Surrogate Reservoir Model

Surrogate Reservoir Model (SRM) is defined as replica of a reservoir simulation model that runs in real-time. SRMs are ensemble of multiple, interconnected neuro-fuzzy systems that are trained to adaptively learn the fluid flow behavior from a multi-well, multi-layer reservoir simulation model, such that they can reproduce results similar to those of the reservoir simulation model (with high accuracy) in real-time.

References

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