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A state augmentation approach to interval fault estimation for descriptor systems

  • Wenhan Zhang
  • , Zhenhua Wang*
  • , Tarek Raïssi
  • , Ye Wang
  • , Yi Shen
  • *Corresponding author for this work
  • School of Astronautics, Harbin Institute of Technology
  • Conservatoire national des arts et métiers
  • Harbin Engineering University

Research output: Contribution to journalArticlepeer-review

Abstract

This paper proposes a state augmentation approach to achieve interval fault estimation for descriptor systems with unknown but bounded disturbances and measurement noises. An augmented descriptor system, which is equivalent to the original system, is constructed while the fault vector is considered as an auxiliary state. Based on this augmented system, a robust fault estimation observer is designed to estimate the actuator faults. Under this augmented descriptor form, the conservatism of observer gain matrix can be significantly reduced by introducing more design degrees of freedom. Moreover, interval estimation of actuator faults can be achieved by using zonotopic techniques. Finally, a DC motor model simulation is used to illustrate the effectiveness of the proposed approach.

Original languageEnglish
Pages (from-to)19-29
Number of pages11
JournalEuropean Journal of Control
Volume51
DOIs
StatePublished - Jan 2020
Externally publishedYes

Keywords

  • Actuator faults
  • Descriptor systems
  • Interval estimation
  • Observers design
  • Zonotope

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