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Project MEMAS: ontology-based storage system for manufacturing and simulation data in the field of composite materials

Vinot, Mathieu and Unger, Nicolas and Kamble, Pradnil and Glück, Roland and Toso, Nathalie (2023) Project MEMAS: ontology-based storage system for manufacturing and simulation data in the field of composite materials. Helmholtz Metadata Collaboration Conference 2023, 2023-10-10 - 2023-10-12, Virtuelle Konferenz.

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Certification by Analysis (CbA) holds the promise of cost reduction and time saving in the product certification testing programs for aeronautics and automotive structures. In the particular case of composite structures, the complexity of manufacturing processes and their influence on the product lead to the need of high-fidelity numerical models to depict the actual state of the produced structures and estimate their load-bearing capability individually. Additionally, specific tools should be developed to manage the complex datasets, multiple data structures and data formats produced during the part manufacturing and establish a link to simulation models. In the recent years, the DLR worked on the development of an integrated data management system (IDMS) called shepard for the storage of research data according to the FAIR principles. In its first phase, the project MEMAS aims at developing an ontology for the labelling of manufacturing, testing and simulation data to structure and bridge these different fields in composite engineering. The coupling of the IDMS to a multi-field ontology should enable the creation of high-quality and well-documented datasets, which can be converted into predictive numerical models. This presentation will cover the first project phase and cover the ontology development and its coupling to the IDMS at DLR.

Item URL in elib:https://elib.dlr.de/198099/
Document Type:Conference or Workshop Item (Speech)
Title:Project MEMAS: ontology-based storage system for manufacturing and simulation data in the field of composite materials
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Vinot, MathieuUNSPECIFIEDhttps://orcid.org/0000-0003-3394-5142UNSPECIFIED
Unger, NicolasUNSPECIFIEDhttps://orcid.org/0000-0001-8394-9534UNSPECIFIED
Kamble, PradnilUNSPECIFIEDhttps://orcid.org/0000-0003-1299-4340UNSPECIFIED
Glück, RolandUNSPECIFIEDhttps://orcid.org/0000-0001-7909-1942UNSPECIFIED
Toso, NathalieUNSPECIFIEDhttps://orcid.org/0000-0003-2803-1450UNSPECIFIED
Date:11 October 2023
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In ISI Web of Science:No
Keywords:ontology, manufacturing, simulation, composite parts, database management system
Event Title:Helmholtz Metadata Collaboration Conference 2023
Event Location:Virtuelle Konferenz
Event Type:national Conference
Event Start Date:10 October 2023
Event End Date:12 October 2023
Organizer:Helmholtz Metadata Collaboration
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:Road Transport
DLR - Research area:Transport
DLR - Program:V ST Straßenverkehr
DLR - Research theme (Project):V - FFAE - Fahrzeugkonzepte, Fahrzeugstruktur, Antriebsstrang und Energiemanagement
Location: Stuttgart
Institutes and Institutions:Institute of Structures and Design > Structural Integrity
Institute of Vehicle Concepts > Vehicle Architectures and Lightweight Design Concepts
Institute of Structures and Design > Automation and Quality Assurance in Production
Deposited By: Vinot, Mathieu
Deposited On:17 Oct 2023 10:19
Last Modified:24 Apr 2024 20:58

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