基于数据挖掘的低品位油藏经营评价指标分析
The Analysis of Evaluation Index of Low-Grade Reservoir Operation Based on Data Mining

作者: 钟仪华 , 王 丹 , 李晴晴 , 赵 娇 :西南石油大学理学院,成都;

关键词: 效益评价指标体系低品位油藏经营投入产出分析关联分析Benefit Evaluation Index System Low-Grade Reservoir Input-Output Analysis Correlation Analysis

摘要:
本文针对高效经营未开发低品位油藏是我国石油行业即将面临的迫切任务情况,综合使用油藏经营思想、经济评价的分析方法和多种数据挖掘方法,提出了建立未开发低品位不同油藏经营效益评价的指标体系方法。通过大量实例统计研究,确定了低渗透和稠油未开发低品位油藏经营效益评价的指标体系。建立的未开发低品位不同类型油藏经营效益评价的指标体系可为油田企业评价该类油藏的经营效益,进而制定经营这些油藏的最佳方案奠定基础。

Abstract: With the situation which operating efficiently untapped low-grade reservoirs is a urgent mission for our petroleum industry to execute, this paper presents the method to construct index system on benefit evaluation of untapped low-grade reservoir operation by using comprehensively the idea of reservoir operation, the analysis method of economic evaluation and multiple methods of data mining. Through a lot of case studies, the benefit evaluation index systems of untapped low- grade low permeable and heavy oil reservoirs are determined. These index systems may establish the foundation for oilfield enterprises to evaluate the operational benefit of untapped low-grade low permeable and heavy oil reservoirs and to formulate the optimal scheme of operating these reservoirs.

Abstract:

文章引用: 钟仪华 , 王 丹 , 李晴晴 , 赵 娇 (2014) 基于数据挖掘的低品位油藏经营评价指标分析。 数据挖掘, 4, 32-37. doi: 10.12677/HJDM.2014.44005

参考文献

[1] 毕秋军, 宋书君, 张本华等 (2000) 孤岛油田零散低品位储量开发实践与认识. 石油勘探与开发, 27, 60-62.

[2] Hou, W. and Allinson, W.G. (2008) The comparison of the severity and the efficiency of fiscal terms in the Asia Pacific Region. International Petroleum Technology Conference.

[3] 刘子良, 司云革, 于孝玉等 (2003) 吉林油田未动用难采储量评价技术方法. 中国石油勘探, 8, 65-68.

[4] 苏玉亮, 李涛 (2009) 平面非均质性对特低渗透油藏水驱油规律的影响. 油气地质与采收率, 16, 69-71.

[5] 查全衡 (2004) 高水平动用低品位石油——中国低品位石油储量/资源利用现状及前景. 中国石油企业, 5, 116- 119.

[6] 肖武, 田世澄 (2010) 低品位储量开发现状及其措施对策. 特种油气藏, 17, 4-9.

[7] 周盛新 (2006) 加快我国难动用原油储量开发的探讨. 石油天然气学报, 28, 141-159.

[8] 刘其先 (2004) 让油气难动用储量“动”起来——东胜精攻公司有效开发难动用储量模式调研. 特种油气藏, 11, 84-87.

[9] Akinpelu, L.O. and Omole, O.A. (2009) Economics of Nigerian marginal oil fields—Identifying high impact variables. Nigeria Annual International Conference and Exhibition.

[10] 钟仪华, 朱海双, 邴绍献等 (2011) 未开发低品位油藏经营模式理论及其应用. 油气地质与采收率, 18, 106-110.

[11] 刘志斌, 任宝生 (2008) 油价系统模拟及油田企业最优开发决策. 石油工业出版社, 北京, 181-193.

[12] 聂振霞, 赵小军, 刘浩瀚 (2010) 低品位油藏经营风险评价模型及其应用. 西南石油大学学报(社会科学版), 3, 12-16.

[13] 钟仪华, 王昱 (2011) 特高含水油田开发动态指标及影响因素. 大庆石油地质与开发, 31, 91-94.

[14] Yang, Y., Liu, Z.-B. and Zhong, Y.-H. (2009) Application of data mining in development index forecast of an oilfield during the middle and later stage. 2009 WRI World Congress on Computer Science and Information Engineering, Los Alamitos, 291-296.

[15] 孙伟 (2006) 特高含水期油田开发评价体系及方法研究. 博士学位论文, 中国石油大学, 东营.

分享
Top