STRUCTURED GENETIC ALGORITHM FOR ROBUST H-INFINITY CONTROL-SYSTEMS DESIGN

Authors
Citation
Ks. Tang et al., STRUCTURED GENETIC ALGORITHM FOR ROBUST H-INFINITY CONTROL-SYSTEMS DESIGN, IEEE transactions on industrial electronics, 43(5), 1996, pp. 575-582
Citations number
14
Categorie Soggetti
Instument & Instrumentation","Engineering, Eletrical & Electronic
ISSN journal
02780046
Volume
43
Issue
5
Year of publication
1996
Pages
575 - 582
Database
ISI
SICI code
0278-0046(1996)43:5<575:SGAFRH>2.0.ZU;2-S
Abstract
A structured genetic algorithm (SGA) approach is developed for robust controller design based on the concept of an H-infinity loop-shaping t echnique and the method of inequalities, Such an SGA is capable of sim ultaneously searching the orders and coefficients of the precompensato r and postcompensator for the weighted plant, It is, therefore, not ne cessary to predefine the order of compensators as in usual practice, A multiple objective ranking approach is also incorporated so that the design criteria of extreme plants can be easily achieved. The effectiv eness of such a technique is illustrated by a high-purity distillation column design example.