Performance of wavelet denoising in vibration analysis: highlighting

被引:32
作者
Chiementin, Xavier [1 ]
Kilundu, Bovic [2 ]
Rasolofondraibe, Lanto [3 ]
Crequy, Samuel [1 ]
Pottier, Bernard [3 ]
机构
[1] Univ Reims, GRESPI, Reims, France
[2] Univ Mons UMONS, Risks Res Ctr, B-7000 Mons, Belgium
[3] Univ Reims, CReSTIC, F-51687 Reims 2, France
关键词
Denoising; maintenance; vibratory analysis; wavelet; TOOL;
D O I
10.1177/1077546311412992
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
This paper proposes to highlight two aspects of denoising in vibration analysis. The first aspect aims to reveal the singularities, and the second eliminates the noise in order to keep the useful signal. These two aspects are the cause of the surjection of denoising, especially due to the choice of the performance criteria. This paper highlights the use of denoising through these aspects, and then proposes a performance criterion suitable for vibration analysis as part of a noise suppression, to apply a processing method. This paper provides a reflection on the use of discrete wavelet transform through the various parameters which are used during processing.
引用
收藏
页码:850 / 858
页数:9
相关论文
共 30 条
  • [1] [Anonymous], 1997, Festschrift for lucien le cam
  • [2] The spectral kurtosis: a useful tool for characterising non-stationary signals
    Antoni, J
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2006, 20 (02) : 282 - 307
  • [3] Antoniadis A., 1995, WAVELETS STAT LECT N
  • [4] Badri B, 2006, P 24 SEM MACH VIBR M, P448
  • [5] Boudraa A., 2004, Int. J. Signal Proc, V1, P33
  • [6] Statistical quality control through overall vibration analysis
    Carmen Carnero, Ma
    Gonzalez-Palma, Rafael
    Almorza, David
    Mayorga, Pedro
    Lopez-Escobar, Carlos
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2010, 24 (04) : 1138 - 1160
  • [7] Carrato S., 1993, IEEE Signal Processing Workshop on Higher-Order Statistics (Cat. No.93TH0539-7), P66, DOI 10.1109/HOST.1993.264595
  • [8] Effect of cascade methods on vibration defects detection
    Chiementin, X.
    Kilundu, B.
    Dron, J. P.
    Dehombreux, P.
    Debray, K.
    [J]. JOURNAL OF VIBRATION AND CONTROL, 2011, 17 (04) : 567 - 577
  • [9] DE-NOISING BY SOFT-THRESHOLDING
    DONOHO, DL
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 1995, 41 (03) : 613 - 627
  • [10] A comparative experimental study on the use of three denoising methods for bearing defect detection
    Dron, Jean-Paul
    Rasolofondraibe, Lanto
    Chiementin, Xavier
    Bolaers, Fabrice
    [J]. MECCANICA, 2010, 45 (02) : 265 - 277