In this work, a novel method with an adaptive functional basis for reduced order models (ROM) based on proper orthogonal decomposition (POD) is introduced. The intended to be applied in particular hydrocarbon reservoir simulations, where range of varying boundary conditions must explored. proposed allows us update the POD constructed specific problem setting match conditions, such as modified w...