Reliable Detection of Broken Rotor Bars in Induction Motors via MUSIC and ZSC Methods

被引:0
作者
Morinigo-Sotelo, Daniel [1 ,2 ]
Romero-Troncoso, Rene J. [2 ,3 ]
Antonino-Daviu, Jose A. [4 ]
Gyftakis, Konstantinos N. [5 ,6 ]
机构
[1] Univ Valladolid, Valladolid, Spain
[2] HSPdigital Res Grp, Mexico City, DF, Mexico
[3] Univ Guanajuato, DICIS, CA Telemat, Guanajuato, Mexico
[4] Univ Politecn Valencia, ITE, Camino Vera S-N, E-46022 Valencia, Spain
[5] Coventry Univ, Sch CEM, Fac Engn Environm & Comp, Coventry, W Midlands, England
[6] Coventry Univ, Res Ctr Mobil & Transport, Coventry, W Midlands, England
来源
2016 XXII INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES (ICEM) | 2016年
关键词
Broken bar; Fault diagnosis; Induction motor; MUSIC; ZSC; CURRENT SIGNATURE ANALYSIS; WAVELET TRANSFORM; FAULT-DIAGNOSIS; DEFECTS; MACHINE;
D O I
暂无
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
Induction motors are used in a variety of industrial applications where frequent startups are required. In those cases, it is necessary to apply sophisticated signal processing analysis methods in order to reliably follow the time evolution of the fault-related harmonics in the signal. In this paper, the zero-sequence current (ZSC) is analysed using the high-resolution spectral method of multiple signal classification (MUSIC). The analysis of the ZSC signal has proved to have several advantages over the analysis of a single-phase current waveform. Experimentation is performed on a healthy motor, a motor with one broken rotor bar, and a motor with two broken rotor bars. The analysis results are satisfactory since the proposed methodology reliably detects the broken rotor bar fault and its severity, both during transient and steady state operation of the induction motor.
引用
收藏
页码:2881 / 2886
页数:6
相关论文
共 50 条
[21]   Detection of broken rotor bars and eccentricity during the starting transient of three-phase induction motors [J].
Meira, Matias ;
Verucchi, Carlos ;
Castellino, Ariel ;
Bossio, Guillermo .
2021 XIX WORKSHOP ON INFORMATION PROCESSING AND CONTROL (RPIC), 2021,
[22]   Sensitive and reliable detection of broken rotor bar fault in induction motors [J].
Xu, BQ ;
Li, HM ;
Sun, LL .
CONFERENCE RECORD OF THE 2004 IEEE INDUSTRY APPLICATIONS CONFERENCE, VOLS 1-4: COVERING THEORY TO PRACTICE, 2004, :714-719
[23]   A MIRPSA-based criterion to quantify broken rotor bars in induction motors [J].
Xu B. ;
Sun L. .
Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2019, 39 (03) :132-136
[24]   Diagnosis of Coexisting Broken Rotor Bars and Mixed Eccentricity in Induction Motors by Instantaneous Power Analysis [J].
Castellino, Ariel ;
Donolo, Pablo ;
Pezzani, Martin ;
Bossio, Guillermo ;
De Angelo, Cristian .
2024 IEEE BIENNIAL CONGRESS OF ARGENTINA, ARGENCON 2024, 2024,
[25]   Detection of Broken Rotor Bars Faults in Inverter-Fed Induction Motors [J].
Godoy, W. F. ;
da Silva, I. N. ;
Goedtel, A. ;
Palacios, R. H. C. ;
Scalassara, P. ;
Morinigo-Sotelo, D. ;
Duque-Perez, O. .
2018 XIII INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES (ICEM), 2018, :1803-1808
[26]   Convolutional Neural Network and Motor Current Signature Analysis during the Transient State for Detection of Broken Rotor Bars in Induction Motors [J].
Valtierra-Rodriguez, Martin ;
Rivera-Guillen, Jesus R. ;
Basurto-Hurtado, Jesus A. ;
Jesus De-Santiago-Perez, J. ;
Granados-Lieberman, David ;
Amezquita-Sanchez, Juan P. .
SENSORS, 2020, 20 (13) :1-20
[27]   Analysis and Diagnosis of Broken Rotor Bars in Induction Motors Based on Maxwell [J].
Lv Yuegang ;
Zhang Wenyuan ;
Liu Juncheng .
2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, :3065-3069
[28]   Reliable Detection of Rotor Winding Asymmetries in Wound Rotor Induction Motors via Integral Current Analysis [J].
Antonino-Daviu, Jose ;
Quijano-Lopez, Alfredo ;
Climente-Alarcon, Vicente ;
Garin-Abellan, Carlos .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2017, 53 (03) :2040-2048
[29]   Fault Diagnosis of Broken Rotor Bars in Induction Motors Using Finite Element Analysis [J].
Mazouji, Rojan ;
Khaloozadch, Hamid ;
Arastch, Mohammad .
2020 11TH POWER ELECTRONICS, DRIVE SYSTEMS, AND TECHNOLOGIES CONFERENCE (PEDSTC), 2020,
[30]   A New Criterion for the Quantification of Broken Rotor Bars in Induction Motors [J].
Xu, Boqiang ;
Sun, Liling ;
Ren, Hui .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2010, 25 (01) :100-106