Invention Application
- Patent Title: METHOD OF REAL-TIME DRILLING SIMULATION
- Patent Title (中): 实时钻孔仿真方法
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Application No.: US11670696Application Date: 2007-02-02
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Publication No.: US20070185696A1Publication Date: 2007-08-09
- Inventor: David P. Moran , Stuart R. Oliver , Sujian J. Huang , Luis C. Paez , Lei Yan
- Applicant: David P. Moran , Stuart R. Oliver , Sujian J. Huang , Luis C. Paez , Lei Yan
- Applicant Address: US TX Houston
- Assignee: SMITH INTERNATIONAL, INC.
- Current Assignee: SMITH INTERNATIONAL, INC.
- Current Assignee Address: US TX Houston
- Main IPC: G06G7/48
- IPC: G06G7/48

Abstract:
A method of optimizing drilling including identifying design parameters for a drilling tool assembly, preserving the design parameters as experience data, and training at least one artificial neural network using the experience data. The method also includes collecting real-time data from the drilling operation, analyzing the real-time data with a real-time drilling optimization system, and determining optimal drilling parameters based on the analyzing the real-time date with the real-time drilling optimization system. Also, a method for optimizing drilling in real-time including collecting real-time data from a drilling operation and comparing the real-time data against predicted data in a real-time optimization system, wherein the real-time optimization includes at least one artificial neural network. The method further includes determining optimal drilling parameters based on the comparing the real-time data with the predicted data in the real-time drilling optimization system.
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