Publication

Zonotopic fault detection observer with H_ performance

Conference Article

Conference

Chinese Control Conference (CCC)

Edition

2017

File

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Abstract

This paper proposes a robust fault detection observer based on zonotopes for discrete-time uncertain systems with sensor faults and unknown but bounded uncertainties. The main advantage of this method is that the observer gain of the robust zonotopic observer is designed to be robust against bounded uncertainties while being sensitive to faults. In order to detect sensor faults with low magnitudes, the fault sensitivity is taken into account by measuring the H_ performance. The designed zonotopic observer gain can be obtained by solving an optimization problem including a sequence of linear matrix inequalities (LMIs). Finally, an illustrative example is provided to demonstrate the proposed method.

Categories

control theory.

Author keywords

Fault Detection, Zonotopes, H_ Fault Sensitivity, Linear Matrix Inequalities

Scientific reference

Y. Wang, M. Zhou, V. Puig, G. Cembrano and Z. Wang. Zonotopic fault detection observer with H_ performance, 2017 Chinese Control Conference, 2017, Dalian, China, to appear.