Trabalho apresentado em evento
Artificial Immune Systems with Negative Selection Applied to Health Monitoring of Aeronautical Structures
Registro en:
Applied Mechanics, Fluid And Solid Mechanics. Stafa-zurich: Trans Tech Publications Ltd, v. 871, p. 283-289, 2014.
1022-6680
10.4028/www.scientific.net/AMR.871.283
WOS:000335881000050
9803426672221802
5723359885365339
0000-0002-1203-7586
Autor
Anjos Lima, Fernando Parra dos [UNESP]
Chavarette, Fabio Roberto
Santos e Souza, Adriano dos [UNESP]
Frutuoso de Souza, Simone Silva
Martins Lopes, Mara Lucia
Tan, J.
Resumen
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. UNESP Univ Estadual Paulista, Fac Engn Ilha Solteira FEIS, Dept Mech Engn, BR-15385000 Ilha Solteira, SP, Brazil UNESP Univ Estadual Paulista, Fac Engn Ilha Solteira FEIS, Dept Mech Engn, BR-15385000 Ilha Solteira, SP, Brazil