Stacking optimization of 3D printed continuous fiber layer designs

被引:8
|
作者
Opalach, Kamil [1 ]
Porter-Sobieraj, Joanna [1 ]
Zdroik, Przemyslaw [2 ]
机构
[1] Warsaw Univ Technol, Fac Math & Informat Sci, Koszykowa 75, PL-00662 Warsaw, Poland
[2] 9T Labs, Badenerstr 790, CH-8048 Zurich, Switzerland
关键词
3D printing; Additive manufacturing; Stacking sequence; Carbon fiber reinforced polymer (CFRP); Incremental algorithm; SEQUENCE DESIGN; MULTIOBJECTIVE OPTIMIZATION; COMPOSITE STRUCTURES; CONTINUOUS CARBON; FABRICATION; STIFFNESS; ALGORITHM; STRENGTH; PLATES; GLASS;
D O I
10.1016/j.advengsoft.2021.103077
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The use of composite materials in 3D printing, such as fiber-reinforced plastic, allows the created parts to achieve better mechanical properties. However, it requires a new approach to the design of the 3D printed parts, especially in the case of anisotropic materials with a continuous fiber filament. Different layer configurations, built using a different arrangement of continuous carbon fibers, result in varying properties of the printed part. This paper presents a novel multi-step incremental algorithm for finding the optimal sequence of layers for an object intended for 3D printing. The optimization criterion may be any scalar value describing a required property, e.g. the strength or stiffness of the part derived from simulation of the designed element using the finite element method. Detailed analysis of the proposed algorithm, and numerical results obtained for various load cases and different input data, proves that the proposed method significantly accelerates and facilitates the process of designing a part to meet given requirements. Thanks to the incremental approach, it also works efficiently in the case of sequences with a very large target number of layers and may be used in real-world engineering applications.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Simulation analysis and optimization of 3D printed continuous carbon fiber reinforced composites
    Zhu, Wanying
    Li, Shixian
    Long, Hongmei
    Dong, Shaoqi
    Wang, Kui
    Peng, Yong
    COMPOSITE STRUCTURES, 2025, 355
  • [2] Optimization of infill density, fiber angle, carbon fiber layer position in 3D printed continuous carbon-fiber reinforced nylon composite
    El Essawi, Basim
    Abdallah, Said
    Ali, Shafahat
    Mohammed, Abdallah Nassir Abdo
    Susantyoko, Rahmat Agung
    Pervaiz, Salman
    RESULTS IN ENGINEERING, 2024, 21
  • [3] 3D Printed Composites with Continuous Carbon Fiber Reinforcements
    Sarvestani, Ali N.
    van de Werken, Nekoda
    Khanbolouki, Pouria
    Tehrani, Mehran
    PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2017, VOL 2, 2018,
  • [4] Processing of carbon fiber for 3D printed continuous composite structures
    Rimasauskas, Marius
    Kuncius, Tomas
    Rimasauskiene, Ruta
    MATERIALS AND MANUFACTURING PROCESSES, 2019, 34 (13) : 1528 - 1536
  • [5] Hygrothermal aging effects on the mechanical properties of 3D printed composites with different stacking sequence of continuous glass fiber layers
    Wang, Kui
    Chen, Ying
    Long, Hongmei
    Baghani, Mostafa
    Rao, Yanni
    Peng, Yong
    POLYMER TESTING, 2021, 100
  • [6] Progressive concurrent topological optimization with variable fiber orientation and content for 3D printed continuous fiber reinforced polymer composites
    Huang, Yiming
    Tian, Xiaoyong
    Wu, Lingling
    Zia, Ali Akmal
    Liu, Tengfei
    Li, Dichen
    COMPOSITES PART B-ENGINEERING, 2023, 255
  • [7] 3d printed continuous fiber reinforced composite auxetic honeycomb structures
    Quan, Chao
    Han, Bin
    Hou, Zhanghao
    Zhang, Qi
    Tian, Xiaoyong
    Lu, Tian Jian
    COMPOSITES PART B-ENGINEERING, 2020, 187
  • [8] Strain rate dependence of 3D printed continuous fiber reinforced composites
    Li, Jiahui
    Xu, Shanqing
    Durandet, Yvonne
    Gao, Wei
    Huang, Xiaodong
    Ruan, Dong
    COMPOSITES PART B-ENGINEERING, 2024, 277
  • [9] Thermal and Mechanical Characterization of 3D Printed Continuous Fiber Reinforced Composites
    Abbott, Andrew C.
    Furmanski, Jevan
    Tandon, G. P.
    Koerner, Hilmar
    Butcher, Dennis
    SAMPE JOURNAL, 2023, 59 (06) : 20 - 30
  • [10] A constitutive model for 3D printed continuous fiber reinforced composite structures with variable fiber content
    Hou, Zhanghao
    Tian, Xiaoyong
    Zheng, Ziqi
    Zhang, Junkang
    Zhe, Lu
    Li, Dichen
    Malakhov, Andrei, V
    Polilov, Alexander N.
    COMPOSITES PART B-ENGINEERING, 2020, 189