Method and system for predicting drilling events
US-2015369042-A1 · Dec 24, 2015 · US
US10400570B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10400570-B2 |
| Application number | US-201414538672-A |
| Country | US |
| Kind code | B2 |
| Filing date | Nov 11, 2014 |
| Priority date | Nov 13, 2013 |
| Publication date | Sep 3, 2019 |
| Grant date | Sep 3, 2019 |
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A method for monitoring condition of a wellbore includes initializing a value of at least one parameter having a relationship to likelihood of a drill string becoming stuck in a wellbore (the HCF). During drilling operations, at least one drilling parameter having a determinable relationship to the HCF is measured. In a computer, the value of the HCF is recalculated based on the at least one measured parameter. The initial value of the HCF and the recalculated values of the HCF are displayed to a user.
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What is claimed is: 1. A method for monitoring condition of a wellbore, comprising: generating a model of wellbore conditions for a wellbore being drilled or to be drilled by a drill system that includes a drill string, wherein the model is based at least in part on filter cake quality, initial peak torque on startup of rotation of the drill string, overpull, or a combination thereof: initializing in a computer a value of a hole condition factor (HCF) based on values for a plurality of parameters having a relationship to likelihood of the drill string of the drilling system becoming stuck in a wellbore; during drilling operations, measuring at least one drilling parameter having a determinable relationship to the HCF using a measuring device of the drilling system; in the computer, recalculating the value of the HCF using the at least one measured drilling parameter, wherein recalculating the HCF comprises: determining coefficients each corresponding to a respective one of the plurality of parameters based on one or more characteristics of the wellbore, coefficients for an offset wellbore, or both, wherein the coefficients are representative of a correlation between the respective parameters; determining the plurality of parameters, wherein least one of the parameters is determined based on a difference between a measured value of the at least one measured drilling parameter and a theoretical value calculated for the at least one measured drilling parameter; and multiplying the plurality of parameters by the corresponding coefficients to generate factors; and combining the factors to generate the HCF; adjusting the model based on the recalculated HCF; displaying at least a portion of the model after adjusting the model; determining a corrective action to take in the drilling system based on the recalculated value of the HCF to avoid a drilling hazard; and adjusting the drilling system to implement the corrective action. 2. The method of claim 1 further comprising: determining the corrective action based on the plurality of parameters when the value of the HFC exceeds a selected threshold; and displaying the corrective action when the value of the HCF exceeds the selected threshold, wherein the corrective action includes an indication of a drilling parameter to adjust in the drilling system. 3. The method of claim 2 wherein the selected threshold is determined using measurements made in at least one other wellbore. 4. The method of claim 1 further comprising identifying trends in the recalculated values of HCF, forecasting values of HCF for a selected distance along the wellbore from a current position of a drill string in the wellbore and displaying at least one of an alarm and the corrective action when any of the forecast values of HCF exceeds the selected threshold. 5. The method of claim 1 wherein the plurality of parameters are calculated based on differences between measured values and theoretically calculated values of at least one of drag and torque, equivalent circulating density or equivalent static density of a drilling fluid, pumping pressure of the drilling fluid, a hole cleaning index, a filter cake quality index and a vibration parameter. 6. The method of claim 5 wherein at least one of the plurality of parameters is calculated based in part on drag and torque, and wherein the drag and torque are determined using measured weight of a drill string and measured torque applied to the drill string. 7. The method of claim 5 wherein at least one of the plurality of parameters is calculated based in part on the equivalent circulating density, and wherein the equivalent circulating density is determined using a density of the drilling fluid and a pressure factor related to flow rate of the drilling fluid into the wellbore. 8. The method of claim 5 wherein at least one of the plurality of parameters is calculated based in part on the hole cleaning index, and wherein the hole cleaning index is determined by combining analytical modeling and historical analysis of cuttings transport data. 9. The method of claim 5 wherein at least one of the plurality of parameters is calculated based in part on the filter cake quality index, and wherein the filter cake quality index is determined by making measurements of properties of the drilling fluid using a predetermined test procedure. 10. The method of claim 5 wherein at least one of the plurality of parameters is calculated based in part on the vibration factor, and wherein the vibration factor is determined using a weight applied to a drill bit on a drill string and a torque applied to the drill string at the surface. 11. The method of claim 5 wherein at least one of the plurality of parameters is calculated based in part on a tortuosity index determined by estimating a deviation from a well path using directional surveys. 12. The method of claim 5 wherein a sum of the coefficients is set to unity, and wherein the corresponding parameters comprise the drag and torque, the equivalent circulating density or equivalent static density of the drilling fluid, the pumping pressure of the drilling fluid, the hole cleaning index, the filter cake quality index and the vibration parameter. 13. The method of claim 12 wherein a value of at least one of the corresponding parameters is not present in the calculation, and the sum of the coefficients of the corresponding parameters having values that are present is set to unity. 14. The method of claim 1 wherein a sum of the coefficients is set to unity. 15. A system for monitoring condition of a wellbore, comprising: a computer having initialized therein a value of a hole condition factor (HCF) based on values for a plurality of parameters having a relationship to likelihood of a drill string becoming stuck in a wellbore; at least one sensor for measuring at least one drilling parameter having a determinable relationship to the HCF, the at least one sensor in signal communication with the computer, wherein the computer is programmed to perform operations, the operations comprising: generating a model of a wellbore conditions for a wellbore being drilled or to be drilled by a drill system that includes the drill string, wherein the model is based at least in part on filter cake quality, initial peak torque on startup of rotation of the drill string, overpull, or a combination thereof; recalculating the value of the HCF using the at least one measured drilling parameter, wherein recalculating the HCF comprises: determining coefficients each corresponding to a respective one of the plurality of parameters based on one or more characteristics of the wellbore, coefficients for an offset wellbore, or both, wherein the coefficients are representative of a correlation between the respective parameters; determining the plurality of parameters, wherein least one of the parameters is determined based on a difference between a measured value of the at least one measured drilling parameter and a theoretical value calculated for the at least one measured drilling parameter; multiplying the plurality of parameters by the corresponding coefficients to generate factors; and combining the factors to generate the HCF; adjusting the model based on the recalculated HCF; displaying at least a portion of the model after adjusting the model; determining, by operation of the computer, a corrective action to take in the drilling system based on a value of the HCF to avoid a drilling hazard; and adjusting, by operation of the computer, the drilling system to implement the corrective action; and a display in signal communi
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