摘要
知识图谱在智能制造领域的应用已成为当前研究热点。为了解决现有智能制造知识图谱平台工具分散、架构耦合度较高的问题,提出一种基于微服务的智能制造知识图谱平台架构。智能制造是云制造的核心概念之一,主要适用于工业制造领域。智能制造知识图谱平台聚焦于制造领域数据与知识图谱技术的结合。在该架构设计中,平台包括知识图谱的构建、更新、应用三部分内容,可实现从结构化数据/非结构化数据到知识图谱应用的开发。该设计按照微服务划分原则并结合智能制造领域特点将知识图谱平台进行微服务划分,保证了平台的可用性和可扩展性。
The application of knowledge graph in the field of intelligent manufacturing has become a current research hotspot.To solve the problems of tool fragmentation and high architectural coupling of the existing Intelligent manufacturing platform,an intelligent manufacturing knowledge graph platform architecture based on microservices was proposed.Intelligent manufacturing is one of the core concepts of cloud manufacturing,which is mainly applicable to the industrial manufacturing field.The intelligent manufacturing knowledge graph platform focused on the combination of manufacturing field data and knowledge graph technology.In this architecture design,the platform included the construction,update and application of knowledge graph,which could realize the development from structured data/unstructured data to knowledge graph applications.This design divided the knowledge graph platform into microservices according to the principle of microservice division and the characteristics of the intelligent manufacturing field,which ensured the availability and scalability of the platform.
作者
贾希旺
赵晓东
柳先辉
JIA Xiwang;ZHAO Xiaodong;LIU Xianhui(School of Electronic and Information Engineering,Tongji University,Shanghai 201800,China)
出处
《计算机集成制造系统》
EI
CSCD
北大核心
2024年第5期1856-1867,共12页
Computer Integrated Manufacturing Systems
基金
国家重点研发计划资助项目(2018YFB1703500)。
关键词
知识图谱
微服务
智能制造
knowledge graph
microservices
intelligent manufacturing
