Systems and methods for controlling a drilling operation
A method can include determining that measured outputs of first and second sensors are correlated, calculating a second sensor output based on the measured first sensor output, and in response to a loss of the measured second sensor output or a failure of an item of equipment, controlling a drilling operation based on the calculated second sensor output. A control system can include a statistical model that determines a correlation between measured outputs of first and second sensors, and calculates a calculated second sensor output based on the measured first sensor output, a controller that controls the drilling operation, and a hydraulics model that determines how the drilling operation should be controlled to achieve a desired objective, and determines, based on the calculated second sensor output, how the drilling operation should be controlled, in response to a loss of the measured second sensor output or an equipment failure.
1. A method of controlling a well drilling operation, the method comprising:
receiving measured outputs of first and second sensors in real time during the drilling operation;
determining that the measured outputs of the first and second sensors are correlated;
calculating a calculated second sensor output based on the measured first sensor output;
determining whether the calculated second sensor output and the measured second sensor output are statistically correlated;
determining that an item of equipment whose output is measured by the second sensor has failed, in response to a finding that the calculated second sensor output and the measured second sensor output are statistically correlated; and
controlling the drilling operation based on the calculated second sensor output, in which the controlling comprises adjusting a restriction to flow through a choke.
2. The method of claim 1 , in which the first sensor comprises a pressure sensor, and the second sensor comprises a flow rate sensor that measures a parameter corresponding to a rate of flow of a fluid into a drill string.
3. The method of claim 1 , in which the first sensor comprises a flow rate sensor that measures a parameter corresponding to a rate of flow of a fluid into a drill string, and the second sensor comprises a pressure sensor.
4. The method of claim 1 , further comprising determining that the second sensor has failed, in response to a lack of statistical correlation between the calculated second sensor output and the measured second sensor output.
5. The method of claim 1 , in which the item of equipment comprises a pump, and further comprising determining that the pump has failed, in response to the finding that the calculated second sensor output and the measured second sensor output are statistically correlated.
6. A drilling operation control system, comprising:
a statistical model configured to determine a statistical correlation between measured outputs of first and second sensors, and to calculate a calculated second sensor output based on the measured first sensor output;
a controller configured to control the drilling operation; and
a hydraulics model configured to determine how the drilling operation should be controlled to achieve a desired objective, and
in which the hydraulics model is further configured to determine, based on the calculated second sensor output, how the drilling operation should be controlled, in response to a failure of an item of equipment whose output is measured by the second sensor.
7. The drilling operation control system of claim 6 , in which the controller is configured to adjust a restriction to flow through a choke during the drilling operation.
8. The drilling operation control system of claim 6 , in which the first sensor comprises a pressure sensor, and the second sensor comprises a flow rate sensor configured to measure a parameter corresponding to a rate of flow of a fluid into a drill string.
9. The drilling operation control system of claim 6 , in which the first sensor comprises a flow rate sensor configured to measure a parameter corresponding to a rate of flow of a fluid into a drill string, and the second sensor comprises a pressure sensor.
10. The drilling operation control system of claim 6 , in which the statistical model is further configured to determine whether the calculated second sensor output and the measured second sensor output are statistically correlated.
11. The drilling operation control system of claim 10 , in which the item of equipment comprises a pump, and in which the statistical model is further configured to determine that the pump has failed, in response to a finding that the calculated second sensor output and the measured second sensor output are statistically correlated.
12. The drilling operation control system of claim 10 , in which the statistical model is further configured to determine that the second sensor has failed, in response to a lack of statistical correlation between the calculated second sensor output and the measured second sensor output.
13. A method of controlling a well drilling operation, the method comprising:
receiving measured outputs of a pressure sensor and a flow rate sensor in real time during the drilling operation;
determining that the measured outputs of the pressure and flow rate sensors are correlated;
calculating a calculated flow rate sensor output based on the measured pressure sensor output; and
in response to one of the group consisting of a) a loss of the measured flow rate sensor output and b) a failure of an item of equipment whose output is measured by the flow rate sensor, controlling the drilling operation based on the calculated flow rate sensor output.
14. The method of claim 13 , in which the controlling comprises adjusting a restriction to flow through a choke.
15. The method of claim 13 , in which the flow rate sensor measures a parameter corresponding to a rate of flow of a fluid into a drill string.
16. The method of claim 13 , further comprising determining whether the calculated flow rate sensor output and the measured flow rate sensor output are statistically correlated.
17. The method of claim 16 , further comprising determining that the flow rate sensor has failed, in response to a lack of statistical correlation between the calculated flow rate sensor output and the measured flow rate sensor output.
18. The method of claim 16 , in which the item of equipment comprises a pump, and further comprising determining that the pump has failed, in response to a finding that the calculated flow rate sensor output and the measured flow rate sensor output are statistically correlated.