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Using Surface Deformation To Estimate Reservoir Dilation: Strategies To Improve Accuracy

机译:使用表面变形估算储层膨胀:提高精度的策略

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Reservoir dilat(at)ions, which are induced by a variety of sub-surface injection operations, propagate to the surrounding formations and extend up to the ground surface, resulting in surface deformations. The surface deformations can be mea-sured using various technologies and can be inverted to infer reservoir dilations (volume change distribution). This paper discusses the mathematical aspects of the inverse process in detail and investigates factors affecting the accuracy of the inverse solution through a parametric study. Based on results of the parametric study, the volume change distribution in the lateral direction can be estimated with both high accuracy and high resolution by applying the Tikhonov regularization technique. The volume change distribution in the vertical di-rection can also be resolved to a certain extent by providing further information regarding the desired solution in terms of an initial estimate. Strategies to improve accuracy of the in-verse solution in the lateral as well as in the vertical directions are also discussed.
机译:各种地下注入操作引起的储层膨胀,扩散到周围地层并延伸到地表,导致表面变形。可以使用各种技术来测量表面变形,并且可以将其反转以推断储层膨胀(体积变化分布)。本文详细讨论了逆过程的数学方面,并通过参数研究来研究影响逆解精度的因素。根据参数研究的结果,可以通过应用Tikhonov正则化技术以高精度和高分辨率估算横向的体积变化分布。垂直方向上的体积变化分布还可以通过在初始估计方面提供有关所需解决方案的更多信息来在一定程度上解决。还讨论了提高横向和纵向反解精度的策略。

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