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

Detalhes bibliográficos
Autor(a) principal: Anjos Lima, Fernando Parra dos [UNESP]
Data de Publicação: 2014
Outros Autores: Chavarette, Fabio Roberto, Santos e Souza, Adriano dos [UNESP], Frutuoso de Souza, Simone Silva, Martins Lopes, Mara Lucia, Tan, J.
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.4028/www.scientific.net/AMR.871.283
http://hdl.handle.net/11449/113640
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.
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spelling Artificial Immune Systems with Negative Selection Applied to Health Monitoring of Aeronautical StructuresHealth MonitoringAeronautical structuresArtificial Immune SystemsNegative Selection AlgorithmIn 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, BrazilUNESP Univ Estadual Paulista, Fac Engn Ilha Solteira FEIS, Dept Mech Engn, BR-15385000 Ilha Solteira, SP, BrazilTrans Tech Publications LtdUniversidade Estadual Paulista (Unesp)Anjos Lima, Fernando Parra dos [UNESP]Chavarette, Fabio RobertoSantos e Souza, Adriano dos [UNESP]Frutuoso de Souza, Simone SilvaMartins Lopes, Mara LuciaTan, J.2014-12-03T13:11:51Z2014-12-03T13:11:51Z2014-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject283-289http://dx.doi.org/10.4028/www.scientific.net/AMR.871.283Applied Mechanics, Fluid And Solid Mechanics. Stafa-zurich: Trans Tech Publications Ltd, v. 871, p. 283-289, 2014.1022-6680http://hdl.handle.net/11449/11364010.4028/www.scientific.net/AMR.871.283WOS:000335881000050980342667222180257233598853653390000-0002-1203-7586Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengApplied Mechanics, Fluid And Solid Mechanics0,121info:eu-repo/semantics/openAccess2021-10-23T21:44:13Zoai:repositorio.unesp.br:11449/113640Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-23T21:44:13Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Artificial Immune Systems with Negative Selection Applied to Health Monitoring of Aeronautical Structures
title Artificial Immune Systems with Negative Selection Applied to Health Monitoring of Aeronautical Structures
spellingShingle Artificial Immune Systems with Negative Selection Applied to Health Monitoring of Aeronautical Structures
Anjos Lima, Fernando Parra dos [UNESP]
Health Monitoring
Aeronautical structures
Artificial Immune Systems
Negative Selection Algorithm
title_short Artificial Immune Systems with Negative Selection Applied to Health Monitoring of Aeronautical Structures
title_full Artificial Immune Systems with Negative Selection Applied to Health Monitoring of Aeronautical Structures
title_fullStr Artificial Immune Systems with Negative Selection Applied to Health Monitoring of Aeronautical Structures
title_full_unstemmed Artificial Immune Systems with Negative Selection Applied to Health Monitoring of Aeronautical Structures
title_sort Artificial Immune Systems with Negative Selection Applied to Health Monitoring of Aeronautical Structures
author Anjos Lima, Fernando Parra dos [UNESP]
author_facet 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.
author_role author
author2 Chavarette, Fabio Roberto
Santos e Souza, Adriano dos [UNESP]
Frutuoso de Souza, Simone Silva
Martins Lopes, Mara Lucia
Tan, J.
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv 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.
dc.subject.por.fl_str_mv Health Monitoring
Aeronautical structures
Artificial Immune Systems
Negative Selection Algorithm
topic Health Monitoring
Aeronautical structures
Artificial Immune Systems
Negative Selection Algorithm
description 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.
publishDate 2014
dc.date.none.fl_str_mv 2014-12-03T13:11:51Z
2014-12-03T13:11:51Z
2014-01-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv 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
9803426672221802
5723359885365339
0000-0002-1203-7586
url http://dx.doi.org/10.4028/www.scientific.net/AMR.871.283
http://hdl.handle.net/11449/113640
identifier_str_mv 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
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Applied Mechanics, Fluid And Solid Mechanics
0,121
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 283-289
dc.publisher.none.fl_str_mv Trans Tech Publications Ltd
publisher.none.fl_str_mv Trans Tech Publications Ltd
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1799964539715846144

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