一种工业互联网数字场景轻量级模拟方法

By constructing an atomic model library and a directed acyclic causal graph, the scene is decomposed into simulation units for parallel computation, which solves the problems of high resource consumption, poor scalability and weak real-time interaction in existing technologies, and realizes efficient and scalable industrial digital scene simulation.

CN122046994BActive Publication Date: 2026-07-17北京中关村实验室

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
北京中关村实验室
Filing Date
2026-04-13
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing industrial scenario simulation methods are resource-intensive, have poor scalability, and weak real-time interactive capabilities, making it difficult to meet the simulation needs of large-scale, high-real-time scenarios.

Method used

An atomic model library is constructed, including attribute fields, causal rule sets, and state transition graphs. The scenario is decomposed into simulation units for parallel computation through a directed acyclic causal graph. State updates are performed in conjunction with the causal rule sets, and a bidirectional mapping between virtual device instances and external protocols is established to support real-time interaction and parameter correction.

Benefits of technology

It achieves efficient and scalable industrial digital scene simulation, reduces computing resource consumption, ensures simulation accuracy and real-time performance, and improves the interoperability and accuracy of the simulation system with the real industrial environment.

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Abstract

本发明属于工业互联网领域,涉及了一种工业互联网数字场景轻量级模拟方法,旨在解决工业场景模拟方法资源消耗大、扩展性差及实时交互能力弱的问题。该方法包括:构建原子模型库;根据场景描述信息选取原子模型实例化为虚拟设备实例,并依据业务流程构建虚拟设备实例间的有向无环因果图;根据有向无环因果图将数字场景分解为多个模拟单元进行并行计算,并结合因果规则与状态转移图进行状态更新;建立虚拟设备实例属性与外部工业协议地址的双向映射关系,实现与外部系统的实时数据交互和控制指令响应;对原子模型的生成参数进行闭环修正与优化。本发明实现了工业数字场景的高效、高保真、轻量级模拟,显著提升了模拟系统的实时性、灵活性与可靠性。
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