Signal Processing Application in Fault Diagnosis of Three Phase Transformers

被引:0
|
作者
Mohanty, Kanungo Barada [1 ]
Routray, Aurobinda [2 ]
机构
[1] Natl Inst Technol, Dept Elect Engn, Rourkela, India
[2] Indian Inst Technol, Dept Elect Engn, Kharagpur, India
关键词
Condition monitoring; Fault diagnosis; Fourier Transform; Discrete Wavelet Transform; Switching inrush current; HARMONIC-ANALYSIS;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Data acquisition and subsequent fault diagnosis of a three-phase transformer is presented in this paper. A PC with data acquisition card is used for the purpose of storing, monitoring and diagnosis. Spectral analysis algorithms based on FFT as well as Wavelet Transform are used to obtain the signature of currents under various normal and abnormal conditions. The Wavelet Transform is implemented to extract the features from the transient signals simultaneously both in time and frequency domain. Current signatures so obtained serve as input for classifying various faults.
引用
收藏
页码:324 / +
页数:2
相关论文
共 50 条
  • [21] Application of Probabilistic Neural Networks in Fault Diagnosis of Three-phase Induction Motors
    Ding Shuo
    Chang Xiao-heng
    Wu Qing-hui
    ADVANCES IN MECHATRONICS AND CONTROL ENGINEERING II, PTS 1-3, 2013, 433-435 : 705 - 708
  • [22] Application of chaos and extension theory to fault diagnosis of three-phase synchronous generators
    Lu, Shiue Der
    Wang, Meng Hui
    Chen, Shih Kai
    JOURNAL OF LOW FREQUENCY NOISE VIBRATION AND ACTIVE CONTROL, 2020, 39 (03) : 665 - 677
  • [23] Theory of multi-resolution singular value decomposition and its application to signal processing and fault diagnosis
    Zhao X.
    Ye B.
    Chen T.
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2010, 46 (20): : 64 - 75
  • [24] Fuzzy approaches for fault diagnosis of transformers
    Chen, AP
    Lin, CC
    FUZZY SETS AND SYSTEMS, 2001, 118 (01) : 139 - 151
  • [25] Parallel processing application in traction motor fault diagnosis
    Sen, AK
    Murty, ASR
    ELECTRIC POWER SYSTEMS RESEARCH, 1999, 52 (03) : 241 - 249
  • [26] In Processing Fault Detection of Machinery Based on Instantaneous Phase Signal
    Jiang, Kuosheng
    Zhou, Yuanyuan
    Chen, Qinghua
    Han, Liubang
    IEEE ACCESS, 2019, 7 : 123535 - 123543
  • [27] Non-invasive method for rotor bar fault diagnosis in three-phase squirrel cage induction motor with advanced signal processing technique
    Barusu, Madhusudhana Reddy
    Sethurajan, Umamaheswari
    Deivasigamani, Meganathan
    JOURNAL OF ENGINEERING-JOE, 2019, (17): : 4415 - 4419
  • [28] The application of signal processing to the identification and diagnosis of radar system
    Hu, J
    You, CX
    ICSP '96 - 1996 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II, 1996, : 1636 - 1638
  • [29] Fractal approach for signal processing and application to the diagnosis of cavitation
    Simard, P
    Le Tavernier, E
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2000, 14 (03) : 459 - 469
  • [30] A fault diagnosis method for three-phase rectifiers
    Zhou, Haifeng
    Wang, Rongjie
    Cui, Bowen
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2013, 34 (01): : 171 - 176