Robust Component Fault Diagnostic Observer Design for Underactuated Surface Vessels Using Moving Horizon Optimization

For the consideration of improving the safety and reliability for underactuated surface vessel, the design scheme of a robust component fault detection (FD) is investigated in this paper. The main idea is to formulate the observer design as the H_{-}/H_{\infty } problem of satisfying the disturbanc...

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Veröffentlicht in:IEEE access 2018-01, Vol.6, p.16834-16841
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description For the consideration of improving the safety and reliability for underactuated surface vessel, the design scheme of a robust component fault detection (FD) is investigated in this paper. The main idea is to formulate the observer design as the H_{-}/H_{\infty } problem of satisfying the disturbance attenuation and optimizing the fault detectability. The sufficient conditions for performance indexes are derived in the formulation of linear matrix inequality. Considering the remarkable fact that the actual system states are not involved in the iteration process for the parameters optimization, based on the moving horizon optimization strategy, the robust component FD design approach is proposed to achieve the improvements of FD performance and feasibility. The simulation results are given to demonstrate the effectiveness of the proposed approach.
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Actuators
Attenuation
Component fault
Component reliability
Diagnostic systems
Fault detection
Fault diagnosis
Iterative methods
Linear matrix inequalities
LMI
Mathematical analysis
moving horizon optimization
Observers
Optimization
Performance indices
Process parameters
Robustness
Vessels
title Robust Component Fault Diagnostic Observer Design for Underactuated Surface Vessels Using Moving Horizon Optimization
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