Paper Info
Title
Operational modal analysis for slow linear time-varying structures based on moving window second order blind identification.
Abstract
Second order blind identification (SOBI) attracts widespread attention and becomes a promising method for the estimation of operational modal parameters. However, it is a statistical modal analysis method and only suited for time invariant operational modal parameters identification of stationary random vibration response signal from linear time invariant (LTI) structures. In consideration of non-stationary random vibration response signal from linear time variant (LTV) structures, a new algorithm based on moving-window second order blind identification (MWSOBI) is presented for time-varying transient operational modal parameters identification for LTV structures. After the appropriate size of moving window had been selected, the time-varying transient modal frequencies and mode shapes could be identified effectively only from non-stationary vibration response signals. The simulation results of mass time-varying three-degree-of-freedom (DOF) and cantilever beam prove that this new method can identify the modal shapes and natural frequencies of LTV structure only from non-stationary vibration response signals and the performance of identification is much better than moving window independent component analysis (ICA).
Year
DOI
Venue
2017
10.1016/j.sigpro.2016.10.016
Signal Processing
Keywords
Field
DocType
Operational modal analysis,Time-varying transient,Linear time-varying structure,Second order blind identification,Moving-window,Independent component analysis
Modal analysis using FEM,LTI system theory,Operational Modal Analysis,Modal testing,Control theory,Vibration,Mathematics,Modal,Random vibration,Modal analysis
Journal
Volume
Issue
ISSN
133
C
0165-1684
Citations 
PageRank 
References 
1
0.36
3
Authors
3
Name
Order
Citations
PageRank
Cheng Wang1344.60
Jianying Wang210.70
Tianshu Zhang310.70