Fault Analysis of Induction Motor Based on Discrete Fractional Fourier Transform

被引：3
|
作者：
Chen, Hung-Cheng [1 ]
Pu, Hua-Ying [1 ]
机构：
[1] Natl Chin Yi Univ Technol, Dept Elect Engn, Taichung, Taiwan
来源：
2016 INTERNATIONAL SYMPOSIUM ON COMPUTER, CONSUMER AND CONTROL (IS3C) | 2016年
关键词：
discrete fractional fourier transform; 3D feature spectrum; induction motor; fault analysis; DIAGNOSIS;
D O I：
10.1109/IS3C.2016.28
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The fault analysis of defective induction motors based on discrete fractional Fourier transform is presented in this paper. Firstly, the accelerometer is used to measure the vibration signals of induction motors running online. Secondly, discrete fractional Fourier transform is applied to analysis the vibration signals with transformation angle from 0 to pi/2. A 3D feature spectrum is then built for further fault analysis. Finally, a comparison is made between a healthy, damage-free induction motor and motors with three common defects, broken rotor bars, damage to outer bearing ring and damage to inner bearing ring to achieve encouraged results.
引用
收藏
页码：69 / 72
页数：4
相关论文
共 50 条
  • [1] Rotor Fault Identification of Induction Motor Based on Discrete Fractional Fourier Transform
    Gu, Feng-Chang
    Bian, Jian-Yong
    Hsu, Chun-liang
    Chen, Hung-Cheng
    Lu, Shiue-Der
    2018 INTERNATIONAL SYMPOSIUM ON COMPUTER, CONSUMER AND CONTROL (IS3C 2018), 2018, : 205 - 208
  • [2] THE ANALYSIS OF THE DISCRETE FRACTIONAL FOURIER TRANSFORM ALGORITHMS
    Ran, Qi-Wen
    Zhang, Hai-Ying
    Zhang, Zhong-Zhao
    Sha, Xue-Jun
    2009 IEEE 22ND CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1 AND 2, 2009, : 689 - 692
  • [3] The analysis of resolution of the discrete fractional Fourier transform
    Deng, Bing
    Tao, Ran
    ICICIC 2006: FIRST INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING, INFORMATION AND CONTROL, VOL 3, PROCEEDINGS, 2006, : 10 - +
  • [4] Discrete fractional Fourier transform
    Pei, SC
    Yeh, MH
    ISCAS 96: 1996 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS - CIRCUITS AND SYSTEMS CONNECTING THE WORLD, VOL 2, 1996, : 536 - 539
  • [5] Discrete fractional Fourier transform
    Candan, Cagatay
    Kutay, M.Alper
    Ozaktas, Haldun M.
    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1999, 3 : 1713 - 1716
  • [6] The discrete fractional Fourier transform
    Candan, Ç
    Kutay, MA
    Ozaktas, HM
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2000, 48 (05) : 1329 - 1337
  • [7] The discrete fractional Fourier transform
    Candan, C
    Kutay, MA
    Ozaktas, HM
    ICASSP '99: 1999 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS VOLS I-VI, 1999, : 1713 - 1716
  • [8] Motor Fault Diagnosis Based on Wavelet Analysis and Fast Fourier Transform
    Zhang Qingxin
    Li Jin
    Li Haibin
    Liu Chong
    ADVANCED MEASUREMENT AND TEST, PTS 1-3, 2011, 301-303 : 1401 - 1405
  • [9] The discrete fractional Fourier transform based on the DFT matrix
    Serbes, Ahmet
    Durak-Ata, Lutfiye
    SIGNAL PROCESSING, 2011, 91 (03) : 571 - 581
  • [10] Discrete fractional Fourier transform based on orthogonal projections
    Pei, SC
    Yeh, MH
    Tseng, CC
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1999, 47 (05) : 1335 - 1348
12345