Well system electrical submersible pump equipment failure analysis
AssigneeHalliburton Energy Services, Inc.
InventorsChristina Marie Harrington, Frank Corredor, Jeffrey Bridges
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Abstract
Techniques for electrical submersible pump equipment fault analysis include training, using first training data, one or more machine learning models to categorize previously unseen images of electrical submersible pump equipment into one or more categories of a plurality of categories. The techniques further include training, using second training data, the one or more machine learning models to generate captions for the previously unseen images of electrical submersible pump equipment.
Claims20
A method for electrical submersible pump equipment fault analysis, the method comprising:
- training, using first training data, one or more machine learning models to categorize previously unseen images of electrical submersible pump equipment into one or categories of a plurality of categories;
- and
- training, using second training data, the one or more machine learning models to generate captions for the previously unseen images of electrical submersible pump equipment.
A computing system comprising:
- one or more processors;
- and
- one or more non-transitory computer-readable mediums including instructions which, when executed by the one or more processors, cause the one or more processors to execute one or more operations for electrical submersible pump equipment fault analysis, the instructions including:
- instructions to train, using first training data, one or more machine learning models to categorize previously unseen images of electrical submersible pump equipment into one or categories of a plurality of categories;
- and
- instructions to train, using second training data, the one or more machine learning models to generate captions for the previously unseen images of electrical submersible pump equipment.
One or more non-transitory computer-readable mediums including instructions which, when executed by a processor, cause the processor to execute one or more operations for electrical submersible pump equipment fault analysis, the instructions comprising:
- instructions to train, using first training data, one or more machine learning models to categorize previously unseen images of electrical submersible pump equipment into one or categories of a plurality of categories;
- and
- instructions to train, using second training data, the one or more machine learning models to generate captions for the previously unseen images of electrical submersible pump equipment.
Dependencies are inferred from the claim text.