Extremum seeking control and its application to process and reaction systems: A survey

被引:91
作者
Dochain, Denis [1 ]
Perrier, Michel [2 ]
Guay, Martin [3 ]
机构
[1] Catholic Univ Louvain, CESAME, B-1348 Louvain, Belgium
[2] Ecole Polytech Montreal, Dept Genie Chim, Montreal, PQ H3C 3A7, Canada
[3] Queens Univ, Dept Chem Engn, Kingston, ON K7L 3N6, Canada
关键词
Extremum seeking control; Adaptive control; Reaction systems; Nonlinear systems; On-line optimisation; REAL-TIME OPTIMIZATION; BIOREACTORS; FEEDBACK;
D O I
10.1016/j.matcom.2010.10.022
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The objective of this paper is to present a survey on extremum seeking control methods and their applications to process and reaction systems. Two important classes of extremum seeking control approaches are considered: perturbation-based and model-based methods. (C) 2010 IMACS. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:369 / 380
页数:12
相关论文
共 36 条
[11]   Adaptive extremum seeking control of continuous stirred tank bioreactors with unknown growth kinetics [J].
Guay, M ;
Dochain, D ;
Perrier, M .
AUTOMATICA, 2004, 40 (05) :881-888
[12]   Adaptive extremum seeking control of nonlinear dynamic systems with parametric uncertainties [J].
Guay, M ;
Zhang, T .
AUTOMATICA, 2003, 39 (07) :1283-1293
[13]   Adaptive extremum-seeking control of convection-reaction distributed reactor with limited actuation [J].
Hudon, N. ;
Guay, M. ;
Perrier, M. ;
Dochain, D. .
COMPUTERS & CHEMICAL ENGINEERING, 2008, 32 (12) :2994-3001
[14]   Adaptive extremum seeking control of a non-isothermal tubular reactor with unknown kinetics [J].
Hudon, N ;
Perrier, M ;
Guay, M ;
Dochain, D .
COMPUTERS & CHEMICAL ENGINEERING, 2005, 29 (04) :839-849
[15]  
Khalil H., 2002, Control of Nonlinear Systems
[16]   Performance improvement and limitations in extremum seeking control [J].
Krstic, M .
SYSTEMS & CONTROL LETTERS, 2000, 39 (05) :313-326
[17]   Stability of extremum seeking feedback for general nonlinear dynamic systems [J].
Krstic, M ;
Wang, HH .
AUTOMATICA, 2000, 36 (04) :595-601
[18]  
Landau Y.D., 1979, ADAPTIVE CONTROL, V8.
[19]  
LEBLANC M, 1922, ELETRIFICATION CHEM
[20]   Output feedback adaptive extremum seeking control of a continuous stirred tank bioreactor with Monod's kinetics [J].
Marcos, NI ;
Guay, M ;
Dochain, D .
JOURNAL OF PROCESS CONTROL, 2004, 14 (07) :807-818