A pseudo-modal structural damage index based on orthogonal empirical mode decomposition

被引:10
|
作者
Lofrano, Egidio [1 ]
Romeo, Francesco [1 ]
Paolone, Achille [1 ]
机构
[1] Sapienza Univ Rome, Dept Struct & Geotech Engn, Rome, Italy
关键词
Dynamic techniques; structural damage detection; output-only technique; time-frequency analysis; orthogonal empirical mode decomposition; pseudo-mode index; PARABOLIC ARCH; IDENTIFICATION; VIBRATION; CURVATURES; BRIDGE; LOADS; BEAMS;
D O I
10.1177/0954406219885972
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
A structural damage identification technique hinged on the combination of orthogonal empirical mode decomposition and modal analysis is proposed. The output-only technique is based on the comparison between pre- and post-damage free structural vibrations signals. The latter are either kinematic (displacements, velocities or accelerations) or deformation measures (strains or curvatures). The response data are decomposed by means of the orthogonal empirical mode decomposition to derive a finite set of orthogonal intrinsic mode functions; the latter are used as a multi-frequency and data-driven basis to build pseudo-modal shapes. A new damage index, the so-called pseudo-mode index, is introduced to compare the response obtained for the two states of the structural system and detect potential damages. The performance of the devised index in detecting a localised damage is shown through numerical and experimental tests on two structural models, namely a 4-degrees-of-freedom system and a two-hinged parabolic arch.
引用
收藏
页码:7545 / 7564
页数:20
相关论文
共 50 条
  • [1] A damage index for structural health monitoring based on the empirical mode decomposition
    Cheraghi, Nader
    Taheri, Farid
    JOURNAL OF MECHANICS OF MATERIALS AND STRUCTURES, 2007, 2 (01) : 43 - 62
  • [2] SENSITIVITY ANALYSIS AND IMPROVEMENT OF A PSEUDO-MODAL APPROACH FOR DAMAGE LOCALIZATION
    Lofrano, Egidio
    Romeo, Francesco
    Paolone, Achille
    INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2015, VOL 8, 2016,
  • [3] Experimental validation of a novel pseudo-modal approach for damage detection
    Lofrano, E.
    Paciacconi, A.
    Paolone, A.
    Romero, F.
    X INTERNATIONAL CONFERENCE ON STRUCTURAL DYNAMICS (EURODYN 2017), 2017, 199 : 1943 - 1948
  • [4] Empirical mode decomposition for structural damage detection
    Xu, YL
    Chen, J
    8th International Conference on Inspection Appraisal Repairs & Maintenance of Structures, 2003, : 147 - 154
  • [5] DAMAGE IDENTIFICATION IN A PARABOLIC ARCH VIA ORTHOGONAL EMPIRICAL MODE DECOMPOSITION
    Romeo, Francesco
    Lofrano, Egidio
    Paolone, Achille
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2014, VOL 8, 2014,
  • [6] An Application of Multivariate Empirical Mode Decomposition Towards Structural Modal Identification
    Sadhu, Ayan
    ROTATING MACHINERY, HYBRID TEST METHODS, VIBRO-ACOUSTICS AND LASER VIBROMETRY, VOL 8, 2016, : 303 - 309
  • [7] Structural damage detection using Empirical Mode Decomposition and HHT
    Salvino, LW
    Pines, DJ
    6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XIV, PROCEEDINGS: IMAGE, ACOUSTIC, SPEECH AND SIGNAL PROCESSING III, 2002, : 293 - 298
  • [8] Bearing Health Monitoring Based on the Orthogonal Empirical Mode Decomposition
    Delprete, C.
    Brusa, E.
    Rosso, C.
    Bruzzone, F.
    SHOCK AND VIBRATION, 2020, 2020
  • [9] Experimental validation of a novel structural damage detection method based on empirical mode decomposition
    Rezaei, Davood
    Taheri, Farid
    SMART MATERIALS AND STRUCTURES, 2009, 18 (04)
  • [10] A methodology based on empirical mode decomposition and synchrosqueezed wavelet transform for modal properties identification and damage detection
    Wilson D. Sanchez
    Suzana M. Avila
    Jose V. de Brito
    Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2022, 44