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author:

Du, Song (Du, Song.) [1] | Teng, Fei (Teng, Fei.) [2] | Zhuang, Zicheng (Zhuang, Zicheng.) [3] | Zhang, Dong (Zhang, Dong.) [4] | Li, Mingyang (Li, Mingyang.) [5] | Li, Heng (Li, Heng.) [6] | Weng, Yiwei (Weng, Yiwei.) [7]

Indexed by:

EI Scopus SCIE

Abstract:

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.

Keyword:

3D concrete printing Building Information Modeling deep learning rebar reinforcement robot control system

Community:

  • [ 1 ] [Du, Song]Hong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R China
  • [ 2 ] [Teng, Fei]Hong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R China
  • [ 3 ] [Zhuang, Zicheng]Hong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R China
  • [ 4 ] [Li, Heng]Hong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R China
  • [ 5 ] [Weng, Yiwei]Hong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R China
  • [ 6 ] [Zhang, Dong]Fuzhou Univ, Sch Civil & Environm Engn, Fuzhou, Peoples R China
  • [ 7 ] [Li, Mingyang]Nanyang Technol Univ, Singapore Ctr 3D Printing, Singapore, Singapore

Reprint 's Address:

  • [Weng, Yiwei]Hong Kong Polytech Univ, Dept Bldg & Real Estate, Hong Kong, Peoples R China

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Source :

VIRTUAL AND PHYSICAL PROTOTYPING

ISSN: 1745-2759

Year: 2024

Issue: 1

Volume: 19

1 0 . 2 0 0

JCR@2023

Cited Count:

WoS CC Cited Count: 3

SCOPUS Cited Count: 3

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

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