Title :
Integrated fault diagnostics on the grid
Author :
Ren, Xiaoxu ; Ong, Max ; Allan, Geoffrey ; Kadirkamanathan, Visakan ; Thompson, Haydn ; Fleming, Peter
Author_Institution :
Dept. of Autom. Control & Syst. Eng., Sheffield Univ., UK
Abstract :
Model-based methods are commonly used for fault diagnosis. Many model-based fault diagnosis approaches have been proposed so far. But for modern complex processes, due to the variable nature of faults and model uncertainty, no single approach can diagnose all faults and meet different contradictory criteria. In this paper, the importance of integration of different fault diagnosis schemes in a common framework is emphasised. A service-oriented architecture for the integration is proposed based on grid technologies. The preliminary implementation of this integration for the gas turbine engine fault diagnosis is discussed.
Keywords :
fault diagnosis; gas turbines; grid computing; mechanical engineering computing; software architecture; complex processes; gas turbine engine fault diagnosis; grid technologies; integrated fault diagnostics; model uncertainty; model-based fault diagnosis; service-oriented architecture; Computational modeling; Fault detection; Fault diagnosis; Grid computing; Redundancy; Search engines; Service oriented architecture; Signal generators; Systems engineering and theory; Turbines;
Conference_Titel :
Engineering Complex Computer Systems, 2004. Proceedings. Ninth IEEE International Conference on
Print_ISBN :
0-7695-2109-6
DOI :
10.1109/ICECCS.2004.1310904