[HTML][HTML] A survey on the application of machine learning and metaheuristic algorithms for intelligent proxy modeling in reservoir simulation
CSW Ng, MN Amar, AJ Ghahfarokhi… - Computers & Chemical …, 2023 - Elsevier
Abstract Machine Learning (ML) has demonstrated its immense contribution to reservoir
engineering, particularly reservoir simulation. The coupling of ML and metaheuristic …
engineering, particularly reservoir simulation. The coupling of ML and metaheuristic …
Carbonate rocks and petroleum reservoirs: a geological perspective from the industry
TP Burchette - Geological Society, London, Special Publications, 2012 - lyellcollection.org
Carbonate oil reservoirs are sometimes regarded with apprehension in the petroleum
industry since it can be difficult to predict the quality of, and ensure high recovery factors …
industry since it can be difficult to predict the quality of, and ensure high recovery factors …
Well placement optimization: A survey with special focus on application for gas/gas-condensate reservoirs
Well placement within a reservoir is a challenging step in the reservoir development
process. Determining the optimal well location is a complex problem involving many factors …
process. Determining the optimal well location is a complex problem involving many factors …
Efficient well placement optimization coupling hybrid objective function with particle swarm optimization algorithm
Well placement optimization is a critical part of the oil field development planning which
aims to find the optimal locations of wells to maximize a traditional objective function (TOF) …
aims to find the optimal locations of wells to maximize a traditional objective function (TOF) …
Bridging the gap between deterministic and probabilistic uncertainty quantification using advanced proxy based methods
N Goodwin - SPE Reservoir Simulation Conference?, 2015 - onepetro.org
The use of proxy models for optimisation of expensive functions has demonstrated its value
since the 1990's in many industries. Within reservoir engineering, similar techniques have …
since the 1990's in many industries. Within reservoir engineering, similar techniques have …
An efficient method for injection well location optimization using fast marching method
Well placement is one of the challenging steps in field development optimization. Finding
optimal locations with fewer function evaluations and less time is crucial when dealing with …
optimal locations with fewer function evaluations and less time is crucial when dealing with …
Well placement optimization using an analytical formula-based objective function and cat swarm optimization algorithm
Well placement optimization is a crucial and complex task in oil field development. Well
placement is usually optimized by coupling reservoir numerical simulator with optimization …
placement is usually optimized by coupling reservoir numerical simulator with optimization …
Scenario reduction of realizations using fast marching method in robust well placement optimization of injectors
Choosing a representative subset of realizations can reduce significantly the number of
simulations and the computational cost associated with optimization under geological …
simulations and the computational cost associated with optimization under geological …
[HTML][HTML] Well production optimization using streamline features-based objective function and Bayesian adaptive direct search algorithm
Well production optimization is a complex and time-consuming task in the oilfield
development. The combination of reservoir numerical simulator with optimization algorithms …
development. The combination of reservoir numerical simulator with optimization algorithms …
Well placement optimization using direct mapping of productivity potential and threshold value of productivity potential management strategy
Well placement optimization is usually complex, nonlinear and multimodal in oil field
development. Well placement is usually optimized by coupling reservoir numerical simulator …
development. Well placement is usually optimized by coupling reservoir numerical simulator …