Title :
The signal data explorer: a high performance grid based signal search tool for use in distributed diagnostic applications
Author :
Fletcher, Martyn ; Jackson, Tom ; Jessop, Mark ; Liang, Bojian ; Austin, Jim
Author_Institution :
Dept. of Comput. Sci., York Univ., UK
Abstract :
We describe a high performance grid based signal search tool for distributed diagnostic applications developed in conjunction with Rolls-Royce plc for civil aero engine condition monitoring applications. With the introduction of advanced monitoring technology into engineering systems, healthcare, etc., the associated diagnostic processes are increasingly required to handle and consider vast amounts of data. An exemplar of such a diagnosis process was developed during the DAME project, which built a proof of concept demonstrator to assist in the enhanced diagnosis and prognosis of aero-engine conditions. In particular it has shown the utility of an interactive viewing and high performance distributed search tool (the signal data explorer) in the aeroengine diagnostic process. The viewing and search techniques are equally applicable to other domains. The signal data explorer and search services have been demonstrated on the Worldwide Universities Network to search distributed databases of electrocardiograph data.
Keywords :
aerospace computing; aerospace engines; condition monitoring; fault diagnosis; grid computing; Rolls-Royce plc; aeroengine diagnostic process; civil aeroengine condition monitoring; distributed diagnostic application; high performance grid; signal data explorer; signal search tool; Aircraft propulsion; Application software; Condition monitoring; Data analysis; Data mining; Engines; Medical services; Middleware; Programmable control; Signal processing;
Conference_Titel :
Cluster Computing and the Grid, 2006. CCGRID 06. Sixth IEEE International Symposium on
Conference_Location :
Singapore
Print_ISBN :
0-7695-2585-7
DOI :
10.1109/CCGRID.2006.102