Abstract
This paper deals with the functional observer (FO)-based fault detection and isolation problem for time-delayed linear systems. First, a new method to design the low-order FO estimating the partial states for linear systems with time-varying delay is presented. Conditions for the existence of the proposed observer and the stability of resulting error dynamics are derived. Based on the proposed observer, a novel residual generator is constructed to detect actuator faults. Furthermore, a bank of residual generators for fault isolation is also constructed for time-delayed systems. The simulation results of the numerical example demonstrate that the proposed observer-based fault diagnosis scheme works effectively.
Original language | English |
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Article number | 8620631 |
Pages (from-to) | 14558-14568 |
Number of pages | 11 |
Journal | IEEE Access |
Volume | 7 |
DOIs | |
Publication status | Published - 2019 |
Keywords
- Time-delayed systems
- fault detection
- fault isolation
- functional observer
- linear matrix inequality(LMI)
- residual generator
ASJC Scopus subject areas
- General Computer Science
- General Materials Science
- General Engineering