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Model-based design of experiments for model identification using closed-loop set-point response

Baran, N, Wozny, G and Arellano-Garcia, H (2012) Model-based design of experiments for model identification using closed-loop set-point response In: 22nd European Symposium on Computer Aided Process Engineering (ESCAPE22), 2012-06-17 - 2012-06-20, University College London, London, UK.

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Abstract

In this work, a new approach to model identification 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. 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 : 13 June 2012
Identification Number : 10.1016/B978-0-444-59520-1.50126-3
Copyright Disclaimer : © 2012 Elsevier B.V. All rights reserved.
Contributors :
ContributionNameEmailORCID
EditorBogle, IDLUNSPECIFIEDUNSPECIFIED
EditorFairweather, MUNSPECIFIEDUNSPECIFIED
Uncontrolled Keywords : Model-based design of experiments, Model identification, Parameter estimation, Closed-loop, Set-point response
Depositing User : Symplectic Elements
Date Deposited : 02 Sep 2016 11:02
Last Modified : 02 Sep 2016 11:02
URI: http://epubs.surrey.ac.uk/id/eprint/811963

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