Comparison of the Performance of Empirical Models Used for the Prediction of the PVT Properties of Crude Oils of the Niger Delta

Abstract A review of the literature has revealed the lack of a formal analysis of the performance of empirical methods for the prediction of pressure volume temperature (PVT) properties of Niger delta crude oils. This study presents an assessment of the predictive accuracy of five bubble-point pressure (P b ) correlations and five bubble-point oil formation volume factor (B ob ) correlations against a large measured PVT data bank from Niger Delta crude oils. Statistical analysis techniques were used to evaluate the performance and the accuracy of the commonly used empirical models for estimating PVT properties of Niger crude oil in order to guide designers and operators in selecting the best correlations for their particular applications. Agreement between calculated and measured P b and B ob values for the various models was very poor. The model predictions of P b and B ob can be different from the measured values by 56% and 242%, respectively. Development of improved models for predicting the PVT properties of Niger delta crude oils is urgently required.

[1]  Mansour Karkoub,et al.  Universal neural-network-based model for estimating the PVT properties of crude oil systems , 1999 .

[2]  A. Elsharkawy Predicting Volumetric and Transport Properties of Sour Gases and Gas Condensates Using EOSs, Corresponding State Models, and Empirical Correlations , 2003 .

[3]  Adel M. Elsharkawy,et al.  An empirical model for estimating the saturation pressures of crude oils , 2003 .

[4]  J. A. Lasater,et al.  Bubble Point Pressure Correlation , 1958 .

[5]  Adel M. Elsharkawy,et al.  Models for predicting the viscosity of Middle East crude oils , 1999 .

[6]  Mohammed Aamir Mahmood,et al.  Evaluation of empirically derived PVT properties for Pakistani crude oils , 1996 .

[7]  F. F. Farshad,et al.  Pressure-Volume-Temperature Correlations for Gulf of Mexico Crude Oils , 1998 .

[8]  F. F. Farshad,et al.  Evaluation of empirically derived PVT properties for Gulf of Mexico crude oils , 1989 .

[9]  A. C. Todd,et al.  Development of New Modified Black Oil Correlations for Malaysian Crudes , 1993 .

[10]  H. D. Beggs,et al.  Correlations for Fluid Physical Property Prediction , 1980 .

[11]  Adel M. Elsharkawy,et al.  Predicting the dew point pressure for gas condensate reservoirs: empirical models and equations of state , 2002 .

[12]  A. M. Elsharkwy,et al.  Comparing classical and neural regression techniques in modeling crude oil viscosity , 2001 .

[13]  T. Ahmed Comparative Study of Eight Equations of State for Predicting Hydrocarbon Volumetric Phase Behavior , 1988 .

[14]  Reyadh A. Almehaideb Improved Correlations for Fluid Properties of UAE Crude Oils , 2003 .

[15]  Ridha Gharbi Estimating the Isothermal Compressibility Coefficient of Undersaturated Middle East Crudes Using Neural Networks , 1997 .

[16]  M. A. Al-Marhoun,et al.  Evaluation of empirical correlations for bubblepoint oil formation volume factor , 1994 .

[17]  Mohammed E. Osman,et al.  Correlation of PVT properties for UAE crudes , 1992 .

[18]  Ridha Gharbi,et al.  Neural Network Model for Estimating The PVT Properties of Middle East Crude Oils , 1996 .

[19]  M. B. Standing A Pressure-Volume-Temperature Correlation For Mixtures Of California Oils And Gases , 1947 .

[20]  M. A. Al-Marhoun,et al.  PVT correlations for Middle East crude oils , 1988 .

[21]  S. M. Macary,et al.  Derivation of PVT Correlations for the Gulf of Suez Crude Oils. , 1993 .

[22]  Rafa Labedi Use of production data to estimate volume factor, density and compressibility of reservoir fluids , 1990 .

[23]  Adel M. Elsharkawy,et al.  Assessment of the PVT correlations for predicting the properties of Kuwaiti crude oils , 1995 .

[24]  M. A. Al-Marhoun,et al.  New Correlations For Formation Volume Factors Of Oil And Gas Mixtures , 1992 .

[25]  Reyadh A. Almehaideb Improved PVT correlations for UAE crude oils , 1997 .

[26]  Ghassan H. Abdul-Majeed,et al.  An Empirical Correlation for Oil FVF Prediction , 1988 .

[27]  Adel M. Elsharkawy,et al.  New Compositional Models for Calculating Viscosity of Crude Oils , 2003 .

[28]  R. D. Ostermann,et al.  Correlations for the Reservoir Fluid Properties of Alaskan Crudes , 1983 .

[29]  H. H. Hanafy,et al.  Empirical PVT Correlations Applied to Egyptian Crude Oils Exemplify Significance of Using Regional Correlations , 1997 .

[30]  A. Elkamel,et al.  THE ACCURACY OF PREDICTING COMPRESSIBILITY FACTOR FOR SOUR NATURAL GASES , 2001 .

[31]  F. F. Farshad,et al.  Pressure-Volume-Temperature Correlations for Gulf of Mexico Crude Oils , 1993 .

[32]  Aage Fredenslund,et al.  An improved corresponding states model for the prediction of oil and gas viscosities and thermal conductivities , 1987 .

[33]  S. Ozdogan,et al.  Correlations towards prediction of petroleum fraction viscosities: an empirical approach , 2001 .

[34]  O. Glaso,et al.  Generalized Pressure-Volume-Temperature Correlations , 1980 .