Stator Winding Interturn Short-Circuit Fault Modeling and Detection of Squirrel-Cage Induction Motors

被引:7
作者
Agah, G. R. [1 ]
Rahideh, A. [1 ]
Faradonbeh, V. Z. [1 ,2 ]
Kia, S. Hedayati [3 ]
机构
[1] Shiraz Univ Technol, Dept Elect Engn, Shiraz 1387671557, Iran
[2] Shahrekord Univ, Engn Dept, Shahrekord 64165478, Iran
[3] Univ Picardie Jules Verne, MIS Lab UR4290, F-80000 Amiens, France
来源
IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION | 2024年 / 10卷 / 03期
关键词
Fault detection; induction motor; interturn short circuit (ITSC); wavelet packet decomposition (WPD); winding function analysis; DIAGNOSIS; MACHINES;
D O I
10.1109/TTE.2023.3325260
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this article, an interturn short-circuit (ITSC) fault detection method is presented based on the wavelet packet decomposition (WPD) and locus of three-phase currents in 3-D space for squirrel-cage induction motors (SCIMs). The proposed method is able to accurately identify the fault severity and location under any load condition and any type of motor power supply. A comprehensive dynamic model is also proposed for SCIMs having ITSC fault in one phase or a combination of multiple phases. The proposed signal-based fault detection method is separately evaluated based on the data extracted from the proposed model, the finite-element method (FEM), and the experimental test rig, which consists of two 1.5-kW induction motors, a 3-kW self-excitation generator, three LA55-P/SP1 Hall effect current sensors, a TMS320F28379D digital signal processor (DSP), and an electric drive system. The efficacy of the proposed fault detection method is evident from the results.
引用
收藏
页码:5725 / 5734
页数:10
相关论文
共 34 条
[21]   Monitoring of Wound Rotor Induction Machines by Means of Discrete Wavelet Transform [J].
Kia, Shahin Hedayati .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2018, 46 (19-20) :2021-2035
[22]   Artificial Intelligence-Based Technique for Fault Detection and Diagnosis of EV Motors: A Review [J].
Lang, Wangjie ;
Hu, Yihua ;
Gong, Chao ;
Zhang, Xiaotian ;
Xu, Hui ;
Deng, Jiamei .
IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2022, 8 (01) :384-406
[23]   A Search Coil Design Method of PMSM for Detection of Inter-Turn Short-Circuit Fault [J].
Li, Rui ;
Fang, Haiyang ;
Li, Dawei ;
Qu, Ronghai ;
Yang, Songbai ;
Wang, Runyu .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 71 (04) :3964-3974
[24]   Induction Motors Fault Diagnosis Using Finite Element Method: A Review [J].
Liang, Xiaodong ;
Ali, Mohammad Zawad ;
Zhang, Huaguang .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2020, 56 (02) :1205-1217
[25]   A Nonintrusive and In-Service Motor-Efficiency Estimation Method Using Air-Gap Torque With Considerations of Condition Monitoring [J].
Lu, Bin ;
Habetler, Thomas G. ;
Harley, Ronald G. .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2008, 44 (06) :1666-1674
[26]   Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors [J].
Minh-Quang Tran ;
Liu, Meng-Kun ;
Quoc-Viet Tran ;
Toan-Khoa Nguyen .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
[27]   Robust Inter-Turn Short-Circuit Fault Detection in PMSGs With Respect to the Bandwidths of Current and Voltage Controllers [J].
Niu, Feng ;
Feng, Wei ;
Huang, Shaopo ;
Wu, Lijian ;
Zhang, Jian ;
Huang, Xiaoyan ;
Fang, Youtong .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2023, 38 (08) :10269-10279
[28]   Estimation of Position and Shorted Turns Percentage of an Inter-Turn Short Circuit in Interior Permanent Magnet Synchronous Machines Based on a Current Observer and Stationary Reference Frame Tracking [J].
Palavicino, Pablo Castro ;
Sarlioglu, Bulent .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2023, 59 (04) :4066-4075
[29]   An Improved Winding Function Theory for Accurate Modeling of Small and Large Air-Gap Electric Machines [J].
Rezaee-Alam, Farhad ;
Rezaeealam, Behrooz ;
Naeini, Vahid .
IEEE TRANSACTIONS ON MAGNETICS, 2021, 57 (05)
[30]   Detection of Stator Short-Circuit Faults in Induction Motors Using the Concept of Instantaneous Frequency [J].
Sadeghi, Reza ;
Samet, Haidar ;
Ghanbari, Teymoor .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 15 (08) :4506-4515