KupferDigital: Ontology-Based Digital Representation for the Copper Life Cycle

IF 3.4 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY
Miriam Eisenbart, Thomas Hanke, Felix Bauer, Hossein Beygi Nasrabadi, Kurt Junghanns, Gordian Dziwis, Ladji Tikana, Ashak Mahmud Parvez, Karl Gerald van den Boogaart, Mohsin Sajjad, Valerie Friedmann, Johannes Preußner, Anantha Narayanan Ramakrishnan, Sandy Klengel, Lars-Peter Meyer, Michael Martin, Ulrich Ernst Klotz, Birgit Skrotzki, Matthias Weber
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引用次数: 0

Abstract

The copper life cycle comprises numerous stages from the alloy production to the manufacturing and usage of engineered parts until recycling. At each step, valuable data are generated and stored; some are transferred to the subsequent stations. A thorough understanding of the materials’ behavior during manufacturing processes or throughout their product lifetime is highly dependent on a reliable data transfer. If, for example, a failure occurs during the service life, information about the manufacturing route can be of decisive importance for detecting the root cause of the failure. Additionally, the life cycle assessment hinges on the availability of data. Recording and storing interoperable structured data is, therefore, a thriving research field with huge implications for the economic strength of the manufacturing industry. In the KupferDigital project, it is demonstrated how an ontology-based data space can be utilized not only as an innovative method for storing and providing interoperable life cycle data but also as a means to enable automated data analysis and evaluation, leading to new insights and the creation of new knowledge using semantic data and technologies. This work illustrates how data recorded at different research facilities can be integrated into one single data space, allowing queries across heterogeneous sources.

Abstract Image

KupferDigital:基于本体的铜生命周期数字表示法
铜的生命周期包括许多阶段,从合金生产到工程部件的制造和使用,直到回收。每一步都生成和存储有价值的数据;有些被转移到后续站点。在制造过程中或整个产品生命周期中对材料行为的透彻理解高度依赖于可靠的数据传输。例如,如果在使用寿命期间发生故障,有关制造路线的信息对于检测故障的根本原因可能具有决定性的重要性。此外,生命周期评估取决于数据的可用性。因此,记录和存储可互操作的结构化数据是一个蓬勃发展的研究领域,对制造业的经济实力有着巨大的影响。在KupferDigital项目中,展示了如何将基于本体的数据空间不仅用作存储和提供可互操作的生命周期数据的创新方法,而且还用作实现自动化数据分析和评估的手段,从而使用语义数据和技术产生新的见解和创造新的知识。这项工作说明了如何将记录在不同研究设施的数据集成到一个单一的数据空间中,从而允许跨异构来源的查询。
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来源期刊
Advanced Engineering Materials
Advanced Engineering Materials 工程技术-材料科学:综合
CiteScore
5.70
自引率
5.60%
发文量
544
审稿时长
1.7 months
期刊介绍: Advanced Engineering Materials is the membership journal of three leading European Materials Societies - German Materials Society/DGM, - French Materials Society/SF2M, - Swiss Materials Federation/SVMT.
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