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primary topic: Closed-loop system identification using OBF-ARMAX model

Closed-loop system identification using OBF-ARMAX model
type: AcademicArticle
type: Article
abstract: Closed-loop identification scheme using OBF-ARMAX model structure is presented. The proposed structure can be used to identify both open-loop stable and open-loop unstable processes that are stabilized by a feedback controller. The algorithm for estimating the model parameters and the formula for the multi-step ahead prediction are derived. The proposed identification scheme is demonstrated using two simulation case studies: One for open-loop stable and another for open-loop unstable. Both case studies demonstrate that the proposed scheme can be effectively used for closed-loop identification of both open-loop stable and open-loop unstable systems that are stabilized by a feedback control system. © 2010 Asian Network for Scientific Information.
date: 2010
volume: 10
issue: 24
is part of: Journal of Applied Sciences
status: peerReviewed
status: published
author list: authors
type: EPrint
type: ArticleEPrint
is part of: repository

Asian Network for Scientific Information
type: Organization

Journal of Applied Sciences
type: Collection
issn: 18125654

M. Ramasamy
type: Person
given name: M.
family name: Ramasamy

M. Shuhaimi
type: Person
given name: M.
family name: Shuhaimi

L.D. Tufa
type: Person
given name: L.D.
family name: Tufa

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primary topic: Closed-loop system identification using OBF-ARMAX model