DocumentCode :
824770
Title :
Direct formation of a time-optimal controller by least squares identification
Author :
Walker, P.A.W. ; Dunne, M.D.
Author_Institution :
University of Liverpool, Liverpool, England
Volume :
22
Issue :
4
fYear :
1977
fDate :
8/1/1977 12:00:00 AM
Firstpage :
669
Lastpage :
670
Abstract :
It is shown that the coefficients of a discrete time-optimal controller for a system with unknown dynamics may be derived directly from input and output measurements, by the application of a least squares identification procedure, without the previous necessity of first identifying the process dynamics. A simulation study illustrates the application to a fourth-order multivariable system having inaccessible states.
Keywords :
Least-squares estimation; Linear systems, time-invariant discrete-time; System identification; Time-optimal control; Computational modeling; Control systems; Cost function; Differential equations; Eigenvalues and eigenfunctions; Least squares methods; Linear feedback control systems; MIMO; Optimal control; Temperature control;
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/TAC.1977.1101580
Filename :
1101580
Link To Document :
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