在自动化高科技生产管理中利用数字孪生技术

S. P. Kovalyov
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引用次数: 0

摘要

本文讨论了工业 4.0 企业中基于制造过程和产品数字孪生的工业生产管理。定义了在生产周期中应用数字孪生的原则。我们介绍了一个集成自动化生产管理系统的结构示例,其中包括数字孪生和其他一些系统。说明了数字孪生在该系统中的功能。考虑了在企业设计和建设过程中数字孪生的形成和发展顺序。在为企业设计收集需求和制定技术规范的初始阶段,我们建议创建一个生产周期的近似模拟模型,以便对关键需求进行可行性评估。在企业生命周期的后续阶段,仿真模型将被充实为一个完整的数字孪生模型,并与管理系统的其他组件一起使用。我们的研究表明,数字孪生模型的开发可以利用范畴理论的数学工具,以高度的形式严谨性和自动化进行。为此,我们引入了一种名为 "灵活的多项式类别"(flexible multicomma category)的新结构,它代表了 ISO/IEC/IEEE 42010 标准意义上从给定视角出发的所有可能的企业架构变体。一个灵活的 multicomma 是由一个签名定义的,签名由函数组成,这些函数代表了所选视角下的架构组件。我们证明,从签名衍生出的任何固定形状的多标准件都可以嵌入到灵活的多标准件中。
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Leveraging Digital Twin in Automated High-Tech Production Management
   The paper discusses industrial production management in an Industry 4.0 enterprise based on digital twins of manufacturing process and products. The principles of applying digital twins in the production cycle are defined. We present an example structure of an integrated automated production management system that includes the digital twins and a number of other systems. The functions of digital twins in such a system are indicated. The order of formation and development of digital twins in the course of the enterprise design and construction is considered. At the initial stage of collecting requirements and drawing up technical specifications for the enterprise design, we propose to create an approximate simulation model of the production cycle, which allows the feasibility assessment of key requirements. At the subsequent stages of the enterprise life cycle, the simulation model is enriched up to a full-fledged digital twin and augmented with other components of the management system. We show that the digital twin development can be performed at a high level of formal rigor and automation utilizing the mathematical device of category theory. For this purpose, the novel construction called flexible multicomma category is introduced, representing all possible enterprise architecture variants from a given viewpoint in the sense of the ISO/IEC/IEEE 42010 standard. A flexible multicomma is defined by a signature composed of functors that represent the architecture components from the selected viewpoint. We prove that a multicomma of any fixed shape derived from the signature is embedded into the flexible multicomma.
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来源期刊
Mekhatronika, Avtomatizatsiya, Upravlenie
Mekhatronika, Avtomatizatsiya, Upravlenie Engineering-Electrical and Electronic Engineering
CiteScore
0.90
自引率
0.00%
发文量
68
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