Model-Reduced Gradient Based Production Optimization: Computational Analysis of POD-Based Model-Order Reduction in the Context of Production Optimization

Reduced-order modelling procedures, seen as an alternative to the classical gradient based approach, in which the adjoint of the tangent linear approximation of the forward model is replaced by the adjoint of a linear approximation of a reduced forward model. Proper orthogonal decomposition is used to compute the reduced model, by using the...