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A dynamic evolution modeling method for system-level digital twin models based on X Language

  • Kunyu Xie
  • , Lin Zhang*
  • , Bernard P. Zeigler
  • , Kunyu Wang
  • , Pengfei Gu
  • *此作品的通讯作者
  • Beihang University
  • State Key Laboratory of Intelligent Manufacturing System Technology
  • RTSync Corp.

科研成果: 期刊稿件文章同行评审

摘要

With the advancement of industrial equipment towards high precision and high integration, traditional static maintenance modes are no longer sufficient to meet the demands of complex dynamic environments, making dynamic operation and maintenance (O&M) based on Digital Twins (DT) an inevitable trend. However, the construction of a DT system is a complex engineering endeavor involving multiple domains and tools. Breaking the barriers between requirement analysis and system modeling to achieve an integrated implementation—from requirement collection to consistency and evolutionary modeling—remains a critical challenge.To address this issue, this paper proposes an evolutionary modeling method for Digital Twins based on the X Language. First, an evolutionary modeling framework named DT-DEVS is constructed based on the Discrete Event System Specification (DEVS), providing formal definitions for three core evolutionary behaviors: parameter drift, mechanism alteration, and structural mutation. Second, leveraging the X Language, which supports Model-Based Systems Engineering (MBSE), the DT-DEVS framework is syntactically formalized to establish an integrated development environment for requirement analysis, architectural design, and simulation verification. Finally, the proposed method is validated through a case study of a robotic arm end-effector system involving structural evolution. The results demonstrate that the proposed method effectively shortens the DT development cycle and significantly enhances the model's capability to track the dynamic evolutionary processes of physical entities.

源语言英语
文章编号103346
期刊Robotics and Computer-Integrated Manufacturing
103
DOI
出版状态已出版 - 2月 2027

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