Discrete-time polynomial systems approach to combined fault monitoring and control

Discrete-time polynomial systems approach to combined fault monitoring and control

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Article ID: iaor20062448
Country: United Kingdom
Volume: 24
Issue: 3
Start Page Number: 121
End Page Number: 138
Publication Date: May 2003
Journal: Optimal Control Applications & Methods
Authors:
Keywords: control processes
Abstract:

The combined fault monitoring and control problem is discussed, using an H2 optimization framework. The main aim is to investigate the frequency-domain and pole-zero properties of the combined control and fault estimation compensator. The solution of the LQC stochastic optimal multivariable control and fault estimation problem is obtained using a polynomial matrix systems approach. The combined control and fault estimation problem involves a performance index including the usual regulating error and control weighting terms and also fault estimation error terms. The system model includes input disturbances, reference, coloured noise signals and actuator/sensor fault signals. The proposed numerical algorithm has common polynomial terms, so that the computation of the fault estimates and control law is not significantly more difficult than the calculation of the control law alone.

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