Computational design synthesis for Fabrication-Aware assembly problems using building objects with dimensional variations

被引:1
|
作者
Zhang, Yu [1 ]
Shea, Kristina [1 ]
机构
[1] Swiss Fed Inst Technol, Engn Design & Comp Lab, Tannenstr 3, CH-8092 Zurich, Switzerland
基金
瑞士国家科学基金会;
关键词
Assembly problem; Dimensional variation; Binning strategy; Combinatorial optimization; In-situ masonry construction; Rigid body equilibrium; OPTIMIZATION; RELIABILITY; UNCERTAINTY; INTERVAL;
D O I
10.1016/j.aei.2022.101621
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
State-of-the-art computational design approaches for designing the assembly of a structure often rely on highprecision building objects, which can be difficult and costly to fabricate. To consider a wider range of construction materials and fabrication processes, e.g. low-cost 3D printing and brick making, this research introduces a novel computational design method for fabrication-aware assembly problems using existing building components with dimensional variations. Given a finite set of building objects, this study develops a statistical preprocessing approach and a modified pattern search with an efficient integer linear programming method to generate the assembly of a target structure, such that it is statically stable and optimized for geometric smoothness and space utilization. In two case studies, the proposed algorithm exhibits significantly better boundary fitting and space utilization compared with a genetic algorithm and a standard pattern search method and lower computational cost compared with a genetic algorithm.
引用
收藏
页数:17
相关论文
共 3 条
  • [1] Fabrication-aware design of architectural envelopes using surfaces with planar curvature lines
    Tellier, Xavier
    Douthe, Cyril
    Hauswirth, Laurent
    Baverel, Olivier
    IASS 60TH ANNIVERSARY SYMPOSIUM (IASS SYMPOSIUM 2019) - 9TH INTERNATIONAL CONFERENCE ON TEXTILE COMPOSITES AND INFLATABLE STRUCTURES (STRUCTURAL MEMBRANES 2019), 2019, : 728 - 735
  • [2] Fabrication-Aware Design Method and Experimental Assessment of a Segmented Concrete Pedestrian Bridge Using SPI Technology
    Schneider, Philip
    Dietrich, Sebastian
    Richter, Christiane
    Asl, Reza Najian
    Strasser, Alexander
    Kraenkel, Thomas
    Bletzinger, Kai-Uwe
    Gehlen, Christoph
    Kloft, Harald
    D'Acunto, Pierluigi
    Doerfler, Kathrin
    FOURTH RILEM INTERNATIONAL CONFERENCE ON CONCRETE AND DIGITAL FABRICATION, DC 2024, 2024, 53 : 362 - 369
  • [3] Exploration of the directed self-assembly based nano-fabrication design space using computational simulations
    Latypov, Azat
    Preil, Moshe
    Schmid, Gerard
    Xu, Ji
    Yi, He
    Yoshimoto, Kenji
    Zou, Yi
    ALTERNATIVE LITHOGRAPHIC TECHNOLOGIES V, 2013, 8680