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Identifying Critical Failure-Propagation in Function Models of Complex Systems

Guillouet, Yann and Sill Torres, Frank (2021) Identifying Critical Failure-Propagation in Function Models of Complex Systems. European Safety and Reliability Conference, 19. - 23. Sep. 2021, Angers, Frankreich. doi: 10.3850/978-981-18-2016-8_090-cd.

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Abstract

Complex interconnected systems have high demands on meaningful analysis of the impact of failures on the actual service provision. This includes the study of obvious and high probable events, but also failures that are difficult to anticipate, e.g. due to cascading effects or combined events. This work introduces a framework for failure analysis that enables the exhaustive identification of combined failures with the strongest impact on the functionality of a system. The framework consists of two principal elements: a method for capturing the propagation of failures in complex systems that are represented via function models, and algorithms for solving the identification problem, which is formulated as combinatorial optimization problem. The feasibility of the approach is verified at hand of a function model of an Offshore Wind Farm (OWF). Both algorithms are then applied to the model of an offshore wind farm in order to identify the failure combinations with the strongest impact on the functionality.

Item URL in elib:https://elib.dlr.de/144278/
Document Type:Conference or Workshop Item (Speech)
Title:Identifying Critical Failure-Propagation in Function Models of Complex Systems
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Guillouet, YannYann.Guillouet (at) dlr.deUNSPECIFIED
Sill Torres, FrankFrank.SillTorres (at) dlr.dehttps://orcid.org/0000-0002-4028-455X
Date:2021
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
DOI :10.3850/978-981-18-2016-8_090-cd
Status:Published
Keywords:Reliability engineering, Function modelling, Failure propagation, Combinatorial optimization, Fault tree analysis, Complex system, Combinatorial optimization
Event Title:European Safety and Reliability Conference
Event Location:Angers, Frankreich
Event Type:international Conference
Event Dates:19. - 23. Sep. 2021
HGF - Research field:other
HGF - Program:other
HGF - Program Themes:other
DLR - Research area:no assignment
DLR - Program:no assignment
DLR - Research theme (Project):no assignment
Location: Bremerhaven
Institutes and Institutions:Institute for the Protection of Maritime Infrastructures > Reslience of Maritime Systems
Deposited By: Sill Torres, Frank
Deposited On:05 Oct 2021 12:06
Last Modified:05 Oct 2021 12:06

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