Stochastic modeling of structural fatigue damage in High Strength Steel structures

The paper proposes a parallel extension of the Direct Optimized Probability Computation Method. This method can be used as an alternative to Monte Carlo � based approaches for problems of structural reliability. It does not depend on any kind of randomly generated numbers, but it requires a much hig...

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Main Authors: Jiri Brozovsky, Martin Krejsa, Petr Lehner, Premysl Parenica, Stanislav Seitl
Format: Article
Language:English
Published: Gruppo Italiano Frattura 2025-01-01
Series:Fracture and Structural Integrity
Subjects:
Online Access:https://www.fracturae.com/index.php/fis/article/view/5191/4162
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author Jiri Brozovsky
Martin Krejsa
Petr Lehner
Premysl Parenica
Stanislav Seitl
author_facet Jiri Brozovsky
Martin Krejsa
Petr Lehner
Premysl Parenica
Stanislav Seitl
author_sort Jiri Brozovsky
collection DOAJ
description The paper proposes a parallel extension of the Direct Optimized Probability Computation Method. This method can be used as an alternative to Monte Carlo � based approaches for problems of structural reliability. It does not depend on any kind of randomly generated numbers, but it requires a much higher number of computations thus it can benefit from its parallelization. The proposed parallel Direct Optimized Probability Computation method is developed and studied on the problem of fatigue damage prediction. Description of the parallel algorithm is provided, and the functionality of the method is shown in an example case. The results are also compared to the results of the more common Monte Carlo � based approach
format Article
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institution OA Journals
issn 1971-8993
language English
publishDate 2025-01-01
publisher Gruppo Italiano Frattura
record_format Article
series Fracture and Structural Integrity
spelling doaj-art-2b5933b8aa704d009ef98c4d8f00315b2025-08-20T01:47:22ZengGruppo Italiano FratturaFracture and Structural Integrity1971-89932025-01-01197127328410.3221/IGF-ESIS.71.2010.3221/IGF-ESIS.71.20Stochastic modeling of structural fatigue damage in High Strength Steel structuresJiri BrozovskyMartin KrejsaPetr LehnerPremysl ParenicaStanislav SeitlThe paper proposes a parallel extension of the Direct Optimized Probability Computation Method. This method can be used as an alternative to Monte Carlo � based approaches for problems of structural reliability. It does not depend on any kind of randomly generated numbers, but it requires a much higher number of computations thus it can benefit from its parallelization. The proposed parallel Direct Optimized Probability Computation method is developed and studied on the problem of fatigue damage prediction. Description of the parallel algorithm is provided, and the functionality of the method is shown in an example case. The results are also compared to the results of the more common Monte Carlo � based approachhttps://www.fracturae.com/index.php/fis/article/view/5191/4162probability of failurefatiguehigh strength steeldirect optimized probability computation methodparallel processing
spellingShingle Jiri Brozovsky
Martin Krejsa
Petr Lehner
Premysl Parenica
Stanislav Seitl
Stochastic modeling of structural fatigue damage in High Strength Steel structures
Fracture and Structural Integrity
probability of failure
fatigue
high strength steel
direct optimized probability computation method
parallel processing
title Stochastic modeling of structural fatigue damage in High Strength Steel structures
title_full Stochastic modeling of structural fatigue damage in High Strength Steel structures
title_fullStr Stochastic modeling of structural fatigue damage in High Strength Steel structures
title_full_unstemmed Stochastic modeling of structural fatigue damage in High Strength Steel structures
title_short Stochastic modeling of structural fatigue damage in High Strength Steel structures
title_sort stochastic modeling of structural fatigue damage in high strength steel structures
topic probability of failure
fatigue
high strength steel
direct optimized probability computation method
parallel processing
url https://www.fracturae.com/index.php/fis/article/view/5191/4162
work_keys_str_mv AT jiribrozovsky stochasticmodelingofstructuralfatiguedamageinhighstrengthsteelstructures
AT martinkrejsa stochasticmodelingofstructuralfatiguedamageinhighstrengthsteelstructures
AT petrlehner stochasticmodelingofstructuralfatiguedamageinhighstrengthsteelstructures
AT premyslparenica stochasticmodelingofstructuralfatiguedamageinhighstrengthsteelstructures
AT stanislavseitl stochasticmodelingofstructuralfatiguedamageinhighstrengthsteelstructures