A BIM-enabled robot control system for automated integration between rebar reinforcement and 3D concrete printing
被引:5
作者:
Du, Song
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机构:
Hong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R China
Du, Song
[1
]
Teng, Fei
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机构:
Hong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R China
Teng, Fei
[1
]
Zhuang, Zicheng
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h-index: 0
机构:
Hong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R China
Zhuang, Zicheng
[1
]
Zhang, Dong
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机构:
Fuzhou Univ, Sch Civil & Environm Engn, Fuzhou, Peoples R ChinaHong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R China
Zhang, Dong
[2
]
Li, Mingyang
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h-index: 0
机构:
Nanyang Technol Univ, Singapore Ctr 3D Printing, Singapore, SingaporeHong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R China
Li, Mingyang
[3
]
Li, Heng
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机构:
Hong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R China
Li, Heng
[1
]
Weng, Yiwei
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h-index: 0
机构:
Hong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R China
Weng, Yiwei
[1
]
机构:
[1] Hong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R China
[2] Fuzhou Univ, Sch Civil & Environm Engn, Fuzhou, Peoples R China
[3] Nanyang Technol Univ, Singapore Ctr 3D Printing, Singapore, Singapore
3D concrete printing;
rebar reinforcement;
robot control system;
deep learning;
Building Information Modeling;
MIX DESIGN;
CONSTRUCTION;
PERFORMANCE;
TRENDS;
D O I:
10.1080/17452759.2024.2332423
中图分类号:
T [工业技术];
学科分类号:
08 ;
摘要:
3D concrete printing (3DCP) has attracted significant attention due to the benefits of enhanced productivity and sustainability. However, existing 3DCP techniques face challenges of automation and practicality in integrating conventional rebar reinforcement with printed concrete structures. This study presents an automated robot system coupled with Building Information Modeling (BIM) to address the challenge. Dynamo scripts in BIM were used to generate printing paths, further optimised by a proposed algorithm for incorporating rebar reinforcement. A deep learning model was adopted to identify rebars with large aspect ratios. The average accuracy of rebar recognition is 92.5%, with a position error within 2 mm. A centralised control system was developed for multiple-device communication, including a camera, a robot arm, and a gripper. Finally, a real-time demonstration was conducted, representing the first practical demonstration of an automated robotic system to integrate rebar reinforcement with printed structures using BIM-generated data in the physical world.
机构:
Univ Balamand, Fac Engn, Al Koura, Lebanon
IMT Lille Douai, LGCgE GCE, F-59508 Douai, FranceUniv Balamand, Fac Engn, Al Koura, Lebanon
Baz, Bilal
Aouad, Georges
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h-index: 0
机构:
Univ Balamand, Fac Engn, Al Koura, LebanonUniv Balamand, Fac Engn, Al Koura, Lebanon
Aouad, Georges
Leblond, Philippe
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h-index: 0
机构:
Univ Paris Est, Ctr Sci & Tech Batiment CSTB, 84 Ave Jean Jaures, F-77447 Marne La Vallee 2, Champs Sur Marn, FranceUniv Balamand, Fac Engn, Al Koura, Lebanon
Leblond, Philippe
Al-Mansouri, Omar
论文数: 0引用数: 0
h-index: 0
机构:
IMT Lille Douai, LGCgE GCE, F-59508 Douai, France
Univ Paris Est, Ctr Sci & Tech Batiment CSTB, 84 Ave Jean Jaures, F-77447 Marne La Vallee 2, Champs Sur Marn, FranceUniv Balamand, Fac Engn, Al Koura, Lebanon
机构:
Univ Balamand, Fac Engn, Al Koura, Lebanon
IMT Lille Douai, LGCgE GCE, F-59508 Douai, FranceUniv Balamand, Fac Engn, Al Koura, Lebanon
Baz, Bilal
Aouad, Georges
论文数: 0引用数: 0
h-index: 0
机构:
Univ Balamand, Fac Engn, Al Koura, LebanonUniv Balamand, Fac Engn, Al Koura, Lebanon
Aouad, Georges
Leblond, Philippe
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris Est, Ctr Sci & Tech Batiment CSTB, 84 Ave Jean Jaures, F-77447 Marne La Vallee 2, Champs Sur Marn, FranceUniv Balamand, Fac Engn, Al Koura, Lebanon
Leblond, Philippe
Al-Mansouri, Omar
论文数: 0引用数: 0
h-index: 0
机构:
IMT Lille Douai, LGCgE GCE, F-59508 Douai, France
Univ Paris Est, Ctr Sci & Tech Batiment CSTB, 84 Ave Jean Jaures, F-77447 Marne La Vallee 2, Champs Sur Marn, FranceUniv Balamand, Fac Engn, Al Koura, Lebanon