Semantic Resources for Managing Knowledge in Battery Research

被引:2
作者
Clark, Simon [1 ]
Battaglia, Corsin [2 ,3 ,4 ]
Castelli, Ivano E. [5 ]
Flores, Eibar [1 ]
Gold, Lukas [6 ]
Punckt, Christian [7 ]
Stier, Simon [6 ]
Veit, Philipp [7 ]
机构
[1] SINTEF Ind, Battery Technol, Strindvegen 4, N-7034 Trondheim, Norway
[2] Empa, Swiss Fed Labs Mat Sci & Technol, Ueberland Str 129, CH-8600 Dubendorf, Switzerland
[3] Swiss Fed Inst Technol, Dept Informat Technol & Elect Engn, Gloria Str 35, CH-8092 Zurich, Switzerland
[4] Ecole Polytech Fed Lausanne, Inst Mat, Sch Engn, Stn 15, CH-1015 Lausanne, Switzerland
[5] Tech Univ Denmark, Dept Energy Convers & Storage, Agnes Nielsens Vej 301, DK-2800 Lyngby, Denmark
[6] Fraunhofer Inst Silicate Res ISC, Dept Digital Transformat, Neuner Pl 2, D-97082 Wurzburg, Germany
[7] Karlruhe Inst Technol, Helmholtz Inst Ulm Electrochem Energy Storage HIU, D-89081 Ulm, Germany
关键词
batteries; knowledge bases; linked data; ontology; semantic technologies; ONTOLOGY;
D O I
10.1002/cssc.202500458
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Semantic technology is revolutionizing how the battery research community collaborates. It is becoming even more important as artificial intelligence agents emerge in the field. This article explores the role of semantic resources in advancing battery research by enabling the formalization of knowledge in a way that can be understood by both people and computers. Domain-specific ontologies provide definitive frameworks for structuring knowledge, while open-source software packages enable the creation, validation, manipulation, and sharing of data. To link ontologies with other resources, articles, and multimedia content, a new web-based platform called the Battery Knowledge Base, which provides a centralized hub to enhance knowledge sharing and collaboration, is introduced. In this article, how these semantic tools address critical challenges in knowledge and data management, driving progress in the field, are highlighted.
引用
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页数:12
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