Identification of multi-input multi-output systems using combined direct and indirect methods

Successful deployment of cooperative decentralized model predicative control needs reasonably accurate subsystem interactions models. Processes in which open-loop tests are not permitted, closed-loop identification of subsystems interactions is crucial. An approach that combines the direct and indir...

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Main Authors: Faisal, A., Ramasamy, M., Shuhaimi, M., Rahim, M.
Format: Article
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.31907 /
Published: Trans Tech Publications Ltd 2014
Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84914159580&doi=10.4028%2fwww.scientific.net%2fAMM.625.414&partnerID=40&md5=37a19b0ac77e24ee9e67dae72501f6a7
http://eprints.utp.edu.my/31907/
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spelling utp-eprints.319072022-03-29T03:39:56Z Identification of multi-input multi-output systems using combined direct and indirect methods Faisal, A. Ramasamy, M. Shuhaimi, M. Rahim, M. Successful deployment of cooperative decentralized model predicative control needs reasonably accurate subsystem interactions models. Processes in which open-loop tests are not permitted, closed-loop identification of subsystems interactions is crucial. An approach that combines the direct and indirect methods of closed-loop identification is proposed in this paper. It is shown that full dynamics of MIMO systems can be determined following a two-steps identification procedure. A representative case study is used to demonstrate the efficacy of the proposed approach. © 2014 Trans Tech Publications, Switzerland. Trans Tech Publications Ltd 2014 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-84914159580&doi=10.4028%2fwww.scientific.net%2fAMM.625.414&partnerID=40&md5=37a19b0ac77e24ee9e67dae72501f6a7 Faisal, A. and Ramasamy, M. and Shuhaimi, M. and Rahim, M. (2014) Identification of multi-input multi-output systems using combined direct and indirect methods. Applied Mechanics and Materials, 625 . pp. 414-417. http://eprints.utp.edu.my/31907/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description Successful deployment of cooperative decentralized model predicative control needs reasonably accurate subsystem interactions models. Processes in which open-loop tests are not permitted, closed-loop identification of subsystems interactions is crucial. An approach that combines the direct and indirect methods of closed-loop identification is proposed in this paper. It is shown that full dynamics of MIMO systems can be determined following a two-steps identification procedure. A representative case study is used to demonstrate the efficacy of the proposed approach. © 2014 Trans Tech Publications, Switzerland.
format Article
author Faisal, A.
Ramasamy, M.
Shuhaimi, M.
Rahim, M.
spellingShingle Faisal, A.
Ramasamy, M.
Shuhaimi, M.
Rahim, M.
Identification of multi-input multi-output systems using combined direct and indirect methods
author_sort Faisal, A.
title Identification of multi-input multi-output systems using combined direct and indirect methods
title_short Identification of multi-input multi-output systems using combined direct and indirect methods
title_full Identification of multi-input multi-output systems using combined direct and indirect methods
title_fullStr Identification of multi-input multi-output systems using combined direct and indirect methods
title_full_unstemmed Identification of multi-input multi-output systems using combined direct and indirect methods
title_sort identification of multi-input multi-output systems using combined direct and indirect methods
publisher Trans Tech Publications Ltd
publishDate 2014
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-84914159580&doi=10.4028%2fwww.scientific.net%2fAMM.625.414&partnerID=40&md5=37a19b0ac77e24ee9e67dae72501f6a7
http://eprints.utp.edu.my/31907/
_version_ 1741197658368770048
score 11.62408

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