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Model-based system identification and PI controller tuning using closed-loop set-point response

Baran, N, Wozny, G and Arellano-Garcia, H (2012) Model-based system identification and PI controller tuning using closed-loop set-point response In: 11th International Symposium on Process Systems Engineering (PSE2012), 2012-07-15 - 2012-07-19, National University of Singapore, Singapore.

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Abstract

In this work, a new approach to model identification and PI controller tuning based on model-based experimental design is presented. In the proposed strategy, system identification relies on a closed-loop set-point response. For this purpose, experiments are first exemplarily executed with a P-controller. Therefore, in this specific case only one design variable is considered that is represented by the controller gain. Additionally, we use the results achieved in the system identification step for the calculation of controller settings. In order to validate our approach and demonstrate the benefits of the proposed strategy, different scenarios are simulated.

Item Type: Conference or Workshop Item (Conference Paper)
Subjects : Chemical Engineering
Divisions : Faculty of Engineering and Physical Sciences > Chemical and Process Engineering
Authors :
AuthorsEmailORCID
Baran, NUNSPECIFIEDUNSPECIFIED
Wozny, GUNSPECIFIEDUNSPECIFIED
Arellano-Garcia, HUNSPECIFIEDUNSPECIFIED
Date : 1 August 2012
Identification Number : 10.1016/B978-0-444-59507-2.50143-8
Copyright Disclaimer : © 2012 Elsevier B.V. All rights reserved.
Contributors :
ContributionNameEmailORCID
EditorKarimi, IAUNSPECIFIEDUNSPECIFIED
EditorSrinivasan, RUNSPECIFIEDUNSPECIFIED
Uncontrolled Keywords : Controller tuning, Closed-loop, Set-point response, PI controller, Model-based design of experiments, Model identification, Parameter estimation
Depositing User : Symplectic Elements
Date Deposited : 01 Sep 2016 10:33
Last Modified : 01 Sep 2016 10:33
URI: http://epubs.surrey.ac.uk/id/eprint/811945

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