DocumentCode
2363995
Title
Two degree-of-freedom of self-tuning GPC for m-input m-output systems by using a genetic algorithm
Author
Yanou, Akira ; Deng, Mingcong
Author_Institution
Fac. of Eng., Okayama Univ., Okayama, Japan
fYear
2010
fDate
4-7 Aug. 2010
Firstpage
1831
Lastpage
1836
Abstract
This paper proposes a design method of two degree-of-freedom of self-tuning GPC for m-input m-output systems by using a genetic algorithm. The genetic algorithm gives a solution of integral gain in two degree-of-freedom of self-tuning GPC. When the identified plant parameters converge on true values, the proposed method reveals the effect of the integral compensation only if there is modeling error or disturbance. Therefore the performance degradation caused by integral compensation can be avoided.
Keywords
MIMO systems; compensation; control system synthesis; genetic algorithms; predictive control; self-adjusting systems; generalized predictive control; genetic algorithm; integral compensation; m-input m-output systems; self-tuning GPC; Automation; Conferences; Mechatronics;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Automation (ICMA), 2010 International Conference on
Conference_Location
Xi´an
ISSN
2152-7431
Print_ISBN
978-1-4244-5140-1
Electronic_ISBN
2152-7431
Type
conf
DOI
10.1109/ICMA.2010.5588745
Filename
5588745
Link To Document