Methods and related systems of building models and predicting operational outcomes of a drilling operation
AssigneeLandmark Graphics Corporation
InventorsOlivier Germain, Keshava P. Rangarajan, Amit K. Singh, Hermanus Teunissen, Ram N. Adari
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Abstract
Building models and predicting operational outcomes of a drilling operation. At least some of the illustrative embodiments are methods including: gathering sensor data regarding offset wells and context data regarding the offset wells, and placing the sensor data and context data into a data store; creating a reduced data set by identifying a correlation between data in the data store and an operational outcome in a drilling operation; creating a model based on the reduced data set; and predicting the operational outcome based on the model.
Claims27
A method comprising:
- gathering sensor data regarding offset wells and context data regarding the offset wells, and placing the sensor data and context data into a data store;
- creating a reduced data set by identifying a correlation between data in the data store and an operational outcome in a drilling operation;
- creating a model based on the reduced data set;
- and
- predicting the operational outcome based on the model.
A computer system comprising:
- a processor;
- a memory coupled to the processor;
- a display device coupled to the processor;
- wherein the memory storing a program that, when executed by the processor, causes the processor to:
- gather sensor data regarding offset wells and context data regarding the offset wells, and place the sensor data and context data into a data store;
- create a reduced data set by identification of a correlation between data in the data store and an operational outcome in a drilling operation;
- create at least one a model based on the reduced data set;
- and
- predict the operational outcome based on the at least one model.
A non-transitory computer-readable medium storing a program that, when executed by processor, causes the processor to:
- gather sensor data regarding offset wells and context data regarding the offset wells, and place the sensor data and context data into a data store;
- create a reduced data set by identification of a correlation between data in the data store and an operational outcome in a drilling operation;
- create at least one a model based on the reduced data set;
- and
- predict the operational outcome based on the at least one model.
Dependencies are inferred from the claim text.