Muhammad Izzuddin Akmal, Zamri and Muhamad Sukri, Hadi and Aida Nur Syafiqah, Shaari and Nadzirah, Mohd Mokhtar (2022) Proportional integral derivative controller based on ant colony optimization for vibration cancellation of horizontal flexible plate structure. International Journal of Electrical and Computer Engineering, 12 (4). pp. 3583-3594. ISSN 2088-8708. (Published)
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Abstract
Flexible plate structure provides many benefits as compared to their rigid counterparts including lower energy consumption, effective, lightweight, and quick response. However, the vibration easily affects the flexible plate structure resulting in structural damage. This study introduces the modelling of a flexible plate structure based on a system identification technique known as ant colony optimization (ACO) algorithm for vibration control. Firstly, the input-output vibration data that represent the actual structure of flexible plate was achieved from the experiment. Next, the acquired vibration data was used to develop a dynamic model of the flexible plate structure. The performances of the ACO algorithm were assess based on mean squared error (MSE), pole-zero plot and correlation test in order to get a precise and reliable outcome. The results show that ACO algorithm achieved the minimum MSE which was 6.7613 × 10−6, high stability of pole-zero plot and excellent correlation test. Subsequently, the best model of ACO was chosen to create controller based on an active vibration control technique. It was noticed that the controller managed to obtain a 6.19 dB reduction at the first mode vibration in which the percentage of attenuation of the controller was 10.63% for sinusoidal disturbances and 9.64% for multiple sinusoidal disturbances.
| Item Type: | Article |
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| Additional Information: | Indexed by Scopus |
| Uncontrolled Keywords: | Active vibration control; Ant colony optimization; Horizontal flexible plate; Swarm intelligence algorithm; System identification |
| Subjects: | T Technology > T Technology (General) T Technology > TA Engineering (General). Civil engineering (General) |
| Faculty/Division: | Faculty of Civil Engineering Technology |
| Depositing User: | Mr Muhamad Firdaus Janih@Jaini |
| Date Deposited: | 07 Feb 2024 04:12 |
| Last Modified: | 07 Feb 2024 04:12 |
| URI: | http://umpir.ump.edu.my/id/eprint/40144 |
| Download Statistic: | View Download Statistics |
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