Lemma D., Tufa and M., Ramasamy and M., Shuhaimi (2010) Closed-Loop System Identification using OBF-ARMAX Model. [Citation Index Journal]
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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.
Item Type: | Citation Index Journal |
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Impact Factor: | Nil |
Uncontrolled Keywords: | Orthonormal Basis Filters Closed Loop Identification ARMAX |
Subjects: | T Technology > TA Engineering (General). Civil engineering (General) |
Departments / MOR / COE: | Departments > Chemical Engineering |
Depositing User: | Assoc Prof Dr Marappagounder Ramasamy |
Date Deposited: | 18 Mar 2011 04:09 |
Last Modified: | 19 Jan 2017 08:24 |
URI: | http://scholars.utp.edu.my/id/eprint/4508 |