Invention Grant
US06732052B2 Method and apparatus for prediction control in drilling dynamics using neural networks
有权
使用神经网络进行钻井动力学预测控制的方法和装置
- Patent Title: Method and apparatus for prediction control in drilling dynamics using neural networks
- Patent Title (中): 使用神经网络进行钻井动力学预测控制的方法和装置
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Application No.: US09965958Application Date: 2001-09-28
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Publication No.: US06732052B2Publication Date: 2004-05-04
- Inventor: Robert P. Macdonald , Volker Krueger , Vladimir Dubinsky , John D. MacPherson , Dmitriy Dashevskiy
- Applicant: Robert P. Macdonald , Volker Krueger , Vladimir Dubinsky , John D. MacPherson , Dmitriy Dashevskiy
- Main IPC: G01V140
- IPC: G01V140
Abstract:
The present invention provides a drilling system that utilizes a neural network for predictive control of drilling operations. A downhole processor controls the operation of the various devices in a bottom hole assembly to effect changes to drilling parameters and drilling direction to autonomously optimize the drilling effectiveness. The neural network iteratively updates a prediction model of the drilling operations and provides recommendations for drilling corrections to a drilling operator.
Public/Granted literature
- US20020120401A1 Method and apparatus for prediction control in drilling dynamics using neural networks Public/Granted day:2002-08-29
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