TY - JOUR
T1 - Automated verification of 3D manufacturability for steel frame assemblies
AU - An, Shi
AU - Martinez Rodriguez, Pablo
AU - Al-Hussein, Mohamed
AU - Ahmad, Rafiq
N1 - Funding information: The authors would like to dedicate thanks to all personnel involved in the development of FrameX and the steel frame machine prototype. The authors would also like to thank the National Sciences and Engineering Research Council of Canada (NSERC) for financial support (Grant File No. IRCPJ 419145-15).
PY - 2020/10/1
Y1 - 2020/10/1
N2 - The emergence of off-site construction has shifted many construction activities from job sites to controlled factory environments, enabling the extensive use of automated machines in the fabrication of construction-oriented products (such as fame assemblies). When using highly automated machines in agile manufacturing, the process planning becomes the bottleneck since it is mostly manual, experienced-based, and error prone. Even though the manufacturability was proven to be automatically evaluated for 2D wood-framed assemblies, many construction-oriented products, such as steel-framed assemblies, have three-dimensional features that have not yet been accounted for. This paper extends the previously developed 2D framework for 3D applications as required in steel-framed assemblies, in order to automatically check the manufacturability of steel frame assemblies given the building information model (BIM). The proposed system detects intersection regions in a frame assembly and calculates areas that require manufacturing operations, such as fastening with screws. This objective is accomplished with the use of classic techniques commonly used in computational geometry. The proposed framework is validated using a steel frame with commonly encountered geometric features in the machine environment. The result proves that the proposed approach automatically and accurately determines the manufacturing locations of the frame assembly.
AB - The emergence of off-site construction has shifted many construction activities from job sites to controlled factory environments, enabling the extensive use of automated machines in the fabrication of construction-oriented products (such as fame assemblies). When using highly automated machines in agile manufacturing, the process planning becomes the bottleneck since it is mostly manual, experienced-based, and error prone. Even though the manufacturability was proven to be automatically evaluated for 2D wood-framed assemblies, many construction-oriented products, such as steel-framed assemblies, have three-dimensional features that have not yet been accounted for. This paper extends the previously developed 2D framework for 3D applications as required in steel-framed assemblies, in order to automatically check the manufacturability of steel frame assemblies given the building information model (BIM). The proposed system detects intersection regions in a frame assembly and calculates areas that require manufacturing operations, such as fastening with screws. This objective is accomplished with the use of classic techniques commonly used in computational geometry. The proposed framework is validated using a steel frame with commonly encountered geometric features in the machine environment. The result proves that the proposed approach automatically and accurately determines the manufacturing locations of the frame assembly.
KW - Mass customization
KW - Steel framing
KW - Computational geometry
KW - Agile manufacturing
KW - Building information modeling
U2 - 10.1016/j.autcon.2020.103287
DO - 10.1016/j.autcon.2020.103287
M3 - Article
SN - 0926-5805
VL - 118
JO - Automation in Construction
JF - Automation in Construction
M1 - 103287
ER -