Condition Monitoring and Fault Diagnosis of Permanent Magnet Synchronous Motor Stator Winding Using the Continuous Wavelet Transform and Machine Learning

Condition Monitoring and Fault Diagnosis of Permanent Magnet Synchronous Motor Stator Winding Using the Continuous Wavelet Transform and Machine Learning

Applying the condition monitoring technology to industrial processes can help detect faults in time, minimise their impact and reduce the cost of unplanned downtime. Since the introduction of the Industry 4.0 paradigm, many companies have been investing in the development of such technology for driv...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Pietrzak Przemysław, Wolkiewicz Marcin
Fformat:	Erthygl
Iaith:	English
Cyhoeddwyd:	Sciendo 2024-01-01
Cyfres:	Power Electronics and Drives
Pynciau:	fault diagnosis interturn short circuits continuous wavelet transform machine learning permanent magnet synchronous motor
Mynediad Ar-lein:	https://doi.org/10.2478/pead-2024-0007

Eitemau Tebyg

Machine Learning-Based Stator Current Data-Driven PMSM Stator Winding Fault Diagnosis
gan: Przemyslaw Pietrzak, et al.
Cyhoeddwyd: (2022-12-01)

Stator Winding Fault Detection of Permanent Magnet Synchronous Motors Based on the Short-Time Fourier Transform
gan: Pietrzak Przemysław, et al.
Cyhoeddwyd: (2022-01-01)

Stator winding fault detection of permanent magnet synchronous motors based on the bispectrum analysis
gan: Przemysław Pietrzak, et al.
Cyhoeddwyd: (2022-03-01)

Comparison of Selected Methods for the Stator Winding Condition Monitoring of a PMSM Using the Stator Phase Currents
gan: Przemyslaw Pietrzak, et al.
Cyhoeddwyd: (2021-03-01)

Review of fault diagnosis methods for permanent magnet synchronous motors
gan: MA Jian, et al.
Cyhoeddwyd: (2024-07-01)

Demagnetization Fault Diagnosis of Permanent Magnet Synchronous Motors Based on Stator Current Signal Processing and Machine Learning Algorithms
gan: Przemyslaw Pietrzak, et al.
Cyhoeddwyd: (2023-02-01)

Interturn Short Fault Diagnosis Using Magnitude and Phase of Currents in Permanent Magnet Synchronous Machines
gan: Hyeyun Jeong, et al.
Cyhoeddwyd: (2022-06-01)

Application of Spectral and Wavelet Analysis of Stator Current to Detect Angular Misalignment in PMSM Drive Systems
gan: Pietrzak Przemysław, et al.
Cyhoeddwyd: (2021-01-01)

Interturn Short Fault Detection and Location of Permanent Magnet Wind Generator Based on Negative Sequence Current Residuals
gan: Tonghua Wu, et al.
Cyhoeddwyd: (2022-12-01)

Impact of stator interturn short circuit fault on shaft voltage in a synchronous generator
gan: Yu‐Ling He, et al.
Cyhoeddwyd: (2023-03-01)

Effectiveness of Neural Fault Detectors of Permanent Magnet Synchronous Motor Trained With Symptoms From Field-Circuit Modeling
gan: Maciej Skowron, et al.
Cyhoeddwyd: (2022-01-01)

Detection and Location of Stator Winding Interturn Fault at Different Slots of DFIG
gan: Shuilong He, et al.
Cyhoeddwyd: (2019-01-01)

Transfer Learning-Based Fault Detection System of Permanent Magnet Synchronous Motors
gan: M. Skowron
Cyhoeddwyd: (2024-01-01)

Severity Estimation for Interturn Short-Circuit and Demagnetization Faults through Self-Attention Network
gan: Hojin Lee, et al.
Cyhoeddwyd: (2022-06-01)

Discrimination Method of Interturn Short-Circuit and Resistive Unbalance Faults for Synchronous Condenser
gan: Chao Wei, et al.
Cyhoeddwyd: (2021-01-01)

Robust Diagnosis Method Based on Parameter Estimation for an Interturn Short-Circuit Fault in Multipole PMSM under High-Speed Operation
gan: Jewon Lee, et al.
Cyhoeddwyd: (2015-11-01)

Research on Diagnosis and Prediction Method of Stator Interturn Short-Circuit Fault of Traction Motor
gan: Jianqiang Liu, et al.
Cyhoeddwyd: (2022-05-01)

Fault Diagnosis and Fault-Tolerant Control of PMSM Drives–State of the Art and Future Challenges
gan: Teresa Orlowska-Kowalska, et al.
Cyhoeddwyd: (2022-01-01)

