Cover Image

DEVELOPMENT AND IMPLEMENTATION OF ADVANCED PROCESS CONTROLLERS (APC) FOR FLOW APPLICATION

The main objective of this project is to improve the capability of conventional PID controller for flow control by developing and implementing Advanced Process Controllers (APCs) which consist of Fuzzy Logic Controller (FLC) and Adaptive Neuro-Fuzzy Inference System (ANFIS). Flow is one of the most...

Full description

Saved in:
Bibliographic Details
Main Author: AB GHAFAR, MUHAMMAD IQBAL BIN
Format: Final Year Project
Language:English
Published: Universiti Teknologi PETRONAS 2012
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://utpedia.utp.edu.my/3985/1/FINAL_REPORT_MUHAMMAD_IQBAL_B_AB_GHAFAR_11397_EE_MAY_2012.pdf
http://utpedia.utp.edu.my/3985/
Tags: Add Tag
No Tags, Be the first to tag this record!
id my-utp-utpedia.3985
record_format eprints
spelling my-utp-utpedia.39852017-01-25T09:40:28Z http://utpedia.utp.edu.my/3985/ DEVELOPMENT AND IMPLEMENTATION OF ADVANCED PROCESS CONTROLLERS (APC) FOR FLOW APPLICATION AB GHAFAR, MUHAMMAD IQBAL BIN TK Electrical engineering. Electronics Nuclear engineering The main objective of this project is to improve the capability of conventional PID controller for flow control by developing and implementing Advanced Process Controllers (APCs) which consist of Fuzzy Logic Controller (FLC) and Adaptive Neuro-Fuzzy Inference System (ANFIS). Flow is one of the most difficult process variables (PV) to control because the properties of a fluid can easily change. This can lead the system to become non-linear process dynamic. When disturbances present, flow control will become more difficult to control and the conventional PID controller will not be the best option. As a solution, in this project APCs will be developed and the controllers‟ performance will be compare with the conventional PID controller. Development of the controllers will be based on MATLAB/Simulink Toolboxes. Then, the designed controllers will be implemented onto the PcA SimExpert Mobile Pilot Plant SE231B-21 - Flow Control and Calibration Process Unit. In addition, for having better maintenance and data trend collection for the process, Human Machine Interface (HMI) will be developed by using MATLAB/Simulink. In designing the controllers, it will involve data gathering, designing and tuning membership functions and develop rule base. Based on the experiment results, APCs show better control performance as compared to PID controller. Universiti Teknologi PETRONAS 2012-05 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/3985/1/FINAL_REPORT_MUHAMMAD_IQBAL_B_AB_GHAFAR_11397_EE_MAY_2012.pdf AB GHAFAR, MUHAMMAD IQBAL BIN (2012) DEVELOPMENT AND IMPLEMENTATION OF ADVANCED PROCESS CONTROLLERS (APC) FOR FLOW APPLICATION. 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 TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
AB GHAFAR, MUHAMMAD IQBAL BIN
DEVELOPMENT AND IMPLEMENTATION OF ADVANCED PROCESS CONTROLLERS (APC) FOR FLOW APPLICATION
description The main objective of this project is to improve the capability of conventional PID controller for flow control by developing and implementing Advanced Process Controllers (APCs) which consist of Fuzzy Logic Controller (FLC) and Adaptive Neuro-Fuzzy Inference System (ANFIS). Flow is one of the most difficult process variables (PV) to control because the properties of a fluid can easily change. This can lead the system to become non-linear process dynamic. When disturbances present, flow control will become more difficult to control and the conventional PID controller will not be the best option. As a solution, in this project APCs will be developed and the controllers‟ performance will be compare with the conventional PID controller. Development of the controllers will be based on MATLAB/Simulink Toolboxes. Then, the designed controllers will be implemented onto the PcA SimExpert Mobile Pilot Plant SE231B-21 - Flow Control and Calibration Process Unit. In addition, for having better maintenance and data trend collection for the process, Human Machine Interface (HMI) will be developed by using MATLAB/Simulink. In designing the controllers, it will involve data gathering, designing and tuning membership functions and develop rule base. Based on the experiment results, APCs show better control performance as compared to PID controller.
format Final Year Project
author AB GHAFAR, MUHAMMAD IQBAL BIN
author_facet AB GHAFAR, MUHAMMAD IQBAL BIN
author_sort AB GHAFAR, MUHAMMAD IQBAL BIN
title DEVELOPMENT AND IMPLEMENTATION OF ADVANCED PROCESS CONTROLLERS (APC) FOR FLOW APPLICATION
title_short DEVELOPMENT AND IMPLEMENTATION OF ADVANCED PROCESS CONTROLLERS (APC) FOR FLOW APPLICATION
title_full DEVELOPMENT AND IMPLEMENTATION OF ADVANCED PROCESS CONTROLLERS (APC) FOR FLOW APPLICATION
title_fullStr DEVELOPMENT AND IMPLEMENTATION OF ADVANCED PROCESS CONTROLLERS (APC) FOR FLOW APPLICATION
title_full_unstemmed DEVELOPMENT AND IMPLEMENTATION OF ADVANCED PROCESS CONTROLLERS (APC) FOR FLOW APPLICATION
title_sort development and implementation of advanced process controllers (apc) for flow application
publisher Universiti Teknologi PETRONAS
publishDate 2012
url http://utpedia.utp.edu.my/3985/1/FINAL_REPORT_MUHAMMAD_IQBAL_B_AB_GHAFAR_11397_EE_MAY_2012.pdf
http://utpedia.utp.edu.my/3985/
_version_ 1739831095828938752
score 13.211869

Similar Items