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Integrated System Health Management by Using the Index Based Reasoning (IBR) and Self Organizing Map (SOM) Combination

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dc.contributor.authorsLi, Ming; Tansel, Ibrahim Nur; Li, Xiaohua; Demetgul, Mustafa
dc.contributor.editorKurnaz, S
dc.contributor.editorInce, F
dc.contributor.editorOnbasioglu, S
dc.contributor.editorBasturk, S
dc.date.accessioned2022-03-12T16:01:07Z
dc.date.accessioned2026-01-11T13:17:31Z
dc.date.available2022-03-12T16:01:07Z
dc.date.issued2009
dc.description.abstractIntegrated System Health Management (ISHM) will be an important component of the future launching vehicles and satellites. ISHM uses large number of sensors to evaluate the condition of the entire system. It is responsible to take the necessary corrective actions and to change the course of action if the health of the system will not allow successful completion of the mission. In this paper, Self Organizing Map (SOM) is integrated into the previously introduced Index Based Reasoner (IBR). The Simulink model of the proposed IBR-SOM approach is demonstrated and performance of the system is evaluated on the experimental data.
dc.identifier.doidoiWOS:000271613000037
dc.identifier.isbn978-1-4244-3626-2
dc.identifier.urihttps://hdl.handle.net/11424/224813
dc.identifier.wosWOS:000271613000037
dc.language.isoeng
dc.publisherIEEE
dc.relation.ispartofRAST 2009: PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN SPACE TECHNOLOGIES
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectIBR
dc.subjectSOM
dc.subjectNeural Network
dc.subjectSystem Health Management
dc.subjectFUSION
dc.titleIntegrated System Health Management by Using the Index Based Reasoning (IBR) and Self Organizing Map (SOM) Combination
dc.typeconferenceObject
dspace.entity.typePublication
oaire.citation.endPage+
oaire.citation.startPage181
oaire.citation.titleRAST 2009: PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN SPACE TECHNOLOGIES

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