Method for estimating fluid saturation of a rock
AssigneeShell USA, Inc.
InventorsNishank Saxena, Faruk Ömer Alpak, Amie Marie Hows, John Justin Freeman, Bochao Zhao
Life of this patent
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AssigneeShell USA, Inc.
InventorsNishank Saxena, Faruk Ömer Alpak, Amie Marie Hows, John Justin Freeman, Bochao Zhao
Estimating the term…
The present invention provides a method for estimating fluid saturation of a hydrocarbon-bearing rock from a rock image. The image is segmented to represent either a pore space or solid material in the rock. An image pore volume is estimated from the segmented image, and a corrected pore volume is determined to account for the sub-resolution pore volume missing in the image of the rock. An image-derived wetting fluid saturation of the rock is estimated using a direct flow simulation on the rock image and corrected for the corrected pore volume. A backpropagation-enabled trained model can be used to segment the image. A backpropagation-enabled method can be used to estimate the fluid saturation using an image selected from a series of 2D projection images, 3D reconstructed images and combinations thereof.
A method for estimating fluid saturation of a hydrocarbon-bearing rock from a rock image, comprising:
Dependencies are inferred from the claim text.