论文信息 - Using Trees, Bagging, and Random Forests to Predict Rate of Penetration During Drilling - 字舞流文

Using Trees, Bagging, and Random Forests to Predict Rate of Penetration During Drilling

Scott Wallace | Chiranth Hegde | Kenneth E. Gray | K. Gray | C. Hegde | Scott Wallace

[1] R. Jahanbakhshi,et al. Real-time Prediction of Rate of Penetration During Drilling Operation In Oil And Gas Wells , 2012 .

[2] Scott Wallace,et al. Use of Regression and Bootstrapping in Drilling Inference and Prediction , 2015 .

[3] Trevor Hastie,et al. An Introduction to Statistical Learning , 2013, Springer Texts in Statistics.

[4] Scott Wallace,et al. A System for Real-Time Drilling Performance Optimization and Automation Based on Statistical Learning Methods , 2015 .

[5] M. Grant Bingham,et al. A new approach to interpreting-- rock drillability , 1965 .

[6] Jonathan Dunlop,et al. Increased Rate of Penetration Through Automation , 2011 .

[7] R. Tibshirani,et al. An introduction to the bootstrap , 1993 .

[8] F. S. Young,et al. A Multiple Regression Approach to Optimal Drilling and Abnormal Pressure Detection , 1974 .