[1]杨敬雅,李相文,李 磊,等.一种基于RBF算法的裂缝预测参数自动优化方法与应用[J].复杂油气藏,2018,(04):7.[doi:10.16181/j.cnki.fzyqc.2018.04.002]
 YANG Jingya,LI Xiangwen,LI Lei,et al.An automatic optimization method for fracture predictionparameters based on RBF algorithm and its application[J].Complex Hydrocarbon Reservoirs,2018,(04):7.[doi:10.16181/j.cnki.fzyqc.2018.04.002]
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一种基于RBF算法的裂缝预测参数自动优化方法与应用()
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《复杂油气藏》[ISSN:1674-4667/CN:31-2019/TQ]

卷:
期数:
2018年04期
页码:
7
栏目:
油气勘探
出版日期:
2018-12-25

文章信息/Info

Title:
An automatic optimization method for fracture predictionparameters based on RBF algorithm and its application
作者:
杨敬雅李相文李 磊刘永雷陶春峰朱冬辉王 茂
中国石油东方地球物理勘探有限责任公司,河北 涿州 072750
Author(s):
YANG Jingya LI Xiangwen LI Lei LIU YongleiTAO Chunfeng ZHU DonghuiWANG Mao
Bureau of Geophysical Prospecting( BGP)Company of CNPC,Zhuozhou 072750,China
关键词:
参数模板自动优化 OVT道集 裂缝预测 缝洞型碳酸盐岩 塔里木盆地
Keywords:
automatic optimization of prediction parameter template OVT gather fracture prediction fractured-vuggy carbonate Tarim Basin
分类号:
P631
DOI:
10.16181/j.cnki.fzyqc.2018.04.002
文献标志码:
A
摘要:
随着国内外各大油田勘探开发的深入,宽方位高密度三维地震得到广泛应用。在计算机处理能力快速发展的驱动下,OVT域偏移处理技术进一步推广应用于油藏描述领域,特别是螺旋道集在碳酸盐岩缝洞型油气藏连通性分析方面的应用越来越广泛。本文提出一种基于OVT道集的裂缝预测模板自动优化方法,通过道集品质分析、方位角与炮检距初分析、裂缝预测模板自动优化等一系列流程,快速迭代并自动优化最优方位角与炮检距参数方案,提供后续裂缝计算。该方法大大缩减了对比分析不同参数方案计算结果的所耗机时,同时使得求取较好裂缝预测结果的繁琐工作流程得到简化。
Abstract:
With the deepening of exploration and development of major oilfields in China and abroad, the wide azimuth and high-density 3D seism has been widely applied. Driven by the rapid development of computer processing capacity, the OVT domain migration processing technology is further applied to reservoirs description, especially the application of spiral gathers in the analysis of carbonate fractured-vuggy reservoir connectivity, becoming more and more widely. In this paper, it is proposed an automatic template optimization method for fracture prediction based on RBF algorithm. Through a series of processes, such as the quality analysis of the gather sets, the initial analysis of the azimuth and the offset, and the automatic optimization of the fracture prediction template, the optimal azimuth and the offset parameters are automatically optimized, and the subsequent fracture calculation is provided. This method greatly reduces the time consuming of comparison and analysis of the calculation results of different parameter schemes, and makes the complicated work process of finding the better fracture prediction results simplified.

参考文献/References:

[1] 李相文,但光箭,安海亭,等.GeoEast-EasyTrack在缝洞型碳酸盐岩研究中的应用[J].内蒙古石油化工,2015(1):1-4.
[2] 李相文,刘永雷,但光箭,等.方位AVO技术在碳酸盐岩缝洞型储层含流体预测中的研究与应用[J].物探与化探,2016,40(1):129-134.
[3] CARY P W.Common offset vector gather:an alternative to cross spreads for wide azimuth 3D surveys[C].SEG technical Program Expanded Abstracts,1999,18:1496-1499.
[4] GRAY D,HEAD K,张荣忠,等.在Manderson油田用3D AVAZ 法进行裂缝探测的实例[J].石油物探译丛,2001(2):43-47.
[5] 李相文,刘永雷,安海亭,等.共反射角道集数据在碳酸盐岩裂缝研究中的应用[J].物探化探计算技术,2016,38(1):89-95.
[6] 李相文.基于5D地震数据的裂缝预测技术研究及其应用[D].西安石油大学,2015:5-6.
[7] VERMEER GJO.Creating image gathers in the absence of proper common offset gather[J].Exploration Geophysics,1998,29(4):636-642.
[8] 段文胜,李飞,王彦春,等.面向宽方位地震处理的炮检距向量片技术[J].石油地球物理勘探,2013,48(2):206-213.
[9] POWELL M J D.Radial basis function approximations to polynomials[M].Proc.Numer.Anal.,Dundee,U.K.,1987.
[10] POWELL M J D.Radial basis function approximations to polynomials[C]//Proc. Biennial Numerical Analysis Conference(Dundee), 1987:223-241.
[11] 黄宏涛.一种基于Gaussian函数的双向选择径向基函数神经网络算法[J].计算机科学,2007,34(7):211-213.

备注/Memo

备注/Memo:
收稿日期:2018-06-02; 改回日期:2018-08-30。第一
作者简介:杨敬雅(1986—),女,工程师,从事高效解释方法研究和基地管理工作。E-mail:rusmile@163.com。
基金项目::国家科技重大专项“大型油气田及煤层气开发,塔里木盆地碳酸盐岩油气田提高采收率关键技术示范工程”(2016ZX05053-17)。
更新日期/Last Update: 2018-11-25