A Photovoltaic System Model Integrating FAIR Digital Objects and Ontologies

Jan Schweikert, K. Stucky, W. Süß, V. Hagenmeyer
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引用次数: 1

Abstract

Smart grids of the future will create and provide huge data volumes, which are subject to FAIR data management solutions when used within the scientific domain and for operation. FAIR digital objects (FDO) provide access to (meta)data, and ontologies explicitly describe metadata as well as application data objects and domains. The present paper proposes a novel approach to integrate FAIR digital objects and ontologies as metadata models in order to support data access for energy researchers, energy research applications, operational applications and energy information systems. As the first example domain to be modeled using an ontology and to get integrated with FAIR digital objects, a photovoltaic system model is selected. For the given purpose, a discussion of existing energy ontologies shows the necessity to develop a new PV ontology. By integration of FDOs, this new PV ontology is introduced in the present paper. Furthermore, the concept of FDOs is integrated with the PV ontology in such a way that it allows for generalization. By this, the present paper contributes to a sustainable data management for smart grid operation, especially for interoperability, by using ontologies and hence unambiguous semantics.
集成FAIR数字对象和本体的光伏系统模型
未来的智能电网将创造并提供巨大的数据量,这些数据量在科学领域和操作中使用时受到FAIR数据管理解决方案的约束。FAIR数字对象(FDO)提供对(元)数据的访问,本体明确地描述元数据以及应用程序数据对象和域。本文提出了一种将FAIR数字对象和本体集成为元数据模型的新方法,以支持能源研究人员、能源研究应用、运营应用和能源信息系统的数据访问。选择光伏系统模型作为第一个用本体建模并与FAIR数字对象集成的实例领域。针对给定的目的,对现有能源本体的讨论表明了开发新的光伏本体的必要性。本文通过对fdo的集成,提出了一种新的PV本体。此外,fdo的概念以一种允许泛化的方式与PV本体集成。因此,本文通过使用本体和明确的语义,有助于智能电网运行的可持续数据管理,特别是互操作性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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