Intelligent PID Controller Tuned by Bacterial Foraging Optimization Algorithm for Vibration Suppression of Horizontal Flexible Structure

Flexible structure offers various advantages such as being lightweight, efficient, quick system response and low energy consumption. However, this structure produces too much vibration which leads to system failure. To overcome this drawback, this project developed an intelligent vibration controlle...

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Published in:8th IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2022
Main Author: Raof A.I.A.; Hadi M.S.; Jamali A.; Yatim H.M.; Talib M.H.A.; Darus I.Z.M.
Format: Conference paper
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2022
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85141819159&doi=10.1109%2fICSIMA55652.2022.9928906&partnerID=40&md5=c19c009c16ab3c17eb3e5908653c9e5e
id 2-s2.0-85141819159
spelling 2-s2.0-85141819159
Raof A.I.A.; Hadi M.S.; Jamali A.; Yatim H.M.; Talib M.H.A.; Darus I.Z.M.
Intelligent PID Controller Tuned by Bacterial Foraging Optimization Algorithm for Vibration Suppression of Horizontal Flexible Structure
2022
8th IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2022


10.1109/ICSIMA55652.2022.9928906
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85141819159&doi=10.1109%2fICSIMA55652.2022.9928906&partnerID=40&md5=c19c009c16ab3c17eb3e5908653c9e5e
Flexible structure offers various advantages such as being lightweight, efficient, quick system response and low energy consumption. However, this structure produces too much vibration which leads to system failure. To overcome this drawback, this project developed an intelligent vibration controller based on Bacterial Foraging Optimization (BFO) and incorporated into a Proportional-Integral-Derivative (PID) controller. BFO is a metaheuristic approach categorized as an evolutionary algorithm recently developed, and a nature-inspired optimization algorithm. BFO has been successfully applied to solve some engineering problems due to its simplicity and ease of implementation. Therefore, by introducing BFO to the PID controller, the desired parameters to control vibration experienced by a horizontal flexible plate can be easily found. The performance of the intelligent PID controller was compared to the conventional tuning method known as Ziegler-Nichols (ZN). It was noticed that the PID controller tuned by BFO successfully outperformed the PID controller tuned by ZN by achieving a high attenuation at the first mode of vibration of 44.65 dB as compared to the latter which was only attenuated at the first mode of vibration at 12.8 dB. The developed PID controller was also able to maintain a good performance level even when this system was introduced to multiple sinusoidal disturbance. © 2022 IEEE.
Institute of Electrical and Electronics Engineers Inc.

English
Conference paper
All Open Access; Green Open Access
author Raof A.I.A.; Hadi M.S.; Jamali A.; Yatim H.M.; Talib M.H.A.; Darus I.Z.M.
spellingShingle Raof A.I.A.; Hadi M.S.; Jamali A.; Yatim H.M.; Talib M.H.A.; Darus I.Z.M.
Intelligent PID Controller Tuned by Bacterial Foraging Optimization Algorithm for Vibration Suppression of Horizontal Flexible Structure
author_facet Raof A.I.A.; Hadi M.S.; Jamali A.; Yatim H.M.; Talib M.H.A.; Darus I.Z.M.
author_sort Raof A.I.A.; Hadi M.S.; Jamali A.; Yatim H.M.; Talib M.H.A.; Darus I.Z.M.
title Intelligent PID Controller Tuned by Bacterial Foraging Optimization Algorithm for Vibration Suppression of Horizontal Flexible Structure
title_short Intelligent PID Controller Tuned by Bacterial Foraging Optimization Algorithm for Vibration Suppression of Horizontal Flexible Structure
title_full Intelligent PID Controller Tuned by Bacterial Foraging Optimization Algorithm for Vibration Suppression of Horizontal Flexible Structure
title_fullStr Intelligent PID Controller Tuned by Bacterial Foraging Optimization Algorithm for Vibration Suppression of Horizontal Flexible Structure
title_full_unstemmed Intelligent PID Controller Tuned by Bacterial Foraging Optimization Algorithm for Vibration Suppression of Horizontal Flexible Structure
title_sort Intelligent PID Controller Tuned by Bacterial Foraging Optimization Algorithm for Vibration Suppression of Horizontal Flexible Structure
publishDate 2022
container_title 8th IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2022
container_volume
container_issue
doi_str_mv 10.1109/ICSIMA55652.2022.9928906
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85141819159&doi=10.1109%2fICSIMA55652.2022.9928906&partnerID=40&md5=c19c009c16ab3c17eb3e5908653c9e5e
description Flexible structure offers various advantages such as being lightweight, efficient, quick system response and low energy consumption. However, this structure produces too much vibration which leads to system failure. To overcome this drawback, this project developed an intelligent vibration controller based on Bacterial Foraging Optimization (BFO) and incorporated into a Proportional-Integral-Derivative (PID) controller. BFO is a metaheuristic approach categorized as an evolutionary algorithm recently developed, and a nature-inspired optimization algorithm. BFO has been successfully applied to solve some engineering problems due to its simplicity and ease of implementation. Therefore, by introducing BFO to the PID controller, the desired parameters to control vibration experienced by a horizontal flexible plate can be easily found. The performance of the intelligent PID controller was compared to the conventional tuning method known as Ziegler-Nichols (ZN). It was noticed that the PID controller tuned by BFO successfully outperformed the PID controller tuned by ZN by achieving a high attenuation at the first mode of vibration of 44.65 dB as compared to the latter which was only attenuated at the first mode of vibration at 12.8 dB. The developed PID controller was also able to maintain a good performance level even when this system was introduced to multiple sinusoidal disturbance. © 2022 IEEE.
publisher Institute of Electrical and Electronics Engineers Inc.
issn
language English
format Conference paper
accesstype All Open Access; Green Open Access
record_format scopus
collection Scopus
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