Regular Papers

International Journal of Control, Automation and Systems 2017; 15(3): 1077-1088

Published online May 22, 2017

https://doi.org/10.1007/s12555-015-0383-6

© The International Journal of Control, Automation, and Systems

Adjustable Parameter-based Multi-objective Fault Estimation Observer Design for Continuous-time/Discrete-time Dynamic Systems

Ke Zhang, Vincent Cocquempot, and Bin Jiang*

Nanjing University of Aeronautics and Astronautics

Abstract

This paper addresses an adjustable parameter (AP)-based multi-objective fault estimation design for continuous-time/discrete-time dynamic systems. First, a fault estimation observer with AP is constructed to on-line identify the size of occurred faults. The fault estimation design not only possesses a wider application compared with adaptive observers, but also uses the current output information to enhance fault estimation performance. Then a multi-objective approach is proposed to determine the gain matrices of fault estimation observer. Moreover, fault estimation results with the slack-variable technique are obtained to further reduce the conservatism. Finally, simulation results of an aircraft application are presented to illustrate the effectiveness of our contribution."

Keywords Fault diagnosis, fault estimation, multi-objective design.

Article

Regular Papers

International Journal of Control, Automation and Systems 2017; 15(3): 1077-1088

Published online June 1, 2017 https://doi.org/10.1007/s12555-015-0383-6

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

Adjustable Parameter-based Multi-objective Fault Estimation Observer Design for Continuous-time/Discrete-time Dynamic Systems

Ke Zhang, Vincent Cocquempot, and Bin Jiang*

Nanjing University of Aeronautics and Astronautics

Abstract

This paper addresses an adjustable parameter (AP)-based multi-objective fault estimation design for continuous-time/discrete-time dynamic systems. First, a fault estimation observer with AP is constructed to on-line identify the size of occurred faults. The fault estimation design not only possesses a wider application compared with adaptive observers, but also uses the current output information to enhance fault estimation performance. Then a multi-objective approach is proposed to determine the gain matrices of fault estimation observer. Moreover, fault estimation results with the slack-variable technique are obtained to further reduce the conservatism. Finally, simulation results of an aircraft application are presented to illustrate the effectiveness of our contribution."

Keywords: Fault diagnosis, fault estimation, multi-objective design.

IJCAS
March 2025

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

Stats or Metrics

Share this article on

  • line

Related articles in IJCAS

IJCAS

eISSN 2005-4092
pISSN 1598-6446