By Hong-Yue Zhang (Eds.)

ISBN-10: 0080444857

ISBN-13: 9780080444857

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Extra info for Fault Detection, Supervision and Safety of Technical Processes 2006. A Proceedings Volume from the 6th IFAC Symposium, SAFEPROCESS 2006, Beijing, P.R. China, August 30–September 1, 2006

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CONCLUSIONS The paper has demonstrated how statistical signal processing theory can bring insight and contribute to fault detection and isolation problems, and vice versa how fault detection algorithms can improve statistical signal processing algorithms. An example was used to explain the intuition of the stochastic parity space and the involved model assumptions and algorithms. Several applications were used to motivate how the model assumptions can be verified in practice and how these assumptions can be relaxed to get useful algorithms for non-linear non-Gaussian models.

China Abstract: A new fault detection and diagnosis approach is developed in this paper for a class of singular nonlinear systems via the use of adaptive updating rules. Both detection and diagnostic observers are established, where Lyapunov stability theory is used to obtain the required adaptive tuning rules for the estimation of the process faults. This has led to stable observation error systems for both fault detection and diagnosis. A simulated numerical example is included to demonstrate the use of the proposed approach and encouraging results have been obtained.

The CUSUM boosted adaptive filter combines the good features of fast and accurate tracking. Further, the plots shows a filter allowing for a smoothing delay, where the estimated change point is used to re-process measurements after the change to eliminate the radar measurements from the Kalman filter. 6. CONCLUSIONS The paper has demonstrated how statistical signal processing theory can bring insight and contribute to fault detection and isolation problems, and vice versa how fault detection algorithms can improve statistical signal processing algorithms.

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Fault Detection, Supervision and Safety of Technical Processes 2006. A Proceedings Volume from the 6th IFAC Symposium, SAFEPROCESS 2006, Beijing, P.R. China, August 30–September 1, 2006 by Hong-Yue Zhang (Eds.)


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