A gradient-based approach of history-matching of both production and 4 D seismic data

The reservoir characterisation methods are still improving the integration of all available data for more accurate predictions, but the litmus test remains the history-matching confrontation, after a period of production, between observed data and simulated data as predicted by the numerical model of the reservoir.