Process design for heat fusion of thermoplastic composites using molecular dynamics and a response surface method

被引:9
作者
Takeuchi, Kento [1 ]
Matsuzaki, Ryosuke [1 ]
Okabe, Tomonaga [2 ]
Oya, Yutaka [2 ]
机构
[1] Tokyo Univ Sci, Dept Mech Engn, 2641 Yamazaki, Noda, Chiba, Japan
[2] Tohoku Univ, Dept Aerosp Engn, Aoba Ku, 6-6-01 Aoba Yama, Sendai, Miyagi, Japan
关键词
molecular dynamics; design of experiment; response surface method; heat fusion; thermoplastics; MATRIX COMPOSITES; POLYMERS; ENTANGLEMENTS; OPTIMIZATION; SIMULATIONS; ADHESION; FRACTURE; DENSITY; MELT;
D O I
10.1080/09243046.2016.1216726
中图分类号
TB33 [复合材料];
学科分类号
摘要
This study investigates efficient optimization of heat fusion conditions between thermoplastics using molecular dynamics (MD) and a response surface method. The heat fusion process between polypropylene and polyethylene and the uniaxial elongation for evaluation of the interfacial bonding strength were modeled using coarse-grained MD simulation. To determine the optimal conditions of heat fusion, experimental points were selected on the basis of a central composite design, and a second-order polynomial response surface was created by setting temperature, pressure, and polymerization degree as explanatory variables and the strength of fused interface as the response. The obtained optimal solution under constrained conditions yielded the highest strength when compared with other experimental points and random points.
引用
收藏
页码:33 / 49
页数:17
相关论文
共 50 条
  • [21] A study on the optimal design of automotive brake disc rotor using BoxBehnken design and response surface method
    Hwang, Joon
    Ra, Seung-Woo
    JOURNAL OF THE KOREAN CRYSTAL GROWTH AND CRYSTAL TECHNOLOGY, 2024, 34 (06): : 250 - 258
  • [22] Simulation of plasma doping process by using the localized molecular dynamics method
    冀会辉
    于民
    任黎明
    张兴
    黄如
    张有光
    Chinese Physics B, 2008, 17 (09) : 3428 - 3432
  • [23] Simulation of plasma doping process by using the localized molecular dynamics method
    Ji Hui-Hui
    Yu Min
    Ren Li-Ming
    Zhang Xing
    Huang Ru
    Zhang You-Guang
    CHINESE PHYSICS B, 2008, 17 (09) : 3428 - 3432
  • [24] Optimum design of composite plates using response surface method
    Abu-Odeh, AY
    Jones, HL
    COMPOSITE STRUCTURES, 1998, 43 (03) : 233 - 242
  • [25] A novel model for predicting deformation of thermoplastic composites during heat-pressing process
    Qiu, Jiezheng
    Xu, Zhonghai
    Cai, Chaocan
    Chen, Dianyu
    Huang, Shiqing
    Hu, Chunxing
    He, Xiaodong
    COMPOSITES PART B-ENGINEERING, 2025, 288
  • [26] Extension of the crack equivalent method applied to mode II fracture of thermoplastic composites bonded joints using the ENF test
    Reis, J. P.
    de Moura, M. F. S. F.
    Moreira, R. D. F.
    COMPOSITE STRUCTURES, 2025, 352
  • [27] Wind turbine airfoil design using response surface method
    Hyosung Sun
    Journal of Mechanical Science and Technology, 2011, 25 : 1335 - 1340
  • [28] Optimal Process Design of Hydrogen Production Using Response Surface Methodology
    Kim, Boeun
    Heo, Seongmin
    Ryu, Kyung Hwan
    IFAC PAPERSONLINE, 2022, 55 (07): : 620 - 625
  • [29] Effects of Surface Roughness on Nanojet Ejection Process Using Molecular Dynamics Simulation
    Lin, Shiang-Jiun
    Wu, Cheng-Da
    Fang, Te-Hua
    Kuo, Li-Min
    JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, 2011, 8 (09) : 1686 - 1693
  • [30] Multi-objective optimization of the tooth surface in helical gears using design of experiment and the response surface method
    Park, Chan I. L.
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2010, 24 (03) : 823 - 829