Identification of bioprocesses using Genetic Algorithm

被引：26

作者：

Ranganath, M ^{[1
]}

Renganathan, S ^{[1
]}

Gokulnath, C ^{[1
]}

机构：

[1] Anna Univ, Sch Instrumentat & Elect, Madras 600025, Tamil Nadu, India

来源：

BIOPROCESS ENGINEERING | 1999年 / 21卷 / 02期

关键词：

Genetic Algorithm; Nonlinear System; Conventional Technique; Recursive Little Square; Batch Fermentor;

D O I：

10.1007/s004490050651

中图分类号：

Q81 [生物工程学（生物技术）]; Q93 [微生物学];

学科分类号：

071005 ; 0836 ; 090102 ; 100705 ;

摘要：

In this paper, Genetic Algorithm (GA) is used for identifying two bioprocesses. Bioprocesses are highly nonlinear systems and hence conventional techniques such as Recursive Least Squares (RLS) cannot be used to identify these systems. Systems chosen for identification are fed batch fermenter and bioreactor. Simulation results are presented for the above cases and are found to be satisfactory.

引用

页码：123 / 127

页数：5