Fiber Line Optimization in Single Ply for 3D Printed Composites

Yusuke Yamanaka, A. Todoroki, Masahito Ueda, Y. Hirano, R. Matsuzaki
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引用次数: 55

Abstract

In conventional manufacturing processes of composites, Carbon Fibre Reinforced Plastic (CFRP) laminates have been made by stacking unidirectional or woven prepreg sheets. Recently, as a manufacturing process of CFRP, 3D printing of CFRP composites has been developed. The 3D printing process of CFRP composites enables us to fabricate CFRP laminates with arbitrary curvilinear fibre plies. This indicates that the optimization of the in-plane curved carbon fibre placement in a planar ply is strongly required to realize superior 3D printed composites. In the present paper, in-plane curved carbon fibre alignment of a ply with an open hole is optimized in terms of maximization of the fracture strength. For the optimization process, a genetic algorithm is adopted. To describe curved carbon fibre alignments in a planar ply, stream lines of perfect flow is employed. By using the stream lines of the perfect flow, number of optimization parameters is significantly reduced. After the optimization, the fracture strength of CFRP laminate is compared with the results of unidirectional CFRP ply. The curved fibre placement in a planar ply shows superior fracture improvement.
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3D打印复合材料单层纤维线优化
在传统的复合材料制造工艺中,碳纤维增强塑料(CFRP)层压板是通过单向堆叠或编织预浸板制成的。近年来,CFRP复合材料的3D打印作为CFRP的一种制造工艺得到了发展。CFRP复合材料的3D打印工艺使我们能够制造任意曲线纤维层的CFRP层压板。这表明,为了实现高质量的3D打印复合材料,迫切需要优化平面内弯曲碳纤维在平面层中的放置。本文从断裂强度最大化的角度出发,对带开孔层的面内弯曲碳纤维对中进行了优化。优化过程采用遗传算法。为了描述平面层中弯曲的碳纤维排列,采用了完美流动的流线。通过使用理想流的流线,大大减少了优化参数的数量。优化后的CFRP复合材料与单向CFRP复合材料的断裂强度进行了比较。在平面层中放置弯曲纤维显示出较好的断裂改善效果。
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