The use of a partially simulated exothermic reactor to test nonlinear algorithms

Hussain, M.A. and Kittisupakorn, P. and Kershenbaum, L. (2000) The use of a partially simulated exothermic reactor to test nonlinear algorithms. Korean Journal of Chemical Engineering, 17 (5). pp. 516-523. ISSN 0256-1115

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Abstract

Two nonlinear control algorithms for controlling nonlinear systems include the receding horizon method and the nonlinear neural network inverse model methods. These methods have been found to be useful in dealing with difficult-to-control nonlinear systems, especially in simulated systems. However although much simulation work has been performed with these methods, simulation only is inadequate to guarantee that these algorithms could be successfully implemented in real plants. For this reason, a relatively low cost and simple online experimental configuration of a partially simulated continuous reactor has been devised which allows for the realistic testing of a wide range of nonlinear estimation and control techniques i.e. receding horizon control and neural network inverse model control methods. The results show that these methods are viable and attractive nonlinear methods for real-time application in chemical reactor systems.

Item Type: Article
Additional Information: 364FK Times Cited:0 Cited References Count:16
Uncontrolled Keywords: process control; nonlinear methods; receding horizon; neural network; simulated reactor; internal model control; neural networks; systems.
Subjects: T Technology > TA Engineering (General). Civil engineering (General)
T Technology > TP Chemical technology
Divisions: Faculty of Engineering
Depositing User: Mr Jenal S
Date Deposited: 11 Jul 2013 01:10
Last Modified: 20 Oct 2014 06:12
URI: http://eprints.um.edu.my/id/eprint/7090

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