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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
journal cover thumbnail

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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