Effects of the design parameters of multimodel adaptive control on the performance of a flexible transmission system

Citation
A. Karimi et al., Effects of the design parameters of multimodel adaptive control on the performance of a flexible transmission system, INT J ADAPT, 15(3), 2001, pp. 335-352
Citations number
15
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING
ISSN journal
08906327 → ACNP
Volume
15
Issue
3
Year of publication
2001
Pages
335 - 352
Database
ISI
SICI code
0890-6327(200105)15:3<335:EOTDPO>2.0.ZU;2-W
Abstract
Design parameters selection in the multimodel adaptive control based on swi tching and tuning will be investigated. Some design parameters like number of fixed and adaptive models, forgetting factor and minimum time delay betw een switchings will be considered. A recently developed parameter adaptatio n algorithm based on closed-loop output error will be compared with the cla ssical least-squares prediction error algorithm in the multimodel adaptive control. The effects of these parameters on the performance in tracking and in regulation of a flexible transmission system will be studied via severa l simulation examples. Copyright (C) 2001 John Wiley & Sons, Ltd.