A single objective flower pollination algorithm for modeling the horizontal flexible plate system
Flexible plate structure is a chosen technology used for many applications since past decades ago. However, this structure has a disadvantage that needs to be avoided which is easy to vibrate. Thus, this project presents the modelling of horizontal flexible plate system using bio-inspired flower pol...
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Online Access: | http://eprints.utm.my/id/eprint/92529/1/HanimMohdYatim2020_ASingleObjectiveFlowerPollinationAlgorithmforModeling.pdf http://eprints.utm.my/id/eprint/92529/ http://dx.doi.org/10.1109/ICAE47758.2019.9221652 |
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my.utm.925292021-09-30T15:14:32Z http://eprints.utm.my/id/eprint/92529/ A single objective flower pollination algorithm for modeling the horizontal flexible plate system Maseri, Siti Zakiah Hadi, Muhamad Sukri Jamali, Annisa Mohd. Yatim, Hanim Ab. Talib, Mat Hussin Mat Darus, Intan Zaurah TJ Mechanical engineering and machinery Flexible plate structure is a chosen technology used for many applications since past decades ago. However, this structure has a disadvantage that needs to be avoided which is easy to vibrate. Thus, this project presents the modelling of horizontal flexible plate system using bio-inspired flower pollination algorithm. The objective is to obtain an accurate model of the real system in the simulated environment. The collected of real vibration data through experimental study was then utilized to develop the dynamic system model based on linear autoregressive with exogenous (ARX) model structure and optimized by flower pollination algorithm (FPA). The algorithm is a novel bio-inspired optimization algorithm that mimics the real-life processes of the flower pollination. The gained model in this simulation is approved utilizing the most minimal mean squared error, correlation tests, and pole zero graph stability due to check the robustness of the model. The performance of the developed model was then compared with the conventional algorithm known as recursive least square (RLS). The best model achieved in this study will be used as a platform of controller development using active vibration control technique. 2020 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/92529/1/HanimMohdYatim2020_ASingleObjectiveFlowerPollinationAlgorithmforModeling.pdf Maseri, Siti Zakiah and Hadi, Muhamad Sukri and Jamali, Annisa and Mohd. Yatim, Hanim and Ab. Talib, Mat Hussin and Mat Darus, Intan Zaurah (2020) A single objective flower pollination algorithm for modeling the horizontal flexible plate system. In: 2nd International Conference on Applied Engineering, ICAE 2019, 2 - 3 October 2019, Batam, Indonesia. http://dx.doi.org/10.1109/ICAE47758.2019.9221652 |
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TJ Mechanical engineering and machinery Maseri, Siti Zakiah Hadi, Muhamad Sukri Jamali, Annisa Mohd. Yatim, Hanim Ab. Talib, Mat Hussin Mat Darus, Intan Zaurah A single objective flower pollination algorithm for modeling the horizontal flexible plate system |
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Flexible plate structure is a chosen technology used for many applications since past decades ago. However, this structure has a disadvantage that needs to be avoided which is easy to vibrate. Thus, this project presents the modelling of horizontal flexible plate system using bio-inspired flower pollination algorithm. The objective is to obtain an accurate model of the real system in the simulated environment. The collected of real vibration data through experimental study was then utilized to develop the dynamic system model based on linear autoregressive with exogenous (ARX) model structure and optimized by flower pollination algorithm (FPA). The algorithm is a novel bio-inspired optimization algorithm that mimics the real-life processes of the flower pollination. The gained model in this simulation is approved utilizing the most minimal mean squared error, correlation tests, and pole zero graph stability due to check the robustness of the model. The performance of the developed model was then compared with the conventional algorithm known as recursive least square (RLS). The best model achieved in this study will be used as a platform of controller development using active vibration control technique. |
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Conference or Workshop Item |
author |
Maseri, Siti Zakiah Hadi, Muhamad Sukri Jamali, Annisa Mohd. Yatim, Hanim Ab. Talib, Mat Hussin Mat Darus, Intan Zaurah |
author_facet |
Maseri, Siti Zakiah Hadi, Muhamad Sukri Jamali, Annisa Mohd. Yatim, Hanim Ab. Talib, Mat Hussin Mat Darus, Intan Zaurah |
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Maseri, Siti Zakiah |
title |
A single objective flower pollination algorithm for modeling the horizontal flexible plate system |
title_short |
A single objective flower pollination algorithm for modeling the horizontal flexible plate system |
title_full |
A single objective flower pollination algorithm for modeling the horizontal flexible plate system |
title_fullStr |
A single objective flower pollination algorithm for modeling the horizontal flexible plate system |
title_full_unstemmed |
A single objective flower pollination algorithm for modeling the horizontal flexible plate system |
title_sort |
single objective flower pollination algorithm for modeling the horizontal flexible plate system |
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2020 |
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http://eprints.utm.my/id/eprint/92529/1/HanimMohdYatim2020_ASingleObjectiveFlowerPollinationAlgorithmforModeling.pdf http://eprints.utm.my/id/eprint/92529/ http://dx.doi.org/10.1109/ICAE47758.2019.9221652 |
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