Open AccessModelling of Horizontal Flexible Plate Structure Using Artificial Bee Colony Algorithm
Author(s) -
Muhamad Sukri Hadi,
Sukri Hadi Zaurah Mat Darus
Publication year - 2018
Publication title -
international journal of engineering and technology
Language(s) - English
Resource type - Journals
ISSN - 2227-524X
DOI - 10.14419/ijet.v7i4.36.28153
Subject(s) - artificial bee colony algorithm , vibration , controller (irrigation) , mean squared error , stability (learning theory) , position (finance) , system identification , control theory (sociology) , instrumentation (computer programming) , engineering , algorithm , computer science , mathematics , artificial intelligence , acoustics , data modeling , statistics , physics , software engineering , control (management) , finance , machine learning , agronomy , economics , biology , operating system
This paper presents the performance of system identification for modeling the horizontal flexible plate system using artificial bee colony and recursive least square algorithms. Initially, the experimental rig of flexible plate was designed and fabricated with all edges clamped boundary condition at the horizontal position. Then, the instrumentation and data acquisition systems were integrated into the rig for acquiring the input-output vibration experimentally. The collected data in the experiment will be used later for modeling the dynamic system of horizontal flexible plate system using system identification. The effectiveness of the developed model will be validated using mean squared error, one step ahead prediction, correlation tests and pole zero diagram stability. The estimated of the developed models were found are acceptable and possible to be used as a platform of controller development for vibration suppression of the undesirable vibration in the flexible plate structure. It was found that the artificial bee colony algorithm has performed better in this study by achieving the lowest mean squared error, good correlation test and high stability in the pole zero diagram.