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Well Control Optimization of Waterflooding Oilfield Based on Deep Neural Network
2021
Geofluids
A well control optimization method is a key technology to adjust the flow direction of waterflooding and improve the effect of oilfield development. The existing well control optimization method is mainly based on optimization algorithms and numerical simulators. In the face of larger models, longer optimization periods, or reservoir models with a large number of optimized wells, there are many optimization variables, which will cause algorithm convergence difficulties and optimization costs.
doi:10.1155/2021/8873782
doaj:fe6c59d3be3b4c21a3eed13994534ce3
fatcat:tfkvktjxczcrbh66thbyzkgx7i