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A Neuro-fuzzy Computing Technique for Modeling the Acoustic Form Function of Immersed Tubes

by Y. Nahraoui, El H. Aassif, A. Elhanaoui, G. Maze
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 70 - Number 28
Year of Publication: 2013
Authors: Y. Nahraoui, El H. Aassif, A. Elhanaoui, G. Maze
10.5120/12259-8489

Y. Nahraoui, El H. Aassif, A. Elhanaoui, G. Maze . A Neuro-fuzzy Computing Technique for Modeling the Acoustic Form Function of Immersed Tubes. International Journal of Computer Applications. 70, 28 ( May 2013), 42-50. DOI=10.5120/12259-8489

@article{ 10.5120/12259-8489,
author = { Y. Nahraoui, El H. Aassif, A. Elhanaoui, G. Maze },
title = { A Neuro-fuzzy Computing Technique for Modeling the Acoustic Form Function of Immersed Tubes },
journal = { International Journal of Computer Applications },
issue_date = { May 2013 },
volume = { 70 },
number = { 28 },
month = { May },
year = { 2013 },
issn = { 0975-8887 },
pages = { 42-50 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume70/number28/12259-8489/ },
doi = { 10.5120/12259-8489 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:34:07.967797+05:30
%A Y. Nahraoui
%A El H. Aassif
%A A. Elhanaoui
%A G. Maze
%T A Neuro-fuzzy Computing Technique for Modeling the Acoustic Form Function of Immersed Tubes
%J International Journal of Computer Applications
%@ 0975-8887
%V 70
%N 28
%P 42-50
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

An Adaptative Neuro-Fuzzy Inference System (ANFIS) is developed to predict the acoustic form function (FF) for an infinite length cylindrical shell excited perpendicularly to its axis. The Wigner-Ville distribution (WVD) is used like a comparison tool between the calculated FF by the analytical method and that predicted by the neuro-fuzzy technique for a copper tube. During the application of this technique, several configurations are evaluated for various radius ratio b/a (a: outer radius, b: inner radius of tube). This neuro-fuzzy technique is able to predict the FF with a mean relative error (MRE) about 1. 7%.

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Index Terms

Computer Science
Information Sciences

Keywords

ANFIS acoustic scattering cylindrical shells Wigner-Ville distribution

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