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Operational Modal Analysis using Second-Order Blind Identification
Poncelet, Fabien; Kerschen, Gaëtan; Golinval, Jean-Claude
2008In 26th International Modal Analysis Conference, Orlando, 2008
 

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Keywords :
operational modal analysis; blind source separation; measurements; structures; dynamics; modal parameter estimation
Abstract :
[en] For modal analysis of large structures, it is unpractical and expensive to use artificial excitation (e.g., shakers). However, engineering structures are most often subject to ambient loads (e.g., traffic and wind) that can be exploited for modal parameter estimation. One difficulty is that the actual loading conditions cannot generally be measured, and output-only measurements are available. This paper proposes to explore the utility of blind source separation (BSS) techniques for operational modal analysis. The basic idea of BSS is to recover unobserved source signals from their observed mixtures. The feasibility and practicality of the proposed method are demonstrated using an experimental application.
Disciplines :
Computer science
Mathematics
Mechanical engineering
Physics
Author, co-author :
Poncelet, Fabien ;  Université de Liège - ULiège > Département d'aérospatiale et mécanique > LTAS - Vibrations et identification des structures
Kerschen, Gaëtan  ;  Université de Liège - ULiège > Département d'aérospatiale et mécanique > Laboratoire de structures et systèmes spatiaux
Golinval, Jean-Claude  ;  Université de Liège - ULiège > Département d'aérospatiale et mécanique > LTAS - Vibrations et identification des structures
Language :
English
Title :
Operational Modal Analysis using Second-Order Blind Identification
Publication date :
2008
Event name :
26th International Modal Analysis Conference
Event place :
Orlando, Floride, United States
Audience :
International
Main work title :
26th International Modal Analysis Conference, Orlando, 2008
Available on ORBi :
since 15 August 2009

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