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Intelligent control of a ph neutralization process plant - comparison of pid controller and fuzzy logic controller

Advanced control techniques for process industries have become more damaging due to the increasing complexity of the processes and stricter requirements for the product quality and environmental factors. Intelligent based control approach has become a trend for advanced control techniques mainly neu...

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Main Author: A. Hamid, Mohd. Zhafran
Format: Thesis
Published: 2014
Subjects:
TJ Mechanical engineering and machinery
Online Access:http://eprints.utm.my/id/eprint/48492/
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spelling my.utm.484922017-08-23T06:50:04Z http://eprints.utm.my/id/eprint/48492/ Intelligent control of a ph neutralization process plant - comparison of pid controller and fuzzy logic controller A. Hamid, Mohd. Zhafran TJ Mechanical engineering and machinery Advanced control techniques for process industries have become more damaging due to the increasing complexity of the processes and stricter requirements for the product quality and environmental factors. Intelligent based control approach has become a trend for advanced control techniques mainly neural network and fuzzy logic. Control of pH neutralization process is a challenging process because its inherent strong nonlinearity. Failure to control the process will have significant impact to the environment. In this project, a mathematical model of pH neutralization with specific plant parameters is developed. The model of the process and its simulation are implemented in MATLAB application. The model obtained will be used for application of classic PID and intelligent based fuzzy logic controller for evaluation. Each controller performances are analyzed for comparison based on preset control performance criteria. 2014 Thesis NonPeerReviewed A. Hamid, Mohd. Zhafran (2014) Intelligent control of a ph neutralization process plant - comparison of pid controller and fuzzy logic controller. Masters thesis, Universiti Teknologi Malaysia, Faculty of Electrical Engineering.
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
A. Hamid, Mohd. Zhafran
Intelligent control of a ph neutralization process plant - comparison of pid controller and fuzzy logic controller
description Advanced control techniques for process industries have become more damaging due to the increasing complexity of the processes and stricter requirements for the product quality and environmental factors. Intelligent based control approach has become a trend for advanced control techniques mainly neural network and fuzzy logic. Control of pH neutralization process is a challenging process because its inherent strong nonlinearity. Failure to control the process will have significant impact to the environment. In this project, a mathematical model of pH neutralization with specific plant parameters is developed. The model of the process and its simulation are implemented in MATLAB application. The model obtained will be used for application of classic PID and intelligent based fuzzy logic controller for evaluation. Each controller performances are analyzed for comparison based on preset control performance criteria.
format Thesis
author A. Hamid, Mohd. Zhafran
author_facet A. Hamid, Mohd. Zhafran
author_sort A. Hamid, Mohd. Zhafran
title Intelligent control of a ph neutralization process plant - comparison of pid controller and fuzzy logic controller
title_short Intelligent control of a ph neutralization process plant - comparison of pid controller and fuzzy logic controller
title_full Intelligent control of a ph neutralization process plant - comparison of pid controller and fuzzy logic controller
title_fullStr Intelligent control of a ph neutralization process plant - comparison of pid controller and fuzzy logic controller
title_full_unstemmed Intelligent control of a ph neutralization process plant - comparison of pid controller and fuzzy logic controller
title_sort intelligent control of a ph neutralization process plant - comparison of pid controller and fuzzy logic controller
publishDate 2014
url http://eprints.utm.my/id/eprint/48492/
_version_ 1643652576193806336
score 13.160551

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