Dispersion field analysis using Discrete Wavelet Transform for inter-turn stator fault detection in Induction Motors

被引:0
|
作者
Cherif, H. [1 ]
Menacer, A. [1 ]
Romary, R. [2 ]
Pusca, R. [2 ]
机构
[1] Biskra Univ, Elect Engn Lab Biskra, Biskra, Algeria
[2] Univ Artois, EA LSEE 4025, F-62400 Bethune, France
来源
2017 IEEE 11TH INTERNATIONAL SYMPOSIUM ON DIAGNOSTICS FOR ELECTRICAL MACHINES, POWER ELECTRONICS AND DRIVES (SDEMPED) | 2017年
关键词
Induction machine; inter turns short circuit fault; magnetic field; diagnosis; energy; discrete wavelet transform; DIAGNOSIS; MACHINES;
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
This paper presents an inter-turn short circuit detection through the measurement of external magnetic field of induction motor. The technique of analysis is based on discrete wavelet transform energy in transient state where the machine operates at start-up and standstill states. The wavelet offers a very fine analysis of the unidimensional and two-dimensional signals. Through multilevel discrete wavelet decomposition, it is possible to extract the information for the prognosis of the fault in variable state of the machine. The stored energy calculation in each decomposition can evaluate the severity of the fault compared with the analysis of only the external magnetic field.
引用
收藏
页码:104 / 109
页数:6
相关论文
共 50 条
  • [1] Discrete Wavelet Transform for Stator Fault Detection in induction Motors
    Kechida, R.
    Menacer, A.
    Talhaoui, H.
    Cherif, H.
    2015 IEEE 10TH INTERNATIONAL SYMPOSIUM ON DIAGNOSTICS FOR ELECTRIC MACHINES, POWER ELECTRONICS AND DRIVES (SDEMPED), 2015, : 104 - 109
  • [2] Stator Inter Turns Fault Detection Using Discrete Wavelet Transform
    Cherif, H.
    Menacer, A.
    Bessam, B.
    Kechida, R.
    2015 IEEE 10TH INTERNATIONAL SYMPOSIUM ON DIAGNOSTICS FOR ELECTRIC MACHINES, POWER ELECTRONICS AND DRIVES (SDEMPED), 2015, : 138 - 142
  • [3] Wavelet aided SVM Classifier for Stator Inter-Turn Fault Monitoring in Induction Motors
    Das, S.
    Koley, C.
    Purkait, P.
    Chakravorti, S.
    IEEE POWER AND ENERGY SOCIETY GENERAL MEETING 2010, 2010,
  • [4] A Similarity Based Index for Stator Inter-Turn Fault Detection in Induction Motors
    Tajdinian, Mohsen
    Behdani, Behzad
    Chamorro, Harold R.
    Sood, Vijay K.
    2024 IEEE CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, CCECE 2024, 2024, : 346 - 351
  • [5] Application of Discrete Wavelet Transform for Identification of Induction Motor Stator Inter-Turn Short Circuit
    Zhang, Y.
    Ji, T. Y.
    Li, M. S.
    Wu, Q. H.
    2015 IEEE INNOVATIVE SMART GRID TECHNOLOGIES - ASIA (ISGT ASIA), 2015,
  • [6] Detection of the stator inter-turn fault using the energy feature of the wavelet coefficients obtained through continuous wavelet transform
    Hossein, S. M.
    Abedi, M.
    SCIENTIA IRANICA, 2023, 30 (02) : 536 - 550
  • [7] A robust principal component analysis-based approach for detection of a stator inter-turn fault in induction motors
    Namdar, Ali
    PROTECTION AND CONTROL OF MODERN POWER SYSTEMS, 2022, 7 (01)
  • [8] Detection of Stator Interturn Fault Using Discrete Wavelet Transform
    Ballal, Atul
    Kalage, Amol A.
    2019 5TH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION, CONTROL AND AUTOMATION (ICCUBEA), 2019,
  • [9] Voltage-current locus-based stator winding inter-turn fault detection in induction motors
    Dongare, Ujwala V.
    Umre, Bhimrao S.
    Ballal, Makarand S.
    INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, 2023, 51 (06) : 2889 - 2911
  • [10] An Efficient Stator Inter-Turn Fault Diagnosis Tool for Induction Motors
    Maraaba, Luqman
    Al-Hamouz, Zakariya
    Abido, Mohammad
    ENERGIES, 2018, 11 (03)