Direct Shaping of Minimum and Maximum Singular Values: An H -/H Synthesis Approach for Fault Detection Filters

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Samenvatting

The performance of fault detection filters relies on a high sensitivity to faults and a low sensitivity to disturbances. The aim of this paper is to develop an approach to directly shape these sensitivities, expressed in terms of minimum and maximum singular values. The developed method offers an alternative solution to the H -/H synthesis problem, building upon traditional multiobjective synthesis results. The result is an optimal filter synthesized via iterative convex optimization and the approach is particularly useful for fault diagnosis as illustrated by a numerical example.

Originele taal-2Engels
Pagina's (van-tot)11311-11316
Aantal pagina's6
TijdschriftIFAC-PapersOnLine
Volume56
Nummer van het tijdschrift2
DOI's
StatusGepubliceerd - 1 jul. 2023
Evenement22nd World Congress of the International Federation of Automatic Control (IFAC 2023 World Congress) - Yokohama, Japan
Duur: 9 jul. 202314 jul. 2023
Congresnummer: 22
https://www.ifac2023.org/

Financiering

This work is supported by Topconsortia voor Kennis en Innovatie (TKI), and is supported by ASML Research, Veldhoven, The Netherlands.

FinanciersFinanciernummer
ASML
Topconsortium voor Kennis en Innovatie

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