Interdisciplinary Perspectives on Agent-Based Modeling in the Architecture, Engineering, and Construction Industry: A Comprehensive Review

被引:5
|
作者
Mazzetto, Silvia [1 ]
机构
[1] Prince Sultan Univ, Coll Architecture & Design, Dept Architecture, Sustainable Architecture Lab, Riyadh 12435, Saudi Arabia
关键词
agent-based modeling; project management; construction management; safety; sustainability; digital technologies; resource optimization; complex systems; sustainable building practices; resilience; OCCUPANT BEHAVIOR; DIGITAL TWINS; SIMULATION; SYSTEMS; SAFETY; PERFORMANCE; MANAGEMENT; PROJECT; BIM; SUSTAINABILITY;
D O I
10.3390/buildings14113480
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This paper explores the transformative impact of agent-based modeling (ABM) on the architecture, engineering, and construction (AEC) industry, highlighting its indispensable role in revolutionizing project management, construction processes, safety protocols, and sustainability initiatives including energy optimization and occupants' comfort. Through an in-depth review of 178 documents published between 1970 and 2024 on current practices and the integration of ABM with emerging digital technologies, this study underscores the critical importance of ABM in facilitating enhanced decision-making, resource optimization, and complex system simulations. For instance, ABM is shown to reduce project delays by up to 15% through enhanced resource allocation and improve safety outcomes by simulating worker behavior and identifying potential hazards in dynamic construction environments. The results reveal ABM's potential to significantly improve construction methodologies, integrate technological advancements seamlessly, and contribute to the development of sustainable and resilient building practices. Furthermore, this paper identifies key areas for future research, including the exploration of ABM's capabilities in conjunction with other digital innovations to unlock new avenues for efficiency and sustainability in construction. This study sets out a forward-looking agenda for providing this modeling approach to address contemporary challenges and harness opportunities for innovation and growth in the AEC sector.
引用
收藏
页数:42
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