Controlling oil production in smart wells by MPC strategy with reinforcement learning

Business & Economics

• Reinforcement Learning 100%
• Oil Production 90%
• Neural Networks 47%
• Oil 43%
• Model Predictive Control 29%
• Learning Model 29%
• Water 28%
• Nonlinearity 26%
• Machine Learning 25%
• Petroleum 23%
• Experiment 23%
• Permeability 23%
• Modeling 23%
• Optimal Control 21%
• Network Model 19%
• Gas 16%
• Methodology 9%

Earth & Environmental Sciences

• oil production 78%
• reinforcement 77%
• learning 64%
• well 52%
• oil 19%
• disturbance 15%
• machine learning 11%
• nonlinearity 10%
• modeling 9%
• experiment 8%
• petroleum 8%
• permeability 7%
• water 6%
• policy 6%
• methodology 6%
• gas 5%
• method 2%

Social Sciences

• reinforcement 76%
• producer 28%
• learning 26%
• neural network 26%
• water 17%
• permeability 14%
• predictive model 13%
• experiment 13%
• methodology 5%