Inferring petrophysical properties of hydrocarbon reservoirs using a neural network
US-2019087939-A1 · Mar 21, 2019 · US
US11249065B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11249065-B2 |
| Application number | US-201916393059-A |
| Country | US |
| Kind code | B2 |
| Filing date | Apr 24, 2019 |
| Priority date | Apr 24, 2019 |
| Publication date | Feb 15, 2022 |
| Grant date | Feb 15, 2022 |
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A system for testing properties of a sample, the system including a test cell. The test cell includes a cell casing having a first end piece, a second end piece, and at least one wall extending between the first end piece and the second end piece. The cell casing defines a pressure boundary enclosing an interior region of the cell. The test cell further includes a sample chamber, a first reservoir, and a second reservoir disposed within the pressure boundary. The sample chamber defines an interior region. The first reservoir fluidly connects to the interior region of the sample chamber. The second reservoir fluidly connects to the interior region of the sample chamber. The test cell also has a piston assembly having a piston fluid chamber and a piston with a stem extending into the piston fluid chamber. The piston partially defines the sample chamber.
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What is claimed is: 1. A system for testing properties of a sample, the system comprising: a test cell comprising: a cell casing comprising a first end piece, a second end piece, and a cylindrical body extending between the first end piece and the second end piece, the cell casing enclosing an interior region of the cell; a first reservoir; a second reservoir; a piston with a stem and a head, the head of the piston in sealing engagement with an inner surface of the cylindrical body of the test cell wherein the piston head and the first end piece at least partially define a sample chamber; an inner channel extending through the stem of the piston that extends to the sample chamber; and a sample line fluidly connected to the first reservoir and the sample chamber; and a circulation line attached to the inner channel that extends from the stem of the piston through the second end piece, wherein the circulation line fluidly connects to the second reservoir and the sample chamber. 2. The system of claim 1 , wherein the piston is part of a piston assembly, the piston assembly also comprising a piston fluid chamber defined in the second end piece. 3. The system of claim 2 , wherein the circulation line extends through the piston fluid chamber. 4. The system of claim 1 , wherein the sample chamber is defined by the piston head, the first end piece, and the cylindrical body of the test cell. 5. The system of claim 1 , wherein the sample chamber is defined by the piston head, the first end piece, and a cylindrical jacket parallel to the cylindrical body of the test cell, the cylindrical jacket extending between the piston head and the first end piece. 6. The system of claim 5 , further comprising an overburden fluid supply line extending from a portion of the interior region outside the sample chamber through the cell casing. 7. The system of claim 1 , wherein a surface of the first end piece exposed to the sample chamber is flat. 8. The system of claim 1 , further comprising one or more processing units implementing a neural network. 9. The system of claim 8 , further comprising an electrical probe incorporated in the first end piece adjacent the sample chamber, the electrical probe in communication with the neural network. 10. The system of claim 9 , further comprising a first acoustic sensor incorporated in the second end piece, the first acoustic sensor in communication with the neural network. 11. The system of claim 10 , further comprising a second acoustic sensor incorporated in the first end piece, the second acoustic sensor in communication with the neural network. 12. The system of claim 1 , further comprising: a centrifuge with a plurality of recesses, each recess sized to receive the test cell. 13. The system of claim 12 , wherein the centrifuge is part of a tri-axial centrifuge apparatus.
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