Optimization of pi controller for level control of water tank system

The liquid level control is one of the most important parameter in most of industrial process such as in water treatment plant. The general control objective in water treatment system is to maintained a desired water level of the water tank when there is an inflow and outflow at the respective tank....

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Main Author:	Jewahid, Sarah
Format:	Thesis
Language:	English
Published:	2020
Subjects:	TK Electrical engineering Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/id/eprint/93002/1/SarahJewahidMSKE2020.pdf
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id	my-utm-ep.93002
record_format	uketd_dc
spelling	my-utm-ep.930022021-11-07T06:00:20Z Optimization of pi controller for level control of water tank system 2020 Jewahid, Sarah TK Electrical engineering. Electronics Nuclear engineering The liquid level control is one of the most important parameter in most of industrial process such as in water treatment plant. The general control objective in water treatment system is to maintained a desired water level of the water tank when there is an inflow and outflow at the respective tank. Although the water tank system is considered as a simple plant from construction perspective, the control action faces with various challenges due to the complexity of the system which are influenced by nonlinear behavior and uncertainties. Inadequate control strategies to deal with the nonlinearities and uncertainties appearance will contribute to inaccurate levelling process. Proportional -Integral - Derivative (PID) controller is widely used as control algorithm in many process due to the simplicity and ease to use. However, conventional PID controller is not satisfactory to water level control system because it cannot perform better in nonlinear system as the controller parameters need to be tuned properly and continuously throughout the whole process. Therefore, this project proposes an optimized method to determine optimum PID control parameters for level control of water tank system using swarm optimization method. The solution is based on the idea that accurate selection of controller parameters in dealing with nonlinearities and uncertainties will contribute to high precision levelling process. The approach has several notable merits, namely rapid convergence, simplicity in determining algorithm parameters and finding the best optimal point. A comprehensive verification using simulation is carried out to determine the performance of the proposed method. From the simulation work, it is shows that swarm optimization method validates its ability to tune up controller parameters with high level of precision compared with manually adjustments of the controller parameters. The proposed method is shows it has better performance than manual tuning PID controller in terms of the time response. 2020 Thesis http://eprints.utm.my/id/eprint/93002/ http://eprints.utm.my/id/eprint/93002/1/SarahJewahidMSKE2020.pdf application/pdf en public http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:135905 masters Universiti Teknologi Malaysia, Faculty of Engineering - School of Electrical Engineering Faculty of Engineering - School of Electrical Engineering
institution	Universiti Teknologi Malaysia
collection	UTM Institutional Repository
language	English
topic	TK Electrical engineering Electronics Nuclear engineering
spellingShingle	TK Electrical engineering Electronics Nuclear engineering Jewahid, Sarah Optimization of pi controller for level control of water tank system
description	The liquid level control is one of the most important parameter in most of industrial process such as in water treatment plant. The general control objective in water treatment system is to maintained a desired water level of the water tank when there is an inflow and outflow at the respective tank. Although the water tank system is considered as a simple plant from construction perspective, the control action faces with various challenges due to the complexity of the system which are influenced by nonlinear behavior and uncertainties. Inadequate control strategies to deal with the nonlinearities and uncertainties appearance will contribute to inaccurate levelling process. Proportional -Integral - Derivative (PID) controller is widely used as control algorithm in many process due to the simplicity and ease to use. However, conventional PID controller is not satisfactory to water level control system because it cannot perform better in nonlinear system as the controller parameters need to be tuned properly and continuously throughout the whole process. Therefore, this project proposes an optimized method to determine optimum PID control parameters for level control of water tank system using swarm optimization method. The solution is based on the idea that accurate selection of controller parameters in dealing with nonlinearities and uncertainties will contribute to high precision levelling process. The approach has several notable merits, namely rapid convergence, simplicity in determining algorithm parameters and finding the best optimal point. A comprehensive verification using simulation is carried out to determine the performance of the proposed method. From the simulation work, it is shows that swarm optimization method validates its ability to tune up controller parameters with high level of precision compared with manually adjustments of the controller parameters. The proposed method is shows it has better performance than manual tuning PID controller in terms of the time response.
format	Thesis
qualification_level	Master's degree
author	Jewahid, Sarah
author_facet	Jewahid, Sarah
author_sort	Jewahid, Sarah
title	Optimization of pi controller for level control of water tank system
title_short	Optimization of pi controller for level control of water tank system
title_full	Optimization of pi controller for level control of water tank system
title_fullStr	Optimization of pi controller for level control of water tank system
title_full_unstemmed	Optimization of pi controller for level control of water tank system
title_sort	optimization of pi controller for level control of water tank system
granting_institution	Universiti Teknologi Malaysia, Faculty of Engineering - School of Electrical Engineering
granting_department	Faculty of Engineering - School of Electrical Engineering
publishDate	2020
url	http://eprints.utm.my/id/eprint/93002/1/SarahJewahidMSKE2020.pdf
_version_	1747818624045809664

Optimization of pi controller for level control of water tank system

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