DocumentCode
397735
Title
Stable, effective fuzzy DMC algorithms with on-line quadratic optimization
Author
Marusak, Piotr ; Tatjewski, Piotr
Author_Institution
Inst. of Control & Comput. Eng., Warsaw Univ. of Technol., Poland
Volume
4
fYear
2003
fDate
4-6 June 2003
Firstpage
3513
Abstract
Stable fuzzy DMC (FDMC) algorithms are presented in the paper. The algorithms consist in solving only quadratic optimization problems at each time instant. Therefore, they are effective and relatively little complicated. The stabilization mechanisms introduced are simple and easy to implement. These mechanisms can be used in conjunction with any variant of FDMC (fuzzy dynamic matrix control) algorithm. Exemplary simulation results supplement theoretical considerations of the paper.
Keywords
fuzzy systems; nonlinear control systems; optimisation; predictive control; quadratic programming; stability; fuzzy system; model based predictive control; nonlinear system; quadratic optimization problem; stabilization mechanism; stable fuzzy dynamic matrix control algorithm; Algorithm design and analysis; Control engineering computing; Fuzzy control; Fuzzy systems; Nonlinear systems; Paper technology; Prediction algorithms; Predictive control; Predictive models; Stability;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2003. Proceedings of the 2003
ISSN
0743-1619
Print_ISBN
0-7803-7896-2
Type
conf
DOI
10.1109/ACC.2003.1244082
Filename
1244082
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