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:
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
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recordtype eprints
spelling ump-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 2023-09-18T22:00:51Z
last_indexed 2023-09-18T22:00:51Z
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