Estimation of the volume of a rock layer using kriging method for energy efficient excavation

Hua Zhuang, Jeonghwa Kim, Soomin Lee, J. Seo
{"title":"Estimation of the volume of a rock layer using kriging method for energy efficient excavation","authors":"Hua Zhuang, Jeonghwa Kim, Soomin Lee, J. Seo","doi":"10.22712/SUSB.20200013","DOIUrl":null,"url":null,"abstract":"Received: 24 September 2020 Accepted: 6 October 2020 It is proven fact that the efficiency of earthwork hugely affects the overall infrastructure construction project in terms of cost and time. Accuracy of earthwork estimation, especially the estimation of a rock layer directly affects the overall productivity since rock layer excavation requires additional rock breaking process to break down the rock layer into manageable smaller pieces. In order to make a decision on the construction method in the construction area, earthwork engineers must have an intuitive understanding of the distribution of underground rock strata. The only available way to estimate rock layers is acquiring boring data from an actual earthwork site and interpolate each layer. Accurate modeling of the rock layer is of utmost important process during earthwork estimation for planning energy efficient excavation. This study used Kriging interpolation, as an important research content of geological three-dimensional visualization to accurately create rock layer. Kriging interpolation not only considers the spatial relationship between variables, but also takes into account the structural and stochastic characteristics of variables, so that it can fully represent the structural information of regionalized variables. The accuracy of rock mass calculation is analyzed by means of actual dataset from a test site, and it showed that the accuracy of Kriging-based model excels the original model.","PeriodicalId":38108,"journal":{"name":"International Journal of Sustainable Building Technology and Urban Development","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Sustainable Building Technology and Urban Development","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.22712/SUSB.20200013","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Engineering","Score":null,"Total":0}
引用次数: 1

Abstract

Received: 24 September 2020 Accepted: 6 October 2020 It is proven fact that the efficiency of earthwork hugely affects the overall infrastructure construction project in terms of cost and time. Accuracy of earthwork estimation, especially the estimation of a rock layer directly affects the overall productivity since rock layer excavation requires additional rock breaking process to break down the rock layer into manageable smaller pieces. In order to make a decision on the construction method in the construction area, earthwork engineers must have an intuitive understanding of the distribution of underground rock strata. The only available way to estimate rock layers is acquiring boring data from an actual earthwork site and interpolate each layer. Accurate modeling of the rock layer is of utmost important process during earthwork estimation for planning energy efficient excavation. This study used Kriging interpolation, as an important research content of geological three-dimensional visualization to accurately create rock layer. Kriging interpolation not only considers the spatial relationship between variables, but also takes into account the structural and stochastic characteristics of variables, so that it can fully represent the structural information of regionalized variables. The accuracy of rock mass calculation is analyzed by means of actual dataset from a test site, and it showed that the accuracy of Kriging-based model excels the original model.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于克里格法的高效节能开挖岩体体积估算
事实证明,土方工程的效率对整个基础设施建设项目的成本和时间有着巨大的影响。土方工程估算的准确性,特别是岩层估算的准确性直接影响到整体生产力,因为岩层开挖需要额外的岩石破碎过程,将岩层分解成可管理的小块。为了决定施工区域内的施工方法,土方工程师必须对地下岩层的分布有一个直观的了解。估计岩层的唯一可行方法是从实际的土方工地获取钻孔数据,并对每一层进行插值。准确的岩石层建模是规划节能开挖中土方量估算的重要环节。本研究采用Kriging插值作为地质三维可视化的重要研究内容,实现了岩层的精确生成。Kriging插值不仅考虑了变量之间的空间关系,而且考虑了变量的结构性和随机性特征,使其能够充分表征区域化变量的结构信息。利用某试验场实测数据对岩体计算精度进行了分析,结果表明,基于kriging模型的岩体计算精度优于原模型。
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 去求助
来源期刊
CiteScore
1.20
自引率
0.00%
发文量
0
期刊介绍: The International Journal of Sustainable Building Technology and Urban Development is the official publication of the Sustainable Building Research Center and serves as a resource to professionals and academics within the architecture and sustainability community. The International Journal of Sustainable Building Technology and Urban Development aims to support its academic community by disseminating studies on sustainable building technology, focusing on issues related to sustainable approaches in the construction industry to reduce waste and mass consumption, integration of advanced architectural technologies and environmentalism, sustainable building maintenance, life cycle cost (LCC), social issues, education and public policies relating to urban development and architecture .
期刊最新文献
Integrating Environmental Phenomena in the Initial Architecture Studio: Reflections on Modeling of Convective Currents in Living Spaces Study of Variants of Housing Buildings of Masonry Reinforced at Seismic Zones Influence of the Dead Loads in the Seismic Design of Ductile Frames of Reinforced Concrete Theory in Architectural Restoration - Concept and Object Geotechnical Zoning for the Construction of an Irrigation District in the Department of Atlántico - Colombia
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1