Universiti Teknologi Malaysia Institutional Repository

Non-parametric neuro-model of a flexible beam structure

Jalil, N. A. and Mat Darus, I. Z. (2013) Non-parametric neuro-model of a flexible beam structure. In: IEEE Symposium on Computers and Informatics, ISCI 2013.

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Official URL: http://dx.doi.org/10.1109/ISCI.2013.6612373

Abstract

In this paper, the development of dynamic model of flexible cantilever (fixed-free) beam in transverse motion using FD approach is presented. Validation using theoretical value is carried out in order to ensure the reliability of the developed FD algorithm. Next, system identification using non-parametric Neural Network (NN) methods: Multilayer Perceptron (MLP) and ELMAN networks are developed. To suppress the unwanted vibration, simulated case studies of AVC using P and PI control schemes are investigated. Results demonstrate that PI control methods outperformed P controller in cancelling the vibration.

Item Type:Conference or Workshop Item (Paper)
Subjects:T Technology > TJ Mechanical engineering and machinery
Divisions:Mechanical Engineering
ID Code:51196
Deposited By: Haliza Zainal
Deposited On:27 Jan 2016 01:53
Last Modified:13 Sep 2017 07:58

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