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All-Automatic 3D BIM Modeling of Existing Buildings

机译:既有建筑物的全自动3D BIM建模

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摘要

In order to ensure a reliable building life cycle management, it is essential to generate an accurate and up-to-date referential mock-up that will be used for renovation, extension and maintenance. Based on this statement, we carried out, in a previous work, a research study in the sake of reconstructing a 3D CAD model from a point cloud acquired using a Lidar. This point cloud is processed automatically to detect planes and contours and to generate the 3D CAD model. However, during the life cycle of the project, different actors from different fields intervene on the building, which creates several communication conflicts, and this means a loss of time, energy and money. In order to ensure a constructive collaboration and a simplified data exchange between the different contributors in the building, we continued our work to propose, in this paper, an automatic conversion of a point cloud to a 3D BIM file. This conversion induces the passage to the standard IFC format and the integration of a valuable knowledge in it. To do so, an automatic classification of contours into architectural elements is proposed. It consists in defining a hierarchical classification rule reproducing the human reasoning for classifying the architectural elements. Then, based on the classified set of polygons, an automatic generation of 3D IFC model is proposed.
机译:为了确保可靠的建筑生命周期管理,必须生成准确且最新的参考模型,以用于翻新,扩建和维护。基于此陈述,我们在先前的工作中进行了一项研究研究,目的是从使用激光雷达获得的点云中重建3D CAD模型。该点云将被自动处理以检测平面和轮廓并生成3D CAD模型。但是,在项目的生命周期中,来自不同领域的不同参与者干预了建筑物,这造成了多次通信冲突,这意味着时间,精力和金钱的损失。为了确保建筑物中不同参与者之间的建设性协作和简化的数据交换,我们继续进行工作,以在本文中提出将点云自动转换为3D BIM文件的建议。这种转换促使人们转换为标准的IFC格式,并在其中整合了宝贵的知识。为此,提出了将轮廓自动分类为建筑元素的建议。它包括定义一个层次分类规则,该规则重现了人类对建筑元素进行分类的推理。然后,基于多边形的分类集合,提出了自动生成3D IFC模型的方法。

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