An Optimal Filling Path Planning Based on Principal Component Analysis

Yu Zhang, Tongcai Wang, Yantong Zhao, Haochen Li, Bingshan Liu, Gong Wang
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引用次数: 1

Abstract

With the development of 3D printing technology, people put forward higher requirements for molding quality and efficiency. In the whole printing system, the design of scanning path directly affects the geometric accuracy, strength and molding efficiency of products. Simple parallel path and contour path can no longer meet the needs of manufacturing industry. In this paper, a new filling algorithm is proposed. On the basis of continuous filling without pause, the connection of sub-regions is realized by using Fermat spiral. The new algorithm integrates convex decomposition, PCA, variable spacing filling and other operations to further improve the printing efficiency. Finally, the superiority of the new algorithm is verified by comparing with the common algorithm.
基于主成分分析的最优填充路径规划
随着3D打印技术的发展,人们对成型质量和效率提出了更高的要求。在整个印刷系统中,扫描路径的设计直接影响到产品的几何精度、强度和成型效率。简单的平行路径和轮廓路径已经不能满足制造业的需求。本文提出了一种新的填充算法。在连续不间断填充的基础上,利用费马螺旋实现了子区域的连接。新算法集成了凸分解、主成分分析、变间距填充等操作,进一步提高了打印效率。最后,通过与常用算法的比较,验证了新算法的优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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