Neural net for use in drilling simulation
First Claim
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1. A method of optimizing a drilling tool assembly comprising:
- inputting well data into an optimization system, the optimization system including an experience data set and an artificial neural network;
comparing the well data to the experience data set;
developing an initial drilling tool assembly based on the comparing the well data to the experience data, wherein the drilling tool assembly is developed using the artificial neural network;
simulating the initial drilling tool assembly in the optimization system;
creating result data in the optimization system based on the simulating; and
optimizing the drilling tool assembly based on the result data.
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Abstract
A method of optimizing a drilling tool assembly including inputting well data into an optimization system, the optimization system having an experience data set and an artificial neural network. The method further including comparing the well data to the experience data set and developing an initial drilling tool assembly based on the comparing the well data to the experience data, wherein the drilling tool assembly is developed using the artificial neural network. Additionally, the method including simulating the initial drilling tool assembly in the optimization system and creating result data in the optimization system based on the simulating.
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Citations
23 Claims
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1. A method of optimizing a drilling tool assembly comprising:
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inputting well data into an optimization system, the optimization system including an experience data set and an artificial neural network; comparing the well data to the experience data set; developing an initial drilling tool assembly based on the comparing the well data to the experience data, wherein the drilling tool assembly is developed using the artificial neural network; simulating the initial drilling tool assembly in the optimization system; creating result data in the optimization system based on the simulating; and optimizing the drilling tool assembly based on the result data. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20)
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21. A method of designing a drilling tool assembly comprising:
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inputting well data into an optimization system, the optimization system including an experience data set and an artificial neural network; comparing the well data to the experience data set; developing an initial drilling tool assembly based on the comparing the well data to the experience data, wherein the initial drilling tool assembly is developed using the artificial neural network; simulating the drilling assembly in the optimization system; determining a vibrational signature of the initial drilling tool assembly; and adjusting the initial drilling tool assembly based on the vibrational signature to produce an adjusted drilling tool assembly. - View Dependent Claims (22, 23)
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Specification