Risk assessment of drilling and completion operations in petroleum wells using a Monte Carlo and a neural network approach.
Dennis Kerr CoelhoMauro RoisenbergPaulo José de Freitas FilhoCarlos Magno Couto JacintoPublished in: WSC (2005)
Keyphrases
- monte carlo
- risk assessment
- oil field
- neural network
- bp neural network
- oil production
- petroleum industry
- risk analysis
- risk management
- network security
- importance sampling
- markov chain
- risk factors
- monte carlo simulation
- decision making
- information security
- monte carlo methods
- artificial neural networks
- monte carlo tree search
- adaptive sampling
- economic impact
- point processes
- markovian decision
- fuzzy logic
- genetic algorithm
- particle filter
- temporal difference
- fault diagnosis
- learning algorithm
- variance reduction
- open source
- least squares
- business continuity
- state space
- search algorithm