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Reseach Article

Artificial Intelligence In Mechanical Engineering: A Case Study on Vibration Analysis of Cracked Cantilever Beam

Published on March 2012 by Ismail Akbani, Ashwin Baghele, Saurabh Arya
2nd National Conference on Innovative Paradigms in Engineering and Technology (NCIPET 2013)
Foundation of Computer Science USA
NCIPET - Number 8
March 2012
Authors: Ismail Akbani, Ashwin Baghele, Saurabh Arya
a6678014-f19f-4bc9-812a-80572de4616d

Ismail Akbani, Ashwin Baghele, Saurabh Arya . Artificial Intelligence In Mechanical Engineering: A Case Study on Vibration Analysis of Cracked Cantilever Beam. 2nd National Conference on Innovative Paradigms in Engineering and Technology (NCIPET 2013). NCIPET, 8 (March 2012), 31-34.

@article{
author = { Ismail Akbani, Ashwin Baghele, Saurabh Arya },
title = { Artificial Intelligence In Mechanical Engineering: A Case Study on Vibration Analysis of Cracked Cantilever Beam },
journal = { 2nd National Conference on Innovative Paradigms in Engineering and Technology (NCIPET 2013) },
issue_date = { March 2012 },
volume = { NCIPET },
number = { 8 },
month = { March },
year = { 2012 },
issn = 0975-8887,
pages = { 31-34 },
numpages = 4,
url = { /proceedings/ncipet/number8/5252-1064/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 2nd National Conference on Innovative Paradigms in Engineering and Technology (NCIPET 2013)
%A Ismail Akbani
%A Ashwin Baghele
%A Saurabh Arya
%T Artificial Intelligence In Mechanical Engineering: A Case Study on Vibration Analysis of Cracked Cantilever Beam
%J 2nd National Conference on Innovative Paradigms in Engineering and Technology (NCIPET 2013)
%@ 0975-8887
%V NCIPET
%N 8
%P 31-34
%D 2012
%I International Journal of Computer Applications
Abstract

The advent and exponential developments in the field of computers and consequently in the area of Artificial Intelligence has revolutionized an engineer‘s approach towards solving complex engineering problems. Engineers, irrespective of their branch or field are starting to rely more and more on AI techniques. One such popular technique is ANN which mimics our biological neural system to solve highly complex problems. This paper describes ANN as a viable technique for solving various problems in Mechanical Engineering. The authors also discuss a case study wherein they have applied ANN for determining natural frequencies of a cantilever beam with a crack. The case study points out that ANN technique have the potential to reduce our efforts and time, when applied to complex engineering problems.

References
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  7. P.G.KIRMSHER 1944 Proceedings of the American Society of testing and materials 44,897-904 The effect of discontinuities on the natural frequencies of beam.
  8. G.L.QIAN,S.N.GU and J.S.JIANG 1990, Journal of sound and vibration 138, 233-243, The dynamic behavior and crack detection of beam with a crack
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  10. MATLAB Help
Index Terms

Computer Science
Information Sciences

Keywords

Cantilever Beam ARTIFICIAL NEURAL NETWORK (ANN) Vibration Analysis