Real-time forward modeling and inversion of logging-while-drilling electromagnetic measurements in horizontal wells

被引:10
|
作者
Wang Lei [1 ,2 ,3 ]
Liu Yingming [4 ]
Wang Caizhi [4 ]
Fan Yiren [1 ,2 ,3 ]
Wu Zhenguan [1 ,2 ,3 ]
机构
[1] China Univ Petr, Sch Geosci, Qingdao 266580, Peoples R China
[2] Qingdao Natl Lab Marine Sci & Technol, Lab Marine Mineral Resources, Qingdao 266071, Peoples R China
[3] China Univ Petr, CNPC Key Lab Well Logging, Qingdao 266580, Peoples R China
[4] PetroChina, Res Inst Petr Explorat & Dev, Beijing 100083, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
logging-while-drilling electromagnetic measurement; horizontal well; real-time forward modeling; interactive inversion; bed boundary; RESISTIVITY MEASUREMENTS; TOOL;
D O I
10.1016/S1876-3804(21)60012-5
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Based on the pseudo-analytical equation of electromagnetic log for layered formation, an optimal boundary match method is proposed to adaptively truncate the encountered formation structures. An efficient integral method is put forward to significantly accelerate the convergence of Sommerfeld integral. By asymptotically approximating and subtracting the first reflection/transmission waves from the scattered field, the new Sommerfeld integral method has addressed difficulties encountered by the traditional digital filtering method, such as low computational precision and limited operating range, and realized the acceleration of the computation speed of logging-while-drilling electromagnetic measurements (LWD EM). By making use of the priori information from the offset/pilot wells and interactively adjusting the formation model, the optimum initial guesses of the inversion model is determined in order to predict the nearby formation boundaries. The gradient optimization algorithm is developed and an interactive inversion system for the LWD EM data from the horizontal wells is established. The inverted results of field data demonstrated that the real-time interactive inversion method is capable of providing the accurate boundaries of layers around the wellbore from the LWD EM, and it will benefit the wellbore trajectory optimization and reservoir interpretation.
引用
收藏
页码:159 / 168
页数:10
相关论文
共 50 条
  • [1] Real-time forward modeling and inversion of logging-while-drilling electromagnetic measurements in horizontal wells
    WANG Lei
    LIU Yingming
    WANG Caizhi
    FAN Yiren
    WU Zhenguan
    PetroleumExplorationandDevelopment, 2021, 48 (01) : 159 - 168
  • [2] Real-time forward modeling and inversion of logging- while-drilling electromagnetic measurements in horizontal wells
    Wang L.
    Liu Y.
    Wang C.
    Fan Y.
    Wu Z.
    Shiyou Kantan Yu Kaifa/Petroleum Exploration and Development, 2021, 48 (01): : 139 - 147
  • [3] Real-time inversion of logging-while-drilling azimuthal electromagnetic measurements acquired in high-angle and horizontal wells
    Wang Lei
    Fan YiRen
    Cao YingChang
    Deng ShaoGui
    CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2020, 63 (04): : 1715 - 1724
  • [4] Huber inversion for logging-while-drilling resistivity measurements in high angle and horizontal wells
    Hu, Xufei
    Fan, Yiren
    GEOPHYSICS, 2018, 83 (04) : D113 - D125
  • [5] High-Fidelity Real-Time Imaging With Electromagnetic Logging-While-Drilling Measurements
    Thiel, Michael
    Omeragic, Dzevat
    IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, 2017, 3 (02): : 369 - 378
  • [6] Fast inversion of logging-while-drilling resistivity measurements acquired in multiple wells
    Bakr, Shaaban A.
    Pardo, David
    Torres-Verdin, Carlos
    GEOPHYSICS, 2017, 82 (03) : E111 - E120
  • [7] Rapid forward modeling of multidetector logging-while-drilling Sigma measurements
    Ortega, Edwin
    Torres-Verdin, Carlos
    Preeg, William E.
    GEOPHYSICS, 2014, 79 (04) : D253 - D274
  • [8] Fast anisotropic resistivities inversion of logging-while-drilling resistivity measurements in high-angle and horizontal wells
    Wang, Lei
    Wu, Zhen-Guan
    Fan, Yi-Ren
    Huo, Li-Zhuang
    APPLIED GEOPHYSICS, 2020, 17 (03) : 390 - 400
  • [9] Fast anisotropic resistivities inversion of logging-while-drilling resistivity measurements in high-angle and horizontal wells
    Lei Wang
    Zhen-Guan Wu
    Yi-Ren Fan
    Li-Zhuang Huo
    Applied Geophysics, 2020, 17 : 390 - 400
  • [10] Logging-while-drilling azimuthal measurements optimize horizontal laterals
    不详
    JOURNAL OF PETROLEUM TECHNOLOGY, 2000, 52 (09): : 56 - +