地震多属性优选技术在碳酸盐岩缝洞型储层预测中的应用

doi:10.3969/j.issn.1673-8926.2013.06.012

Lithologic Reservoirs ›› 2013, Vol. 25 ›› Issue (6): 67-70.doi: 10.3969/j.issn.1673-8926.2013.06.012

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Application of seismic multi-attribute optimization technology to the prediction of carbonate fractured-vuggy reservoir

HAN Changcheng， LIN Chengyan， MA Cunfei

School of Geosciences， China University of Petroleum， Qingdao 266580， China

Online:2013-11-26 Published:2013-11-26
Supported by:
韩长城（1984-），男，中国石油大学（华东）在读硕士研究生，研究方向为石油地震地质学。地址：（266580）山东省青岛市经济技术开
发区长江西路66 号。电话：（0532）86983105。E-mail：517892849@qq.com

Abstract

Abstract:

The carbonate fractured-vuggy reservoir is characterized by strong heterogeneity, fast lateral lithology alternation, which brings great difficulties for seismic reservoir prediction. Firstly, this paper used single seismic attribute to select seismic attributes such as time, amplitude, frequency and absorption attenuation which are corresponding with the reservoir well; secondly, carried out correlation analysis and intersection analysis of these attributes, and reserved only one type of the attributes which has high correlation degree to reduce the redundancy; and then carried out cluster analysis and grey correlation analysis between the reservoir parameters and the reserved attribute, and optimized three types of attributes including amplitude alternation, arc length and band width which have high grey correlation degree with carbonate fractured-vuggy reservoir parameters; finally, completed reservoir identification and prediction by 3D cross-plot analysis and neural network analysis.

Key words: horizontal well, productivity formula, steady state equation, methods correlation

HAN Changcheng， LIN Chengyan， MA Cunfei. Application of seismic multi-attribute optimization technology to the prediction of carbonate fractured-vuggy reservoir[J].Lithologic Reservoirs, 2013, 25(6): 67-70.

References

［1］孙家振，李兰斌.地震地质综合解释教程［M］.武汉：中国地质大学出版社，2002：148-151.
［2］韩力群.人工神经网络理论、设计及应用［M］.北京：化学工业出版社，2002：51-56.
［3］王永刚，谢东，乐友喜，等.地震属性分析技术在储层预测中的应用［J］.石油大学学报：自然科学版，2003，27（3）：30-32.
［4］王开燕，徐清彦，张桂芳，等.地震属性分析技术综述［J］.地球物理学进展，2013，28（2）：815-821.
［5］刘立峰，孙赞东.地震波吸收衰减技术在缝洞型碳酸盐岩储层预测中的应用［J］.石油地球物理勘探，2009，44（增刊1）：121-124.
［6］张景廉，金之钧，杨雷，等.塔里木盆地深部地质流体与油气藏的关系［J］.新疆石油地质，2001，（5）：371-375.
［7］赵裕辉，胡建中，鲁新便，等.塔河油田上奥陶统覆盖区碳酸盐岩储层预测研究［J］.石油天然气学报（江汉石油学院学报），2010，32（1）：62-67.
［8］王玉梅，季玉新，李东波，等.应用地震属性技术预测A 地区储层［J］.石油物探，2001，40（4）：69-76.
［9］陈军，陈岩.地震属性分析在储层预测中的应用［J］.石油物探，2001，40（3）：94-99.
［10］陈遵德.储层地震属性优化方法［M］. 北京：石油工业出版社，1998：2-3.
［11］ Brown A R.地震属性及其分类［J］.严又生，译.国外油气勘探，1997，9（4）：529-530.
［12］高林，杨勤勇.地震属性技术的新进展［J］.石油物探，2004，43（增刊）：10-16.
［13］陈哲，冯天瑾，陈刚.一种基于BP 算法学习的小波神经网络［J］.青岛海洋大学学报，2001，31（1）：122-128.

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