Impact of Industry 4.0 in Architecture and Cultural Heritage

C. Mirarchi, A. Pavan, Beniamino Di Martino, A. Esposito
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引用次数: 7

Abstract

Building Information Modelling (BIM) is recognized as the central mean in the digitalization process of the construction sector affecting both the technological and the organizational levels. The use of information models can empower communication capabilities thus addressing one of the main development directions of industry 4.0. However, several issues can be highlighted in the representation of objects through information models especially in the case of existing and/or historical buildings. This chapter proposes an extensive analysis of the use of BIM for existing assets exploring the recent development in the area of machine learning and in the use of ontologies to overcome the existing issues. It will provide a structured presentation of existing works and of perspectives in the use of ontologies, expert systems, and machine learning application in architecture and cultural heritage focusing on communication and data use in digital environments along the industry 4.0 paradigm.
工业4.0对建筑和文化遗产的影响
建筑信息模型(BIM)被认为是建筑行业数字化过程中的核心手段,影响着技术和组织层面。信息模型的使用可以增强通信能力,从而解决工业4.0的主要发展方向之一。然而,在通过信息模型表示对象时,特别是在现有和/或历史建筑的情况下,可以突出几个问题。本章提出了对现有资产使用BIM的广泛分析,探讨了机器学习领域的最新发展以及使用本体来克服现有问题。它将提供现有作品的结构化展示,以及在建筑和文化遗产中使用本体、专家系统和机器学习应用的观点,重点关注工业4.0范式下数字环境中的通信和数据使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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