Overview of construction simulation approaches to model construction processes

O. Bokor, L. Florez, A. Osborne, Barry J. Gledson
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引用次数: 19

Abstract

Abstract Construction simulation is a versatile technique with numerous applications. The basic simulation methods are discrete-event simulation (DES), agent-based modeling (ABM), and system dynamics (SD). Depending on the complexity of the problem, using a basic simulation method might not be enough to model construction works appropriately; hybrid approaches are needed. These are combinations of basic methods, or pairings with other techniques, such as fuzzy logic (FL) and neural networks (NNs). This paper presents a framework for applying simulation for problems within the field of construction. It describes DES, SD, and ABM, in addition to presenting how hybrid approaches are most useful in being able to reflect the dynamic nature of construction processes and capture complicated behavior, uncertainties, and dependencies. The examples show the application of the framework for masonry works and how it could be used for obtaining better productivity estimates. Several structures of hybrid simulation are presented alongside their inputs, outputs, and interaction points, which provide a practical reference for researchers on how to implement simulation to model construction systems of labor-intensive activities and lays the groundwork for applications in other construction-related activities.
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构建施工过程模型的施工模拟方法综述
摘要施工模拟是一种具有多种应用的通用技术。基本的仿真方法有离散事件仿真(DES)、基于代理的建模(ABM)和系统动力学(SD)。根据问题的复杂性,使用基本的模拟方法可能不足以对建筑工程进行适当的建模;需要混合方法。这些是基本方法的组合,或与其他技术的配对,如模糊逻辑(FL)和神经网络(NN)。本文提出了一个将模拟应用于建筑领域问题的框架。它描述了DES、SD和ABM,此外还介绍了混合方法如何在反映施工过程的动态性质和捕捉复杂行为、不确定性和依赖性方面最有用。实例显示了该框架在砌体工程中的应用,以及如何使用该框架来获得更好的生产力估计。介绍了混合模拟的几种结构及其输入、输出和交互点,为研究人员如何实现模拟以模拟劳动密集型活动的建筑系统提供了实际参考,并为在其他建筑相关活动中的应用奠定了基础。
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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来源期刊
CiteScore
3.10
自引率
0.00%
发文量
8
审稿时长
16 weeks
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