多孔性
饱和(图论)
同质性(统计学)
材料科学
矿物学
复合材料
地质学
计算机科学
数学
组合数学
机器学习
作者
Kevin Hodder,Kaylee Craplewe,Sergey Ishutov,Rick Chalaturnyk
出处
期刊:Petrophysics
[Society of Petrophysicists and Well Log Analysts (SPWLA)]
日期:2021-10-01
卷期号:62 (5): 450-462
被引量:5
标识
DOI:10.30632/pjv62n5-2020a1
摘要
Binder jet additive manufacturing (BJ-AM) is a rapidly evolving 3D printing technique where the access to an array of powder materials is expanding. The use of silica sand has grown in popularity within the BJ-AM sector and has been shown to have a high potential of replicating physiochemical properties of natural materials for geoengineering applications. Consistent porosity is critical for 3D-printed samples used in rock testing since homogeneity between samples would provide unlimited capabilities in a laboratory setting. Binder saturation is one of the key user-set parameters that controls the ratio between the dimensional tolerance and porosity. Nonetheless, the binder saturation is an internal calculation by the printer’s software that relies on several assumptions, where the most important physical aspect is droplet spacing. This study establishes relationships between the droplet spacing, dimensional tolerance, binder saturation, and porosity. By holding the droplet volume constant and changing its spacing, better control of saturation was observed. Higher saturation reduced porosity and increased circularity of cylindrical samples, but overall dimensional tolerance of fine features was reduced. This study provides improvements of 3D-printed rock for the representation of porosity and geomechanical properties observed in natural sandstones.
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