38 Machine Learning for Production Optimization
Tuesday, 4 October
370 D-F
Technical Session
Applications of machine learning in production optimization.
Session Chairperson(s)
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1400-1425 210408Intelligent Application Of Computer Vision And Data Analytics To Optimize The Separators Cleaning For Unconventional Reservoirs
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1425-1450 210277An Optimum Well Control Using Reinforcement Learning And Policy Transfer; Application To Production Optimization And Slugging Minimization
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1450-1515 210475Leveraging Machine Learning And Interactive Voice Interface For Automated Production Monitoring And Diagnostic
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1545-1610 210235Flowing Bottomhole Pressure Prediction With Machine Learning Algorithms For Horizontal Wells
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1610-1635 210495Bayesian Networks Applied To ESP Performance Monitoring And Forecasting
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1635-1700 210061Accelerating Pipeline Corrosion Modeling Via Bayesian Active Learning
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Alternate 210220Creating An Auto-encoder Based Predictive Maintenance Tool For Offshore Annulus Wells