... Abstract A new mathematical model is proposed using machine learning techniques for estimating PVT fluids properties such as bubble pressure and oil formation volume factor as a function of the solution gas-oil ratio, gas specific gravity, oil specific gravity, and temperature. The result...

... bubble point pressure correlation Upstream Oil & Gas average error Bucaramanga statgraphic centurion xvi Standard Deviation petroleos Tesis ingeniería petróleos PVT measurement PVT property new approach Escuela equation solution gas-oil ratio machine learning PVT correlation...

... The pdf file of this paper is missing the tables and figures. Abstract Empirical PVT correlations are presented for estimating bubblepointpressure, solution gas-oil ratio, oil formation volume factor, and isothermal compressibility. To develop the above correlations, the data base consisted...

... equation compressibility percentage point deviation upstream oil & gas solution gas-oil ratio ideality expression bubble point case 2 pvt measurement assumption deviation normalized deviation reservoir liquid dependence diffusivity equation absolute normalized deviation spe...

... analysis to predict the saturation pressure, the solution gas-oil ratio, and the pressure, the solution gas-oil ratio, and the chemical composition of oil reservoir fluids in the three countries. A new equation was developed for estimating gas gravity, which eliminates the need to know the gas gravity...