Title :
Integrated equipment health management system design and development
Author :
Mills, Andrew R. ; Fleming, Peter J. ; Tanner, Graham F.
Author_Institution :
Dept. ACSE, Univ. of Sheffield, Sheffield, UK
Abstract :
Complex arguments need to be made regarding the benefit case for the sensor and algorithms available for health monitoring systems. A methodology to support these discussions is introduced based on functional failure information for the system. For the failures captured, incipient faults and their identifying effects are recorded. A corresponding algorithm and sensor input cost can be compared to the operational effects of not providing early warning of a failure. An intuitive visual heuristic, based upon an isolation distance metric and dimensional reduction technique, is introduced. The metric guides system architecture and evaluates the effectiveness of system inputs. A testing procedure, which is directly linked to unit and operational costs, demonstrates the heuristic´s validity against an on-wing expert system. The techniques are used to create a cost trade-off space, to compare health monitoring architectures.
Keywords :
condition monitoring; maintenance engineering; mechanical engineering computing; testing; dimensional reduction; functional failure information; health management system design; health management system development; health monitoring architecture; incipient faults; integrated equipment health management system; intuitive visual heuristic; isolation distance metric; testing procedure; Computer vision; Cost function; Degradation; Detectors; Expert systems; Fault diagnosis; Monitoring; Sensor systems; System testing; Vibration measurement;
Conference_Titel :
Aerospace Conference, 2010 IEEE
Conference_Location :
Big Sky, MT
Print_ISBN :
978-1-4244-3887-7
Electronic_ISBN :
1095-323X
DOI :
10.1109/AERO.2010.5446816