System and method for generation of alerts and advice from automatically detected borehole breakouts
US-8952829-B2 · Feb 10, 2015 · US
US9309747B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9309747-B2 |
| Application number | US-201213618011-A |
| Country | US |
| Kind code | B2 |
| Filing date | Sep 14, 2012 |
| Priority date | Sep 14, 2012 |
| Publication date | Apr 12, 2016 |
| Grant date | Apr 12, 2016 |
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A method of processing parameter data includes: receiving at least one alarm value for a selected interval, the at least one alarm value generated based on a comparison of estimated parameter values at one or more respective interval points with limits at the respective interval points; performing, by a processor, a statistical analysis of the at least one alarm value over the selected interval; and generating an alarm indication associated with the selected interval, the alarm indication corresponding to a result of the statistical analysis.
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The invention claimed is: 1. A method of processing parameter data, comprising: receiving at least one alarm value for at least one of a plurality of selected intervals, the at least one alarm value generated based on a comparison of one or more estimated parameter values with at least one limit at each of the plurality of selected intervals, each alarm value being an indication that the one or more estimated parameter values has exceeded the at least one limit within a respective selected interval, wherein the estimated parameter values include estimated values of a downhole parameter associated with a downhole operation; selecting an accumulated interval, the accumulated interval including at least the plurality of intervals; performing, by a processor, a statistical analysis of the at least one alarm value over the accumulated interval; and generating an accumulated alarm indication associated with the accumulated interval, the alarm indication corresponding to a result of the statistical analysis and indicating the level of risk of the parameter exceeding a selected limit. 2. The method of claim 1 , wherein the at least one alarm value is generated by: selecting at least one limit value for each of a plurality of interval points, the limit value being a value of a parameter; calculating an estimated parameter value at each of the plurality of interval locations; comparing the estimated parameter value to the at least one limit value; and generating an alarm value for the interval points at which the estimated parameter value is within a selected range relative to the at least one limit value. 3. The method of claim 1 , wherein performing the statistical analysis includes selecting statistical criteria, comparing the at least one alarm value to the criteria, and generating the alarm indication in response to one or more of the at least one alarm value satisfying the criteria. 4. The method of claim 3 , wherein, each selected interval includes at least one interval point, each alarm value associated with a respective interval point. 5. The method of claim 1 , wherein the statistical criteria includes at least one of: a minimum number of alarm values generated for the accumulated interval, and a minimum proportion of the accumulated interval that has selected intervals associated with a generated alarm value. 6. The method of claim 2 , wherein the at least one alarm value includes a warning value generated for an interval point at which the estimated parameter value is within a first range relative to the at least one limit value, and a critical value generated for an interval point at which the estimated parameter value is within a second range relative to the at least one limit value, the second range being less than the first range. 7. The method of claim 6 , wherein generating the alarm indication includes generating a critical alarm indication for the selected interval in response to the selected interval including at least one critical value. 8. The method of claim 6 , wherein generating the alarm indication includes generating a warning alarm indication for the selected interval in response to the selected interval including no critical values and at least a selected minimum number of warning values. 9. The method of claim 1 , wherein the selected interval is at least one of a time interval and a depth interval. 10. A computer program product stored on non-transitory machine readable media for processing parameter data by executing machine implemented instructions, the instructions for: receiving at least one alarm value for at least one of a plurality of selected intervals, the at least one alarm value generated based on a comparison of one or more estimated parameter values with at least one limit at each of the plurality of selected intervals, each alarm value being an indication that the one or more estimated parameter values has exceeded the at least one limit within a respective selected interval, wherein the estimated parameter values include estimated values of a downhole parameter associated with a downhole operation; selecting an accumulated interval, the accumulated interval including at least the plurality of intervals; performing, by a processor, a statistical analysis of the at least one alarm value over the accumulated interval; and generating an accumulated alarm indication associated with the accumulated interval, the alarm indication corresponding to a result of the statistical analysis and indicating the level of risk of the parameter exceeding a selected limit. 11. The computer program product of claim 10 , wherein the at least one alarm value is generated by: selecting at least one limit value for each of a plurality of interval points, the limit value being a value of a parameter; calculating an estimated parameter value at each of the plurality of interval locations; comparing the estimated parameter value to the at least one limit value; and generating an alarm value for the interval points at which the estimated parameter value is within a selected range relative to the at least one limit value. 12. The computer program product of claim 10 , wherein performing the statistical analysis includes selecting statistical criteria, comparing the at least one alarm value to the criteria, and generating the alarm indication in response to one or more of the at least one alarm value satisfying the criteria. 13. The computer program product of claim 12 , wherein the selected interval includes a plurality of interval points, the at least one alarm value is a plurality of alarm values each associated with a respective interval point, and the at least one limit value includes a warning level and a critical level, the critical level representing a higher level of risk than the warning level. 14. The computer program product of claim 13 , wherein each of the plurality of alarm values is assigned one of: a warning value based on the estimated parameter value being at least equal to the warning level, and a critical value based on the estimated parameter value being at least equal to the critical level. 15. The computer program product of claim 14 , wherein generating the alarm indication includes setting the alarm indication as an accumulated warning alarm based on a selected number of the alarm values having the warning value, and setting the alarm indication as an accumulated critical alarm based on a selected number of the alarm values having the critical value. 16. The computer program product of claim 14 , wherein generating the alarm indication includes setting the alarm indication as an accumulated critical alarm based on at least one alarm value having the critical value, and setting the alarm indication as an accumulated warning alarm based on a percentage of the alarm values having warning values and having no critical values. 17. The computer program product of claim 15 , wherein generating the alarm indication includes displaying a first resolution in which all of the alarm values and interval points are displayed, and a second resolution in which only the accumulated warning alarm or the accumulated critical alarm is displayed for the interval. 18. The computer program product of claim 10 , wherein the selected interval is at least one of a time interval and a depth interval.
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