Optimized PID controller for upgraded water distribution system utilizing swarm intelligence

In this study, the implementation of an off-line optimization for PID controller using two swarm intelligence algorithms with MATLAB and Simulink Tools simulation for the laboratory-scaled upgraded water distribution system (UWDS), is executed. Using a newly developed transfer function for the autom...

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Main Authors: Robert, Max Alexander, Ishak, Mohamad Hafis Izran, Kosmani, Nur Fathen Amira, Ab. Rahim, Muhamad Fadzil, Ting, Rickey Pek Eek, Rosli, Khairul Ijlal, Sahlan, Shafishuhaza, Abdul Manaf, Mohamad Shukri
Format: Conference or Workshop Item
Published: 2022
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Online Access:http://eprints.utm.my/id/eprint/99634/
http://dx.doi.org/10.1109/ICSIMA55652.2022.9929082
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spelling my.utm.996342023-03-08T03:54:28Z http://eprints.utm.my/id/eprint/99634/ Optimized PID controller for upgraded water distribution system utilizing swarm intelligence Robert, Max Alexander Ishak, Mohamad Hafis Izran Kosmani, Nur Fathen Amira Ab. Rahim, Muhamad Fadzil Ting, Rickey Pek Eek Rosli, Khairul Ijlal Sahlan, Shafishuhaza Abdul Manaf, Mohamad Shukri TK Electrical engineering. Electronics Nuclear engineering In this study, the implementation of an off-line optimization for PID controller using two swarm intelligence algorithms with MATLAB and Simulink Tools simulation for the laboratory-scaled upgraded water distribution system (UWDS), is executed. Using a newly developed transfer function for the automated water level controller in the UWDS, a PID controller applied to the system is optimized using the Particle Swarm optimization (PSO) and Grey Wolf optimization (GWO) technique to increase the performance of the controller. The obtained optimum result from the optimization allows more efficient and higher stability of the system which gives better automated control during the transfer of water from the supply tank to the reservoir tank. The optimization is compared between the previous water distribution system (WDS) and UWDS while analyzing the performance of both optimization techniques on the PID controller, PID-PSO, and PID-GWO. From the results obtained, the second order transfer function yields the best results when applied with both PSO and GWO optimization techniques. 2022 Conference or Workshop Item PeerReviewed Robert, Max Alexander and Ishak, Mohamad Hafis Izran and Kosmani, Nur Fathen Amira and Ab. Rahim, Muhamad Fadzil and Ting, Rickey Pek Eek and Rosli, Khairul Ijlal and Sahlan, Shafishuhaza and Abdul Manaf, Mohamad Shukri (2022) Optimized PID controller for upgraded water distribution system utilizing swarm intelligence. In: 8th IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2022, 27 - 28 September 2022, Melaka, Malaysia. http://dx.doi.org/10.1109/ICSIMA55652.2022.9929082
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Robert, Max Alexander
Ishak, Mohamad Hafis Izran
Kosmani, Nur Fathen Amira
Ab. Rahim, Muhamad Fadzil
Ting, Rickey Pek Eek
Rosli, Khairul Ijlal
Sahlan, Shafishuhaza
Abdul Manaf, Mohamad Shukri
Optimized PID controller for upgraded water distribution system utilizing swarm intelligence
description In this study, the implementation of an off-line optimization for PID controller using two swarm intelligence algorithms with MATLAB and Simulink Tools simulation for the laboratory-scaled upgraded water distribution system (UWDS), is executed. Using a newly developed transfer function for the automated water level controller in the UWDS, a PID controller applied to the system is optimized using the Particle Swarm optimization (PSO) and Grey Wolf optimization (GWO) technique to increase the performance of the controller. The obtained optimum result from the optimization allows more efficient and higher stability of the system which gives better automated control during the transfer of water from the supply tank to the reservoir tank. The optimization is compared between the previous water distribution system (WDS) and UWDS while analyzing the performance of both optimization techniques on the PID controller, PID-PSO, and PID-GWO. From the results obtained, the second order transfer function yields the best results when applied with both PSO and GWO optimization techniques.
format Conference or Workshop Item
author Robert, Max Alexander
Ishak, Mohamad Hafis Izran
Kosmani, Nur Fathen Amira
Ab. Rahim, Muhamad Fadzil
Ting, Rickey Pek Eek
Rosli, Khairul Ijlal
Sahlan, Shafishuhaza
Abdul Manaf, Mohamad Shukri
author_facet Robert, Max Alexander
Ishak, Mohamad Hafis Izran
Kosmani, Nur Fathen Amira
Ab. Rahim, Muhamad Fadzil
Ting, Rickey Pek Eek
Rosli, Khairul Ijlal
Sahlan, Shafishuhaza
Abdul Manaf, Mohamad Shukri
author_sort Robert, Max Alexander
title Optimized PID controller for upgraded water distribution system utilizing swarm intelligence
title_short Optimized PID controller for upgraded water distribution system utilizing swarm intelligence
title_full Optimized PID controller for upgraded water distribution system utilizing swarm intelligence
title_fullStr Optimized PID controller for upgraded water distribution system utilizing swarm intelligence
title_full_unstemmed Optimized PID controller for upgraded water distribution system utilizing swarm intelligence
title_sort optimized pid controller for upgraded water distribution system utilizing swarm intelligence
publishDate 2022
url http://eprints.utm.my/id/eprint/99634/
http://dx.doi.org/10.1109/ICSIMA55652.2022.9929082
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score 13.160551