DocumentCode
3526288
Title
Extremum seeking under input constraint for systems with a time-varying extremum
Author
Maojiao Ye ; Guoqiang Hu
Author_Institution
Centre for E-City, Nanyang Technol. Univ., Singapore, Singapore
fYear
2013
fDate
10-13 Dec. 2013
Firstpage
1708
Lastpage
1713
Abstract
This paper studies extremum seeking under input constraint for static plants with a time-varying extremum. We design an online optimization scheme based on extremum seeking control to solve this problem. No explicit information on the model is needed except that the output is measurable to implement this method. A saturation function is used to constrain the input of the plant while an anti-windup mechanism is employed to eliminate the side effect of the saturation function. We show that the control input converges to a neighborhood of the time-varying extremum input which means that the proposed method is capable to track the time-varying extremum input and hence, the output is kept at the extremum value. Simulation is conducted to demonstrate the effectiveness of the proposed method.
Keywords
optimal control; optimisation; time-varying systems; antiwindup mechanism; extremum seeking control; input constraint; online optimization scheme; saturation function; static plants; time-varying extremum input; Approximation methods; Estimation; Optimization; Prediction algorithms; Stability analysis; Time-varying systems; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location
Firenze
ISSN
0743-1546
Print_ISBN
978-1-4673-5714-2
Type
conf
DOI
10.1109/CDC.2013.6760128
Filename
6760128
Link To Document