Build orientation optimization for multi-part production in additive manufacturing

被引:169
|
作者
Zhang, Yicha [1 ]
Bernard, Alain [1 ]
Harik, Ramy [2 ]
Karunakaran, K. P. [3 ]
机构
[1] Ecole Cent Nantes, IRCCyN, Nantes, France
[2] Univ South Carolina, Sch Engn & Comp, Dept Mech Engn, Ronald E McNAIR Ctr Aerosp Innovat & Res, Columbia, SC USA
[3] Indian Inst Technol, Dept Mech Engn, Bombay, Maharashtra, India
关键词
Build orientation optimization; Multi-part production; AM Feature; Many-objective optimization; Additive manufacturing; MULTIOBJECTIVE OPTIMIZATION; DECISION-MAKING; DIRECTION; SYSTEM;
D O I
10.1007/s10845-015-1057-1
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Build orientation is one of the most important process planning tasks in additive manufacturing (AM) since it directly affects the part quality, build time, cost etc. Many researchers have investigated the orientation optimization problem and proposed numerous solutions. However, former researches only focused on how to find an optimal orientation for one part, but none of the solutions was provided to solve the orientation optimization problem of Multi-part production, where a group of parts in the same build vat or chamber should be optimally-orientated simultaneously. This paper introduces a two-step solution to solve the problem. At first, a feature based method is used to generate a set of finite optimal alternative orientations for each part within a given part group to guarantee each part's individual build quality; then an improved genetic algorithm is applied to search for an optimal combination of part build orientations to minimize the total build time and cost at a global optimal level. A case study of orientating 16 parts simultaneously within a given build chamber is presented for demonstration.
引用
收藏
页码:1393 / 1407
页数:15
相关论文
共 50 条
  • [1] Build orientation optimization for multi-part production in additive manufacturing
    Yicha Zhang
    Alain Bernard
    Ramy Harik
    K. P. Karunakaran
    Journal of Intelligent Manufacturing, 2017, 28 : 1393 - 1407
  • [2] A novel strategy for multi-part production in additive manufacturing
    Jingchao Jiang
    Xun Xu
    Yi Xiong
    Yunlong Tang
    Guoying Dong
    Samyeon Kim
    The International Journal of Advanced Manufacturing Technology, 2020, 109 : 1237 - 1248
  • [3] A novel strategy for multi-part production in additive manufacturing
    Jiang, Jingchao
    Xu, Xun
    Xiong, Yi
    Tang, Yunlong
    Dong, Guoying
    Kim, Samyeon
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2020, 109 (5-6): : 1237 - 1248
  • [4] Optimisation of multi-part production in additive manufacturing for reducing support waste
    Jiang, Jingchao
    Xu, Xun
    Stringer, Jonathan
    VIRTUAL AND PHYSICAL PROTOTYPING, 2019, 14 (03) : 219 - 228
  • [5] Many-objective optimization of build part orientation in additive manufacturing
    Marina A. Matos
    Ana Maria A. C. Rocha
    Lino A. Costa
    The International Journal of Advanced Manufacturing Technology, 2021, 112 : 747 - 762
  • [6] Many-objective optimization of build part orientation in additive manufacturing
    Matos, Marina A.
    Rocha, Ana Maria A. C.
    Costa, Lino A.
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2021, 112 (3-4): : 747 - 762
  • [7] Build Orientation Optimization Problem in Additive Manufacturing
    Rocha, Ana Maria A. C.
    Pereira, Ana I.
    Vaz, A. Ismael F.
    COMPUTATIONAL SCIENCE AND ITS APPLICATIONS (ICCSA 2018), PT II, 2018, 10961 : 669 - 682
  • [9] Combined optimization of part topology, support structure layout and build orientation for additive manufacturing
    Matthijs Langelaar
    Structural and Multidisciplinary Optimization, 2018, 57 : 1985 - 2004
  • [10] Improving additive manufacturing performance by build orientation optimization
    Marina A. Matos
    Ana Maria A. C. Rocha
    Ana I. Pereira
    The International Journal of Advanced Manufacturing Technology, 2020, 107 : 1993 - 2005