铁道技术标准(中英文)2024,Vol.6Issue(8) :23-31.

基于知识图谱的隧道智能施工系统构建研究

Research on Construction of Tunnel Intelligent Construction System Based on Knowledge Graph

李佳玉 江若飞 王荣波 尹逊霄 卢文龙
铁道技术标准(中英文)2024,Vol.6Issue(8) :23-31.

基于知识图谱的隧道智能施工系统构建研究

Research on Construction of Tunnel Intelligent Construction System Based on Knowledge Graph

李佳玉 1江若飞 1王荣波 1尹逊霄 1卢文龙1
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作者信息

  • 1. 中国铁道科学研究院集团有限公司 电子计算技术研究所,北京 100081;中国铁道科学研究院集团有限公司BIM软件铁路行业重点实验室,北京 100081
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摘要

智慧工地管理系统是智能建设的核心,针对隧道工地数据复杂、体量大、结构多变等问题,提出了以施工场景为导向的智慧隧道工地管理系统构建策略和优化路径.系统明确隧道施工场景的标准化业务要素,形成全流程管理场景和施工策略优化服务场景,提高施工效率和质量,降低风险和成本.基于施工场景业务需求,设计智慧工地管理系统的总体架构,依托知识图谱技术进行数据关联关系分析、施工流程分析等,实现对施工各环节的智能化管理.通过该系统及其信息深度挖掘、问题智能处理、流程优化的功能,助力施工现场智能化升级,实现数据资源的有效利用和转化.

Abstract

The smart construction site management system is the core of intelligent construction.In response to the current issues in tunnel construction sites,such as complex data sources,massive data volumes,variable structures,diverse and complex construction designs,low information utilization rates,and insufficient intelligence,this paper proposes a construction strategy and optimization path for a smart tunnel construction site management system oriented towards construction scenarios.It defines the standardized business elements of tunnel construction scenarios from both construction management and strategic optimization perspectives,forming management scenarios that cover the entire process of tunnel construction and service scenarios for optimizing construction strategies.This aids in improving construction efficiency and quality,reducing risks and costs;based on the business needs of construction scenarios,the overall architecture of the smart construction site management system is designed.Relying on knowledge graph technology,it conducts data correlation analysis,construction process analysis,and research on key technologies,deeply mining the value of data to achieve intelligent management in all aspects of construction.For each segment of construction combined with business requirements,an intelligent construction management platform system is built for deep data mining,intelligent problem-solving,and process optimization.This aids in the intelligent upgrading of the construction site and realizes the effective utilization and transformation of data resources.

关键词

知识图谱/隧道施工/信息挖掘/智慧工地

Key words

knowledge graph/tunnel construction/information mining/smart construction site

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出版年

2024
铁道技术标准(中英文)

铁道技术标准(中英文)

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