技术方法

利用模拟退火算法实现地震叠前反演

  • 史松群 ,
  • 王宇超
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  • 中国石油勘探开发研究院西北分院
刘全新,1946 年生,男,教授级高级工程师,研究生导师,现任中国石油勘探开发研究院高级专家,长期从事物探方法研究和石油 地质综合研究工作。地址:(100083) 北京市学院路20 号中国石油勘探开发研究院专家室。E-mail:liuquanxin1946@163.com

网络出版日期: 2010-03-15

Using simulated annealing algorithm to pre-stack seismic inversion

  • SHI Songqun ,
  • WANG Yuchao
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  • Research Institute of Petroleum Exploration & Development-Northwest (NWGI), PetroChina, Lanzhou 730020, China

Online published: 2010-03-15

摘要

讨论了叠前同步反演和模拟退火算法的基本原理,介绍了利用模拟退火算法实现叠前同步反演的技术流程,把实现叠前同步反演分为高保真地震数据处理、共角度道集生成、子波提取和同步反演四大步骤,并重点叙述了模拟退火算法在叠前同步反演中的应用。该方法在苏里格气田砂岩分布及有利含气区预测的应用结果,验证了其有效性,同时表明该方法具有运算速度快、算法稳定、预测效果好等特点。

本文引用格式

史松群 , 王宇超 . 利用模拟退火算法实现地震叠前反演[J]. 岩性油气藏, 2010 , 22(1) : 87 -92 . DOI: 10.3969/j.issn.1673-8926.2010.01.016

Abstract

The principle of pre-stack simultaneous inversion and simulated annealing algorithmis discussed. It introduced the technical process to achieve the pre-stack simultaneous inversion using simulated annealing algorithm, and departed the process into four steps: high-fidelity seismic data processing, common angle gather generation, wavelet extraction and synchronous inversion. The application of simulated annealing algorithm in pre-stack simultaneous inversion is described. This method was proved in Sulige Gas field, and the result shows the features: fast calculation, stable algorithmand good prediction effect. Forecasting results verify the effectiveness of this proposed method.

参考文献

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