Numerical simulation and welding parameters optimization for minimum deformation of AHSS based on RSM & QGA

被引:6
|
作者
Yan, Tian [1 ]
Guo, Yong-Huan [1 ]
Fan, Xi-Ying [1 ]
Zhang, Liang [1 ]
Zhu, Yu-Bin [1 ]
机构
[1] Jiangsu Normal Univ, Sch Mech & Elect Engn, Xuzhou 221116, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
numerical simulation; parameters optimization; response surface method; quantum genetic algorithm; AHSS; CRACK GROWTH-RATE; RESIDUAL-STRESS; LASER; SEQUENCE; MODEL; GAS;
D O I
10.1088/2053-1591/ab4f02
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Dual-phase (DP) steel is a kind of advanced high strength steel (AHSS) and is widely used in the automobile industry. However, the method of optimizing welding parameters through practical production is time-consuming and the optimal solution would be ignored easily. The temperature field, residual stress field and deformation of DP780 during welding process are studied by numerical simulation. Results show that the double ellipsoid heat source model selected in this study is consistent with the actual production. The temperature field around the welding line is elliptical. At the same time, the residual stress and deformation on the surface of the component are symmetric about the welding line. The residual stress at the start point of welding line is the largest, and the largest residual stress is about 500 MPa. At the same time, the largest deformation appears in the welding line, and the largest deformation is 0.85 mm. Additionally, a new method of parameter optimization based on response surface method (RSM) & quantum genetic algorithm (QGA) is proposed to reduce the deformation effectively. The verification also shows the effectiveness of the method with an error of 1.37%.
引用
收藏
页数:15
相关论文
共 50 条
  • [21] Numerical Simulation Analysis of Deformation in TIG Welding of I-Steel
    Meng, Lingli
    Huang, Yanqun
    Liu, Ming
    MANUFACTURING PROCESS TECHNOLOGY, PTS 1-5, 2011, 189-193 : 2196 - 2199
  • [22] Numerical simulation of welding deformation of a large carriage side-wall
    Yan, Junxia
    Wang, Jun
    Zhao, Chenyang
    Liu, Limin
    Hanjie Xuebao/Transactions of the China Welding Institution, 2009, 30 (05): : 109 - 112
  • [23] Numerical simulation of welding deformation of the middle beam of the container flat car
    Li Y.-N.
    Xie S.-M.
    Li X.-F.
    Zhao W.-Z.
    Tiedao Xuebao/Journal of the China Railway Society, 2010, 32 (05): : 36 - 40
  • [24] OPTIMIZATION OF WELDING PARAMETERS BY A NUMERICAL MODEL - THIN PLATE TIG ARC WELDING.
    Ohji, Takayoshi
    Nishiguchi, Kimiyuki
    Kometani, Yuji
    Technology Reports of the Osaka University, 1986, 36 (1819-1843): : 47 - 53
  • [25] Numerical simulation of welding temperature field, residual stress and deformation induced by electro slag welding
    Deng, Dean
    Kiyoshima, Shoichi
    COMPUTATIONAL MATERIALS SCIENCE, 2012, 62 : 23 - 34
  • [26] Effects of Welding Sequence on Welding Deformation of Steel Q345D Based on Numerical Simulation with PAM-ASSEMBLY
    Chen, Xueyong
    Xiao, Yifeng
    Li, Yi
    Li, Xiangwen
    PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON MECHATRONICS, CONTROL AND ELECTRONIC ENGINEERING, 2014, 113 : 631 - 634
  • [27] Finite element simulation and optimization of orbital welding process parameters
    Patro, Ruparekha
    Pradhan, Sharad K.
    MATERIALS TODAY-PROCEEDINGS, 2018, 5 (05) : 12886 - 12900
  • [28] Study on simulation-based optimization for flip chip package parameters by using RSM analysis and ant algorithm
    Li, QY
    Gong, YB
    Yang, DG
    Liang, JS
    FIFTH INTERNATIONAL CONFERENCE ON ELECTRONIC PACKAGING TECHNOLOGY, PROCEEDINGS, 2003, : 86 - 90
  • [29] Multi response Optimization of Welding Parameters in Dissimilar Plasma Arc Welded Joints Using RSM Based GRA Coupled with PCA
    Palani, K.
    Arunprasad, S.
    5TH INTERNATIONAL CONFERENCE ON MATERIALS AND MANUFACTURING ENGINEERING-2020 (ICMME-2020), 2020, 954
  • [30] Optimization for Stamping Process Parameters of Front Fender based on Numerical Simulation Technology
    Liu, Zhifeng
    Zhang, Qi
    Yang, Wentong
    Wang, Jianhua
    Zhao, Yongsheng
    DIGITAL DESIGN AND MANUFACTURING TECHNOLOGY, PTS 1 AND 2, 2010, 102-104 : 232 - 236