3D Printed Rocks - An Emerging Technology for Systematic Petrophysical Studies

S. Ma, G. Jin, R. Antle, Brian Wieneke
{"title":"3D Printed Rocks - An Emerging Technology for Systematic Petrophysical Studies","authors":"S. Ma, G. Jin, R. Antle, Brian Wieneke","doi":"10.2118/213383-ms","DOIUrl":null,"url":null,"abstract":"\n 3D printing translates digital models into physical objects, which could potentially be used to print proxies of reservoir rocks from their high-resolution images acquired by such as micro-CT tomography. This paper reviews current 3D printing technologies and explores the capabilities of 3D stereolithography (SLA) technique in rock printing in terms of scale, resolution, accuracy, and repeatability, with the eventual objective of studying factors affecting petrophysical models, such as Archie model, by varying petrophysical inputs of Archie parameters m and n, systematically.\n A 3D printer with the resolution of 10 μm is used to print rock models. Two types of digital models are designed for the 3D printing: Model I contains straight cylindrical pores; 19 pores with diameters from 10 to 100 μm with an increment of 5 μm, and Model II is a virtual core of 1 inch diameter and 2 inch length, created from a computer-generated random uniform sphere pack with a porosity of 30%.\n Model I cylindrical pores of down to 10 μm are printed and clearly observed on their micro-CT images. Pore connectivity is well preserved in the print proxy. However, the printed pore shapes are not completely circular as designed, indicating a challenge of shape preserving in printing. Pore sizes vary along the axis with a standard deviation of approximately 2-3 μm. In Model II virtual core printing, high printing accuracy and repeatability are achieved, while issues of converting from the digital design model to printer recognized STL model are discovered and being resolved.\n With continuous advancements in high resolution imaging, digitalization, and computing power, 3D printing could become a unique and innovative approach enabling manufacturing multiple rock samples for repeatable experiments with identical samples, experiments with systematic variables of such as pore structure or wettability. Challenges faced for printing full-scale pore-structure driven samples can leverage future development and applications of the evolving 3D printing technology.","PeriodicalId":249245,"journal":{"name":"Day 2 Mon, February 20, 2023","volume":"32 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Day 2 Mon, February 20, 2023","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2118/213383-ms","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

3D printing translates digital models into physical objects, which could potentially be used to print proxies of reservoir rocks from their high-resolution images acquired by such as micro-CT tomography. This paper reviews current 3D printing technologies and explores the capabilities of 3D stereolithography (SLA) technique in rock printing in terms of scale, resolution, accuracy, and repeatability, with the eventual objective of studying factors affecting petrophysical models, such as Archie model, by varying petrophysical inputs of Archie parameters m and n, systematically. A 3D printer with the resolution of 10 μm is used to print rock models. Two types of digital models are designed for the 3D printing: Model I contains straight cylindrical pores; 19 pores with diameters from 10 to 100 μm with an increment of 5 μm, and Model II is a virtual core of 1 inch diameter and 2 inch length, created from a computer-generated random uniform sphere pack with a porosity of 30%. Model I cylindrical pores of down to 10 μm are printed and clearly observed on their micro-CT images. Pore connectivity is well preserved in the print proxy. However, the printed pore shapes are not completely circular as designed, indicating a challenge of shape preserving in printing. Pore sizes vary along the axis with a standard deviation of approximately 2-3 μm. In Model II virtual core printing, high printing accuracy and repeatability are achieved, while issues of converting from the digital design model to printer recognized STL model are discovered and being resolved. With continuous advancements in high resolution imaging, digitalization, and computing power, 3D printing could become a unique and innovative approach enabling manufacturing multiple rock samples for repeatable experiments with identical samples, experiments with systematic variables of such as pore structure or wettability. Challenges faced for printing full-scale pore-structure driven samples can leverage future development and applications of the evolving 3D printing technology.
3D打印岩石——一种用于系统岩石物理研究的新兴技术
3D打印将数字模型转化为物理对象,这可能用于从微ct断层扫描等获得的高分辨率图像中打印储层岩石的替代品。本文回顾了当前的3D打印技术,并从规模、分辨率、精度和可重复性等方面探讨了3D立体光刻(SLA)技术在岩石打印中的能力,最终目标是通过系统地改变岩石物理参数m和n的输入,研究影响岩石物理模型(如Archie模型)的因素。使用分辨率为10 μm的3D打印机打印岩石模型。为3D打印设计了两种类型的数字模型:模型I包含直圆柱孔;模型II是一个直径为1英寸、长度为2英寸的虚拟岩心,由计算机生成的随机均匀球体包体组成,孔隙度为30%。在显微ct图像上可以清晰地观察到小至10 μm的I型圆柱孔。孔隙连通性在打印代理中得到了很好的保存。然而,打印孔的形状并不像设计的那样完全是圆形的,这表明在打印中形状保持是一个挑战。孔径沿轴线变化,标准差约为2 ~ 3 μm。在II型虚拟核心打印中,实现了较高的打印精度和可重复性,同时发现并解决了数字设计模型向打印机可识别的STL模型转换的问题。随着高分辨率成像、数字化和计算能力的不断进步,3D打印可能成为一种独特而创新的方法,可以制造多个岩石样品,用相同的样品进行可重复的实验,用孔隙结构或润湿性等系统变量进行实验。打印全尺寸孔隙结构驱动样品所面临的挑战可以利用不断发展的3D打印技术的未来发展和应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信