Motor Fault Diagnosis Based on Wavelet Analysis and Fast Fourier Transform

被引：0
|
作者：
Zhang Qingxin [1 ]
Li Jin [1 ]
Li Haibin [1 ]
Liu Chong [1 ]
机构：
[1] Shenyang Aerosp Univ, Automat Dept, Shenyang 110136, Peoples R China
来源：
ADVANCED MEASUREMENT AND TEST, PTS 1-3 | 2011年 / 301-303卷
关键词：
Wavelet analysis; Fast Fourier transform; Fault diagnosis;
D O I：
10.4028/www.scientific.net/AMR.301-303.1401
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
For the detection of the broken-bar fault of rotor in motors, a traditional method is frequency spectrum analysis for the stator current. However, the frequency components representative of the rotor fault can be easily submerged by the fundamental frequency, so that the detections results are inaccurate. In this paper, the stator current will be decomposed and reconstructed, after that the fast Fourier transform can be applied to the frequency spectrum analysis. It eliminates the influence that the fault characteristic components are flooded by the basic frequency components. The experiment result shows that the existence of a slight fault in rotor can be detected. The method has a good theoretical and engineering application.
引用
收藏
页码：1401 / 1405
页数：5
相关论文
共 50 条
  • [31] Fault detection and diagnosis for rotating machinery: A model based on convolutional LSTM, Fast Fourier and continuous wavelet transforms
    Jalayer, Masoud
    Orsenigo, Carlotta
    Vercellis, Carlo
    COMPUTERS IN INDUSTRY, 2021, 125
  • [32] Fault Diagnosis for Wind Turbine Gearbox Based on Wavelet Analysis
    Zhou Wen-jing
    Shen Yan-xia
    Wang Long
    PROCEEDINGS OF THE 2012 24TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2012, : 1638 - 1641
  • [33] Fault Diagnosis System of Rolling Bearing Based on Wavelet Analysis
    Wang, Lina
    Wang, Hongbo
    Cai, Yonghui
    Wang, Shilong
    PROGRESS IN STRUCTURE, PTS 1-4, 2012, 166-169 : 951 - +
  • [34] Fault Diagnosis Method of the Locomotive Brake Based on Wavelet Analysis
    Ding Jianbo
    Zhang Zhonghai
    Cai Hangfeng
    PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012), 2012, : 820 - 822
  • [35] Current similarity based open-circuit fault diagnosis for induction motor drives with discrete wavelet transform
    Wu, Feng
    Hao, Yang
    Zhao, Jin
    Liu, Yang
    MICROELECTRONICS RELIABILITY, 2017, 75 : 309 - 316
  • [36] Bearing Fault Diagnosis Based on Wavelet Analysis
    Li Hai-xia
    MECHATRONICS AND INTELLIGENT MATERIALS III, PTS 1-3, 2013, 706-708 : 1763 - 1768
  • [37] An Intelligent System for Bearing Fault Diagnosis of Induction Motor using Wavelet Transform Based Deep Learning Framework
    Ray, Radha Kumari
    Ganguly, Biswarup
    2022 IEEE 6TH INTERNATIONAL CONFERENCE ON CONDITION ASSESSMENT TECHNIQUES IN ELECTRICAL SYSTEMS, CATCON, 2022, : 120 - 124
  • [38] Research on Fault Diagnosis of Oil Pumping Machine based on Wavelet Transform
    Wang Junxia
    Jiang Jiating
    Wang Xiaogang
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY, ENVIRONMENT AND CHEMICAL ENGINEERING, 2015, 23 : 477 - 480
  • [39] Fault Diagnosis Research of TWERD Frequency Converter Based on Wavelet Transform
    Wang, Xinsheng
    Zhang, Huaqiang
    Zhang, Tianmin
    RECENT TRENDS IN MATERIALS AND MECHANICAL ENGINEERING MATERIALS, MECHATRONICS AND AUTOMATION, PTS 1-3, 2011, 55-57 : 596 - +
  • [40] Fault diagnosis of analog circuit based on wavelet transform and neural network
    Wang, Hui
    ARCHIVES OF ELECTRICAL ENGINEERING, 2020, 69 (01) : 175 - 185
12345