An Optimization Algorithm of PCB Assembly Time for Multi-head Placement Machine

被引:0
|
作者
Liu, Haiming [1 ]
Yuan, Peng [1 ]
Luo, Jiaxiang [1 ]
Zhang, Mei [1 ]
机构
[1] South China Univ Technol, Sch Automat Sci & Engn, Guangzhou 510640, Guangdong, Peoples R China
来源
PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017) | 2017年
关键词
PCB assembly; optimization algorithm; heuristic algorithm; scatter search;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper studies the optimization problem of PCB assembly time for multi-head placement machine. Mathematical model is built and analyzed for the problem, which is of a combinatorial nature and computationally intractable. An optimization algorithm based on heuristic strategy and scatter search method is proposed to minimize the PCB assembly time. By relaxing the restrictions on the problem, the algorithm reduces the assembly time by minimizing cycles of pick-and-place, constructing the simultaneous pickups and optimizing sequence of pick-and-place of components. Numerical experiments were conducted to evaluate the proposed algorithm, along with a comparison with a heuristic algorithm (HA) under strong constraints proposed in existed literature. The results show that the proposed algorithm has better performance in optimization results and can shorten PCB assembly time of multi-head placement machine effectively.
引用
收藏
页码:2876 / 2881
页数:6
相关论文
共 50 条
  • [1] Component Placement Process Optimization for Multi-head Surface Mounting Machine Using a Hybrid Algorithm
    Lin, Cheng-Jian
    Lin, Chun-Hui
    SENSORS AND MATERIALS, 2021, 33 (10) : 3529 - 3545
  • [2] A Modified Tabu Search algorithm for Component Placement Process Optimization of Multi-head Surface Mounting Machine
    Chen Tiemei
    Luo Jiaxiang
    Du Juan
    Hu Yueming
    PROCEEDINGS OF THE 31ST CHINESE CONTROL CONFERENCE, 2012, : 2352 - 2357
  • [3] A Genetic Optimization Approach to Optimize the Multi-head Surface Mount Placement Machine
    Lin, Wei-Qing
    Zhu, Guang-Yu
    INTELLIGENT ROBOTICS AND APPLICATIONS, PT II, PROCEEDINGS, 2008, 5315 : 1003 - 1012
  • [4] Minimizing the number of pickups on a multi-head placement machine
    Knuutila, T.
    Pyottiala, S.
    Nevalainen, O. S.
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2007, 58 (01) : 115 - 121
  • [5] New model and Hybrid Genetic Algorithm for Component Placement of Multi-head Gantry Mount Machine
    Du, Xuan
    Li, Zongbin
    IEEM: 2008 INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-3, 2008, : 790 - 794
  • [6] Feeder assignment optimization algorithm for multi-head mounter
    Peng Yuan
    Yueming Hu
    Haiming Liu
    Hongxia Gao
    Journal of Control Theory and Applications, 2006, 4 (3): : 223 - 228
  • [8] An MILP model and a hybrid evolutionary algorithm for integrated operation optimisation of multi-head surface mounting machines in PCB assembly
    Luo, Jiaxiang
    Liu, Jiyin
    Hu, Yueming
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2017, 55 (01) : 145 - 160
  • [10] A genetic optimization approach to operation of a multi-head surface mounting machine
    Lee, W
    Lee, S
    Lee, B
    Lee, Y
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2000, E83A (09) : 1748 - 1756