Application of seismic multi-attribute optimization technology to the prediction of carbonate fractured-vuggy reservoir
Online 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
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.
YUAN Lin , LI Xiaoping , ZHANG Lu , DU Lianlong , SUN Fei . Application of seismic multi-attribute optimization technology to the prediction of carbonate fractured-vuggy reservoir[J]. Lithologic Reservoirs, 2013 , 25(6) : 67 -70 . DOI: 10.3969/j.issn.1673-8926.2013.06.012
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