遇见数据集

Filamentproduction using DOE here Taguchi Method

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doi.org2025-01-22 收录
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This dataset was created when producing PLA filament using a 3devo filament extruder. One dataset is for pure PLA, one for recycled PLA out of crushed and tried old prints. As DOE method a Taguchi analysis was used. Mittels dieser Analogie konnten bessere Parameter setze gefunden werden als vom Hersteller vorgegeben. However, within the experiment it turned out that by chance a very good parameter set could be found, Run 11, which led to a significantly better quality of the filament. Recycled filament is not yet suitable for high-quality use with this method - further research is necessary.

本数据集在采用3devo挤出机生产PLA丝材的过程中创建。其中一组数据集针对纯PLA,另一组则针对由破碎的旧打印件回收制成的再生PLA。在实验设计优化(Design of Experiments, DOE)方法中,采用了田口分析法。通过此类比,找到了优于制造商预设的参数设置。然而,在实验过程中,偶然发现了一组非常优秀的参数(运行11次),这导致了丝材质量的显著提升。再生丝材尚不适用于该方法进行高质量的应用——进一步的深入研究势在必行。

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