Deep reinforcement learning applied to managed pressure drilling

M ArnØ, JM Godhavn, OM Aamo - SPE Norway Subsurface …, 2020 - onepetro.org
During drilling operations, maintaining a desired downhole pressure between pressure
margins is crucial to avoid damage to the formation and the well. The process is highly …

Optimizing Well Economic Limits Using Ensemble-Based Optimization on Olympus Field

Y Chang, G Nffivdal, RJ Lorentzen - SPE Norway Subsurface …, 2020 - onepetro.org
The Olympus field is an optimization case prepared by TNO to test different optimization
methods and workflows for field development. The authors have joined the Olympus …