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REAL-TIME SYNTHETIC LOGGING FOR OPTIMIZATION OF DRILLING, STEERING, AND STIMULATION
REAL-TIME SYNTHETIC LOGGING FOR OPTIMIZATION OF DRILLING, STEERING, AND STIMULATION
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机译:实时综合记录,用于优化钻井,转向和优化
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摘要
The present disclosure generally relates to a real-time synthetic logging method for optimizing one or more operations in a well. The method generally includes receiving measurements of one or more parameters in real time while performing operations in the well, the measurements being captured without using tools that include active nuclear sources. The method further includes providing the measurements as input to a machine learning algorithm (MLA) that is trained using historical or training well data. The method further includes generating, using the MLA and based on the measurements, a synthetic mechanical property log of the well. The method further includes generating, based on the synthetic mechanical property log, optimized parameters for at least one operation selected from the following list: drilling the well in real-time; steering the well in real-time; and stimulating a reservoir in real-time.
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