... an uncertainty assessment project using Artificial Neural Network (ANN) for a giant multi-layered sandstone reservoir in Middle East, which contains several uncertainties and associated risks. Uncertainty quantification in history matching, production forecasting and optimization approaches often requires...

... reservoir unit miscible process configuration enhanced recovery Uncertainty Assessment assessment breakthrough time chemical flooding methods Surface FacIlity pilot design society of petroleum engineers breakthrough pilot location sector model injection design parameter Introduction...

... are inherently more uncertain, with geological, petrophysical, and structural parameters particularly affected. A novel workflow solves the complex problem of uncertainty assessment and risk management in a brownfield redevelopment. Traditionally, a single deterministic reservoir model is built, matched...