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...
| Main Authors: | , , , , , , , , |
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| Format: | Article |
| Language: | English |
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2014
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| Online Access: | http://umpir.ump.edu.my/id/eprint/5530/1/10.pdf |
| _version_ | 1825821659942092800 |
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| 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 |
| collection | UMP |
| 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
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| first_indexed | 2024-03-06T11:44:54Z |
| format | Article |
| id | UMPir5530 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T11:44:54Z |
| publishDate | 2014 |
| record_format | dspace |
| spelling | UMPir55302018-02-28T05:07:44Z 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. (Published) http://dx.doi.org/10.4028/www.scientific.net/AMR.903.321 DOI: 10.4028/www.scientific.net/AMR.903.321 |
| 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 |
| title | 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_short | 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 |
| topic | TS Manufactures |
| url | http://umpir.ump.edu.my/id/eprint/5530/1/10.pdf |
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