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US 2025/0092770 A1Published application
Pump control framework
AssigneeSchlumberger Technology Corporation
InventorDebashis Gupta
Life of this patent
Estimating the term…
Abstract
A method can include receiving data for a downhole pump operation that utilizes equipment that includes a pump; analyzing the data utilizing a local edge framework that executes a trained machine learning model to identify an operational condition of the downhole pump operation associated with a risk of a reduction in operational lifetime of the pump; and issuing an instruction to the equipment that addresses the operational condition.
Claims20
A method comprising:
- receiving data for a downhole pump operation that utilizes equipment that comprises a pump;
- analyzing the data utilizing a local edge framework that executes a trained machine learning model to identify an operational condition of the downhole pump operation associated with a risk of a reduction in operational lifetime of the pump;
- and
- issuing an instruction to the equipment that addresses the operational condition.
1 more element
A system comprising:
- a processor;
- memory accessible to the processor;
- processor-executable instructions stored in the memory and executable by the processor to instruct the system to:
- receive data for a downhole pump operation that utilizes equipment that comprises a pump;
- analyze the data utilizing a local edge framework that executes a trained machine learning model to identify an operational condition of the downhole pump operation associated with a risk of a reduction in operational lifetime of the pump;
- and
- issue an instruction to the equipment that addresses the operational condition.
4 more elements
One or more computer-readable storage media comprising processor-executable instructions to instruct a computing system to:
- receive data for a downhole pump operation that utilizes equipment that comprises a pump;
- analyze the data utilizing a local edge framework that executes a trained machine learning model to identify an operational condition of the downhole pump operation associated with a risk of a reduction in operational lifetime of the pump;
- and
- issue an instruction to the equipment that addresses the operational condition.
1 more element
Dependencies are inferred from the claim text.