Regular Papers

International Journal of Control, Automation and Systems 2022; 20(3): 803-812

Published online March 11, 2022

https://doi.org/10.1007/s12555-021-0082-4

© The International Journal of Control, Automation, and Systems

Unknown Input Observer-based Distributed Fault Estimation of Discrete-time Nonlinear Interconnected Systems

Jingping Xia, Bin Jiang*, and Ke Zhang

Nanjing University of Aeronautics and Astronautics

Abstract

In this paper, the distributed fault estimation problem of discrete-time nonlinear interconnected systems is studied. Unlike in continuous-time interconnected systems, the coupling terms between interconnected subsystems make the design of fault estimation observer for discrete-time interconnected systems more difficult. An augmented interconnected system is constructed, and the global error dynamical equation of interconnected systems is formed from a global perspective, which is convenient for handling the coupling terms. Furthermore, the unknown input observer-based distributed fault estimation design is proposed to completely decouple external disturbances, and a multi-constrained design is given to calculate the matrix gains of the fault estimation observer. The sufficient conditions of this design are presented in terms of linear matrix inequalities. Finally, simulation results of the tripled-inverted pendulum model are given to verify the effectiveness of the present design techniques.

Keywords Discrete-time systems, fault diagnosis, fault estimation, interconnected systems.

Article

Regular Papers

International Journal of Control, Automation and Systems 2022; 20(3): 803-812

Published online March 1, 2022 https://doi.org/10.1007/s12555-021-0082-4

Copyright © The International Journal of Control, Automation, and Systems.

Unknown Input Observer-based Distributed Fault Estimation of Discrete-time Nonlinear Interconnected Systems

Jingping Xia, Bin Jiang*, and Ke Zhang

Nanjing University of Aeronautics and Astronautics

Abstract

In this paper, the distributed fault estimation problem of discrete-time nonlinear interconnected systems is studied. Unlike in continuous-time interconnected systems, the coupling terms between interconnected subsystems make the design of fault estimation observer for discrete-time interconnected systems more difficult. An augmented interconnected system is constructed, and the global error dynamical equation of interconnected systems is formed from a global perspective, which is convenient for handling the coupling terms. Furthermore, the unknown input observer-based distributed fault estimation design is proposed to completely decouple external disturbances, and a multi-constrained design is given to calculate the matrix gains of the fault estimation observer. The sufficient conditions of this design are presented in terms of linear matrix inequalities. Finally, simulation results of the tripled-inverted pendulum model are given to verify the effectiveness of the present design techniques.

Keywords: Discrete-time systems, fault diagnosis, fault estimation, interconnected systems.

IJCAS
March 2025

Vol. 23, No. 3, pp. 683~972

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