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
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