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
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;
Conference_Titel :
Intelligent Solutions in Embedded Systems, 2005. Third International Workshop on
Print_ISBN :
3-902463-03-1
DOI :
10.1109/WISES.2005.1438726