Time-Domain Diagnosing Algorithm for Automatic Broken Rotor Bar Detection in Induction Motors

被引:0
作者
Rivera-Guillen, Jesus R. [1 ]
de Santiago-Perez, J. J. [1 ]
Amezquita-Sanchez, Juan P. [1 ]
Valtierra-Rodriguez, Martin [1 ]
Perez-Soto, Gerardo I. [1 ]
Trejo-Hernandez, Miguel [1 ]
机构
[1] Autonomous Univ Queretaro, CA Dynam Syst & Control, Campus San Juan del Rio, San Juan Del Rio, Queretaro, Mexico
来源
2018 IEEE INTERNATIONAL AUTUMN MEETING ON POWER, ELECTRONICS AND COMPUTING (ROPEC) | 2018年
关键词
Fault Detection; Induction Motor; Time-Domain Algorithm; Automatic Diagnosing; METHODOLOGY;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Induction motors are one of the most utilized electrical machines in the industry. Therefore, to guarantee their correct operation is of vital importance. During their operation life, the motor tends to fail, and one of the most studied faults in the literature is the broken rotor bar (BRB) condition, because it can occur without apparently affecting the motor operation. Then, opportune fault detection is desired. Many researches attempt to solve the problem. However, methodologies that can determine the motor condition in an automatic way are still required. The contribution of this work is to propose a low-complex algorithm to detect and to classify automatically the BRB fault, even in its incipient stage. The obtained results demonstrate that the proposed algorithm is efficient to distinguish between healthy, incipient, 1 BRB and 2 BRB conditions.
引用
收藏
页数:5
相关论文
共 9 条
  • [1] Methodology for fault detection in induction motors via sound and vibration signals
    Antonio Delgado-Arredondo, Paulo
    Morinigo-Sotelo, Daniel
    Alfredo Osornio-Rios, Roque
    Gabriel Avina-Cervantes, Juan
    Rostro-Gonzalez, Horacio
    de Jesus Romero-Troncoso, Rene
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2017, 83 : 568 - 589
  • [2] Detection of broken rotor bar faults in induction motor at low load using neural network
    Bessam, B.
    Menacer, A.
    Boumehraz, M.
    Cherif, H.
    [J]. ISA TRANSACTIONS, 2016, 64 : 241 - 246
  • [3] Synchrosqueezing transform-based methodology for broken rotor bars detection in induction motors
    Camarena-Martinez, David
    Andres Perez-Ramirez, Carlos
    Valtierra-Rodriguez, Martin
    Pablo Amezquita-Sanchez, Juan
    de Jesus Romero-Troncoso, Rene
    [J]. MEASUREMENT, 2016, 90 : 519 - 525
  • [4] FPGA-Based Broken Bars Detection on Induction Motors Under Different Load Using Motor Current Signature Analysis and Mathematical Morphology
    de Jesus Rangel-Magdaleno, Jose
    Peregrina-Barreto, Hayde
    Manuel Ramirez-Cortes, Juan
    Gomez-Gil, Pilar
    Morales-Caporal, Roberto
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2014, 63 (05) : 1032 - 1040
  • [5] A new method of accurate broken rotor bar diagnosis based on modulation signal bispectrum analysis of motor current signals
    Gu, F.
    Wang, T.
    Alwodai, A.
    Tian, X.
    Shao, Y.
    Ball, A. D.
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2015, 50-51 : 400 - 413
  • [6] Fourier transform and image processing for automatic detection of broken rotor bars in induction motors
    Jesus De Santiago-Perez, J.
    Rivera-Guillen, Jesus R.
    Amezquita-Sanchez, Juan P.
    Valtierra-Rodriguez, Martin
    Romero-Troncoso, Rene J.
    Dominguez-Gonzalez, Aurelio
    [J]. MEASUREMENT SCIENCE AND TECHNOLOGY, 2018, 29 (09)
  • [7] A Method for Detecting Half-Broken Rotor Bar in Lightly Loaded Induction Motors Using Current
    Naha, Arunava
    Samanta, Anik Kumar
    Routray, Aurobinda
    Deb, Alok Kanti
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2016, 65 (07) : 1614 - 1625
  • [8] Fault Diagnosis of Rotating Electrical Machines in Transient Regime Using a Single Stator Current's FFT
    Sapena-Bano, Angel
    Pineda-Sanchez, Manuel
    Puche-Panadero, Ruben
    Martinez-Roman, Javier
    Matic, Dragan
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2015, 64 (11) : 3137 - 3146
  • [9] Empirical Mode Decomposition Analysis for Broken-Bar Detection on Squirrel Cage Induction Motors
    Valles-Novo, Ricardo
    de Jesus Rangel-Magdaleno, Jose
    Manuel Ramirez-Cortes, Juan
    Peregrina-Barreto, Hayde
    Morales-Caporal, Roberto
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2015, 64 (05) : 1118 - 1128