Optimal design of weld pattern in sheet metal assembly based on a genetic algorithm

被引:0
|
作者
Y. Gene Liao
机构
[1] Wayne State University,
关键词
Genetic algorithm; Optimization; Sheet-metal assembly ; Welding location; Weld pattern;
D O I
暂无
中图分类号
学科分类号
摘要
In the sheet metal assembly process, welding operations join two or more sheet metal parts together. Since sheet metals are subject to dimensional variation resulting from manufacturing randomness, a gap may be generated at each weld pair prior to welding. These gaps are forced to close during the welding operation and accordingly undesirable structural deformation results. Optimizing the welding pattern (the number and locations of weld pairs) in the assembly process was proven to improve significantly the quality of the final assembly. This paper presents a genetic-algorithm-based optimization method to search automatically for the optimal weld pattern so that assembly deformation is minimized. The application result for a real industrial part demonstrated that the proposed algorithm effectively achieved the objective.
引用
收藏
页码:512 / 516
页数:4
相关论文
共 50 条
  • [21] Optimal Design of Grounding Grids Based on Genetic Algorithm
    Yang Yi-min
    Peng Min-fang
    Hong Hai-tao
    Yuan Yue-hua
    THIRD INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTING, 2009, : 129 - +
  • [22] A Genetic Algorithm Based Approach to Search Optimal Assembly Sequences for Autonomous Robotic Assembly
    Zhao, Qianli
    Mu, Jiayi
    Yang, Feiling
    Li, Ting
    Wang, Ying
    IEEE SOUTHEASTCON 2014, 2014,
  • [23] Optimal process design of sheet metal forming for minimum springback using an evolutionary algorithm
    Tan, H
    Liew, KM
    Ray, T
    Tan, MJ
    SIMULATION OF MATERIALS PROCESSING: THEORY, METHODS AND APPLICATIONS, 2001, : 723 - 727
  • [24] A genetic algorithm for generating optimal assembly plans
    Lazzerini, B
    Marcelloni, F
    ARTIFICIAL INTELLIGENCE IN ENGINEERING, 2000, 14 (04): : 319 - 329
  • [25] Research of Relief Pattern Design Based on Improved Genetic Algorithm
    Tang, Luxin
    Yao, Huan
    Zhang, Zhijun
    Liu, Jun
    2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION WORKSHOP: IITA 2008 WORKSHOPS, PROCEEDINGS, 2008, : 459 - 462
  • [26] Test pattern generator design optimization based on genetic algorithm
    Garbolino, Tomasz
    Papa, Gregor
    NEW FRONTIERS IN APPLIED ARTIFICIAL INTELLIGENCE, 2008, 5027 : 580 - +
  • [27] Optimal Design of FIR Filter Based on Hybred Genetic Algorithm
    Zhu Xia
    Zhang Yu-lin
    INTERNATIONAL CONFERENCE OF CHINA COMMUNICATION (ICCC2010), 2010, : 148 - 151
  • [28] Optimal design of grounding grid based on improved genetic algorithm
    School of Electrical Engineering, Southwest Jiaotong University, Chengdu 610031, China
    不详
    Xinan Jiaotong Daxue Xuebao, 2007, 2 (169-174):
  • [29] A parallel optimal statistical design method based on genetic algorithm
    Wu, KY
    Shen, Y
    Chen, RMM
    Wu, A
    ISCAS 96: 1996 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS - CIRCUITS AND SYSTEMS CONNECTING THE WORLD, VOL 4, 1996, : 477 - 480
  • [30] Optimal Building Frame Column Design Based on the Genetic Algorithm
    Shen, Tao
    Nagai, Yukari
    Gao, Chan
    CMC-COMPUTERS MATERIALS & CONTINUA, 2019, 58 (03): : 641 - 651