Extraction of Partial Discharge Acoustic Signal by Wavelet Transform with Teager′s Energy Operator

被引:0
|
作者
杜伯学
欧阳明鉴
武媛
魏国忠
机构
[1] Tianjin University
[2] China
[3] Tianjin 300072
[4] School of Electrical Engineering and Automation
关键词
partial discharge extraction; acoustic signal; wavelet transform; Teager′s energy operators; denoise;
D O I
暂无
中图分类号
TN912.3 [语音信号处理];
学科分类号
0711 ;
摘要
To develop a measurement system for monitoring partial discharge (PD) without the effect of external interferences,an algorithm of PD signal extraction based on wavelet transform with Teager′s energy operators was presented.Acoustic signal generated by PD was selected to remove excessive interfering signals and electromagnetic interferences.Acoustic signals were collected and decomposed into 10 levels by wavelet transform into approximation and detail components."Daubechies 25"was proved to be the most suitable mother wavelet for the extraction of PD acoustic signals.Compared with conventional wavelet denoising method,Teager′s energy operators were adopted to the PD signal reconstruction and the signal to noise ratio was increased by 2000-2500 in the experiment,without lost in energy and pulse amplitude.
引用
收藏
页码:289 / 294
页数:6
相关论文
共 50 条
  • [21] Damage identification for beams in noisy conditions based on Teager energy operator-wavelet transform modal curvature
    Cao, Maosen
    Xu, Wei
    Ostachowicz, Wieslaw
    Su, Zhongqing
    JOURNAL OF SOUND AND VIBRATION, 2014, 333 (06) : 1543 - 1553
  • [22] Cumulant Based Teager Energy Operator for ECG Signal Modeling
    Sharmila, V.
    Krishna, E. Hari
    Reddy, K. Ashoka
    2013 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2013, : 1959 - 1963
  • [23] Recognition of Stress in Speech using Wavelet Analysis and Teager Energy Operator
    He, Ling
    Lech, Margaret
    Memon, Sheeraz
    Allen, Nicholas
    INTERSPEECH 2008: 9TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2008, VOLS 1-5, 2008, : 605 - +
  • [24] Extraction of Partial Discharge Signal Feature with Chaos Oscillator and Adaptive Lifting Wavelet
    Zhang Bide
    Zhang Houxuan
    Pan Huimin
    Zhou Aihua
    ICEMS 2008: PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS 1- 8, 2008, : 805 - 808
  • [25] Study of partial discharge measurement in power equipment using acoustic technique and wavelet transform
    Chen, Li-Jung
    Lin, Whei-Min
    Tsao, Ta-Peng
    Lin, Yu-Hsun
    IEEE TRANSACTIONS ON POWER DELIVERY, 2007, 22 (03) : 1575 - 1580
  • [26] A Wavelet Denoising and Teager Energy Operator-Based Method for Automatic QRS Complex Detection in ECG Signal
    El Bouny, Lahcen
    Khalil, Mohammed
    Adib, Abdellah
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2020, 39 (10) : 4943 - 4979
  • [27] Wavelet Energy Distribution with PCA & DBSCAN for Partial Discharge Pulse Extraction
    Bajwa, Abdullah Akram
    Habib, Salman
    Kamran, Muhammad
    17TH IEEE INTERNATIONAL MULTI TOPIC CONFERENCE 2014, 2014, : 422 - 427
  • [28] Wavelet and Teager Energy Operator (TEO) for Heart Sound Processing and Identification
    Ramovic, Aisa
    Bandic, Lejla
    Kevric, Jasmin
    Germovic, Emina
    Subasi, Abdulhamit
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING 2017 (CMBEBIH 2017), 2017, 62 : 495 - 502
  • [29] A Wavelet Denoising and Teager Energy Operator-Based Method for Automatic QRS Complex Detection in ECG Signal
    Lahcen El Bouny
    Mohammed Khalil
    Abdellah Adib
    Circuits, Systems, and Signal Processing, 2020, 39 : 4943 - 4979
  • [30] Wavelet transform applying in partial discharge measurement
    Quan, YS
    Gao, N
    Zhang, GJ
    Yan, Z
    CONFERENCE RECORD OF THE 1998 IEEE INTERNATIONAL SYMPOSIUM ON ELECTRICAL INSULATION, VOLS 1 AND 2, 1998, : 428 - 431