Integrated data model for bridges with 3D geometry and maintenance information

IF 9.1 1区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Kenji Nakamura, Yoshinori Tsukada, Toshio Teraguchi, Chikako Kurokawa, Ryuichi Imai
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引用次数: 0

Abstract

The Japanese government has been promoting construction information modeling initiatives, following the example of building information modeling, which has been widely adopted in the construction sector of Western countries. However, progress in preparing and utilizing 3D data for existing structures, which are primarily subject to maintenance and management, has been limited. Previous studies have proposed methods to automatically generate 3D models by capturing the three‐dimensional structure and dimensions of target objects from point clouds obtained through laser scanners. However, these studies do not address the interoperability of various data, and international standard data schemas such as Industry Foundation Classes (IFC) by the International Alliance of Interoperability and CityGML by the Open Geospatial Consortium (OGC) do not define schemas that encompass maintenance and management information, such as inspection results. Therefore, this study proposes a one‐source, multi‐use data schema capable of comprehensively managing both structural and maintenance information for bridges. The proposed data schema complies with international standards by integrating IFC‐Bridge into CityGML, a standard developed by the geospatial information standardization organization OGC. A validation experiment was conducted using drawings, inspection records, and point clouds of bridges in Shizuoka City, demonstrating that the schema can be applied to 20 bridges of four types for three different use cases.
具有三维几何和维护信息的桥梁集成数据模型
日本政府效仿西方国家建筑业广泛采用的建筑信息建模,一直在推动建筑信息建模倡议。然而,在为现有结构准备和利用3D数据方面的进展有限,这些结构主要受维护和管理的影响。以前的研究已经提出了通过激光扫描仪获得的点云中捕获目标物体的三维结构和尺寸来自动生成3D模型的方法。然而,这些研究并没有解决各种数据的互操作性问题,国际标准数据模式(如国际互操作性联盟的工业基础类(IFC)和开放地理空间联盟(OGC)的CityGML)并没有定义包含维护和管理信息(如检查结果)的模式。因此,本研究提出了一种单一来源、多用途的数据模式,能够全面管理桥梁的结构和维护信息。拟议的数据模式通过将IFC - Bridge集成到地理空间信息标准化组织OGC开发的CityGML标准中,从而符合国际标准。使用静冈市桥梁的图纸、检查记录和点云进行验证实验,证明该模式可以应用于三种不同用例的四种类型的20座桥梁。
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来源期刊
CiteScore
17.60
自引率
19.80%
发文量
146
审稿时长
1 months
期刊介绍: Computer-Aided Civil and Infrastructure Engineering stands as a scholarly, peer-reviewed archival journal, serving as a vital link between advancements in computer technology and civil and infrastructure engineering. The journal serves as a distinctive platform for the publication of original articles, spotlighting novel computational techniques and inventive applications of computers. Specifically, it concentrates on recent progress in computer and information technologies, fostering the development and application of emerging computing paradigms. Encompassing a broad scope, the journal addresses bridge, construction, environmental, highway, geotechnical, structural, transportation, and water resources engineering. It extends its reach to the management of infrastructure systems, covering domains such as highways, bridges, pavements, airports, and utilities. The journal delves into areas like artificial intelligence, cognitive modeling, concurrent engineering, database management, distributed computing, evolutionary computing, fuzzy logic, genetic algorithms, geometric modeling, internet-based technologies, knowledge discovery and engineering, machine learning, mobile computing, multimedia technologies, networking, neural network computing, optimization and search, parallel processing, robotics, smart structures, software engineering, virtual reality, and visualization techniques.
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