System matrices identification with Riccati equation solution and global optimization to reduce experimental uncertainties

Q. Wu, W. Zhang, J. Miao, J. Zhang, S. Bi

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In this paper, an inverse system identification method based on actual structural vibration response data is proposed. The mass, stiffness and damping matrices of the equivalent system are established based on the properness condition of the modes. Aiming at the modal properness conditions of eigenvector, the eigenvector is first modified based on the solution of the Riccati equation in control theory. However, the resulting frequency response function is different from the actual frequency response function. In this case, the objective function is defined by the difference between the initial frequency response function and the simulated frequency response function obtained after the system matrices reconstruction. New optimization methods such as genetic algorithm are used to optimize the frequency response function to obtain a more accurate frequency response function. This paper presents a simulation case to illustrate the above methods. The optimization results show that the above methods can provide more accurate modal parameters.

Original languageEnglish
Title of host publicationProceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics
EditorsW. Desmet, B. Pluymers, D. Moens, S. Neeckx
PublisherKU Leuven, Departement Werktuigkunde
Pages4914-4924
Number of pages11
ISBN (Electronic)9789082893151
Publication statusPublished - 2022
Event30th International Conference on Noise and Vibration Engineering, ISMA 2022 and 9th International Conference on Uncertainty in Structural Dynamics, USD 2022 - Leuven, Belgium
Duration: 12 Sept 202214 Sept 2022

Publication series

NameProceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics

Conference

Conference30th International Conference on Noise and Vibration Engineering, ISMA 2022 and 9th International Conference on Uncertainty in Structural Dynamics, USD 2022
Country/TerritoryBelgium
CityLeuven
Period12/09/2214/09/22

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