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: | , , , |
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| Format: | Article |
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Trans Tech Publications Ltd
2014
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| 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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| Summary: | 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. |
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