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    • 1. 发明申请
    • METHOD FOR OPTIMIZATION WITH GRADIENT INFORMATION
    • 用梯度信息优化的方法
    • WO2011049654A1
    • 2011-04-28
    • PCT/US2010/043402
    • 2010-07-27
    • EXXONMOBIL UPSTREAM RESEARCH COMPANYIMHOF, MatthiasGHAYOUR, KavehSUN, Tao
    • IMHOF, MatthiasGHAYOUR, KavehSUN, Tao
    • G06G7/48
    • G01V11/00G01V1/282G01V1/30G01V2210/614G01V2210/66G01V2210/661G01V2210/665
    • A method of improving a geologic model of a subsurface region. One or more sets of parameter values are selected. Each parameter represents a geologic property. A cost and a gradient of the cost are obtained for each set. A geometric approximation of a parameter space defined by one or more formations is constructed. A response surface model is generated expressing the cost and gradient associated with each formation. When a finishing condition is not satisfied, at least one additional set is selected based at least in part on the response surface model associated with previously selected sets. Parts of the method are repeated using successively selected additional sets to update the approximation and the response surface model until the finishing condition is satisfied. Sets having a predetermined level of cost to a geologic model of the subsurface region and/or their associated predicted outcomes are outputted to update the geologic model.
    • 一种改善地下区域地质模型的方法。 选择一组或多组参数值。 每个参数代表地质属性。 为每一组获得成本和成本梯度。 构造由一个或多个地层定义的参数空间的几何近似。 生成响应曲面模型,表示与每个组合相关联的成本和梯度。 当不满足整理条件时,至少部分地基于与先前选择的组相关联的响应面模型选择至少一个附加集合。 使用连续选择的附加集来重复该方法的部分以更新近似值和响应面模型,直到满足完成条件。 输出具有对地下区域的地质模型和/或其相关联的预测结果的预定成本水平的集合以更新地质模型。
    • 2. 发明申请
    • GRADIENT-BASED WORKFLOWS FOR CONDITIONING OF PROCESS-BASED GEOLOGIC MODELS
    • 基于过程的地质模型的基于梯度的工作流程
    • WO2010104536A1
    • 2010-09-16
    • PCT/US2009/066608
    • 2009-12-03
    • EXXONMOBIL UPSTREAM RESEARCH COMPANYSUN, TaoGHAYOUR, KavehIMHOF, Matthias
    • SUN, TaoGHAYOUR, KavehIMHOF, Matthias
    • G06F7/60
    • G01V11/00
    • A method for correlating predicted data describing a subsurface region with obtained data describing the subsurface region is provided. Data is obtained describing an initial state of the subsurface region. Data describing a subsequent state of the subsurface region is predicted. A likelihood measure that determines whether the predicted data is within an acceptable range of the obtained data is dynamically and/or interactively updated. The predicted data is compared with the obtained data using the likelihood measure and determining a sensitivity of the predicted data if the predicted data is not within an acceptable range of the obtained data as measured by the likelihood measure. Data describing the initial state of the subsurface region is adjusted based on the sensitivity before performing a subsequent iteration of predicting data describing the subsequent state of the subsurface region. The predicted data is outputted.
    • 提供了一种将描述地下区域的预测数据与获得的描述地下区域的数据相关联的方法。 获得描述地下区域的初始状态的数据。 预测描述地下区域的后续状态的数据。 确定预测数据是否在所获得的数据的可接受范围内的似然度量被动态地和/或交互地更新。 如果预测数据不在通过似然度量测量得到的数据的可接受范围内,则将预测数据与所获得的数据进行比较,并使用似然度量确定预测数据的灵敏度。 描述地下区域的初始状态的数据在执行后续迭代预测描述地下区域的后续状态的数据之前基于灵敏度进行调整。 输出预测数据。