吉林大学学报(信息科学版) ›› 2023, Vol. 41 ›› Issue (4): 653-666.

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水力压裂微地震反演方法综述

 崔 喆a,b , 李含阳a,b , 郑路佳a,b , 董春峰a,b , 董宏丽a,b    

  1. 东北石油大学 a. 人工智能能源研究院; b. 黑龙江省网络化与智能控制重点实验室, 黑龙江 大庆 163318
  • 收稿日期:2022-09-16 出版日期:2023-08-16 发布日期:2023-08-17
  • 作者简介:崔喆(1996— ), 男, 安徽蚌埠人, 东北石油大学硕士研究生, 主要从事微地震反演和深度学习研究, ( Tel) 86- 13206597221(E-mail)cuizheyoung@ 126. com; 董宏丽(1977— ), 女, 黑龙江克山人, 东北石油大学教授, 博士生导师, 主要从事随机滤波与控制理论及应用研究, (Tel)86-18246996936(E-mail)shiningdhl@ vip. 126. com。
  • 基金资助:
    国家自然科学基金资助项目(U21A2019; 61873058) 

Review of Microseismic Inversion Methods for Hydraulic Fracturing

CUI Zhe a,b , LI Hanyang a,b , ZHENG Lujia a,b , DONG Chunfeng a,b , DONG Hongli a,b

  

  1. a. Artificial Intelligence Energy Research Institute; b. Heilongjiang Provincial Key Laboratory of Networking and Intelligent Control, Northeast Petroleum University, Daqing 163318, China
  • Received:2022-09-16 Online:2023-08-16 Published:2023-08-17

摘要: 微地震反演是根据微地震监测数据反演推测震源位置、 发震时刻、 真震级、 震源初始振幅、 震源机制 以及介质参数等信息, 进而完成微地震监测主要任务的重要途径。 为通过对微地震反演技术的研究, 获取更 精确的微地震信息, 进而提升对储层压裂评价的可靠性、 降低开发成本以及提高油气采收率, 从微地震震源 定位、 震源机制以及多参数联合反演 3 个方面对微地震反演进行综述。 回顾了近年来微地震反演技术的研究 进展, 分析了各种反演方法的原理与优缺点, 总结了各种反演技术的改进以及应用情况, 展望了未来的研究 思路和发展方向, 为今后微地震反演技术进一步发展提供参考借鉴。 

关键词: 微地震, 微地震监测, 微地震反演, 震源反演, 震源机制

Abstract:  Microseismic inversion is an important way to complete main task of microseismic monitoring by inverting and inferring information such as the location of the epicenter, the time of occurrence of the earthquake, the true magnitude, the initial amplitude of the hypocenter, the focal mechanism and the medium parameters based on the microseismic monitoring data. Through the study of microseismic inversion technology, more accurate microseismic information can be obtained, thereby improving the reliability of reservoir fracture evaluation, reducing development costs and improving oil and gas recovery. We review microseismic inversion from three aspects: microseismic focal location inversion, microseismic focal mechanism inversion, and microseismic multi-parameter joint inversion. The research progress of microseismic inversion technology in recent years is reviewed, and the principle, advantages and disadvantages of various microseismic inversion methods are summarized, the improvement and application of various microseismic inversion techniques are summarized, and the future research ideas and development directions are prospected. It provide reference for further development of microseismic inversion in the future.

Key words: microseismic, microseismic monitoring, microseismic inversion, source inversion, focal mechanism

中图分类号: 

  • TP18