Wavelet packet analysis for rotor bar breakage in an inverter induction motor

被引:4
|
作者
Abu Ibaid, O. Z. I. [1 ]
Belhamdi, S. [1 ]
Abid, M. [2 ]
Chakroune, S. [1 ]
Mouassa, S. [3 ]
Al-Sagar, Z. S. [4 ]
机构
[1] Univ MSila, Dept Elect Engn, Elect Engn Lab, Msila, Algeria
[2] Univ Tiaret, Dept Elect Engn, Lab L2GEGI, Tiaret, Algeria
[3] Univ Bouira, Dept Elect Engn, Bouira, Algeria
[4] Middle Tech Univ, Baqubah Tech Inst, Dept Renewable Energy, Baghdad, Iraq
关键词
squirrel cage induction motors; rotor broken bar; continuous wavelet transform; discrete wavelet transform; FAULT-DETECTION; DIAGNOSIS; MACHINE; SYSTEM; DWT;
D O I
10.20998/2074-272X.2023.3.01
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
Introduction. In various industrial processes, squirrel cage induction motors are widely employed. These motors can be used in harsh situations, such as non-ventilated spaces, due to their high strength and longevity. These machines are subject to malfunctions such as short circuits and broken bars. Indeed, for the diagnosis several techniques are offered and used. Novelty of the proposed work provides the use of wavelet analysis technology in a continuous and discrete system to detect faults affecting the rotating part of an induction motor fed by a three-phase inverter. Purpose. This paper aims to present a novel technique for diagnosing broken rotor bars in the low -load, stationary induction machine proposed. The technique is used to address the problem of using the traditional Techniques like Fourier Transforms signal processing algorithm by analyzing the stator current envelope. The suggested method is based on the use of discrete wavelet transform and continuous wavelet transform. Methods. A waveform can be monitored at any frequency of interest using the suggested discrete wavelet transform and continuous wavelet transform. To identify the rotor broken bar fault, stator current frequency spectrum is analyzed and then examined. Based on a suitable index, the algorithm separates the healthy motor from the defective one, with 1, 2 and 3 broken bars at no-load. Results. In comparison to the healthy conditions, the recommended index significantly raises under the broken bars conditions. It can identify the problematic conditions with clarity. The possibility of detecting potential faults has been demonstrated (broken bars), using discrete wavelet transform and continuous wavelet transform. The diagnostic method is adaptable to temporary situations brought on by alterations in load and speed. Performance and efficacy of the suggested diagnostic method are demonstrated through simulation in Simulink (R) MATLAB environment. References 31, figures 11.
引用
收藏
页码:3 / 11
页数:9
相关论文
共 50 条
  • [21] The Rotor Copper and Iron Loss Analysis of Inverter-fed Induction Motor Considering Rotor Slip Frequency
    Zhang, Dongdong
    Zhao, Haisen
    Wu, Thomas
    2017 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2017, : 2412 - 2419
  • [22] Study and Simulation of a Broken Induction Motor Rotor Bar Caused Motor Vibration
    Katalin, Agoston
    15TH INTERNATIONAL CONFERENCE INTERDISCIPLINARITY IN ENGINEERING, 2022, 386 : 584 - 590
  • [23] Broken rotor bar fault detection of the grid and inverter-fed induction motor by effective attenuation of the fundamental component
    Asad, Bilal
    Vaimann, Toomas
    Belahcen, Anouar
    Kallaste, Ants
    Rassolkin, Anton
    Iqbal, Muhammad Naveed
    IET ELECTRIC POWER APPLICATIONS, 2019, 13 (12) : 2005 - 2014
  • [24] Rapid Control Prototyping and Analysis of a Fault Diagnosis and Amplifying Algorithm for Broken Rotor Bar Induction Motor Drives
    Choi, Jina
    Kim, Se Hwan
    Lee, Woongkul
    Lee, Jae Suk
    IEEE ACCESS, 2025, 13 : 19064 - 19074
  • [25] Instantaneous power spectrum analysis for broken bar fault detection in inverter-fed six-phase squirrel cage induction motor
    Maouche, Yassine
    Oumaamar, Mohamed El Kamel
    Boucherma, Mohamed
    Khezzar, Abdelmalek
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 62 : 110 - 117
  • [26] An Enhanced Pathfinder Algorithm based MCSA for rotor breakage detection of induction motor
    Halder, Sudip
    Dora, Bimal Kumar
    Bhat, Sunil
    JOURNAL OF COMPUTATIONAL SCIENCE, 2022, 64
  • [27] Wavelet Transform Based Fault Identification and Reconfiguration for a Reduced Switch Multilevel Inverter Fed Induction Motor Drive
    Veerendra, Arigela Satya
    Shah, Akeel A.
    Mohamed, Mohd Rusllim
    Sekhar, Chavali Punya
    Leung, Puiki
    ELECTRONICS, 2021, 10 (09)
  • [28] Demodulation Technique for Broken Rotor Bar Detection in Inverter-Fed Induction Motor Under Non-Stationary Conditions
    Alberto Garcia-Calva, Tomas
    Morinigo-Sotelo, Daniel
    Garcia-Perez, Arturo
    Camarena-Martinez, David
    de Jesus Romero-Troncoso, Rene
    IEEE TRANSACTIONS ON ENERGY CONVERSION, 2019, 34 (03) : 1496 - 1503
  • [29] Use of Bispectrum in Severity Analysis of Rotor Bar Cracks in Induction Motors
    Jain, Prerit
    Chopra, Kshitij
    Darpe, A. K.
    ADVANCES IN VIBRATION ENGINEERING, 2012, 11 (03): : 317 - 323
  • [30] Diagnosis of Induction Motor Faults due to Broken Rotor bar and Rotor Mass Unbalance through Discrete Wavelet Transform of Starting Current at No-Load
    Ahamed, S. K.
    Karmakar, S.
    Mitra, M.
    Sengupta, S.
    JOURNAL OF ELECTRICAL SYSTEMS, 2010, 6 (03) : 442 - 456