Inverse design based on nonlinear thermoelastic material models applied to injection molding

被引:5
|
作者
Zwicke, Florian [1 ]
Elgeti, Stefanie [1 ]
机构
[1] Rhein Westfal TH Aachen, Chair Computat Anal Tech Syst, Schinkelstr 2, D-52062 Aachen, Germany
关键词
Inverse design; Shape optimization; Thermoelasticity; Finite element method; Injection molding; COMPUTATIONAL METHODS; FINITE; DEFORMATION; OPTIMIZATION; FORMULATION; STRATEGIES;
D O I
10.1016/j.finel.2019.07.002
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper describes an inverse shape design method for thermoelastic bodies. With a known equilibrium shape as input, the focus of this paper is the determination of the corresponding initial shape of a body undergoing thermal expansion or contraction, as well as nonlinear elastic deformations. A distinguishing feature of the described method lies in its capability to approximately prescribe an initial heterogeneous temperature distribution as well as an initial stress field even though the initial shape is unknown. At the core of the method, there is a system of nonlinear partial differential equations. They are discretized and solved with the finite element method or isogeometric analysis. In order to better integrate the method with application-oriented simulations, an iterative procedure is described that allows fine-tuning of the results. The method was motivated by an inverse cavity design problem in injection molding applications. Its use in this field is specifically highlighted, but the general description is kept independent of the application to simplify its adaptation to a wider range of use cases.
引用
收藏
页码:65 / 76
页数:12
相关论文
共 46 条
  • [1] A New Conformal Cooling Design Procedure for Injection Molding Based on Temperature Clusters and Multidimensional Discrete Models
    Torres-Alba, Abelardo
    Manuel Mercado-Colmenero, Jorge
    Diaz-Perete, Daniel
    Martin-Donate, Cristina
    POLYMERS, 2020, 12 (01)
  • [2] Optimal Design of Gate Location in Injection Molding Based on Feasible Space
    Zhai, M.
    KGK-KAUTSCHUK GUMMI KUNSTSTOFFE, 2011, 64 (06): : 40 - 43
  • [3] Prediction of warpage in plastic injection molding based on design of experiments
    Guo, Wei
    Hua, Lin
    Mao, Huajie
    Meng, Zhenghua
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2012, 26 (04) : 1133 - 1139
  • [4] Study on conceptual design system of injection molding based on ontology
    Pan, BS
    Jiang, LZ
    Peng, TH
    Chai, GZ
    ICMIT 2005: INFORMATION SYSTEMS AND SIGNAL PROCESSING, 2005, 6041
  • [5] Injection Molding Process Parameter Optimization for Warpage Minimization Based on Uniform Design of Experiment
    Sun, Baoshou
    Chen, Zhe
    Gu, Boqin
    Huang, Xiaodiao
    ADVANCES IN ENGINEERING DESIGN AND OPTIMIZATION, PTS 1 AND 2, 2011, 37-38 : 570 - +
  • [6] A new conformal cooling lattice design procedure for injection molding applications based on expert algorithms
    Manuel Mercado-Colmenero, Jorge
    Martin-Donate, Cristina
    Rodriguez-Santiago, Moises
    Moral-Pulido, Francisco
    Angel Rubio-Paramio, Miguel
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2019, 102 (5-8) : 1719 - 1746
  • [7] An inverse design method for supercritical airfoil based on conditional generative models
    Wang, Jing
    Li, Runze
    He, Cheng
    Chen, Haixin
    Cheng, Ran
    Zhai, Chen
    Zhang, Miao
    CHINESE JOURNAL OF AERONAUTICS, 2022, 35 (03) : 62 - 74
  • [8] Optimization of Injection Molding Process Parameters Based on Taguchi Design of Experiment
    Li, Xuefeng
    Liu, Hongbin
    FLUID DYNAMIC AND MECHANICAL & ELECTRICAL CONTROL ENGINEERING, 2012, 233 : 335 - 338
  • [9] AFM-BASED MACHINE DESIGN FOR FINISHING INJECTION MOLDING TOOLS
    Hanzlik, Jan
    Vanek, Jiri
    Kotlanova, Barbora
    Kocak, Michal
    Ovsik, Martin
    Bednarik, Martin
    MM SCIENCE JOURNAL, 2024, 2024 : 7280 - 7286
  • [10] FFT-based Inverse Homogenization for Cellular Material Design
    Chen, Zeyao
    Wu, Baisheng
    Xie, Yi Min
    Wu, Xian
    Zhou, Shiwei
    INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES, 2022, 231