油气藏评价与开发 ›› 2022, Vol. 12 ›› Issue (6): 910-917.doi: 10.13809/j.cnki.cn32-1825/te.2022.06.010

• 综合研究 • 上一篇    下一篇

JI-FI反演技术在薄砂岩储层预测中的应用——以XH地区K1bs3上部储层为例

梁宏刚1(),邓锋1,马洪涛1,孙力1,丁辉1,杨俊英2   

  1. 1.中国石化西北油田分公司勘探开发研究院,新疆 乌鲁木齐830011
    2.阿派斯油藏技术(北京)有限公司,北京 100016
  • 收稿日期:2021-08-04 发布日期:2022-12-02 出版日期:2022-12-26
  • 作者简介:梁宏刚(1983—),男,硕士,高级工程师,从事石油天然气勘探开发工作。地址:新疆乌鲁木齐市新市区长春南路466号中国石化西北油田分公司勘探开发研究院,邮政编码:830011。E-mail:871458557@qq.com

Application of JI-FI inversion technology to prediction of thin sandstone reservoir: A case study of K1bs 3 upper thin sandstone reservoir in XH area

LIANG Honggang1(),DENG Feng1,MA Hongtao1,SUN Li1,DING Hui1,YANG Junying2   

  1. 1. Research Institute of Exploration and Development, Sinopec Northwest Oilfield Company, Urumqi, Xinjiang 830011, China
    2. APEX Reservoir Service Inc., Beijing 100016, China
  • Received:2021-08-04 Online:2022-12-02 Published:2022-12-26

摘要:

XH地区K1bs3上部发育的三角洲前缘薄砂岩储层是构造—岩性油气藏勘探的重要领域。近年来在该区应用常规波阻抗、叠前确定性反演都无法准确预测目的层薄砂岩储层的分布。应用JI-FI(阻抗与相联合反演技术),利用叠前地震道集数据,在不同岩相/流体相的纵波、横波速度和密度深度趋势约束下,将同时反演与贝叶斯分类相结合,采用最大期望算法,对阻抗和相进行迭代,实现了目标区岩相/流体相及岩石物理性质(纵波阻抗、横波阻抗、密度及纵横波速度比等)的定量预测。该方法克服了常规叠前反演依赖井建立低频模型,特别是在井少、薄互层地质条件下,井间波阻抗内插存在不确定性问题。储层预测结果与井吻合度高,为该区岩性勘探及井位部署提供了依据。

关键词: 阻抗与相联合反演, 岩相深度趋势, 贝叶斯分类, 薄砂岩储层, 岩相/流体相预测

Abstract:

The thin sandstone reservoir in the delta front developed in the upper part of the K1bs3 formation is an important area for the exploration of structural-lithological oil and gas reservoirs in the XH area. In recent years, Application of P-impedance and pre-stack deterministic inversion could not accurately predict the distribution of thin sandstone reservoirs in the target layer. In this paper, joint impedance and facies inversion(JI-FI) impedance and facies joint inversion technology is used. This technique uses pre-stack seismic gather data, and combines simultaneous inversion and Bayesian classification under the constraints of the P-wave, S-wave velocity and density depth trend of each lithofacies or fluid facies, the maximum expectation algorithm is used to iterate the impedance and facies, and the quantitative prediction of lithofacies/fluid facies and petrophysical properties (such as P-wave, shear wave impedance, density, Vp/Vs, etc.) in the target area is achieved. This method overcomes the uncertainty of inter-well P-impedance interpolation when conventional pre-stack inversion relies on wells to establish low-frequency models, especially under geological conditions with few wells and thin interbeds. The reservoir prediction results are in good agreement with the well, which provides a basis for lithological exploration and well location deployment in this area.

Key words: joint impedance and facies inversion(JI-FI), lithofacies depth trend, Bayes classification, thin sandstone reservoir, prediction of lithofacies/fluid facies

中图分类号: 

  • P631