Modular industrial system adaptive generation and conflict self-healing orchestration method based on multi-modal industrial genome and SMT constraint solving
By employing a multimodal industrial gene mapping and SMT constraint solving method, a cross-border equipment integration solution is automatically detected and adaptively generated. This solves the problems of low integration efficiency and high false negative rate in existing technologies, achieving efficient and accurate conflict detection and knowledge accumulation, and improving integration efficiency and self-healing capability.
CN122413611APending Publication Date: 2026-07-17
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Filing Date
- 2026-04-28
- Publication Date
- 2026-07-17
Smart Images
Figure CN122413611A_ABST
Abstract
本发明公开了一种基于多模态工业基因图谱与SMT约束求解的模块化工业系统自适应生成与冲突自愈合编排方法及系统。通过LLM结合OCR从设备技术手册自动提取参数，将设备抽象为参数化函数节点存入图数据库，形成工业基因图谱；调用Z3 SMT求解器对七类约束方程组进行可满足性求解，当结果为UNSAT时精确定位冲突至设备ID级别；检索图谱历史方案经Copy‑on‑Write拓扑重构及二次SMT验证后自动应用，未命中时调用大语言模型API生成建议；最终输出设备拓扑图、物料清单、认证报告及接线说明。本发明将集成方案生成时间从数周缩短至数小时，冲突检测准确率达100%，自愈合成功率不低于98%。
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