Conceptualizing a Digital Twin Architecture for Enhanced Control in Precast Concrete Production

被引:0
作者
Cole, Amanda [1 ]
Sianaki, Omid Ameri [1 ]
Shee, Himanshu [1 ]
机构
[1] Victoria Univ, Sch Business, Melbourne, Vic, Australia
来源
COMPLEX, INTELLIGENT AND SOFTWARE INTENSIVE SYSTEMS, CISIS-2024 | 2024年 / 87卷
关键词
D O I
10.1007/978-3-031-70011-8_24
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes a novel Digital Twin (DT) architecture tailored for the precast concrete manufacturing process, focusing on optimizing temperature and moisture control during curing. By integrating a detailed case study from a leading construction company in Melbourne, Australia, the study outlines the application of advanced IoT sensors, machine learning algorithms, and simulation technologies to improve operational efficiencies and ensure product compliance with industry standards. The architecture is designed to provide real-time insights and proactive adjustments, enhancing the quality and sustainability of precast concrete products. This research contributes to the digital transformation of construction practices by offering a scalable and precise DT framework that supports the entire lifecycle of precast concrete elements.
引用
收藏
页码:261 / 272
页数:12
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