Model Predictive Control of a pH neutralization Process

The purpose of this project is to research the Model Predictive Control (MPC) system on controlling a pH neutralization process. Nowadays, pH neutralization process is widely used in industry especially in chemical process. pH neutralization process in industry is needed to make sure that process...

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Main Author: Nanyan, Muhammad Nadhir
Format: Final Year Project
Language: English
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-utpedia.22625 /
Published: Universiti Teknologi PETRONAS 2018
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access: http://utpedia.utp.edu.my/22625/1/Muhammad%20Nadhir%20Bin%20Nanyan%20%280175408607%29%20%28Final%20Dissertation%29.pdf
http://utpedia.utp.edu.my/22625/
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spelling utp-utpedia.226252022-02-17T07:56:59Z http://utpedia.utp.edu.my/22625/ Model Predictive Control of a pH neutralization Process Nanyan, Muhammad Nadhir TK Electrical engineering. Electronics Nuclear engineering The purpose of this project is to research the Model Predictive Control (MPC) system on controlling a pH neutralization process. Nowadays, pH neutralization process is widely used in industry especially in chemical process. pH neutralization process in industry is needed to make sure that process will be more efficient, more quality product and environment protection. The study will be focusing on analysing and comparing MPC with Proportional-Integral-Derivative (PID) control strategy. To make the simulation of pH plant and designing the controller, transfer function and behaviour of pH plant is needed. Hence to get a transfer function or model of pH plant, mathematical modelling was created by using Matlab/Simulink. Besides that, Statistical Modelling identification technique also has been used to identified transfer function of a pH plant. Both controller (MPC and PID) will be simulate by using Matlab/Simulink based on process model. The comparison between two control methods will be observed using several performance measures including overshoot, settling time, steady state error and time delay. Universiti Teknologi PETRONAS 2018-05 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/22625/1/Muhammad%20Nadhir%20Bin%20Nanyan%20%280175408607%29%20%28Final%20Dissertation%29.pdf Nanyan, Muhammad Nadhir (2018) Model Predictive Control of a pH neutralization Process. Universiti Teknologi PETRONAS. (Submitted)
institution Universiti Teknologi Petronas
collection UTPedia
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Nanyan, Muhammad Nadhir
Model Predictive Control of a pH neutralization Process
description The purpose of this project is to research the Model Predictive Control (MPC) system on controlling a pH neutralization process. Nowadays, pH neutralization process is widely used in industry especially in chemical process. pH neutralization process in industry is needed to make sure that process will be more efficient, more quality product and environment protection. The study will be focusing on analysing and comparing MPC with Proportional-Integral-Derivative (PID) control strategy. To make the simulation of pH plant and designing the controller, transfer function and behaviour of pH plant is needed. Hence to get a transfer function or model of pH plant, mathematical modelling was created by using Matlab/Simulink. Besides that, Statistical Modelling identification technique also has been used to identified transfer function of a pH plant. Both controller (MPC and PID) will be simulate by using Matlab/Simulink based on process model. The comparison between two control methods will be observed using several performance measures including overshoot, settling time, steady state error and time delay.
format Final Year Project
author Nanyan, Muhammad Nadhir
author_sort Nanyan, Muhammad Nadhir
title Model Predictive Control of a pH neutralization Process
title_short Model Predictive Control of a pH neutralization Process
title_full Model Predictive Control of a pH neutralization Process
title_fullStr Model Predictive Control of a pH neutralization Process
title_full_unstemmed Model Predictive Control of a pH neutralization Process
title_sort model predictive control of a ph neutralization process
publisher Universiti Teknologi PETRONAS
publishDate 2018
url http://utpedia.utp.edu.my/22625/1/Muhammad%20Nadhir%20Bin%20Nanyan%20%280175408607%29%20%28Final%20Dissertation%29.pdf
http://utpedia.utp.edu.my/22625/
_version_ 1741195842941878272
score 11.62408

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