电子护照是数字孪生的基础

D. Topolsky, A. Belyakov, Veronica Pochinskaia
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引用次数: 1

摘要

在决策支持系统开发过程中,研究对象描述的相关性、质量和完整性等方面存在数据异质性问题。解决这一问题的方法是基于数据湖技术的数字孪生实现。这项工作的目的是创建一个电子护照(e-passport)的原型材料,作为其数字孪生的基础。数字孪生将包含一组有关组成、结构、计算和实验测量性质、参与化学反应组成、构建模型和“结构-性质”模式的数据。提出将特定材料或化合物的信息组合成一个信息结构——研究对象的电子护照。同时,最好将电子护照视为对象的综合描述,包括研究对象的原子-分子系统的静态和动态参数信息。电子护照作为信息对象,提供了有关物质组成、结构、计算和实验测量性质、元素参与化学反应组成、构建模型和“结构-性质”模式的系统数据,从而作为一种泛化工具,方便用户呈现材料数字孪生数据库中可用的信息。
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Electronic Passport as the Basis of the Digital Twin
During the process of decision support system development there is a problem associated with the heterogeneity of the data in terms of relevance, quality and completeness of the research objects description. The solution to this problem is digital twins based on data lake technology implementation. The aim of the work is to create a prototype of an electronic passport (e-passport) of materials as the basis of their digital twin. The digital twin is to contain a set of data on the composition, structure, calculated and experimentally measured properties, participation in the composition of chemical reactions, constructed models and "structure-property" patterns as well. It is proposed to combine the information on a specific material or compound into an information structure — electronic passports of the research object. At the same time, it is advisable to consider the electronic passport as a comprehensive description of the object, including information about the static and dynamic parameters of the atomic-molecular system of the research object. The e-passport as an information object gives a systematic data on the composition of a substance, structure, calculated and experimentally measured properties, the participation of elements in the composition of chemical reactions, constructed models and "structure-property" patterns, thus acting as a generalizing tool convenient for users to present information available in the database of digital twins of materials.
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