Harmonic component detection: Optimized Spectral Kurtosis for operational modal analysis

被引:37
作者
Dion, J. -L. [1 ]
Tawfiq, I. [1 ]
Chevallier, G. [1 ]
机构
[1] Inst Super Mecan Paris, Lab Ingn Syst Mecan & Mat LISMMA, F-93407 St Ouen, France
关键词
Operational modal analysis; Kurtosis; Spectral Kurtosis; Detection;
D O I
10.1016/j.ymssp.2011.07.009
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This work is a contribution in the field of Operational Modal Analysis to identify the modal parameters of mechanical structures using only measured responses. The study deals with structural responses coupled with harmonic components amplitude and frequency modulated in a short range, a common combination for mechanical systems with engines and other rotating machines in operation. These harmonic components generate misleading data interpreted erroneously by the classical methods used in OMA. The present work attempts to differentiate maxima in spectra stemming from harmonic components and structural modes. The detection method proposed is based on the so-called Optimized Spectral Kurtosis and compared with others definitions of Spectral Kurtosis described in the literature. After a parametric study of the method, a critical study is performed on numerical simulations and then on an experimental structure in operation in order to assess the method's performance. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:24 / 33
页数:10
相关论文
共 50 条
  • [41] Fundamental laws of operational modal analysis
    Au, S. K.
    EURODYN 2014: IX INTERNATIONAL CONFERENCE ON STRUCTURAL DYNAMICS, 2014, : 193 - 197
  • [42] Operational Modal Analysis of Rotating Machinery
    Gres, S.
    Andersen, P.
    Damkilde, L.
    ROTATING MACHINERY, VIBRO-ACOUSTICS & LASER VIBROMETRY, VOL 7, 2019, : 67 - 75
  • [43] Transmissibility based operational modal analysis
    Zhang, Yongnian
    Wang, Tong
    Xia, Zunping
    Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis, 2015, 35 (05): : 945 - 949
  • [44] Uncertainties in an Application of Operational Modal Analysis
    Banfi, Lorenzo
    Carassale, Luigi
    MODEL VALIDATION AND UNCERTAINTY QUANTIFICATION, VOL 3, 2016, : 107 - 115
  • [45] A new SVD-based filtering technique for operational modal analysis in the presence of harmonic excitation and noise
    Sadeqi, Amirali
    Moradi, Shapour
    JOURNAL OF SOUND AND VIBRATION, 2021, 510
  • [46] Operational modal analysis under harmonic excitation using Ramanujan subspace projection and stochastic subspace identification
    Xu, Mingqiang
    Au, Francis T. K.
    Wang, Shuqing
    Tian, Huiyuan
    JOURNAL OF SOUND AND VIBRATION, 2023, 545
  • [47] Intelligent automatic operational modal analysis
    Rosso, Marco Martino
    Aloisio, Angelo
    Parol, Jafarali
    Marano, Giuseppe Carlo
    Quaranta, Giuseppe
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2023, 201
  • [48] Covariance regression for operational modal analysis
    Lu, Zhong-Rong
    Yang, Dahao
    Huang, Linchong
    Wang, Li
    JOURNAL OF VIBRATION AND CONTROL, 2022, 28 (11-12) : 1295 - 1310
  • [49] New Kurtosis Optimization Algorithms for Independent Component Analysis
    Zhao, Wei
    Shen, Yuehong
    Wang, Jiangong
    Yuan, Zhigang
    Jian, Wei
    2014 4TH IEEE INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (ICIST), 2014, : 23 - 27
  • [50] Uncertainty quantification of the Modal Assurance Criterion in operational modal analysis
    Gres, Szymon
    Dohler, Michael
    Mevel, Laurent
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2021, 152