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Modeling and model-driven of holonomic system based on mbse: A case of internet of things platform

  • Hao Yang
  • , Chun Zhao
  • , Nana Shen
  • , Whenzheng Liu
  • , Lin Zhang
  • Beijing Information Science & Technology University
  • Tsinghua University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

By integrating the Internet of Things, artificial intelligence, 5G, and other new-generation electronic information technologies, the fourth industrial Revolution represented by intelligent manufacturing and industrial internet is promoted, which is the era of comprehensive intelligent industry 4.0. As a key technology of the industrial Internet, the Internet of Things (IoT) connects intelligent manufacturing complex systems and machines with built-in sensors to the network for real-Time data collection, transmission, processing, and feedback, to optimize device management and production efficiency. With the increasing number and variety of IoT devices, improving the scalability and maintainability of IoT systems is a challenging demand and requires continuous efforts. This paper proposes an architecture of IoT platform based on Model-Based Systems Engineering (MBSE). In this architecture, a modeling method based on Integrated Modeling language and a model-driven method for cloud-edge collaboration platform is further proposed. The standardization, readability, and reusability of the model are used to drive the device expansion and management. The characteristics of interaction behaviours between cloud and edges are extracted, and models of Holonomic System are built by an integrated modeling language, called X language. Block Definition Diagram (BDD) of X language is used to build the static models of IoT devices and drive the platform to manage the devices. State Machine Diagram (SMD) of X language is used to build the dynamic models of process between the edges and cloud, and drive the processes of the platform. Through experiments and analysis, the feasibility and effectiveness of the X-Language-driven IoT platform are verified.

源语言英语
主期刊名Manufacturing Processes; Manufacturing Systems
出版商American Society of Mechanical Engineers
ISBN(电子版)9780791885819
DOI
出版状态已出版 - 2022
活动ASME 2022 17th International Manufacturing Science and Engineering Conference, MSEC 2022 - West Lafayette, 美国
期限: 27 6月 2022 → 1 7月 2022

丛书

姓名Proceedings of ASME 2022 17th International Manufacturing Science and Engineering Conference, MSEC 2022
卷2

会议

会议ASME 2022 17th International Manufacturing Science and Engineering Conference, MSEC 2022
国家/地区美国
市West Lafayette
时期27/06/22 → 1/07/22

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