Paper
1 May 1996 Weighted closed-loop identification and control of civil structures
Robert T. Skelton, Jianbo Lu
Author Affiliations +
Abstract
In this paper, an integrated identification and control procedure is studied. This integrated procedure seeks to find a high performance controller for real world systems. The procedure, which is inherently iterative, involves three steps in each iteration: (1) closed loop identification; (2) system model extraction from the closed loop experiment data; (3) controller design. The algorithm proposed in this paper uses weighted closed loop identification for deducing a model. The weight used for identification is obtained from the control design step and it provides a measure to evaluate the relative importance of each output channel in the closed loop behavior. Hence the weighted identification can capture models which are good for control design so as to achieve better closed loop performance. The procedure is demonstrated by controlling a smart structure under development at Purdue.
© (1996) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Robert T. Skelton and Jianbo Lu "Weighted closed-loop identification and control of civil structures", Proc. SPIE 2721, Smart Structures and Materials 1996: Industrial and Commercial Applications of Smart Structures Technologies, (1 May 1996); https://doi.org/10.1117/12.239157
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Cited by 1 scholarly publication.
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KEYWORDS
Data modeling

Control systems

Systems modeling

Computing systems

Performance modeling

System identification

Model-based design

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