A Frequency Domain Identification Scheme for Control and Fault Diagnosis

A robust scheme to estimate a set of models for a linear time-invariant system, subject to perturbations in the physical parameters, from a frequency response data record is proposed. The true model as well as the disturbances affecting the system are assumed unknown. However, the physical parameter...

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Bibliographic Details
Published in:Journal of dynamic systems, measurement, and control measurement, and control, 1997-03, Vol.119 (1), p.48-56
Main Authors: Mallory, G, Doraiswami, R
Format: Article
Language:English
Subjects:
Applied sciences
Computer science
control theory
systems
Control theory. Systems
Exact sciences and technology
Robotics
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Summary:A robust scheme to estimate a set of models for a linear time-invariant system, subject to perturbations in the physical parameters, from a frequency response data record is proposed. The true model as well as the disturbances affecting the system are assumed unknown. However, the physical parameters are assumed to enter the coefficients of the system transfer function multilinearly. A set of models is identified by perturbing the physical parameters one-at-time and using a frequency domain identification technique. Exploiting the assumed multilinearity, the estimated set of models is validated. The proposed scheme is evaluated on a number of simulated systems, and on a physical robot manipulator arm.
ISSN:0022-0434
1528-9028
DOI:10.1115/1.2801213