Novel path planning algorithm for laser powder bed fusion to improve the scan quality of triply periodic minimal surface structures

IF 17.7 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-05-01 DOI:10.2351/7.0001147
Huiliang Tang, Jiangzhao Zhang, Chu Wang, Yu Long
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Abstract

Traditional path planning methods, such as contour and raster methods, suffer from problems like uneven filling, overfilling, and underfilling in the sliced layers, resulting in poor continuity of the lattice melt pool, internal porosity defects, and severe powder adhesion at the contour edges, while research on path planning for three-periodic minimal surfaces lattices is relatively limited. In this study, a scanning path planning method based on lattice equations control is proposed, which differs from traditional contour paths and raster paths. The new paths are controlled by the isosurface parameters of the lattice equation and optimized using the traveling salesman problem, resulting in more uniform scanning paths. The new paths avoid the underfilling issue present in raster path and the sawtooth-shaped borders of raster path. Additionally, they circumvent the nonuniform scanning path problem caused by uneven wall thickness in contour path. Through visualizing the paths and conducting printing experiments on the lattice, it is found that the new path is more uniform compared to contour paths, effectively addressing the issue of overfilling. Compared to raster paths, the new path has smoother boundaries and reduces internal porosity and powder adhesion within the lattice. This research has important value in reducing internal porosity and external powder adhesion issues in three-period minimal surface (TPMS) lattice printing processes, further enhancing the manufacturing quality of TPMS lattices.
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用于激光粉末床融合的新型路径规划算法,可提高三周期最小表面结构的扫描质量
传统的路径规划方法,如等高线法和栅格法,存在切片层填充不均匀、填充过量和填充不足等问题,导致晶格熔池连续性差、内部气孔缺陷和轮廓边缘粉末粘附严重,而三周期极小曲面晶格的路径规划研究相对有限。本研究提出了一种基于晶格方程控制的扫描路径规划方法,它不同于传统的轮廓路径和光栅路径。新路径由网格方程的等面参数控制,并利用旅行推销员问题进行优化,从而得到更均匀的扫描路径。新路径避免了栅格路径中存在的填充不足问题和栅格路径中的锯齿形边界。此外,新路径还避免了轮廓路径中因壁厚不均而导致的扫描路径不均匀问题。通过对路径的可视化和在晶格上进行打印实验,发现新路径与轮廓路径相比更加均匀,有效地解决了过填充问题。与光栅路径相比,新路径的边界更平滑,减少了晶格内部的孔隙和粉末粘附。这项研究对于减少三周期最小表面(TPMS)晶格印刷工艺中的内部气孔和外部粉末粘附问题具有重要价值,可进一步提高 TPMS 晶格的制造质量。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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