NDLI: Integrated System Health Management by using the Index Based Reasoning (IBR) and Self Organizing Map (SOM) combination

Content Provider	IEEE Xplore Digital Library
Author	Ming Li Tansel, I.N. Xiaohua Li Demetgul, M.
Copyright Year	2009
Description	Author affiliation: Florida International University, Department of Mechanical and Materials Engineering, 10555 W. Flagler St., EC 3400, Miami, 33174, USA (Ming Li; Tansel, I.N.; Xiaohua Li) \|\| Marmara University, Mechanical Department Technical Education Faculty, Istanbul, TURKEY (Demetgul, M.)
Abstract	Integrated 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.
Starting Page	181
Ending Page	185
File Size	1312638
Page Count	5
File Format	PDF
ISBN	9781424436279
DOI	10.1109/RAST.2009.5158193
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-06-11
Publisher Place	Turkey
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Sheet materials Aerodynamics Finite element methods Sandwich structures Organizing System Health Management SOM component Neural Network Composite materials IBR Strain measurement Fabrics Manufacturing Testing
Content Type	Text
Resource Type	Article

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