Physics-Informed Neural Networks with skip connections for modeling and control of gas-lifted oil wells.
Jonas Ekeland KittelsenEric Aislan AntoneloEduardo CamponogaraLars Struen ImslandPublished in: Appl. Soft Comput. (2024)
Keyphrases
- neural network
- oil field
- genetic algorithm
- oil production
- control system
- pattern recognition
- natural gas
- multi layer
- back propagation
- optimal control
- control method
- real time
- diesel engine
- artificial intelligence
- adaptive control
- bp neural network
- recurrent neural networks
- graphical models
- probabilistic model
- artificial neural networks
- message passing
- probabilistic inference
- fuzzy systems
- fuzzy logic
- modeling method
- water level
- evolutionary algorithm
- petroleum industry
- industrial production
- computer science