基于块的全自主航空增材制造与无偏移预测控制

IF 11.5 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY
Marios-Nektarios Stamatopoulos, Jakub Haluška, Elias Small, Jude Marroush, Avijit Banerjee, George Nikolakopoulos
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引用次数: 0

摘要

提出了一种基于自主块的航空增材制造框架,并提供了推进航空3D打印的实验论证。基于优化的分解算法将结构转换为子组件或块,作为通过依赖关系图协调的单个任务,确保在考虑相互依赖关系和可打印性约束的情况下顺序分配给无人机,以实现无缝执行。专门设计的六旋翼机配备了用于轻质可膨胀泡沫挤压的加压罐,用于以受控的方式沉积材料。为了进一步提高打印的精确执行,考虑了一种无偏移模型预测控制机制,以补偿执行过程中的干扰和地面效应。此外,在分块过程中引入了联锁机制,以增强结构凝聚力和提高层的附着力。大量的实验证明了该框架在构建各种形状的精确结构方面的有效性,同时无缝地适应实际挑战,证明了其在自主构建的空中机器人能力方面的革命性飞跃的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fully autonomous chunk-based aerial additive manufacturing with Offset-free Predictive Control
An autonomous chunk-based aerial additive manufacturing framework is presented, supported with experimental demonstration advancing aerial 3D printing. An optimization-based decomposition algorithm transforms structures into sub-components, or chunks, treated as individual tasks coordinated via a dependency graph, ensuring sequential assignment to UAVs considering inter-dependencies and printability constraints for seamless execution. A specially designed hexacopter equipped with a pressurized canister for lightweight expandable foam extrusion is utilized to deposit the material in a controlled manner. To further enhance precise execution of the printing, an offset-free Model Predictive Control mechanism is considered to compensate reactively for disturbances and ground effect during execution. Additionally, an interlocking mechanism is introduced in the chunking process to enhance structural cohesion and improve layer adhesion. Extensive experiments demonstrate the framework’s effectiveness in constructing precise structures of various shapes, while seamlessly adapting to practical challenges, proving its potential for a transformative leap in aerial robotic capability for autonomous construction.
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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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