Optimisation of part orientation and design of support structures in laser powder bed fusion

被引:3
|
作者
Mele, Mattia [1 ]
Campana, Giampaolo [1 ]
Bergmann, Andre [2 ]
机构
[1] Univ Bologna, Dept Ind Engn, Viale Risorgimento 2, I-40136 Bologna, Italy
[2] Fraunhofer Inst Prod Syst & Design Technol, Pascalstr 8-9, D-10587 Berlin, Germany
关键词
Additive manufacturing; Support structures; Part orientation; Laser powder bed fusion; BUILD ORIENTATION; DEPOSITION ORIENTATION; MECHANICAL-PROPERTIES; SURFACE-ROUGHNESS; COST ESTIMATION; PREDICTION; ALGORITHM; FRAMEWORK; ACCURACY; SYSTEM;
D O I
10.1007/s12008-022-00856-7
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Part orientation and support structures are crucial to the quality of metal parts by laser powder bed fusion. Computer-aided solutions for part orientation can be used to support users during the process preparation. In this study, an original computer-aided approach to prepare parts for laser powder bed fusion was formulated and implemented. The proposed method consists of multi-objective optimisation of part orientation and a novel strategy for the simultaneous design of support structures. The automated part orientation optimisation considers both global and local objectives defined by the user. For this purpose, penalty functions measuring the building time, support volume, part distortion, surface roughness and supports contact points are adopted. Unlike in existing methods, the user has the opportunity to define the importance of these aspects in different regions of the part. Such functions are then optimised through a genetic algorithm. The proposed approach was applied to a real product imposing three different sets of objectives. The tested case studies were solved in less than 10 min, providing solutions that satisfied the imposed aims and constraints. Specifically, the results demonstrated that the orientation optimisation can reduce the building time by 68.1% or the material consumption by 66.8%, depending on user requirements. It was also shown how the proposed method can be used to minimise the surface and dimensional error of manufactured parts. The proposed approach allows to manually define the specific design requirements and translate them in terms of manufacturing decisions. This contributes to establishing a fruitful interaction between the user and the developed software during the process design.
引用
收藏
页码:597 / 611
页数:15
相关论文
共 50 条
  • [1] Optimisation of part orientation and design of support structures in laser powder bed fusion
    Mattia Mele
    Giampaolo Campana
    André Bergmann
    [J]. International Journal on Interactive Design and Manufacturing (IJIDeM), 2022, 16 : 597 - 611
  • [2] Automatic determination of part build orientation for laser powder bed fusion
    Qin, Yuchu
    Qi, Qunfen
    Shi, Peizhi
    Scott, Paul J.
    Jiang, Xiangqian
    [J]. VIRTUAL AND PHYSICAL PROTOTYPING, 2021, 16 (01) : 29 - 49
  • [3] Support design of overhanging structure for laser powder bed fusion
    Yang, Gaolin
    Li, Hejie
    Li, Zishan
    Zhu, Zhaoheng
    Liu, Rong
    Zhang, Qunli
    Liu, Yunfeng
    Yao, Jianhua
    [J]. JOURNAL OF MATERIALS RESEARCH AND TECHNOLOGY-JMR&T, 2023, 24 : 8693 - 8702
  • [4] Parametric design optimisation of tree-like support structure for the laser-based powder bed fusion of metals
    Weber, Sebastian
    Montero, Joaquin
    Bleckmann, Matthias
    Paetzold, Kristin
    [J]. JOURNAL OF MANUFACTURING PROCESSES, 2022, 84 : 660 - 668
  • [5] Mechanical performance and design optimisation of metal honeycombs fabricated by laser powder bed fusion
    Afkhami, Shahriar
    Amraei, Mohse
    Gardner, Leroy
    Piili, Heidi
    Wadee, M. Ahmer
    Salminen, Antti
    Bjork, Timo
    [J]. THIN-WALLED STRUCTURES, 2022, 180
  • [6] Support Structures Optimisation for High-Quality Metal Additive Manufacturing with Laser Powder Bed Fusion: A Numerical Simulation Study
    Dimopoulos, Antonios
    Salimi, Mohamad
    Gan, Tat-Hean
    Chatzakos, Panagiotis
    [J]. MATERIALS, 2023, 16 (22)
  • [7] Design and Fabrication of Random Metal Foam Structures for Laser Powder Bed Fusion
    Contuzzi, Nicola
    Campanelli, Sabina Luisa
    Caiazzo, Fabrizia
    Alfieri, Vittorio
    [J]. MATERIALS, 2019, 12 (08):
  • [8] Controlling crack formation and porosity in laser powder bed fusion: Alloy design and process optimisation
    Sabzi, Hossein Eskandari
    Maeng, Suhyun
    Liang, Xingzhong
    Simonelli, Marco
    Aboulkhair, Nesma T.
    Rivera-Diaz-del-Castillo, Pedro E. J.
    [J]. ADDITIVE MANUFACTURING, 2020, 34
  • [9] Tensile behavior of AlSi10Mg overhanging structures fabricated by laser powder bed fusion: Effects of support structures and build orientation
    Yue, Deyu
    Li, Dongming
    Zhang, Xu
    Chen, Bingzhi
    Qin, Ruixian
    Wang, Zhaoyi
    [J]. MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING, 2023, 880
  • [10] An Interactive Web-Based Platform for Support Generation and Optimisation for Metal Laser Powder Bed Fusion
    Dimopoulos, Antonios
    Chryssinas, Giorgos
    Mavroforaki, Dimitra
    Gan, Tat-Hean
    Chatzakos, Panagiotis
    [J]. MATERIALS, 2024, 17 (07)