A Comparative Study on the Effects of an Advanced Scan Pattern and Intelligent Scan Sequence on Thermal Distribution, Part Deformation, and Printing Time in PBF Additive Manufacturing

IF 1 Q4 ENGINEERING, MANUFACTURING
Chuan He, Yueh-Lin Tsai, C. Okwudire
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引用次数: 0

Abstract

Parts made using powder bed fusion (PBF) additive manufacturing often suffer from deformation, residual stresses, cracks, and other defects stemming from non-uniform thermal distribution during the printing process. Scan pattern (i.e., the geometric pattern of an infill) and scan sequence (i.e., the order in which features of a geometric pattern are scanned) are among the approaches that have been explored to achieve more uniform thermal distribution and reduce thermally-induced defects. The authors have recently proposed an intelligent approach (called SmartScan) for generating scan sequences. SmartScan is model-based and optimization-driven. However, it has only been applied to the most rudimentary scan patterns. This paper compares the separate and combined effects of an advanced scan pattern (the varying-helix pattern) and SmartScan on thermal distribution, part deformation, and printing time in PBF additive manufacturing. Simulations and experiments involving laser marking of AISI 316L stainless steel plates are employed for the comparison. Using SmartScan applied to a rudimentary pattern as a benchmark, the experimental results demonstrate that the application of the advanced pattern without SmartScan improved both temperature uniformity and reduced deformations by 20%, at the cost of 7% increase in printing time. The combination of the advanced pattern and SmartScan yielded 28% and 33% improvement in thermal uniformity and reduction in deformation, respectively, at the cost of 18% increase in scanning time.
先进扫描模式和智能扫描顺序对PBF增材制造中热分布、零件变形和打印时间影响的比较研究
使用粉末床熔融(PBF)增材制造制造的零件在打印过程中经常遭受变形,残余应力,裂纹和其他由不均匀的热分布引起的缺陷。扫描模式(即填充的几何图案)和扫描顺序(即扫描几何图案特征的顺序)是已经探索的实现更均匀的热分布和减少热诱导缺陷的方法之一。作者最近提出了一种智能方法(称为SmartScan)来生成扫描序列。SmartScan是基于模型和优化驱动的。然而,它只应用于最基本的扫描模式。本文比较了一种先进的扫描模式(变螺旋模式)和SmartScan对PBF增材制造中热分布、零件变形和打印时间的单独和联合影响。采用aisi316l不锈钢板激光打标的仿真与实验进行对比。以SmartScan应用于基本图案为基准,实验结果表明,不使用SmartScan的高级图案的应用提高了温度均匀性,减少了20%的变形,但打印时间增加了7%。先进的模式和SmartScan的结合在热均匀性和变形减少方面分别提高了28%和33%,而扫描时间增加了18%。
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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来源期刊
Journal of Micro and Nano-Manufacturing
Journal of Micro and Nano-Manufacturing ENGINEERING, MANUFACTURING-
CiteScore
2.70
自引率
0.00%
发文量
12
期刊介绍: The Journal of Micro and Nano-Manufacturing provides a forum for the rapid dissemination of original theoretical and applied research in the areas of micro- and nano-manufacturing that are related to process innovation, accuracy, and precision, throughput enhancement, material utilization, compact equipment development, environmental and life-cycle analysis, and predictive modeling of manufacturing processes with feature sizes less than one hundred micrometers. Papers addressing special needs in emerging areas, such as biomedical devices, drug manufacturing, water and energy, are also encouraged. Areas of interest including, but not limited to: Unit micro- and nano-manufacturing processes; Hybrid manufacturing processes combining bottom-up and top-down processes; Hybrid manufacturing processes utilizing various energy sources (optical, mechanical, electrical, solar, etc.) to achieve multi-scale features and resolution; High-throughput micro- and nano-manufacturing processes; Equipment development; Predictive modeling and simulation of materials and/or systems enabling point-of-need or scaled-up micro- and nano-manufacturing; Metrology at the micro- and nano-scales over large areas; Sensors and sensor integration; Design algorithms for multi-scale manufacturing; Life cycle analysis; Logistics and material handling related to micro- and nano-manufacturing.
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