Toward a Unified Description of Battery Data
| العنوان: | Toward a Unified Description of Battery Data |
|---|---|
| المؤلفون: | Simon Clark, Francesca L. Bleken, Simon Stier, Eibar Flores, Casper Welzel Andersen, Marek Marcinek, Anna Szczesna‐Chrzan, Miran Gaberscek, M. Rosa Palacin, Martin Uhrin, Jesper Friis |
| المساهمون: | European Commission, Ministerio de Ciencia, Innovación y Universidades (España), Clark, Simon [0000-0002-8758-6109], Bleken, Francesca L. [0000-0001-8869-3718], Stier, Simon [0000-0003-0410-3616], Flores, Eibar [0000-0003-2954-1233], Andersen, Casper Welzel [0000-0002-2547-155X], Marcinek, Marek [0000-0002-7534-0849], Szczesna-Chrzan, Anna [0000-0002-0595-2030], Gaberscek, Miran [0000-0002-8104-1693], Palacín, M. Rosa [0000-0001-7351-2005], Uhrin, Martin [0000-0001-6902-1289], Friis, Jesper [0000-0002-1560-809X], Publica, Clark, Simon, Bleken, Francesca L., Stier, Simon, Flores, Eibar, Andersen, Casper Welzel, Marcinek, Marek, Szczesna-Chrzan, Anna, Gaberscek, Miran, Palacín, M. Rosa, Uhrin, Martin, Friis, Jesper |
| المصدر: | Advanced Energy Materials Digital.CSIC. Repositorio Institucional del CSIC instname Clark, S, Bleken, F L, Stier, S, Flores, E, Andersen, C W, Marcinek, M, Szczesna-Chrzan, A, Gaberscek, M, Palacin, M R, Uhrin, M & Friis, J 2022, ' Toward a Unified Description of Battery Data ', Advanced Energy Materials, vol. 12, no. 17, 2102702 . https://doi.org/10.1002/aenm.202102702 |
| بيانات النشر: | Wiley, 2021. |
| سنة النشر: | 2021 |
| مصطلحات موضوعية: | standardization, Big Data, batteries, Renewable Energy, Sustainability and the Environment, Ontology, Cheminformatics, cheminformatics, battery passport, interoperability, Battery passports, Interoperability, Standardization, Battery technology, Computer technology: 551 [VDP], Batteries, Ontologi, Datateknologi: 551 [VDP], General Materials Science, ontology, Batteriteknologi, Semantic web, Semantic Web |
| الوصف: | Battery research initiatives and giga-scale production generate an abundance of diverse data spanning myriad fields of science and engineering. Modern battery development is driven by the confluence of traditional domains of natural science with emerging fields like artificial intelligence and the vast engineering and logistical knowledge needed to sustain the global reach of battery Gigafactories. Despite the unprecedented volume of dedicated research targeting affordable, high-performance, and sustainable battery designs, these endeavours are held back by the lack of common battery data and vocabulary standards, as well as, machine readable tools to support interoperability. An ontology is a data model that represents domain knowledge as a map of concepts and the relations between them. A battery ontology offers an effective means to unify battery-related activities across different fields, accelerate the flow of knowledge in both human- and machine-readable formats, and support the integration of artificial intelligence in battery development. Furthermore, a logically consistent and expansive ontology is essential to support battery digitalization and standardization efforts, such as, the battery passport. This review summarizes the current state of ontology development, the needs for an ontology in the battery field, and current activities to meet this need. The authors acknowledge BATTERY 2030+ funded by the European Union's Horizon 2020 research and innovation programme under Grant Agreement No. 957213 and the project BIG-MAP with funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 957189. With funding from the Spanish government through the ‘Severo Ochoa Centre of Excellence’ accreditation (CEX2019-000917-S). |
| وصف الملف: | application/pdf |
| اللغة: | English |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::57b189e77af8852c4c8fc3d0882bd91e https://hdl.handle.net/11250/3015269 |
| حقوق: | OPEN |
| رقم الأكسشن: | edsair.doi.dedup.....57b189e77af8852c4c8fc3d0882bd91e |
| قاعدة البيانات: | OpenAIRE |
| الوصف غير متاح. |