Structural Engineering and Mechanics
Volume 38, Number 3, 2011, pages 315-332
DOI: 10.12989/sem.2011.38.3.315
The combined deterministic stochastic subspace based system identification in buildings
Pelin Gundes Bakir
Abstract
The Combined Deterministic Stochastic Subspace based System Identification Technique (CDSSSIT) is a powerful input-output system identification technique which is known to be always convergent and numerically stable. The technique determines a Kalman state sequence from the projection
of the output-input data. The state space matrices are determied subsequently from this Kalman state sequence using least squares. The objective of this paper is to examine the efficiency of the CDSSSIT in identifying the modal parameters (frequencies and mode shapes) of a stiff structure. The results show that the CDSSSIT predicts the modal parameters of stiff buildings quite accurately but is very sensitive to the location of sensors.
Key Words
system identification; optimal sensor placement; structural health monitoring; subspace based system identification.
Address
Pelin Gundes Bakir: Department of Civil Engineering, Istanbul Technical University, Adnan Saygun Cad., Selin apt. No:15-9, D:13, Ulus, Besiktas, Istanbul, Turkey