知识图谱在海洋油气设施设计中的应用探讨
Exploring the Application of Knowledge Graphs in the Design of Offshore Oil and Gas Facilities
汤辰飞 1李健 1梁仕学 1崔胜 1李宗泽1
作者信息
摘要
针对海洋油气设施设计过程多学科知识交叉的挑战,分析了自然语言处理、知识抽取等知识图谱技术,提出了知识图谱在海洋油气设施设计中的应用,详细介绍海洋油气设施设计领域知识模型构建、知识模型实例化、智能问答应用构建3个方面应用,实现了知识图谱技术应用于海洋油气设施设计知识管理,提高工程设计效率及创新能力.
Abstract
To address the challenges of interdisciplinary knowledge integration in the design process of offshore oil and gas facilities,this paper analysis natural language processing,knowledge extraction,and other knowledge graph technologies and proposes the application of knowledge graphs in the design of offshore oil and gas facilities.It elaborates on three aspects:knowledge model construction,knowledge model instantiation and the development of intelligent question-and-answer applications.This detailed approach aims to implement knowledge graph technology in knowledge management for offshore oil and gas facility design,ultimately enhancing engineering design efficiency and innovation capabilities.
关键词
海洋油气设施设计/知识图谱/智能问答Key words
offshore oil and gas facilities design/knowledge graph/intelligent question-answering引用本文复制引用
出版年
2024
NETL
NSTL
维普
万方数据