journal article·2003-07

Shape Control with Karhunen-Loéve-Decomposition: Theory and Experimental Results

Weihua Zhang, Bernd Michaelis

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Abstract

The Finite Element Method is a powerful method that can be used to describe the dynamic behavior of mechanical systems. The most crucial problem to use this method is the large degree of freedom in FE-models. It is very difficult or even impossible to design controllers. Consequently, it is necessary to reduce the model. However, the model reduction deals only with the state variables, therefore the model reduction is not sufficient for the shape control, because a great number of reference and measured data are needed for the shape description and control. In [Zhang, W. and Michaelis, B. 2000. “Shape Control with Karhunen-Loève-Decomposition,” 11th Int. Conference on Adaptive Structures and Technologies, Nagoya, Japan, October 23-26, pp. 119-126.], we have developed a new method using the Karhunen-Loève-Decomposition to realize the shape control. In this paper, we will first give the theory briefly and then the experimental results.
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Research context

OpenAlex topics: Model Reduction and Neural Networks · Fluid Dynamics and Vibration Analysis · Vibration and Dynamic Analysis

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Affiliations

Institute for Data Processing and Electronics, Forschungszentrum Karlsruhe GmbH, P.O. Box 3640, 76021 Karlsruhe, Germany

References (4)

Show source-provided references
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