宿主构件空间拓扑约束下的建筑室内数字化交付知识图谱构建与更新方法
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1.同济大学;2.同济大学土木工程学院;3.中铁置业集团上海有限公司

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TU17

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国家重点研发计划(2024YFC3811100);国家自然科学基金面上项(52578373);长三角科技创新共同体联合攻关项(2025CSJGG0020/YDZX20263100004009);中央高校基本科研业务费专项资金资助(2024-1-ZD-02)


Knowledge Graph Construction and Update for Building Interior Digital Delivery Under Host-Component Topological Constraints
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1.Tongji University;2.College of Civil Engineering,Tongji University;3.China Railway Real Estate Group Shanghai Co,Ltd

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    摘要:

    科学的交付管理是建筑工程项目顺利推进的重要保障,基于知识本体的数字化交付方法具有结构化表达与全链条关联的优势,可为高质量验收与高标准交付提供支撑。然而,竣工阶段室内交付要素繁杂、构件关联紧密且耦合度高,现有知识图谱存在信息覆盖率低、责任边界模糊、流程链条不完整等问题,制约工程数字化交付管理。为此,研究提出一套宿主构件空间拓扑关系约束下建筑室内数字化交付知识图谱构建方法,针对竣工交付语义断层与信息不一致问题,提出融合IFC的交付知识表征方法并建立语义本体模型;设计文本结构划分与要素识别的两阶段抽取算法,实现交付实例批量提取,并同步完成与BIM的空间关联与语义对齐;通过图数据库多跳推理检索与GUID去重增量写入,实现BIM定位查询、数据跨源融合及实例增量更新。选择上海浦东新区住宅项目作为验证,面向912个建筑室内交付实体,所建实例抽取算法准确率91.2%、召回率95.1%、抽取了交付实例1352条、对象关系2132项、数据属性9196条,覆盖建筑室内全要素,满足项目交付管理需求。此外,研究成果具备一定拓展性,可为建造全过程数字化交付提供知识底座,亦为建筑行业数字化转型提供方法参考。

    Abstract:

    Scientific delivery management is critical to building project execution. Ontology-based digital delivery supports structured representation and end-to-end linkage for acceptance and handover. However, interior handover during completion involves numerous elements with tightly coupled spatial relations, while existing knowledge models show limited coverage, unclear responsibility boundaries, and incomplete process chains. A knowledge modeling approach for interior digital delivery under host-component spatial topological constraints is proposed. An IFC-integrated ontology is developed to resolve semantic discontinuities and information inconsistencies. A two-stage extraction algorithm enables batch instance acquisition and synchronizes spatial linkage with BIM-based semantic alignment. Multi-hop graph reasoning, combined with GUID-based deduplication and incremental writing, supports location queries, cross-source fusion, and instance updates. The method was validated on 912 interior deliverables from a furnished residential project in Pudong New Area, Shanghai, where 91.2% precision and 95.1% recall were achieved, with 1,352 instances, 2,132 relations, and 9,196 data properties generated. The method is extensible and can support lifecycle digital delivery and industry digital transformation.

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卢昱杰,王硕,杨川,等. 宿主构件空间拓扑约束下的建筑室内数字化交付知识图谱构建与更新方法[J]. 科学技术与工程, , ():

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  • 收稿日期:2026-04-09
  • 最后修改日期:2026-06-15
  • 录用日期:2026-07-27
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