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Simultaneous interval estimation of actuator fault and state for a class of nonlinear systems by zonotope analysis.
- Source :
-
Journal of Process Control . Oct2024, Vol. 142, pN.PAG-N.PAG. 1p. - Publication Year :
- 2024
-
Abstract
- In this paper, an actuator fault and state interval estimation method for a class of nonlinear systems is proposed by integrating observer design and zonotope analysis. For the considered systems, we present a novel unknown input observer structure with broad applications. The design procedure is based on H ∞ method to decrease the influence of unknown but bounded process disturbances and measurement noise. Moreover, a novel interval estimation method is presented based on zonotope analysis to obtain tighter intervals. Numerical simulations of a quadruple-tank system are conducted to assess the performance of the proposed approach. • A novel robust observer is designed to decouple the unknown input and to attenuate the effect of disturbances and noise. • Zonotope analysis is used to achieve tight interval estimation. • The proposed method is applied to a quadruple-tank system. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 09591524
- Volume :
- 142
- Database :
- Academic Search Index
- Journal :
- Journal of Process Control
- Publication Type :
- Academic Journal
- Accession number :
- 179503218
- Full Text :
- https://doi.org/10.1016/j.jprocont.2024.103303