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Performance of Linear Model Predictive Control (MPC) On the Control of a Nonlinear Continuous Stirred Tank Reactor (CSTR)

The purpose of this paper is to investigate and identify the control performance challenges of using a linear Model Predictive Control (MPC) for the control on a non-linear system which in this case is a Continuous Stirred Tank Reactor (CSTR). The goal is to develop the non-linear CSTR and an MPC us...

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Main Author:	Hang , Li Meng
Format:	Final Year Project
Language:	English
Published:	IRC 2016
Subjects:	TP Chemical technology
Online Access:	http://utpedia.utp.edu.my/17781/1/HANG%20LI%20MENG%2015922%20CE%20DISSERTATION%20FYP%202%20JAN%202016.pdf http://utpedia.utp.edu.my/17781/
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spelling	my-utp-utpedia.177812017-11-23T09:43:59Z http://utpedia.utp.edu.my/17781/ Performance of Linear Model Predictive Control (MPC) On the Control of a Nonlinear Continuous Stirred Tank Reactor (CSTR) Hang , Li Meng TP Chemical technology The purpose of this paper is to investigate and identify the control performance challenges of using a linear Model Predictive Control (MPC) for the control on a non-linear system which in this case is a Continuous Stirred Tank Reactor (CSTR). The goal is to develop the non-linear CSTR and an MPC using SIMULINK which can be found in MATLAB for the control of the non-linear CSTR and hence investigate the performance of the controller in various operating ranges for set-point tracking and disturbance rejection problems. The saponification process of ethyl acetate to form sodium acetate as the desired product is selected as a baseline for the implementation for the control of a non-linear process model for the CSTR. The objective is to control the sodium acetate concentration and temperature of the reactor by manipulating the cooling water and ethyl acetate flowrate despite the presence of the disturbances which is the flowrate of sodium hydroxide and cooling water temperature. IRC 2016-01 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/17781/1/HANG%20LI%20MENG%2015922%20CE%20DISSERTATION%20FYP%202%20JAN%202016.pdf Hang , Li Meng (2016) Performance of Linear Model Predictive Control (MPC) On the Control of a Nonlinear Continuous Stirred Tank Reactor (CSTR). IRC, Universiti Teknologi PETRONAS.
institution	Universiti Teknologi Petronas
building	UTP Resource Centre
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknologi Petronas
content_source	UTP Electronic and Digitized Intellectual Asset
url_provider	http://utpedia.utp.edu.my/
language	English
topic	TP Chemical technology
spellingShingle	TP Chemical technology Hang , Li Meng Performance of Linear Model Predictive Control (MPC) On the Control of a Nonlinear Continuous Stirred Tank Reactor (CSTR)
description	The purpose of this paper is to investigate and identify the control performance challenges of using a linear Model Predictive Control (MPC) for the control on a non-linear system which in this case is a Continuous Stirred Tank Reactor (CSTR). The goal is to develop the non-linear CSTR and an MPC using SIMULINK which can be found in MATLAB for the control of the non-linear CSTR and hence investigate the performance of the controller in various operating ranges for set-point tracking and disturbance rejection problems. The saponification process of ethyl acetate to form sodium acetate as the desired product is selected as a baseline for the implementation for the control of a non-linear process model for the CSTR. The objective is to control the sodium acetate concentration and temperature of the reactor by manipulating the cooling water and ethyl acetate flowrate despite the presence of the disturbances which is the flowrate of sodium hydroxide and cooling water temperature.
format	Final Year Project
author	Hang , Li Meng
author_facet	Hang , Li Meng
author_sort	Hang , Li Meng
title	Performance of Linear Model Predictive Control (MPC) On the Control of a Nonlinear Continuous Stirred Tank Reactor (CSTR)
title_short	Performance of Linear Model Predictive Control (MPC) On the Control of a Nonlinear Continuous Stirred Tank Reactor (CSTR)
title_full	Performance of Linear Model Predictive Control (MPC) On the Control of a Nonlinear Continuous Stirred Tank Reactor (CSTR)
title_fullStr	Performance of Linear Model Predictive Control (MPC) On the Control of a Nonlinear Continuous Stirred Tank Reactor (CSTR)
title_full_unstemmed	Performance of Linear Model Predictive Control (MPC) On the Control of a Nonlinear Continuous Stirred Tank Reactor (CSTR)
title_sort	performance of linear model predictive control (mpc) on the control of a nonlinear continuous stirred tank reactor (cstr)
publisher	IRC
publishDate	2016
url	http://utpedia.utp.edu.my/17781/1/HANG%20LI%20MENG%2015922%20CE%20DISSERTATION%20FYP%202%20JAN%202016.pdf http://utpedia.utp.edu.my/17781/
_version_	1739832420290527232
score	13.211869

Performance of Linear Model Predictive Control (MPC) On the Control of a Nonlinear Continuous Stirred Tank Reactor (CSTR)

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