FEM-based real-time task planning for robotic construction simulation

IF 9.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Automation in Construction Pub Date : 2024-12-25 DOI:10.1016/j.autcon.2024.105935
Qingfeng Xu, Aiyu Zhu, Gangyan Xu, Zimu Shao, Junjun Zhang, Hong Zhang
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Abstract

Real-time prefabricated construction faces challenges in robot planning using Building Information Modeling (BIM) due to the need for temporary structure stability. Existing static analysis methods fail to account for dynamic changes and uncertainties. This paper introduces a framework to streamline construction planning, focusing on real-time stability checks for prefabricated structures. Construction procedures are defined in BIM, with structural information automatically transferred to the Finite Element Method (FEM) domain via the BIM-2-FEM converter for stability analysis based on Eurocode standards. Upon successful stability checks, construction is implemented using Robot Operating System (ROS). A case study validates the framework, showcasing improved decision-making, efficiency, and structural integrity through procedures like component assembly and selection optimization. By integrating BIM, FEM, and ROS, this framework enables efficient planning and real-time structural analysis for prefabricated and temporary structures, ultimately enhancing construction productivity and safety.
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基于有限元的机器人施工仿真实时任务规划
由于需要临时结构的稳定性,实时装配式建筑在使用BIM进行机器人规划时面临挑战。现有的静态分析方法不能考虑动态变化和不确定性。本文介绍了一种简化施工规划的框架,重点介绍了装配式结构的实时稳定性校核。施工流程在BIM中定义,结构信息通过BIM-2-FEM转换器自动转移到有限元法(FEM)领域,进行基于欧洲规范标准的稳定性分析。在稳定性检查成功后,使用机器人操作系统(ROS)进行施工。案例研究验证了该框架,展示了通过组件组装和选择优化等过程改进的决策、效率和结构完整性。通过集成BIM、FEM和ROS,该框架能够对预制和临时结构进行有效的规划和实时结构分析,最终提高施工效率和安全性。
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来源期刊
Automation in Construction
Automation in Construction 工程技术-工程:土木
CiteScore
19.20
自引率
16.50%
发文量
563
审稿时长
8.5 months
期刊介绍: Automation in Construction is an international journal that focuses on publishing original research papers related to the use of Information Technologies in various aspects of the construction industry. The journal covers topics such as design, engineering, construction technologies, and the maintenance and management of constructed facilities. The scope of Automation in Construction is extensive and covers all stages of the construction life cycle. This includes initial planning and design, construction of the facility, operation and maintenance, as well as the eventual dismantling and recycling of buildings and engineering structures.
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