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A hybrid partial least squares regression-based real time pore pressure estimation method for complex geological drilling process

Xi Chen, Weihua Cao, Chao Gan, Min Wu

2021Journal of Petroleum Science and Engineering18 citationsDOI

Topics & Concepts

Partial least squares regressionComputer scienceOutlierPreprocessorPrincipal component analysisWaveletData miningMean squared errorRegressionDrilling fluidDrillingArtificial intelligenceAlgorithmStatisticsMathematicsMachine learningEngineeringMechanical engineeringDrilling and Well EngineeringMineral Processing and GrindingHydraulic Fracturing and Reservoir Analysis
A hybrid partial least squares regression-based real time pore pressure estimation method for complex geological drilling process | Litcius