发明名称 |
RESOURCE IDENTIFICATION USING HISTORIC WELL DATA |
摘要 |
A method for identifying a resource in a field using historic well data including vertical well logs for the resource and historic horizontal well production data for the resource, the method including extracting a plurality of features from the vertical well logs, performing a spatial interpolation of the plurality of features extracted from the vertical well logs onto coordinates of the horizontal well production data to determine a plurality of interpolated features, and building a model predicting production of the resource in the field by regressing the horizontal well production data onto the interpolated features, wherein the model is displayed as a visualization of the resource production predicted in the field. |
申请公布号 |
US2016208582(A1) |
申请公布日期 |
2016.07.21 |
申请号 |
US201514986498 |
申请日期 |
2015.12.31 |
申请人 |
International Business Machines Corporation |
发明人 |
KORMAKSSON MATTHIAS;VIEIRA MARCOS RODRIGUES;ZADROZNY BIANCA |
分类号 |
E21B41/00;G06F17/50;G06F17/18 |
主分类号 |
E21B41/00 |
代理机构 |
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代理人 |
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主权项 |
1. A method for identifying a resource in a field using historic well data including vertical well logs for the resource and horizontal well production data for the resource, the method comprising:
extracting a plurality of features from the vertical well logs; performing a spatial interpolation of the plurality of features extracted from the vertical well logs onto coordinates of the horizontal well production data to determine a plurality of interpolated features; and building a model predicting production of the resource in the field by regressing the horizontal well production data onto the interpolated features, wherein the model is displayed as a visualization of the resource production predicted in the field. |
地址 |
Armonk NY US |