Produktentstehungsprozesse und Datenmanagement: Team
M. Sc. Janosch Luttmer
Forschungsschwerpunkte
- Wissensmanagement: SMART Standards
- Methodenentwicklung und -implementierung in Produktentstehungsprozesse
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Lehre
- Technische Darstellung
- Produktentwurf
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A conceptual MCDA-based framework for machine learning algorithm selection in the early phase of product developmentIn: Proceedings of the Design Society Jg. 4 (2024) S. 2257 - 2266Online Volltext: dx.doi.org/ (Open Access)
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Automatic knowledge graph creation from engineering standards using the example of formulasIn: Proceedings of the Design Society Jg. 4 (2024) S. 423 - 432Online Volltext: dx.doi.org/ (Open Access)
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Automatic identification of role-specific information in product development : a critical review on large language modelsIn: Proceedings of the Design Society Jg. 4 (2024) S. 2009 - 2018Online Volltext: dx.doi.org/ (Open Access)
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Digital Twins for predictive maintenance : A case study for a flexible IT-architecture
The 33rd CIRP Design Conference ; 17.-19.06.2023, Sydney, Australia,In: Procedia CIRP Jg. 119 (2023) S. 152 - 157Online Volltext: dx.doi.org/ (Open Access) -
A framework for the systematic selection of occupational exoskeletons
The 33rd CIRP Design Conference ; 17.-19.06.2023, Sydney, Australia,In: Procedia CIRP Jg. 119 (2023) S. 1134 - 1139Online Volltext: dx.doi.org/ (Open Access) -
A first step towards automatic identification and provision of user-specific knowledge : A verification of the feasibility of automatic text classification using the example of standards
The 33rd CIRP Design Conference ; 17.-19.06.2023, Sydney, Australia,In: Procedia CIRP Jg. 119 (2023) S. 1103 - 1108Online Volltext: dx.doi.org/ (Open Access) -
Requirements extraction from engineering standards : systematic evaluation of extraction techniques
The 33rd CIRP Design Conference ; 17.-19.06.2023, Sydney, Australia,In: Procedia CIRP Jg. 119 (2023) S. 794 - 799Online Volltext: dx.doi.org/ (Open Access) -
A pattern language approach to identify appropriate machine learning algorithms in the context of product development
International Conference on Engineering Design (ICED23), 24-28 July 2023, Bordeaux, France,,In: Proceedings of the Design Society Jg. 3 (2023) S. 365 - 374Online Volltext: dx.doi.org/ (Open Access) -
SMART Standards : Modularization Approach for Engineering StandardsIn: Proceedings of the ASME Design Engineering Technical Conference: Volume 2: 42nd Computers and Information in Engineering Conference (CIE) / ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, August 14-17, 2022, St. Louis, Missouri / Design Engineering Division, American Society of Mechanical Engineers (Hrsg.) 2022 V002T02A065Online Volltext: dx.doi.org/
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Representation and application of digital standards using knowledge graphsIn: Proceedings of the Design Society Jg. 1 (2021) S. 2551 - 2560Online Volltext: dx.doi.org/ (Open Access)
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SMART standards : Concept for the automated transfer of standard contents into a machine-actionable form
31st CIRP Design Conference 2021, 19.-21.05.2021, Virtual,In: Procedia CIRP Jg. 100 (2021) S. 163 - 168Online Volltext: dx.doi.org/ (Open Access) -
Analyse der Benutzer- und Softwareanforderungen bei der Entwicklung eines modularen Software-Frameworks für mechanische Systeme am Beispiel von FahrdynamikmodellenIn: Fünfte IFToMM D-A-CH Konferenz 2019 / 5. IFToMM D-A-CH Konferenz, 26.-27. Februar 2018, Aachen 2019, S. 110 - 117Online Volltext: dx.doi.org/ Online Volltext (Open Access)