A graph-based path planning method for additive manufacturing of continuous fiber-reinforced planar thin-walled cellular structures

运动规划 整数规划 路径(计算) 平面的 图形 计算机科学 沃罗诺图 拓扑(电路) 数学优化 工程类 算法 数学 理论计算机科学 几何学 人工智能 机器人 计算机图形学(图像) 电气工程 程序设计语言
作者
Guoquan Zhang,Yaohui Wang,Jian He,Yi Xiong
出处
期刊:Rapid Prototyping Journal [Emerald Publishing Limited]
卷期号:29 (2): 344-353 被引量:4
标识
DOI:10.1108/rpj-01-2022-0027
摘要

Purpose Composite cellular structures have wide application in advanced engineering fields due to their high specific stiffness and strength. As an emerging technology, continuous fiber-reinforced polymer additive manufacturing provides a cost-effective solution for fabricating composite cellular structures with complex designs. However, the corresponding path planning methods are case-specific and have not considered any manufacturing constraints. This study aims to develop a generally applicable path planning method to fill the above research gap. Design/methodology/approach This study proposes a path planning method based on the graph theory, yielding an infill toolpath with a minimum fiber cutting frequency, printing time and total turning angle. More specifically, the cellular structure design is converted to a graph first. Then, the graph is modified to search an Eulerian path by adding an optimal set of extra edges determined through the integer linear programming method. Finally, the toolpath with minimum total turning angle is obtained with a constrained Euler path search algorithm. Findings The effectiveness of the proposed method is validated through the fabrication of both periodic and nonperiodic composite cellular structures, i.e. triangular unit cell-based, Voronoi diagram-based and topology optimized structures. The proposed method provides the basis for manufacturing planar thin-walled cellular structures of continuous fiber-reinforced polymer (CFRP). Moreover, the proposed method shows a notable improvement compared with the existing method. The fiber cutting frequency, printing time and total turning angle have been reduced up to 88.7%, 52.6% and 65.5%, respectively. Originality/value A generally applicable path planning method is developed to generate continuous toolpaths for fabricating cellular structures in CFRP-additive manufacturing, which is an emerging technology. More importantly, manufacturing constraints such as fiber cutting frequency, printing time and total turning angle of fibers are considered within the process planning for the first time.
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