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Investigating the influence of X-ray CT parameters on porosity measurement of laser sintered PA12 parts using a design-of-experiment approach

机译:研究X射线CT参数对使用实验设计方法激光烧结PA12零件孔隙率测量的影响

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摘要

Polymeric parts produced by Laser Sintering (IS) present a consistent amount of pores with a wide pore size distribution. The knowledge about the porosity value and its distribution within the part allows to perform a quality control of the LS process, and gives insights in how to improve it. In this work the influence of the sample size on the porosity measurement is discussed, as well as its representativeness of the LS process itself. The reliability of porosity measurement of those parts using X-ray Computed Tomography (CT) is assessed taking into account the influence of the CT scanning parameters, the reconstruction and noise reduction algorithms using a design-of-experiment approach. The quality of the CT datasets obtained is assessed by calculating Contrast-to-Noise Ratio (CNR) and Signal-to-Noise Ratio (SNR) on representative reconstructed images. Repeatability of the measurements is also assessed along the entire workflow: CT acquisition, reconstruction and porosity measurement using commercial software packages.
机译:通过激光烧结产生的聚合物部件(是)呈现一致的孔,具有宽的孔径分布。关于孔隙度值及其分布在零件内的知识允许对LS过程进行质量控制,并提供如何改进它的洞察。在这项工作中,讨论了样品大小对孔隙度测量的影响,以及其LS过程本身的代表性。考虑使用实验设计方法的CT扫描参数,重建和降噪算法的影响,评估使用X射线计算机断层扫描(CT)的这些部件的孔隙率测量的可靠性。通过计算代表重建图像上的对比度 - 噪声比(CNR)和信噪比(SNR)来评估所获得的CT数据集的质量。使用商业软件包,还沿整个工作流程评估测量的可重复性:CT采集,重建和孔隙度测量。

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