Machine learning for recovery factor estimation of an oil reservoir: a tool for de-risking at a hydrocarbon asset evaluation.
Ivan MakhotinDenis M. OrlovDmitry A. KoroteevEvgeny BurnaevAram KarapetyanDmitry AntonenkoPublished in: CoRR (2020)
Keyphrases
- machine learning
- oil production
- oil field
- software tools
- machine learning methods
- neural network
- evaluation methods
- evaluation method
- reinforcement learning
- decision trees
- natural language processing
- learning systems
- supervised learning
- statistical methods
- pattern recognition
- evaluation criteria
- factor analysis
- evaluation model
- explanation based learning
- financial markets
- feature selection
- petroleum industry
- database