Universiti Teknologi Malaysia Institutional Repository

PID controller based on bird mating optimizer for vibration cancellation of horizontal flexible plate

Abu Samah, Muhammad Farith Nazreen and Hadi, Muhamad Sukri and Abdul Wahab, Abdul Malek and Mohd. Mokhtar, Nadzirah and Mat Darus, Intan Zaurah (2022) PID controller based on bird mating optimizer for vibration cancellation of horizontal flexible plate. In: Enabling Industry 4.0 through Advances in Mechatronics Selected Articles from iM3F 2021, Malaysia. Lecture Notes in Electrical Engineering, 900 (NA). Springer Science and Business Media Deutschland GmbH, Singapore, pp. 169-180. ISBN 978-981192094-3

Full text not available from this repository.

Official URL: http://dx.doi.org/10.1007/978-981-19-2095-0_16

Abstract

The flexible system has massive benefits compared to the rigid structure, which is lightweight, low energy consumption and high efficiency. However, the lightweight structure causes undesired vibrations on a system that could damage the structure. This paper proposes a modelling of horizontal flexible plate structure by utilizing bird mating optimizer algorithm and implementation of vibration control on the system in simulation environment. There are two main objectives of this project which are to model a horizontal flexible plate system and to design an accurate controller by eliminating the excessive vibration of the system in order to achieve high-performance efficiency. Initially, input–output experiment data is collected from previous researchers and utilized to model system development. Then, the linear autoregressive with exogenous (ARX) model is selected as a model structure for model development using system identification method via bird mating optimizer (BMO) algorithm. Thereafter, the developed models were evaluated by mean square error (MSE), correlation tests and pole-zero map. The finest model is identified based on the minimum MSE, stable in a pole-zero diagram and unbiased in correlation tests. Then, the mathematical transfer function of the best model is utilized for the development of the PID controller. The controller parameter is tuned using trial and error method. Finally, the developed controller was evaluated and accessed using two different disturbances known as single and multiple sinusoidal disturbances. The result shows a significant vibration reduction of 11.18 and 10.13% for single and multiple sinusoidal disturbances, respectively.

Item Type:Book Section
Uncontrolled Keywords:active vibration control, bird mating optimizer, flexible plate structure, swarm intelligence algorithm, system identification
Subjects:T Technology > TJ Mechanical engineering and machinery
Divisions:Mechanical Engineering
ID Code:100643
Deposited By: Yanti Mohd Shah
Deposited On:30 Apr 2023 08:21
Last Modified:30 Apr 2023 08:21

Repository Staff Only: item control page