On reduced order modeling of flexible structures from frequency response data
Date
2014
Authors
Editor(s)
Advisor
Supervisor
Co-Advisor
Co-Supervisor
Instructor
Source Title
Proceedings of the European Control Conference, IEEE 2014
Print ISSN
Electronic ISSN
Publisher
IEEE
Volume
Issue
Pages
1133 - 1138
Language
English
Type
Journal Title
Journal ISSN
Volume Title
Series
Abstract
In order to identify the dominant flexible modes of a flexible structure with an input/output delay, a numerical method is proposed. The method uses a frequency domain approach (frequency response data) to estimate the resonating frequencies and damping coefficients of the flexible modes, as well as the amount of the time delay. A sequential NLLS (Non-Linear Least Squares) curve fitting procedure is adopted. It is illustrated that such a Newtonian optimization method has the capability of finding the parameters of a reduced order transfer function by minimizing a cost function involving nonlinearities such as exponential and fractional terms.
Course
Other identifiers
Book Title
Keywords
Curve fitting , Flexible structures , Frequency domain analysis , Frequency response , Numerical methods , Damping coefficients , Fitting procedure , Flexible mode , Frequency domain approaches , Non-linear least squares , Optimization method , Reduced order models , Resonating frequency , Data reduction