Adaptive extremum seeking control of fed-batch bioreactors

被引：27

作者：

Titica, M

Dochain, D

Guay, M

机构：

[1] Univ Catholique Louvain, CESAME, B-1348 Louvain, Belgium

[2] Queens Univ, Dept Chem Engn, Kingston, ON K7L 3N6, Canada

来源：

EUROPEAN JOURNAL OF CONTROL | 2003年 / 9卷 / 06期

基金：

加拿大自然科学与工程研究理事会;

关键词：

extremum seeking; fed-batch bioreactor; haldane kinetics; Lyapunov function; parameter estimation; persistence of excitation;

D O I：

10.3166/ejc.9.618-631

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, we present an adaptive extremum seeking controlscheme for fed-batch bioreactors with Haldane kinetics. The proposed adaptive extremum seeking approach utilizes the structure information of the process kinetics to derive a seeking algorithm that drives the system states to the desired set-points that maximize the value of the biomass production. Lyapunov's stability theorem is used in the design of the extremum seeking controller structure and the development of the parameter learning laws. The performance of the approach is illustrated via numerical simulations.

引用

页码：618 / 631

页数：14

共 24 条

[1]

Astrom K. J., 1995, ADAPTIVE CONTROL

[2]

Bastin G., 1990, ON LINE ESTIMATION A

[3]

CHERUY A, 1979, BIOTECHNOL BIOENG S, V9, P303

[4]

DOCHAIN D, 1989, CHEM ENG COMMUN, V87, P67

[5]

DRKUNOV S, 1995, IEEE T CONTR SYST T, V3, P79

[6]

Flaus J. M., 1991, Journal of Process Control, V1, P271, DOI 10.1016/0959-1524(91)85018-E

[7]

Goodwin G C., 1984, ADAPTIVE FILTERING P

[8]

Ioannou PA., 1996, ROBUST ADAPTIVE CONT, V1

[9]

Kristic M., 1995, Nonlinear and Adaptive Control Design

[10] Performance improvement and limitations in extremum seeking control [J].

Krstic, M .

SYSTEMS & CONTROL LETTERS, 2000, 39 (05) :313-326

← 1 2 3 →