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渤海油田砂岩储层岩石力学参数预测经验公式研究 被引量:5
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作者 邓晗 孟召兰 +3 位作者 王尧 刘玉飞 邢洪宪 张纪双 《海洋石油》 CAS 2020年第2期61-66,95,共7页
获取储层岩石力学资料是进行出砂预测的基础性工作。取得岩心力学资料最为可靠的方式是通过岩心进行实验测得,但岩石力学实验往往具有一定的偏差性和局限性。为获得有效的岩石力学参数,该文借助了更易获取的测井资料,寻找了测井数据与... 获取储层岩石力学资料是进行出砂预测的基础性工作。取得岩心力学资料最为可靠的方式是通过岩心进行实验测得,但岩石力学实验往往具有一定的偏差性和局限性。为获得有效的岩石力学参数,该文借助了更易获取的测井资料,寻找了测井数据与实验数据之间的内在关系,进而对岩石力学参数进行预测。该文利用渤海4个油田几十个岩心的单轴抗压强度实验数据统计分析,发现单轴抗压强度与声波时差、深度、密度等测井数据呈现较强的相关性。利用多元广义线性回归,建立了岩石力学参数预测公式。利用新开发油田的岩石数据进行了验证,结果表明,新公式误差远小于常规经验公式,且绝对误差值在1.5 MPa以内。该公式在渤海油田具有较好的适应性和可靠性。 展开更多
关键词 抗压强度 回归模型 声波时差值 深度 密度
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Stability of finite difference numerical simulations of acoustic logging-while-drilling with different perfectly matched layer schemes 被引量:3
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作者 王华 陶果 +2 位作者 尚学峰 方鑫定 Daniel R Burns 《Applied Geophysics》 SCIE CSCD 2013年第4期384-396,510,511,共15页
In acoustic logging-while-drilling (ALWD) finite difference in time domain (FDTD) simulations, large drill collar occupies, most of the fluid-filled borehole and divides the borehole fluid into two thin fluid colu... In acoustic logging-while-drilling (ALWD) finite difference in time domain (FDTD) simulations, large drill collar occupies, most of the fluid-filled borehole and divides the borehole fluid into two thin fluid columns (radius -27 mm). Fine grids and large computational models are required to model the thin fluid region between the tool and the formation. As a result, small time step and more iterations are needed, which increases the cumulative numerical error. Furthermore, due to high impedance contrast between the drill collar and fluid in the borehole (the difference is 〉30 times), the stability and efficiency of the perfectly matched layer (PML) scheme is critical to simulate complicated wave modes accurately. In this paper, we compared four different PML implementations in a staggered grid finite difference in time domain (FDTD) in the ALWD simulation, including field-splitting PML (SPML), multiaxial PML(M- PML), non-splitting PML (NPML), and complex frequency-shifted PML (CFS-PML). The comparison indicated that NPML and CFS-PML can absorb the guided wave reflection from the computational boundaries more efficiently than SPML and M-PML. For large simulation time, SPML, M-PML, and NPML are numerically unstable. However, the stability of M-PML can be improved further to some extent. Based on the analysis, we proposed that the CFS-PML method is used in FDTD to eliminate the numerical instability and to improve the efficiency of absorption in the PML layers for LWD modeling. The optimal values of CFS-PML parameters in the LWD simulation were investigated based on thousands of 3D simulations. For typical LWD cases, the best maximum value of the quadratic damping profile was obtained using one do. The optimal parameter space for the maximum value of the linear frequency-shifted factor (a0) and the scaling factor (β0) depended on the thickness of the PML layer. For typical formations, if the PML thickness is 10 grid points, the global error can be reduced to 〈1% using the optimal PML parameters, and the error will decrease as the PML thickness increases. 展开更多
关键词 PML schemes FD simulation LWD acoustic
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