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    • 1. 发明申请
    • MODELING OF HYDROCARBON RESERVOIRS USING DESIGN OF EXPERIMENTS METHODS
    • 使用实验设计方法建立油气储层
    • WO2009139949A1
    • 2009-11-19
    • PCT/US2009/035855
    • 2009-03-03
    • EXXONMOBIL UPSTREAM RESEARCH COMPANYHUANG, HaoHSU, Sheng-YuanBURDETTE, Jason, A.ASMANN, Marcus
    • HUANG, HaoHSU, Sheng-YuanBURDETTE, Jason, A.ASMANN, Marcus
    • G06F7/60
    • E21B43/00
    • Methods for generating a surrogate model for subsurface analysis may include identifying input parameters for the subsurface analysis, and selecting a range of values for the identified parameters. The methods also include selecting a design of experiments method for filling sampling points within the ranges of values for the identified input parameters. The design of experiments method may be a classical method or a space-filling technique. The methods also include filling sampling points within the ranges of values for the identified input parameters. The sampling points are filled based on the design of experiments method selected. The methods further include acquiring output values for each of the selected sampling points, and constructing a surrogate model based upon the output values for at least some of the selected sampling points. The surrogate model is a mathematical equation that represents a simplified model for predicting solutions to complex reservoir engineering problems.
    • 用于生成用于地下分析的替代模型的方法可以包括识别用于地下分析的输入参数,以及为所识别的参数选择值的范围。 所述方法还包括选择用于在所识别的输入参数的值的范围内填充采样点的实验方法的设计。 实验方法的设计可以是经典的方法或空间填充技术。 这些方法还包括在所识别的输入参数的值的范围内填充采样点。 基于所选实验方法的设计填充采样点。 所述方法还包括获取每个所选择的采样点的输出值,以及基于所选择的采样点中的至少一些的输出值构建代理模型。 代理模型是一个数学方程,代表了一个简化的模型,用于预测复杂油藏工程问题的解决方案。