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Keywords: confidence interval
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Proceedings Papers

Smart Condition Monitoring Using Machine Learning

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Patrick Bangert
Paper presented at the SPE Intelligent Oil and Gas Symposium, May 9–10, 2017
Paper Number: SPE-187936-MS
https://doi.org/10.2118/187936-MS
... value confidence interval availability machine learning compressor deviation maintenance activity Upstream Oil & Gas health neural network society of petroleum engineers maintenance budget human engineering effort Condition Monitoring smart condition mathematical representation...
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Proceedings Papers

Use of Regression and Bootstrapping in Drilling Inference and Prediction

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Chiranth M Hegde, Scott P Wallace, K E Gray
Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176791-MS
https://doi.org/10.2118/176791-MS
... operations. regression input parameter machine learning regression model predictor Upstream Oil & Gas LASSO Regression Artificial Intelligence accuracy contribution ROP RMSE inference predict rop coefficient penetration society of petroleum engineers prediction confidence interval...
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Proceedings Papers

Data Mining Methodologies Enhance Probabilistic Well Forecasting

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Keith R. Holdaway
Paper presented at the SPE Middle East Intelligent Energy Conference and Exhibition, October 28–30, 2013
Paper Number: SPE-167428-MS
https://doi.org/10.2118/167428-MS
... probabilistic well forecasting target variable historical production data workflow estimation reserve estimate semma process spe annual technical conference flowmeter injection probabilistic approach spe 167428 regression production data confidence interval cluster analysis society of petroleum...
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