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Comparison of two model based residual generation schemes for the purpose of fault detection and isolation applied to a pneumatic actuation system

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conference contribution
posted on 10.07.2009, 11:45 authored by Karmjit Singh Grewal, Roger Dixon, John T. Pearson
This 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

© IFAC

Version

AM (Accepted Manuscript)

Publication date

2009

Notes

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