Title :
Model-based health tracking
Author_Institution :
Delft Univ. of Technol., Netherlands
Abstract :
Accurate health estimation is of prime importance to reduce operational costs and guarantee readiness levels of mission critical systems such as found in, e.g., the aerospace industry. Construction of health management systems is complicated by the complexity of systems under scrutiny, both in terms of the dynamic behavior of these systems and in terms of the number of components and how they interact. In this paper, we describe the so-called model-based health tracking approach towards constructing health management systems. This technique uses a model, built up from relatively simple component descriptions, of overall system behavior to cope with complex component interactions, and it continuously tracks system health state to monitor dynamic systems
Keywords :
aerospace expert systems; aircraft maintenance; automatic test equipment; automatic test software; condition monitoring; fault diagnosis; finite state machines; maximum likelihood estimation; military avionics; modelling; state assignment; state estimation; AI; FSM; affordability; complex component interactions; component descriptions; dynamic systems; fault detection; fault isolation; health management systems; latch system; maintenance; model-based diagnosis; model-based health tracking; observability; overall system behavior; state estimation; system under scrutiny; Aerodynamics; Costs; Degradation; Energy consumption; Fault detection; Life testing; Power system management; Power system modeling; Stress; System testing;
Conference_Titel :
AUTOTESTCON Proceedings, 2001. IEEE Systems Readiness Technology Conference
Conference_Location :
Valley Forge, PA
Print_ISBN :
0-7803-7094-5
DOI :
10.1109/AUTEST.2001.948983