more …
drive systems becomes popular, the reliability issue of PMSMs gains more and more …
Fault diagnosis/separation of surface mounted permanent magnet synchronous machine by current and its homopolar orders analysis
P Naderi, A Fathi - IEEE Transactions on Energy Conversion, 2022 - ieeexplore.ieee.org
Performance analysis of Surface Mounted Permanent Magnet Synchronous Machine (SM-
PMSM) is investigated in this paper. The machine dynamic in both healthy and faulty cases …
PMSM) is investigated in this paper. The machine dynamic in both healthy and faulty cases …
[HTML][HTML] Fault-tolerant torque control of a three-phase permanent magnet synchronous motor with inter-turn winding short circuit
Abstract System reliability and fault tolerance are very important features in safety-critical
applications with electric motors. An inter-turn winding short circuit is one of the most …
applications with electric motors. An inter-turn winding short circuit is one of the most …
Search-coil based stator interturn fault detection in permanent magnet machines running under dynamic condition
W Huang, J Chen, J Hu, K Lv, H Liu - Electronics, 2023 - mdpi.com
Interturn short circuit (ITSC) fault is a common fault in electric machines, which may severely
damage the machines if no protective measure is taken in time. There are numerous fault …
damage the machines if no protective measure is taken in time. There are numerous fault …