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首頁» 過刊瀏覽» 2019» Vol.4» Issue(1) 41-56???? DOI : 10.3969/j.issn.2096-1693.2019.01.004
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基于雙約束的流體和巖性因子的疊前直接提取方法
馬琦琦,,孫贊東*
中國石油大學(xué)( 北京) 地球物理學(xué)院,,北京 102249
Direct extraction of fluid and lithology factors based on double constraints using pre-stack seismic inversion
MA Qiqi, SUN Zandong
College of Geophysics, China University of Petroleum-Beijing, Beijing 102249, China

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摘要? 疊前反演是從疊前數(shù)據(jù)中提取巖性和流體信息的重要途徑,而反射系數(shù)近似方程是疊前反演的基礎(chǔ),。本文重新推導(dǎo)了縱波,、轉(zhuǎn)換波的反射系數(shù)近似方程,得到了由流體因子F和巖性因子μρ構(gòu)成的反射系數(shù)近似方程,,通過對方程的精度分析,,驗證了新方程的可靠性;在求解過程中,,結(jié)合貝葉斯理論引入了多變量柯西約束作為模型參數(shù)的先驗信息,,穩(wěn)定了反演結(jié)果,提高了反演的分辨率,;為了得到可靠的低頻信息,,在目標(biāo)函數(shù)中構(gòu)建了低頻約束項,進一步提高了反演結(jié)果的精度,。模型測試和實際應(yīng)用結(jié)果均表明,,新提出的反演方法可以從地震數(shù)據(jù)中同時直接提取高精度的F和μρ 信息,為儲層識別和流體檢測提供了一種新的計算思路,。
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關(guān)鍵詞 : 流體巖性因子,;雙約束,;儲層流體識別;貝葉斯反演
Abstract

Pre-stack inversion is a significant method for extracting lithology and fluid information from pre-stack seismic data. And the reflection coefficient approximation equation is important for pre-stack inversion. In this paper, the approximation equations of the P-wave and S-wave reflection coefficients are re-derived. The new equations consist of the fluid factor F and the lithology factor μρ. An accuracy analysis of the novel equations is carried out to verify the reliability of the proposed equations.In the process of inversion, combined with Bayesian theory, the trivariate Cauchy distribution constraint is introduced as the a priori information of the model parameters, which can stabilize the inversion results and improve their resolution. In order to obtain reliable low-frequency information, the low-frequency constraint term is constructed and added in the objective function to further improve the accuracy of the inversion results. Both the model and the field data tests show that the proposed inversion method can directly extract high-precision parameters of F and μρ from the seismic data, which provides a new calculation concept for reservoir characterization and fluid discrimination.

Key words: fluid and lithology factors; double constraints; reservoir and fluid identification; Bayesian inversion
收稿日期: 2018-08-31 ????
PACS: ? ?
基金資助:國家科技重大專項“典型油氣藏定量表征與開發(fā)優(yōu)化技術(shù)”課題(2016ZX05033-003) 資助
通訊作者: * 通信作者, [email protected]
引用本文: ??
馬琦琦, 孫贊東. 基于雙約束的流體和巖性因子的疊前直接提取方法. 石油科學(xué)通報, 2019, 01: 41-56
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MA Qiqi, SUN Zandong. Direct extraction of fluid and lithology factors based on double constraints using pre-stack seismic inversion. Petroleum Science Bulletin, 2019, 01: 41-56.
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