Demagnetization fault diagnosis of permanent magnet synchronous motors based on stator current signal processing and machine learning algorithms

P Pietrzak, M Wolkiewicz - Sensors, 2023 - mdpi.com
Reliable fault diagnosis and condition monitoring are essential for permanent magnet
synchronous motor (PMSM) drive systems with high-reliability requirements. PMSMs can be …

Discernment of broken magnet and static eccentricity faults in permanent magnet synchronous motors

T Goktas, M Zafarani, B Akin - IEEE Transactions on Energy …, 2016 - ieeexplore.ieee.org
This paper deals with the discernment of broken magnet and static eccentricity faults in
permanent magnet synchronous motors through the stator phase current. Broken magnet …

Comprehensive evaluation of inter-turn short circuit faults in PMSM used for electric vehicles

J Zhao, X Guan, C Li, Q Mou… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
As a wheel traction motor used for electric vehicles (EVs), due to the requirement of high
power/torque density and the poor working condition, it is more prone to cause severe inter …

Effectiveness of neural fault detectors of permanent magnet synchronous motor trained with symptoms from field-circuit modeling

M Skowron, M Krzysztofiak… - IEEE Access, 2022 - ieeexplore.ieee.org
Permanent magnet synchronous motors (PMSMs) are increasingly used in industrial drive
applications. However, these motors can also undergo various failures, causing production …

A review of fault diagnosis methods of robot joint servo system

H Wu, J Feng - 2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
Robot joint servo system is the key part of robot. The failure of the joint servo system will
affect the working efficiency of the robot or damage the robot, causing irreparable damage …

A cyber-physical system for quality-oriented assembly of automotive electric motors

M Colledani, D Coupek, A Verl, J Aichele… - CIRP Journal of …, 2018 - Elsevier
The production of motors for the electric vehicles requires innovative and systematic quality
control approaches to boost efficiency while moving from low volume towards mass …

Design and preliminary performance assessment of a phm system for electromechanical flight control actuators

AC Bertolino, A De Martin, G Jacazio, M Sorli - Aerospace, 2023 - mdpi.com
The evolution toward “more electric” aircraft has seen a decisive push in the last decade due
to growing environmental concerns and the development of new market segments (flying …

Vibration-based fault diagnosis approach for permanent magnet synchronous motors

K Alameh, N Cité, G Hoblos, G Barakat - IFAC-PapersOnLine, 2015 - Elsevier
The aim of this paper is to propose a fault detection and diagnosis approach for Permanent
Magnet Synchronous Machines (PMSMs) based on vibration signals analysis. First, an …

Permanent magnet synchronous machine demagnetisation prevention and torque estimation control considering rotor temperature

L Uršič, M Nemec - IET Power Electronics, 2019 - Wiley Online Library
The article presents complete permanent magnet management solution for a PMSM drive.
The temperature of permanent magnets is obtained with a modified flux observer. With this …

High-Order Sliding Mode Magnetometer for Excitation Fault Detection of Elevator Traction Synchronous Motor under the Background of Industrial Engineering

P Shao, X Tang, B Zheng, D Li, S Chen, H Lin - Sustainability, 2023 - mdpi.com
In order to solve the excitation problem of elevator traction permanent magnet synchronous
motors (PMSMs), a new high-order sliding mode flux observer based on a hybrid reaching …