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| 数据挖掘在储层孔渗特征研究中的应用 | |
| 引用本文： | 晁会霞,姚卫华,杨兴科,王涛,解丽琴.数据挖掘在储层孔渗特征研究中的应用[J].世界地质,2008,27(4). |
| 作者姓名： | 晁会霞 姚卫华 杨兴科 王涛 解丽琴 |
| 作者单位： | 1. 长安大学地球科学与资源学院,西安,710054 2. 中国石油长庆油田分公司勘探开发研究院,西安,710021 3. 中国冶金地勘总局西北地勘院,西安,710061 |
| 基金项目： | 国家重点基础研究发展规划 |
| 摘 要： | 为解决储层孔渗特征研究中出现的数据量大、格式多样和数据分析困难等瓶颈性问题,依据CRISP-DM标准数据挖掘流程,将储层孔渗特征研究划分为6个阶段.应用此过程模型,在短时间内自动化绘制了鄂尔多斯盆地乌审召等4个地区盒8上等4个层位的32张孔渗直方图,计算了孔渗平均值、极值等统计量,并通过空间插值算法总结出相关层位孔渗空间分布的规律. |
| 关 键 词： | 储层 孔渗特征 数据挖掘 Clementine软件 |
Application of data ming in research on porosity and permeability in reservoir |
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| CHAO Hui-xia,YAO Wei-hua,YANG Xing-ke,WANG Tao,XIE Li-qin.Application of data ming in research on porosity and permeability in reservoir[J].World Geology,2008,27(4). | |
| Authors: | CHAO Hui-xia YAO Wei-hua YANG Xing-ke WANG Tao XIE Li-qin |
| Institution: | CHAO Hui-xia1,YAO Wei-hua2,YANG Xing-ke1,WANG Tao3,XIE Li-qin21.School of Earth Sciences , Resources Management,Chang\'an University,Xi\'an 710054,China,2.Research Institute of Exploration , Development,Changqing Oilfield Company of CNPC,Xi\'an 710021,3.Northwest Geological Exploration Institute of China Exploration & Engineering Bureau,Xi\'an 710061 |
| Abstract: | In order to resolve the bottleneck problems on large quantity of data,diverse types and data analysis difficulty in the research on porosity and permeability in reservoir,the research has been carried out with six stages according to standard flow of CRISP-DM. By using this process model,we accomplished 32 sheets of porosity and permeability histograms automatically in a few minutes for totaling four groups in four areas in upper 8th member of Wushenzhao in Ordos Basin,and calculated the mean value,extremum... |
| Keywords: | CRISP-DM |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |