DocumentCode :
3529780
Title :
Achievable performances for basic perturbation-based extremum seeking control in Wiener-Hammerstein plants
Author :
Deschenes, Jean-Sebastien ; St-Onge, Pierre N.
Author_Institution :
Control Eng., Univ. du Quebec a Rimouski, Rimouski, QC, Canada
fYear :
2013
fDate :
10-13 Dec. 2013
Firstpage :
2991
Lastpage :
2998
Abstract :
This paper presents a case study for determining achievable performances in the basic form of extremum seeking control. Despite recent developments on more powerful versions of the algorithm, no detailed study that investigates this aspect thoroughly and provides clear guidelines for the tuning of this simpler, readily-implementable version is yet available. Interest remains for this basic version, for a variety of reasons. A review of extremum seeking fundamentals, with the support of a few simulations, allows to determine better means of selecting the elementary loop components, maximizing the gradient capture information. The choice of the excitation (dither) fundamental frequency is also better addressed under this optimal condition to effectively discuss achievable loop performance aspects. Most results apply to Wiener-Hammerstein classes of systems (strictly proper and stable system dynamics) and still allow other loop improvement modifications to be applied. Extensions to square wave dither signals and a few comparisons with other recently developed loop improvement techniques are also provided.
Keywords :
gradient methods; nonlinear control systems; optimal control; performance index; Wiener-Hammerstein plants; Wiener-Hammerstein system; achievable performance; dither fundamental frequency; elementary loop component selection; excitation fundamental frequency; extremum seeking fundamentals; gradient capture information maximization; loop improvement modification; loop improvement technique; loop performance; optimal condition; perturbation-based extremum seeking control; square wave dither signal; stable system dynamics; strictly proper dynamics;
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.2013.6760338
Filename :
6760338
Link To Document :
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