Interturn Short-Circuit Fault Detection of a Five-Phase Permanent Magnet Synchronous Motor
gan: Zhongyi Yang, et al.
Cyhoeddwyd: (2021-01-01)

Conceptual Approach to Permanent Magnet Synchronous Motor Turn-to-Turn Short Circuit and Uniform Demagnetization Fault Diagnosis
gan: Yinquan Yu, et al.
Cyhoeddwyd: (2024-12-01)

Research on Fault Diagnosis Algorithm of Ship Electric Propulsion Motor
gan: Fengxin Ma, et al.
Cyhoeddwyd: (2023-03-01)

A Physical Faulty Model Based on Coil Sub-Element for Direct-Drive Permanent Magnet Synchronous Motor With Stator Winding Short-Circuit Faults
gan: Caixia Gao, et al.
Cyhoeddwyd: (2019-01-01)

Mechanism-Based Fault Diagnosis Deep Learning Method for Permanent Magnet Synchronous Motor
gan: Li Li, et al.
Cyhoeddwyd: (2024-09-01)

Electromechanical Characteristics Analysis under DSISC Fault in Synchronous Generators
gan: Yu-Ling He, et al.
Cyhoeddwyd: (2022-06-01)

Fault Detection of Permanent Magnet Synchronous Machines: An Overview
gan: Henghui Li, et al.
Cyhoeddwyd: (2025-01-01)

Vibration and current dataset of three-phase permanent magnet synchronous motors with stator faults
gan: Wonho Jung, et al.
Cyhoeddwyd: (2023-04-01)

On-Line Detection of Coil Inter-Turn Short Circuit Faults in Dual-Redundancy Permanent Magnet Synchronous Motors
gan: Yiguang Chen, et al.
Cyhoeddwyd: (2018-03-01)

Model Design of Inter-Turn Short Circuits in Internal Permanent Magnet Synchronous Motors and Application of Wavelet Transform for Fault Diagnosis
gan: Chin-Sheng Chen, et al.
Cyhoeddwyd: (2024-10-01)

Analysis and fault-tolerant control of inter-turn short-circuit fault for five-phase permanent-magnet synchronous machine
gan: Zaiping Zheng, et al.
Cyhoeddwyd: (2022-11-01)

Analysis on Rotor Vibration Characteristics under Dynamic Rotor Interturn Short Circuit Fault in Synchronous Generators
gan: Yuling He, et al.
Cyhoeddwyd: (2023-09-01)

Microcontroller-Based Embedded System for the Diagnosis of Stator Winding Faults and Unbalanced Supply Voltage of the Induction Motors
gan: Przemyslaw Pietrzak, et al.
Cyhoeddwyd: (2024-01-01)

Inter-turn Fault Identification of Surface-Mounted Permanent Magnet Synchronous Motor Based on Inverter Harmonics
gan: Fengyang Gao, et al.
Cyhoeddwyd: (2020-02-01)

Stator Inter-Turn Short-Circuits Fault Diagnostics in Three-Phase Line-Start Permanent Magnet Synchronous Motors Fed by Unbalanced Voltages
gan: D. S. B. Fonseca, et al.
Cyhoeddwyd: (2023-07-01)

Detection of Demagnetization Faults in Axial Flux Permanent-Magnet Synchronous Wind Generators
gan: Apostolos Lamprokostopoulos, et al.
Cyhoeddwyd: (2022-04-01)

Analysis of electromagnetic characteristics of typical faults in permanent magnet wind generators
gan: Guangwei Liu, et al.
Cyhoeddwyd: (2023-02-01)

Demagnetized Magnet Diagnosis in a Double-Layer Winding Permanent Magnet Synchronous Machine using Wavelet Packet Transform
gan: Pedram Quseiri Darbandeh, et al.
Cyhoeddwyd: (2022-06-01)

Fault Injection Model of Induction Motor for Stator Interturn Fault Diagnosis Research Based on HILS
gan: Xuhao Zhang, et al.
Cyhoeddwyd: (2021-09-01)

Analysis of PT Interturn Short Circuit Fault in a Generator Outlet
gan: Huijuan LIU, et al.
Cyhoeddwyd: (2018-10-01)

Field Reconstruction for Modeling Multiple Faults in Permanent Magnet Synchronous Motors in Transient States
gan: Sveinung Attestog, et al.
Cyhoeddwyd: (2021-01-01)

Single Line/Phase Open Fault-Tolerant Decoupling Control of a Five-Phase Permanent Magnet Synchronous Motor under Different Stator Connections
gan: Bing Tian, et al.
Cyhoeddwyd: (2022-05-01)