发明名称 |
METHOD AND APPARATUS FOR PREDICTION CONTROL IN DRILLING DYNAMICS USING NEURAL NETWORKS |
摘要 |
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 provid es recommendations for drilling corrections to a drilling operator.
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申请公布号 |
CA2357921(A1) |
申请公布日期 |
2002.03.29 |
申请号 |
CA20012357921 |
申请日期 |
2001.09.28 |
申请人 |
BAKER HUGHES INCORPORATED |
发明人 |
MACDONALD, ROBERT P.;MACPHERSON, JOHN D.;KRUEGER, VOLKER;DUBINSKY, VLADIMIR |
分类号 |
E21B41/00;E21B44/00;(IPC1-7):E21B44/00;E21B47/00;G06F17/60 |
主分类号 |
E21B41/00 |
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