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A numerically reliable approach for the synthesis of periodic FDI filters

Varga, Andreas (2012) A numerically reliable approach for the synthesis of periodic FDI filters. IFAC SAFEPROCESS 2012, 29-31 August 2012, Mexico City, Mexico.

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Abstract

We propose an integrated numerically reliable computational approach to solve fault detection and isolation (FDI) problems for periodic systems. For this purpose, a bank of periodic fault detection filters providing a structured residual set is designed using a new least order synthesis technique of periodic fault detection filters. The synthesis procedure relies on a recently developed numerically stable algorithm to compute least order annihilators of periodic systems. This approach is extended with two additional steps for the synthesis of least order filters by using periodic dynamic cover techniques and periodic stable coprime factorizations to achieve a desired dynamics of the filters. The proposed integrated synthesis algorithm has strongly coupled computational steps, where the available structural information at the end of each step is fully exploited in the subsequent computations. All computations are done directly on the original problem data, without explicitly building time-invariant lifted system representations.

Item URL in elib:https://elib.dlr.de/77383/
Document Type:Conference or Workshop Item (Paper)
Title:A numerically reliable approach for the synthesis of periodic FDI filters
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Varga, Andreasandreas.varga (at) dlr.deUNSPECIFIED
Date:2012
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:Fault detection and isolation, periodic system, computational methods
Event Title:IFAC SAFEPROCESS 2012
Event Location:Mexico City, Mexico
Event Type:international Conference
Event Dates:29-31 August 2012
Organizer:IFAC
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:Aircraft Research (old)
DLR - Research area:Aeronautics
DLR - Program:L AR - Aircraft Research
DLR - Research theme (Project):L - Systems & Cabin (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Institute of Robotics and Mechatronics (until 2012) > System Dynamics and Control (former Control Design Engineering)
Deposited By: Varga, Dr.-Ing. Andreas
Deposited On:25 Sep 2012 14:18
Last Modified:31 Jul 2019 19:37

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