Fluid analysis tool and method to use the same
AssigneeHalliburton Energy Services, Inc.
InventorsDingding CHEN, Christopher Michael JONES, Darren GASCOOKE
Life of this patent
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Abstract
A method includes obtaining a measurement of one or more properties of a downhole fluid using a fluid analysis tool. The fluid analysis tool includes fluid sensors and one or more processors coupled with the fluid sensors. A first prediction is generated using the measurement from the fluid sensors. A second prediction is generated using an adaptive neuro-fuzzy inference system based on the first prediction of the properties.
Claims20
A method comprising:
- obtaining, at one or more fluid sensors of a fluid analysis tool in a wellbore, a measurement of one or more properties of a downhole fluid, the fluid sensors communicatively coupled with one or more processors;
- generating, at the one or more processors, a first prediction of the one or more properties using the measurement from the one or more fluid sensors;
- generating a second prediction of the one or more properties of the downhole fluid using an adaptive neuro-fuzzy inference system (ANFIS) based on the first prediction of the one or more properties;
- and
- storing the second prediction on one or more non-transitory computer-readable storage media.
A fluid analysis tool comprising:
- one or more fluid sensors;
- one or more processors communicatively coupled with the one or more fluid sensors;
- and
- one or more non-transitory computer-readable storage media having instructions stored which when executed by the one or more processors, cause the one or more processors to:
- generate a first prediction based on a measurement of one or more properties of a downhole fluid obtained by the one or more fluid sensors;
- generate a second prediction of the one or more properties of the downhole fluid using an adaptive neuro-fuzzy inference system (ANFIS) based on the first prediction of the one or more properties;
- and
- store the second prediction on the one or more non-transitory computer-readable storage media.
A non-transitory computer-readable storage medium having instructions stored which, when executed by a computing device, cause the computing device to perform operations comprising:
- obtaining, at one or more fluid sensors of a fluid analysis tool in a wellbore, a measurement of one or more properties of a downhole fluid, the fluid sensors communicatively coupled with one or more processors;
- generating a first prediction of the one or more properties using the measurement from the one or more fluid sensors;
- generating a second prediction of the one or more properties of the downhole fluid using an adaptive neuro-fuzzy inference system (ANFIS) based on the first prediction of the one or more properties;
- and
- storing the second prediction on one or more non-transitory computer-readable storage media.
Dependencies are inferred from the claim text.