DocumentCode
3321156
Title
Comprehensible hierarchical intelligent (CHI) framework for monitoring and preventive maintenance of aircraft systems
Author
Owotoki, Peter ; Mayer-Lindenberg, Fritz
Author_Institution
Dept. of Distributed Syst., Hamburg Univ. of Technol., Germany
fYear
2005
fDate
38492
Firstpage
175
Lastpage
184
Abstract
The peculiarities of the aircraft monitoring and maintenance domain are described and shortcomings of the current monitoring methodology are revealed. It is also shown why a new approach using computational intelligence models, as a replacement for the current BITE models, is paramount. In section 2 a brief review of developments in computational intelligence research is given. After which we present the comprehensible hierarchical intelligent framework, as a conceptual non monolithic intelligent approach utilizing distributed CI models for monitoring. Finally we conclude with discussions on the implementation and justification for our approach and direction for future work.
Keywords
aerospace computing; aircraft maintenance; aircraft testing; preventive maintenance; BITE model; aircraft monitoring; aircraft system; comprehensible hierarchical intelligent framework; computational intelligence model; non monolithic intelligent approach; preventive maintenance; Aircraft; Airplanes; Competitive intelligence; Computational intelligence; Computational modeling; Computerized monitoring; Condition monitoring; Costs; Fault detection; Preventive maintenance;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Solutions in Embedded Systems, 2005. Third International Workshop on
Print_ISBN
3-902463-03-1
Type
conf
DOI
10.1109/WISES.2005.1438726
Filename
1438726
Link To Document