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Digitale Methoden für die Lebensdauerbewertung am Beispiel hochfester Stähle

Hochfeste Stähle werden in vielen strukturellen Anwendungen eingesetzt. Ein wichtiger Aspekt bei der Bauteilauslegung ist der Ermüdungsfestigkeitsnachweis. Die Schwingfestigkeit hängt von einer Vielzahl von Einflussgrößen ab, wie chemische Zusammensetzung, Wärmebehandlung, Oberflä-cheneigenschaften, Belastungsparameter und weitere. Eine rein experimentelle Bestimmung der Schwingfestigkeitskennwerte in der Bauteil-Design-Phase verursacht hohe Kosten. Daher wird unter-sucht, inwieweit mit Machine Learning Methoden Schwingfestigkeitskennwerte mit einer geeigneten Da-tenbasis vorhergesagt werden können. Ontologiebasierte Wissensgraphen können dabei die Prozess-kette bei der Herstellung verschiedener Materialvarianten und deren Einfluss auf die Eigenschaften beschreiben und…

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Reference: WP-2023-165

Title: Digitale Methoden für die Lebensdauerbewertung am Beispiel hochfester Stähle
Author(s): S. Fliegener, J.M. Dominguez, J. Francisco Morgado, H.-U. Kobialka, T. Kraft, M. Luke, J. Rosenberger, J. Tlatlik
DOI: 10.48447/WP-2023-165
Event: Werkstoffprüfung 2023: Werkstoffe und Bauteile auf dem Prüfstand - Tagung
Year of publication: 2023
Publication type: conference paper (PDF)
Language: German
Keywords: Hochfeste Stähle,Ontologie,Wissensgraph,Machine Learning,Schwingfestigkeit

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€23.36

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1

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€23.36

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€23.36

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€23.36

Online only

Editor(s): Michael Wächter, Julia Beate Langer

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Tagung Werkstoffprüfung 2023 - Werkstoffe und Bauteile auf dem Prüfstand

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€84.11

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€23.36

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€23.36

Online only

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1

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€23.36

Online only

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Untersuchungskonzepte der Zahnradtragfähigkeit im Hochtemperaturbereich

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1

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€23.36

Online only

Author(s): M. Rhode, A. Kromm, T. Mente, D. Czeskleba, D. Brackrock, T. Kannengießer

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1

German

€23.36

Online only

Author(s): M. Jensen, T. Fünfkirchler, R. Masendorf, S. Hübner, S. Wiedehage, A. Esderts, B.-A. Behrens

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Ermüdungsverhalten von warmumgeformten dicken Blechen aus 22MnB5

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€23.36

Online only