Mitigation of high frequency coupled vibrations in PDC bits using in-cone depth of cut controllers
Design parameters for PDC drill bit including in-cone depth of cut controllers (DOCCs) are correlated to instances of coupled vibrations in the axial, lateral, and torsional directions occurring during downhole drilling. Design parameters are quantified by drilling efficiency (DE), average in-cone DOCC contact area, average weight on bit (WOB) taken off by in-cone DOCC, and average torque on bit (TOB) taken off by in-cone DOCC. Design guidelines to mitigate coupled vibrations are generated by correlating design parameter quantifiers and instances of coupled vibrations. Potential drill bit designs are then validated against the generated guidelines in order to mitigate vibration in future drilling runs.
1. A method comprising:
calculating values for first and second depth of cut controller design parameters for a plurality of drill bit designs;
based on drilling data, correlating instances of coupled vibrations to values of the first and second depth of cut controller design parameters;
based on the correlating, determining a set of one or more limits for the first and second depth of cut controller design parameters that mitigate occurrences of coupled vibrations;
generating drill bit design rules based, at least in part, on the one or more limits for the first and second depth of cut controller design parameters, wherein the drill bit design rules include generating a multi-parameter design space wherein coupled vibrations are mitigated; and
producing a drill bit with minimum of coupled vibration when used in a drilling run in a formation based on the drill bit design rules.
2. The method of claim 1 further comprising:
validating a drill bit design based, at least in part, on the generated drill bit design rules, wherein validating comprises determining that a value for the first and second depth of cut controller design parameters for the drill bit design lies within the set of one or more limits for values of the first and second depth of cut controller design parameters that mitigate occurrences of coupled vibrations.
3. The method of claim 2 further comprising:
based on a determination that the drill bit design is not valid, adjusting the drill bit design based, at least in part, on a difference between the value of the first and second depth of cut controller design parameters and the set of one or more limits for values of the first and second depth of cut controller design parameters that mitigate occurrences of coupled vibrations.
4. The method of claim 1 wherein coupled vibrations comprise vibrations detected at a substantially similar frequency across two or more axes.
5. The method of claim 4 wherein axes comprise an axial axis, a lateral axis, and a torsional axis.
6. The method of claim 1 wherein coupled vibrations further comprise high frequency coupled vibrations.
7. The method of claim 1 wherein drilling data comprises at least one of vibrational data from drilling runs in a formation and vibrational data from simulated drilling runs.
8. The method of claim 1 wherein the first and second depth of cut controller design parameters comprise at least one of a depth of cut, a critical depth of cut, a drilling efficiency, a depth of cut range, weight on bit taken off by a depth of cut controller, torque on bit taken off by a depth of cut controller, average weight on bit taken off by a depth of cut controller, and average torque on bit taken off by a depth of cut controller.
9. A non-transitory, computer-readable medium having instructions stored thereon that are executable by a computing device, the instructions to:
calculate values for first and second depth of cut controller design parameters for a plurality of drill bit designs;
based on drilling data, correlate instances of coupled vibrations to values of the first and second depth of cut controller design parameters;
based on the correlation, determine a set of one or more limits for the first and second depth of cut controller design parameters that mitigate occurrences of coupled vibrations;
generate drill bit design rules based, at least in part, on the one or more limits for the first and second depth of cut controller design parameters, wherein the drill bit design rules include generating a multi-parameter design space wherein coupled vibrations are mitigated; and
produce a drill bit with minimum of coupled vibration when used in a drilling run in a formation based on the drill bit design rules.
10. The non-transitory, computer-readable media of claim 9 , wherein the instructions further comprise instructions to:
validate a drill bit design based, at least in part, on the generated drill bit design rules, wherein validation comprises instructions to determine that a value for the first and second depth of cut controller design parameters for the drill bit design lies within the set of one or more limits for values of the first and second depth of cut controller design parameters that mitigate occurrences of coupled vibrations; and
based on a determination that the drill bit design is not valid, adjust the drill bit design based, at least in part, on a difference between the value of the first and second depth of cut controller design parameters and the set of one or more limits for values of the first and second depth of cut controller design parameters that mitigate occurrences of coupled vibrations.
11. The non-transitory, computer-readable media of claim 9 , wherein coupled vibrations comprise high frequency vibrations detected at a substantially similar frequency across at least two of axial, lateral, and torsional axes.
12. The non-transitory, computer-readable media of claim 9 , wherein the first and second depth of cut controller design parameters comprise at least one of a depth of cut, a critical depth of cut, a drilling efficiency, a depth of cut range, weight on bit taken off by a depth of cut controller, torque on bit taken off by a depth of cut controller, average weight on bit taken off by a depth of cut controller, and average torque on bit taken off by a depth of cut controller.
13. An apparatus comprising:
a processor; and a computer-readable medium having instructions stored thereon that are executable by the processor to cause the apparatus to,
calculate values for first and second depth of cut controller design parameters for a plurality of drill bit designs;
based on drilling data, correlate instances of coupled vibrations to values of the first and second depth of cut controller design parameters;
based on the correlation, determine a set of one or more limits for the first and second depth of cut controller design parameters that mitigate occurrences of coupled vibrations;
generate drill bit design rules based, at least in part, on the one or more limits for the first and second depth of cut controller design parameters, wherein the drill bit design rules include generating a multi-parameter design space wherein coupled vibrations are mitigated; and
produce a drill bit with minimum of coupled vibration when used in a drilling run in a formation based on the drill bit design rules.
14. The apparatus of claim 13 , further comprising instructions to:
validate a drill bit design based, at least in part, on the generated drill bit design rules, wherein validation comprises instructions to determine that a value for the first and second depth of cut controller design parameters for the drill bit design lies within the set of one or more limits for values of the first and second depth of cut controller design parameters that mitigate occurrences of coupled vibrations; and
based on a determination that the drill bit design is not valid, adjust the drill bit design based, at least in part, on a difference between the value of the first and second depth of cut controller design parameters and the set of one or more limits for values of the first and second depth of cut controller design parameters that mitigate occurrences of coupled vibrations.
15. The apparatus of claim 13 , wherein coupled vibrations comprise high frequency vibrations detected at a substantially similar frequency across at least two of axial, lateral, and torsional axes.