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Optimum experimental design for identification of distributed parameter systems

 

作者: Z. H. QURESHI,   T. S. NG,   G. C. GOODWIN,  

 

期刊: International Journal of Control  (Taylor Available online 1980)
卷期: Volume 31, issue 1  

页码: 21-29

 

ISSN:0020-7179

 

年代: 1980

 

DOI:10.1080/00207178008961025

 

出版商: Taylor & Francis Group

 

数据来源: Taylor

 

摘要:

A method to design optimal experiments for parameter estimation in distributed systems is given. The design variables considered are the boundary perturbation and the spatial location of measurement sensors. The design criterion used is the determinant of Fisher's information matrix. It is shown that suitable choice of these variables leads to improved parameter accuracy. Two examples are used to illustrate this method. The first example is concerned with sensor location for estimating the velocity of propagation and the damping coefficient of a vibrating string. The second example is concerned with the estimation of the thermal diffusivity and radiation constant for a heat diffusion process. It is also shown that the design philosophy can be applied to a wide class of systems described by partial differential equations.

 

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