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US 12,291,957 B2Granted
Field pump equipment system
AssigneeSchlumberger Technology Corporation
InventorsAmey Ambade, Praprut Songchitruksa
Life of this patent
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Abstract
A method can include receiving input that includes time series data from pump equipment at a wellsite, where the wellsite includes a wellbore in contact with a fluid reservoir; processing the input using a first trained machine learning model as an anomaly detector to generate output; and processing the input and the output using a second trained machine learning model to predict a survival function for the pump equipment.
Claims18
A method comprising:
- receiving input that comprises time series data from pump equipment at a wellsite, wherein the wellsite comprises a wellbore in contact with a fluid reservoir;
- processing the input using a first trained machine learning model as an anomaly detector to generate output;
- and
- processing the input and the output using a second trained machine learning model to predict a survival function for the pump equipment.
1 more element
Dependencies are inferred from the claim text.