A Novel Assembly Line Balancing Method Based on PSO Algorithm

被引:3
|
作者
Hu, Xiaomei [1 ]
Zhang, Yangyang [1 ]
Zeng, Ning [1 ]
Wang, Dong [1 ]
机构
[1] Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai Key Lab Intelligent Mfg & Robot, Shanghai 200072, Peoples R China
关键词
D O I
10.1155/2014/743695
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Assembly line is widely used in manufacturing system. Assembly line balancing problem is a crucial question during design and management of assembly lines since it directly affects the productivity of the whole manufacturing system. The model of assembly line balancing problem is put forward and a general optimization method is proposed. The key data on assembly line balancing problem is confirmed, and the precedence relations diagram is described. A double objective optimization model based on takt time and smoothness index is built, and balance optimization scheme based on PSO algorithm is proposed. Through the simulation experiments of examples, the feasibility and validity of the assembly line balancing method based on PSO algorithm is proved.
引用
收藏
页数:10
相关论文
共 50 条
  • [21] A genetic algorithm for robotic assembly line balancing
    Levitin, G
    Rubinovitz, J
    Shnits, B
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 168 (03) : 811 - 825
  • [22] Applied Technology In Assembly Line Balancing Based On Genetic Algorithm And Simulation
    Liu, JunSong
    ADVANCED RESEARCH ON MATERIAL SCIENCE, ENVIROMENT SCIENCE AND COMPUTER SCIENCE III, 2014, 886 : 564 - 567
  • [23] Research on the problem of MC assembly line balancing based on genetic algorithm
    Yang, Shuili
    Huang, Weiping
    ADVANCES IN MATERIALS MANUFACTURING SCIENCE AND TECHNOLOGY II, 2006, 532-533 : 1076 - +
  • [24] A Workstation Solution Based Heuristic Algorithm for Assembly Line Balancing Problem
    Yin, Qidong
    Luo, Xiaochuan
    Sun, Jie
    Zhang, Lei
    PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 4010 - 4015
  • [25] Product family assembly line balancing based on an improved genetic algorithm
    Liang Hou
    Yong-ming Wu
    Rong-shen Lai
    Chi-Tay Tsai
    The International Journal of Advanced Manufacturing Technology, 2014, 70 : 1775 - 1786
  • [26] Balancing optimization of garment sewing assembly line based on genetic algorithm
    Zhang X.
    Wang L.
    Chen Y.
    Chen, Yan (yanchen@suda.edu.cn), 1600, China Textile Engineering Society (41): : 125 - 129
  • [27] Machining line balancing of engine cylinder block based on SA-PSO algorithm
    Xu, L. (Lyxu@tongji.edu.cn), 2014, Chinese Society of Agricultural Machinery (45):
  • [28] A balancing method and genetic algorithm for disassembly line balancing
    McGovern, Seamus M.
    Gupta, Surendra M.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 179 (03) : 692 - 708
  • [29] HEURISTIC METHOD FOR MANUFACTURING ASSEMBLY LINE BALANCING
    PANG, CC
    WESTERN ELECTRIC ENGINEER, 1975, 19 (04): : 36 - 45
  • [30] Mixed assembly line evolution balancing based on improved particle swarm algorithm
    Wu Y.
    Dai L.
    Li S.
    Luo L.
    1600, CIMS (23): : 781 - 790