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ADJUSTING WELL TOOL OPERATION TO MANIPULATE THE RATE-OF-PENETRATION (ROP) OF A DRILL BIT BASED ON MULTIPLE ROP PROJECTIONS
ADJUSTING WELL TOOL OPERATION TO MANIPULATE THE RATE-OF-PENETRATION (ROP) OF A DRILL BIT BASED ON MULTIPLE ROP PROJECTIONS
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机译:调整钻井工具操作,以基于多个桩投影来操纵钻头的钻速(ROP)
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摘要
Multiple projected rate of penetration (ROP) values can be determined for purposes of adjusting well tools and well characteristics. For example, surface data can be determined based on a surface sensor signal. Downhole data can be determined based on a downhole sensor signal. A first value indicating a first projected ROP of a drill bit can be determined by providing the surface data as input to a first machine-learning model. A second value indicating a second projected ROP of the drill bit can be determined by providing the downhole data as input to a second machine-learning model. A third value indicating a third projected ROP of the drill bit can be determined by providing the first value and the second value input to a third machine-learning model. An operating characteristic of a well tool can be adjusted based on the third value.
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