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Tri Chandra S. Wibowo, Nordin Saad, "MIMO model of an interacting series process for Robust MPC via System Identification", ISA Transactions, vol. 49, Issue 3,July 2010, pp 335-347.

Saad , Nordin and Wibowo, Tri Chandra (2010) Tri Chandra S. Wibowo, Nordin Saad, "MIMO model of an interacting series process for Robust MPC via System Identification", ISA Transactions, vol. 49, Issue 3,July 2010, pp 335-347. ISA Transactions . ISSN 0019-0578

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Abstract

This paper discusses the empirical modeling using system identification technique with a focus on an interacting series process. The study is carried out experimentally using a gaseous pilot plant as the process, in which the dynamic of such a plant exhibits the typical dynamic of an interacting series process. Three practical approaches are investigated and their performances are evaluated. The developed models are also examined in real-time implementation of a linear model predictive control. The selected model is able to reproduce the main dynamic characteristics of the plant in open-loop and produces zero steady-state errors in closed-loop control system. Several issues concerning the identification process and the construction of a MIMO state space model for a series interacting process are deliberated. Keywords: system identification, interacting series process, model predictive control, nonlinear dynamics, mathematical model.

Item Type:Article
Subjects:T Technology > TP Chemical technology
T Technology > TK Electrical engineering. Electronics Nuclear engineering
Departments / MOR / COE:Departments > Electrical & Electronic Engineering
ID Code:5088
Deposited By: Assoc Prof Dr Nordin Saad
Deposited On:25 Mar 2011 01:58
Last Modified:19 Jan 2017 08:23

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