UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 6
June-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1907595


Registration ID:
220430

Page Number

993-997

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Title

Analysis Of 2-D Howe Type Truss Using MATLAB’s Artificial Neural Network Module

Abstract

Artificial neural network is the tool which can solve many structural engineering related problems with less effort. Analysis of truss involves calculating axial forces in each member of the truss. Member forces varies as per loading and analysing entire truss takes time even in software. Hence an attempt is made in this work to connect the analysis of truss with Neural Networking to get the results without using design software. In the present work, fifteen number of trusses of varying span, height, number of panels, number of members and point loads are used to generate data for training, simulating and testing the network created from MATLAB’s ANN module. Another aim of the study is to decide ideal pair of transfer function which are to be specified before developing a network. At the end of simulation, it was found that the results obtained by simulation of network are same as that calculated by software with very minimal errors. Moreover, it was determined that the combination of tansig-purelin as transfer functions between input, hidden and output nodes validates to be the best pair as the root mean square error for this pair of transfer function is nearly zero.

Key Words

Artificial Neural Network, MATLAB, Transfer Function, truss, member forces.

Cite This Article

"Analysis Of 2-D Howe Type Truss Using MATLAB’s Artificial Neural Network Module", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 6, page no.993-997, June 2019, Available :http://www.jetir.org/papers/JETIR1907595.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Analysis Of 2-D Howe Type Truss Using MATLAB’s Artificial Neural Network Module", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 6, page no. pp993-997, June 2019, Available at : http://www.jetir.org/papers/JETIR1907595.pdf

Publication Details

Published Paper ID: JETIR1907595
Registration ID: 220430
Published In: Volume 6 | Issue 6 | Year June-2019
DOI (Digital Object Identifier):
Page No: 993-997
Country: Vadodara, Gujarat, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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