Relative permeability curves (k r ) control production and are of primary importance for any type of recovery process. In the case of production by displacement (waterflood or gasflood), the k r curves obtained in the laboratory can be used in numerical simulators to predict hydrocarbon recovery (after upscaling to account for heterogeneity). In the case of reservoirs produced under solution-gas drive (depressurized field, foamy oils), the experiments conducted in the laboratory depend on the depletion rate and cannot be used directly for reservoir simulations.We have developed a novel approach for calculating representative field relative permeabilities. This new method is based on a physical model that takes into account the various mechanisms of the process: bubble nucleation (pre-existing bubbles model), phase transfer (volumetric transfer function), and gas displacement (bubble flow). In our model, we have identified a few "invariant" parameters that are not sensitive to depletion rate and are specific to the rock/fluid system (mainly the pre-existing bubble-size distribution and a proportionality coefficient relating gas and oil velocity for the dispersed-phase regime). These invariant parameters are determined by history matching one experiment at a given depletion rate.The calibrated model is then used to generate synthetic data at any depletion rate, especially at very low depletion rates representative of the reservoir conditions. Relative permeabilities are derived from these "numerical" experiments in the same way as they are from real experiments. The calculated k r is finally used in commercial reservoir simulators.We have tested our model by using several series of published experiments with light and heavy oils. After adjusting the invariant parameters on one or two experiments, we are able to predict other experiments performed at different depletion rates with very good accuracy. Finally, we present an example of determination of relative permeabilities at reservoir depletion rates.
Bubble-Population-Model Approach.Bubble-population models are written at Darcy scale and are based on a fine description of the properties (size and frequency) of bubbles that are created in the porous medium (size, frequency), which enables us to control the growing and the mobilization processes at the bubble scale. Several models have been presented for application to the depressurization process, either in light or heavy oils. 9-11 The main shortcoming of this approach is the large number of the parameters introduced in the model that cannot be related easily to experimental conditions (especially the depletion rate). This makes this approach difficult to apply for prediction of the depressurization process at extremely low depletion rates.Conclusions on the Existing Approaches. The existing approaches fail to provide representative flow parameters to reservoir engineers for two main reasons. When reservoir simulators are used, the lack of physics makes model parameters dependent on depletion rate. When pore-scal...