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Research on Data Mining Technology in IMA Safety Analysis.

Authors :
Wang, Miao
Zhang, Lihua
Gu, Qingfan
Wang, Guoqing
Source :
Proceedings of the First Symposium on Aviation Maintenance & Management-Volume II; 2014, p95-108, 14p
Publication Year :
2014

Abstract

This study aims at the following problems brought by avionics system integration: failure spread caused by resource integration, failure implication and chaos resulted from function information fusion, and the difficulty in diagnosing the failure and expansion of failure damages triggered by mission synthesis. In this paper, we analyze the key problems of IMA system safety and take resource integration safety, function information fusion, and mission synthesis as the major objects of study to construct resource integration safety model, function information fusion safety model, and mission synthesis safety model and adopt data mining technology to set up knowledge transmission relationship among layers so as to reach safety management for top-layer mission execution in accordance with resource-layer safety data support. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783642542329
Database :
Complementary Index
Journal :
Proceedings of the First Symposium on Aviation Maintenance & Management-Volume II
Publication Type :
Book
Accession number :
95554088
Full Text :
https://doi.org/10.1007/978-3-642-54233-6_10