DocumentCode
2006472
Title
The research of data mining in AHM technology based on association rule
Author
Baohui, Jia ; Yuxin, Wang ; Zheng-qing, Yang
Author_Institution
Aeronaut. Eng. Coll., Civil Aviation Univ. of China, Tianjin, China
fYear
2011
fDate
24-25 May 2011
Firstpage
1
Lastpage
8
Abstract
In this paper we explore the key technique of the maintenance decision support system, which is a part of Aircraft Health Management (AHM) system. Based on the historical experience of airline maintenance data as the research object and the association rule mining by data mining, we attempt to find out the different maintenance measures to the same fault phenomena for maintenance person as the support for maintenance decision. At the same time, it defines the data source in association rule mining and the method of establishes the concept level of the aircraft system.
Keywords
aircraft maintenance; data mining; decision support systems; reliability; AHM technology; aircraft health management system; airline maintenance data; association rule mining; data mining; maintenance decision support system; research object; Aircraft; Cleaning; aircraft health management; association rule; data mining; frequent itemset;
fLanguage
English
Publisher
ieee
Conference_Titel
Prognostics and System Health Management Conference (PHM-Shenzhen), 2011
Conference_Location
Shenzhen
Print_ISBN
978-1-4244-7951-1
Electronic_ISBN
978-1-4244-7949-8
Type
conf
DOI
10.1109/PHM.2011.5939548
Filename
5939548
Link To Document