期刊文献+

BP人工神经网络在合采井单层产能贡献率配分中的应用 被引量:6

Application of BP-ANN to the calculation of productivity contribution in the commingled producing wells
下载PDF
导出
摘要 针对我国陆相沉积油层组在多层合采井的单层产能和贡献率配分中精度不高的现状,进行了5层产能配比实验.通过气相色谱指纹技术定量了指纹化合物绝对浓度,并结合建立的BP人工神经网络模型,计算多层配比实验的单层产能贡献率,计算结果精度较高,其中最大绝对误差为0.34%,最小绝对误差为0,表明气相色谱指纹技术结合人工神经网络在多层合采井的单层产能贡献率计算中占有优势. Aimed at the reservoir exploration characteristics of continental sedimentary and the accuracy of the productivity contribution in the commingled producing wells,allocation experiments of five layers were accomplished.Then absolute concentrations of finger compounds were obtained through gas chromatography technology,using the BP-ANN model to calculate the productivity contribution,the result shows that the accuracy is high,the maximum error is 0.34% among them.Therefore,the gas chromatography technology combined with ANN model probable has a good future in the calculation of productivity contribution.
出处 《大庆石油学院学报》 CAS 北大核心 2007年第6期8-10,21,共4页 Journal of Daqing Petroleum Institute
基金 黑龙江省杰出青年基金项目(200003)
关键词 合采井 产能贡献率 BP人工神经网络 气相色谱 配比实验 commingled producing well productivity contribution BP-ANN gas chromatography allocation experiment
  • 相关文献

参考文献7

二级参考文献19

  • 1[1]KauFman R L,Ahmed A S,Hempkins W B.A technique for the analysis of commingled oils and its application to production allocation calculation[A].In:proceedings of the Sixteenth Annual Convention of the Indonesian Petroleum Association[C].1987:247-268.
  • 2[2]Kaufman R L,Ahmed A S,Elsinger R L.Gas chromatography as a development and production tool for fingerprinting oils from individual reservoirs:application in the Gulf of Mexico[A].Gulf Coast Section of the Society of Economic Paleontologists and Mineralogists Foundation Ninth Annual Research Conference Proceedings[C].OTC.1990:263-282.
  • 3陈世加,沉积学报,1998年,16卷,3期,150页
  • 4Hwang R J,Geochem,1994年,21卷,2期,171页
  • 5Kaufman R L,Ahmed A S,Moldowan J M.A new technique for the analysis of commingled oils and its application to production allocation calculations[A].Proceedings of the 16th Annual Convention of Indonesian Petroleum Assoc[C].Indonesion Petroleum Association,1987.247~268
  • 6Kaufman R L,Ahmed A S.Gas chromatography as a development and production tool for fingerprinting oils from Individual Reservoirs:Applications in the Gulf of Mexico[A].In:GCS/SEPM Foundation Ninth Annual Research Conference Procee-dings,1990,263~282
  • 7Kaufman R L,Dashti H,Kabir C S,et al.Characterizing the greater Burgan Field:Use of geochemistry and oil fingerprinting[A].In:SPE Paper No.37803,1997.385~394
  • 8HaganMT DemuthHB BealeMH 戴葵 宋辉 潭明峰 等译.神经网络设计[M].北京:机械工业出版社,2002..
  • 9陈世加,黄第藩,赵孟军.用储层岩石抽提物的饱和烃色谱指纹识别油气层[J].沉积学报,1998,16(4):150-152. 被引量:16
  • 10冯子辉,张居和,关秋华.用族组成和全烃色谱确定原油单井产能配比[J].石油仪器,1999,13(2):40-42. 被引量:7

共引文献45

同被引文献42

引证文献6

二级引证文献6

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部