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Download fileComparison of two model based residual generation schemes for the purpose of fault detection and isolation applied to a pneumatic actuation system
conference contribution
posted on 2009-07-10, 11:45 authored by Karmjit Singh Grewal, Roger Dixon, John T. PearsonThis paper discusses research carried-out on the development and validation (on a real plant)
of a parity-equation and Kalman filter based fault detection and isolation (FDI) system for a pneumatic
actuator. The parity and Kalman filter equations are formulated and used to generate residuals that, in
turn, are analysed to determine whether faults are present in the system. Details of the design process are
given and the experimental results are compared. The results demonstrate that both approaches can
successfully detect and isolate faults associated with the sensors, actuators (servo-valves and piping) and
the pneumatic cylinder itself. The work is part of a BAE SYSTEMS sponsored project to demonstrate
advanced control and diagnosis concepts on an industrial application.
History
School
- Mechanical, Electrical and Manufacturing Engineering
Citation
GREWAL, K.S., DIXON, R. and PEARSON, J., 2009. Comparison of two model based residual generation schemes for the purpose of fault detection and isolation applied to a pneumatic actuation system. IN: Proceedings of 7th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes. SafeProcess 2009, Barcelona, Spain, 30 June - 3 July 2009.Publisher
© IFACVersion
- AM (Accepted Manuscript)
Publication date
2009Notes
This is a conference paper, it was presented at SafeProcess 2009 [© IFAC]. The definitive version is available at: http://www.ifac-papersonline.net/Language
- en