Modeling and Simulation of Swarm Intelligence Algorithms for Parameters Tuning of PID Controller in Industrial Couple Tank System

Industrial tank system is widely used in consumer liquid processing and chemical processing industry. In liquid-based product manufacturing system, one of the main components consists of an industrial tank. This paper explores the applications of two swarm intelligence algorithms in optimizing the P...

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Main Authors:	Ismail, Mohd Khairuddin, Amira Sarayati, Ahmad Dahalan, Amar Faiz, Zainal Abidin, Yee, Yang Lai, Nur Anis, Nordin, Siti Fatimah, Sulaiman, Hazriq Izzuan, Jaafar, Syahrul Hisham, Mohamad, Noor Hafizah, Amer
Format:	Article
Language:	English
Published:	2014
Subjects:	TS Manufactures
Online Access:	http://umpir.ump.edu.my/id/eprint/5530/ http://umpir.ump.edu.my/id/eprint/5530/ http://umpir.ump.edu.my/id/eprint/5530/ http://umpir.ump.edu.my/id/eprint/5530/1/10.pdf

id	oai:umpir.ump.edu.my:5530
recordtype	eprints
spelling	oai:umpir.ump.edu.my:55302018-02-28T05:07:44Z http://umpir.ump.edu.my/id/eprint/5530/ Modeling and Simulation of Swarm Intelligence Algorithms for Parameters Tuning of PID Controller in Industrial Couple Tank System Ismail, Mohd Khairuddin Amira Sarayati, Ahmad Dahalan Amar Faiz, Zainal Abidin Yee, Yang Lai Nur Anis, Nordin Siti Fatimah, Sulaiman Hazriq Izzuan, Jaafar Syahrul Hisham, Mohamad Noor Hafizah, Amer TS Manufactures Industrial tank system is widely used in consumer liquid processing and chemical processing industry. In liquid-based product manufacturing system, one of the main components consists of an industrial tank. This paper explores the applications of two swarm intelligence algorithms in optimizing the PID controller parameters. These swarm intelligence algorithms are Particle Swarm Optimization (PSO) and Firefly Algorithm (FA). Each agent of the swarm intelligence will represent a possible solution of the problem where each dimension corresponds to the PID controllers parameters. Result obtained shows that there are potential in improving these algorithms to replace the conventional way of obtaining PID controllers parameters 2014 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/5530/1/10.pdf Ismail, Mohd Khairuddin and Amira Sarayati, Ahmad Dahalan and Amar Faiz, Zainal Abidin and Yee, Yang Lai and Nur Anis, Nordin and Siti Fatimah, Sulaiman and Hazriq Izzuan, Jaafar and Syahrul Hisham, Mohamad and Noor Hafizah, Amer (2014) Modeling and Simulation of Swarm Intelligence Algorithms for Parameters Tuning of PID Controller in Industrial Couple Tank System. Advanced Materials Research, 903. pp. 321-326. ISSN 1662-8985 http://dx.doi.org/10.4028/www.scientific.net/AMR.903.321 DOI: 10.4028/www.scientific.net/AMR.903.321
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TS Manufactures
spellingShingle	TS Manufactures Ismail, Mohd Khairuddin Amira Sarayati, Ahmad Dahalan Amar Faiz, Zainal Abidin Yee, Yang Lai Nur Anis, Nordin Siti Fatimah, Sulaiman Hazriq Izzuan, Jaafar Syahrul Hisham, Mohamad Noor Hafizah, Amer Modeling and Simulation of Swarm Intelligence Algorithms for Parameters Tuning of PID Controller in Industrial Couple Tank System
description	Industrial tank system is widely used in consumer liquid processing and chemical processing industry. In liquid-based product manufacturing system, one of the main components consists of an industrial tank. This paper explores the applications of two swarm intelligence algorithms in optimizing the PID controller parameters. These swarm intelligence algorithms are Particle Swarm Optimization (PSO) and Firefly Algorithm (FA). Each agent of the swarm intelligence will represent a possible solution of the problem where each dimension corresponds to the PID controllers parameters. Result obtained shows that there are potential in improving these algorithms to replace the conventional way of obtaining PID controllers parameters
format	Article
author	Ismail, Mohd Khairuddin Amira Sarayati, Ahmad Dahalan Amar Faiz, Zainal Abidin Yee, Yang Lai Nur Anis, Nordin Siti Fatimah, Sulaiman Hazriq Izzuan, Jaafar Syahrul Hisham, Mohamad Noor Hafizah, Amer
author_facet	Ismail, Mohd Khairuddin Amira Sarayati, Ahmad Dahalan Amar Faiz, Zainal Abidin Yee, Yang Lai Nur Anis, Nordin Siti Fatimah, Sulaiman Hazriq Izzuan, Jaafar Syahrul Hisham, Mohamad Noor Hafizah, Amer
author_sort	Ismail, Mohd Khairuddin
title	Modeling and Simulation of Swarm Intelligence Algorithms for Parameters Tuning of PID Controller in Industrial Couple Tank System
title_short	Modeling and Simulation of Swarm Intelligence Algorithms for Parameters Tuning of PID Controller in Industrial Couple Tank System
title_full	Modeling and Simulation of Swarm Intelligence Algorithms for Parameters Tuning of PID Controller in Industrial Couple Tank System
title_fullStr	Modeling and Simulation of Swarm Intelligence Algorithms for Parameters Tuning of PID Controller in Industrial Couple Tank System
title_full_unstemmed	Modeling and Simulation of Swarm Intelligence Algorithms for Parameters Tuning of PID Controller in Industrial Couple Tank System
title_sort	modeling and simulation of swarm intelligence algorithms for parameters tuning of pid controller in industrial couple tank system
publishDate	2014
url	http://umpir.ump.edu.my/id/eprint/5530/ http://umpir.ump.edu.my/id/eprint/5530/ http://umpir.ump.edu.my/id/eprint/5530/ http://umpir.ump.edu.my/id/eprint/5530/1/10.pdf
first_indexed	2018-09-07T00:47:20Z
last_indexed	2018-09-07T00:47:20Z
_version_	1610907638122414080

Modeling and Simulation of Swarm Intelligence Algorithms for Parameters Tuning of PID Controller in Industrial Couple Tank System

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