Toward investigating the application of reservoir opportunity index in facilitating well placement optimization under geological uncertainty
There have been several attempts to reduce the computational costs associated with well
placement optimization under geological uncertainty by selecting a representative subset of …
placement optimization under geological uncertainty by selecting a representative subset of …
[HTML][HTML] Geothermal field development optimization under geomechanical constraints and geological uncertainty: application to a reservoir with stacked formations
In this work, numerical optimization based on stochastic gradient methods is used to assist
geothermal operators in finding improved field development strategies that are robust to …
geothermal operators in finding improved field development strategies that are robust to …
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 …
A Practical Approach to Select Representative Deterministic Models Using Multiobjective Optimization from an Integrated Uncertainty Quantification Workflow
G Gao, H Lu, K Wang, S Jost, S Shaikh, J Vink, C Blom… - SPE Journal, 2023 - onepetro.org
Selecting a set of deterministic (eg, P10, P50, and P90) models is an important and difficult
step in any uncertainty quantification workflow. In this paper, we propose to use …
step in any uncertainty quantification workflow. In this paper, we propose to use …
Evaluation of Practical Scenario Reduction Approaches to Robust Derivative-Free Optimization for Field Development Applications
Field development planning entails complex decisions to account for subsurface resources
and surface infrastructure. Many of these decisions are of a discrete nature, typically …
and surface infrastructure. Many of these decisions are of a discrete nature, typically …