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Duden, Anna J. und Köhler, Tobias Andreas und Peters, Diana und Redeker, Julian und Girkes, Florian und Bergmann, Jean Pierre und Vietor, Thomas (2022) Similarity analysis of engineer-to-order parts based on a knowledge graph. In: 16th CIRP Conference on Intelligent Computation in Manufacturing Engineering, CIRP ICME 2022. 16th CIRP Conference on Intelligent Computation in Manufacturing Engineering, 2022-07-13 - 2022-07-15, Gulf of Naples, Italy. doi: 10.1016/j.procir.2023.06.009. ISSN 2212-8271.
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Kurzfassung
By estimating manufacturing costs and times at an early design stage, design of a part and production planning can be improved to significantly reduce product costs. Therefore, a concept for automated estimation of costs and times based on similarity analysis is introduced. This concept is based on a semantic and machine-interpretable representation of part geometries, manufacturing processes and machine capabilities stored in a knowledge graph and uses a semantic distance combined with a numerical distance to compare a new part design with already produced parts. With combined similarity measures and information on manufacturing process steps stored in the knowledge graph, it is possible to estimate the expected manufacturing costs and times.
| elib-URL des Eintrags: | https://elib.dlr.de/188672/ | ||||||||||||||||||||||||||||||||
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| Dokumentart: | Konferenzbeitrag (Vortrag) | ||||||||||||||||||||||||||||||||
| Titel: | Similarity analysis of engineer-to-order parts based on a knowledge graph | ||||||||||||||||||||||||||||||||
| Autoren: |
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| Datum: | 2022 | ||||||||||||||||||||||||||||||||
| Erschienen in: | 16th CIRP Conference on Intelligent Computation in Manufacturing Engineering, CIRP ICME 2022 | ||||||||||||||||||||||||||||||||
| Referierte Publikation: | Ja | ||||||||||||||||||||||||||||||||
| Open Access: | Nein | ||||||||||||||||||||||||||||||||
| Gold Open Access: | Nein | ||||||||||||||||||||||||||||||||
| In SCOPUS: | Ja | ||||||||||||||||||||||||||||||||
| In ISI Web of Science: | Nein | ||||||||||||||||||||||||||||||||
| DOI: | 10.1016/j.procir.2023.06.009 | ||||||||||||||||||||||||||||||||
| Name der Reihe: | Procedia CIRP | ||||||||||||||||||||||||||||||||
| ISSN: | 2212-8271 | ||||||||||||||||||||||||||||||||
| Status: | akzeptierter Beitrag | ||||||||||||||||||||||||||||||||
| Stichwörter: | knowledge graph, semantic similarity, similarity measure, ontology, manufacturing, cost prediction, engineer-to-order, design-by-analogy | ||||||||||||||||||||||||||||||||
| Veranstaltungstitel: | 16th CIRP Conference on Intelligent Computation in Manufacturing Engineering | ||||||||||||||||||||||||||||||||
| Veranstaltungsort: | Gulf of Naples, Italy | ||||||||||||||||||||||||||||||||
| Veranstaltungsart: | internationale Konferenz | ||||||||||||||||||||||||||||||||
| Veranstaltungsbeginn: | 13 Juli 2022 | ||||||||||||||||||||||||||||||||
| Veranstaltungsende: | 15 Juli 2022 | ||||||||||||||||||||||||||||||||
| HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||||||||||||||||||||||||||
| HGF - Programm: | Raumfahrt | ||||||||||||||||||||||||||||||||
| HGF - Programmthema: | Technik für Raumfahrtsysteme | ||||||||||||||||||||||||||||||||
| DLR - Schwerpunkt: | Raumfahrt | ||||||||||||||||||||||||||||||||
| DLR - Forschungsgebiet: | R SY - Technik für Raumfahrtsysteme | ||||||||||||||||||||||||||||||||
| DLR - Teilgebiet (Projekt, Vorhaben): | R - Digitale Produktionstechniken für die Raumfahrt | ||||||||||||||||||||||||||||||||
| Standort: | Jena | ||||||||||||||||||||||||||||||||
| Institute & Einrichtungen: | Institut für Datenwissenschaften Institut für Datenwissenschaften > Datenmanagement und -aufbereitung | ||||||||||||||||||||||||||||||||
| Hinterlegt von: | Köhler, Tobias Andreas | ||||||||||||||||||||||||||||||||
| Hinterlegt am: | 02 Nov 2022 09:37 | ||||||||||||||||||||||||||||||||
| Letzte Änderung: | 12 Jul 2024 09:32 |
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- Similarity analysis of engineer-to-order parts based on a knowledge graph. (deposited 02 Nov 2022 09:37) [Gegenwärtig angezeigt]
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