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AUTOMATIC INTERPRETATION OF DRILLING DYNAMICS DATA
AUTOMATIC INTERPRETATION OF DRILLING DYNAMICS DATA
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机译:钻探动力学数据的自动解释
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摘要
Methods, computing systems, and computer-readable media for interpreting drilling dynamics data are described herein. The method can include receiving drilling dynamics data simulated by a processor or collected by a sensor positioned in a drilling tool. The method can further include extracting a feature map from the drilling dynamics data, and determining that a feature zone from the feature map corresponds to a predetermined dynamic state. The feature zone can be determined using a neural network trained to associate feature zones with dynamic states. Additionally, the method can include selecting a drilling parameter for a drill string based on the feature zone.
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