Artificial Immune Systems with Negative Selection Applied to Health Monitoring of Aeronautical Structures


Autoria(s): Anjos Lima, Fernando Parra dos; Chavarette, Fabio Roberto; Santos e Souza, Adriano dos; Frutuoso de Souza, Simone Silva; Martins Lopes, Mara Lucia; Tan, J.
Contribuinte(s)

Universidade Estadual Paulista (UNESP)

Data(s)

03/12/2014

03/12/2014

01/01/2014

Resumo

In this paper we present a system for aircraft structural health monitoring based on artificial immune systems with negative selection. Inspired by a biological process, the principle of discrimination proper/non-proper, identifies and characterizes the signs of structural failure. The main application of this method is to assist in the inspection of aircraft structures, to detect and characterize flaws and decision making in order to avoid disasters. We proposed a model of an aluminum beam to perform the tests of the method. The results obtained by this method are excellent, showing robustness and accuracy.

Formato

283-289

Identificador

http://dx.doi.org/10.4028/www.scientific.net/AMR.871.283

Applied Mechanics, Fluid And Solid Mechanics. Stafa-zurich: Trans Tech Publications Ltd, v. 871, p. 283-289, 2014.

1022-6680

http://hdl.handle.net/11449/113640

10.4028/www.scientific.net/AMR.871.283

WOS:000335881000050

Idioma(s)

eng

Publicador

Trans Tech Publications Ltd

Relação

Applied Mechanics, Fluid And Solid Mechanics

Direitos

closedAccess

Palavras-Chave #Health Monitoring #Aeronautical structures #Artificial Immune Systems #Negative Selection Algorithm
Tipo

info:eu-repo/semantics/conferencePaper