Developing New PVT Correlations for Libyan Crude Oil Using Samples from Different Reservoirs

Developing New PVT Correlations for Libyan Crude Oil Using Samples from Different Reservoirs

Authors

  • Taha A. Burgan Bani Walied University
  • Saleh F. Moammer Bani Walied University
  • Mahfoud Z. Aghanaya Bani Walied University
  • Ali A. Khair Bani Walied University

DOI:

https://doi.org/10.56741/jnest.v3i03.541

Keywords:

Bubble Point Pressure, Empirical Correlations, Libya, Oil Density, PVT

Abstract

Five PVT correlations including bubble point pressure, solution gas-oil ratio, oil formation volume factor, dead oil viscosity, and oil density were used to analyze a total of 102 data sets from the Libyan crude oil reservoirs representing Sirte, Ghdames, Murzug, and offshore Tripolitania basins, to find a new more accurate correlation. Linear & nonlinear regression and statistical software packages (Excel, Minitab, and Mat lab software) were applied to the above-mentioned crude samples. The application of multilinear regression and statically software on the solution gas, oil ratio, temperature, and API gravity, exhibit a direct proportionality with the bubble point, whereas in the case of gas gravity, the correlation shows inversely proportionality with the bubble point. The relationships between the solution gas oil and other properties show that the distribution of the tested points in these investigations are located very close to the 45° trend line fourth solution gas oil ratio, indicating that the correlations have higher accuracy with our newly developed PVT equations for the analyzed Libyan crude oil samples. The cross plots between measured vs. calculated oil formation factor, dead oil viscosity, and oil density play a very good reliable correlation compared with previously published correlations done by other researchers as well as in the statistical calculation, in addition, the AARE and R2 results were calculated for previous published correlation in different locations over the world. Based on the obtained results in this research, the proposed correlations are more accurate than all the other previously published correlations, exclusively for Libyan crude oil.

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Author Biographies

Taha A. Burgan, Bani Walied University

is a BSc holder in petroleum engineering, and graduated from the Department of  Oil and Gas Engineering, Faculty of Engineering at Bani Waleed University, Libya. He works as a Petroleum Engineer in the Sirte Oil Company, Libya. (email: burgantaha0@gmail.com).

Saleh F. Moammer, Bani Walied University

is a BSc holder in Petroleum Engineering, and graduated from the Department of Oil and Gas Engineering at Bani Waleed University, Libya. He is currently a postgraduate student (MSc) at Sebha University, Libya. (email: saleh.ft98@gmail.com).

Mahfoud Z. Aghanaya, Bani Walied University

was born in Bani Waleed, Libya on January  01,  1960.  He  Graduated BSc degree in the Exploration Department from Higher  Petroleum  Institute  Tobruk in 1982. He got an MSc degree in Drilling and Well Engineering from Robert Gordon University, Aberdeen UK. In 2020 he got PhD degree in Environmental  Studies from the Institute of  Graduate  Studies and Research, Alexandria University. Now, he is the head of the Oil and Gas Department in the Faculty of Engineering, at Bani Waleed University, Libya. (email: maghanaya@bwu.edu.ly).

Ali A. Khair, Bani Walied University

is a BSc holder in Petroleum Engineering and graduated from the Department of Oil and Gas Engineering at Bani Waleed University, Libya. He works as a Petroleum Engineer in the National Oil Corporation, Libya. (email: alibin.gharsa99@gmail.com).

References

Glaso O. (1980) Generalized pressure- volume- temperature correlations. Journal of Petroleum Technology. 32(05):785-795. DOI: https://doi.org/10.2118/8016-PA

Jellah, A. I. (2018) Reservoir Fluids Properties Module. unpublished material notes at the Oil and Gas Engineering Department, Bani Walied University, Libya.

El-Hoshoudy, A. and Desouky, S. (2019) PVT Properties of Black Crude Oil. Research Gate. DOI: https://doi.org/10.5772/intechopen.82278

Ahmed T. H. (2007) Equations of state and PVT Analysis: Applications for Improved Reservoir Modelling. Gulf Publishing Company, Houston, Texas.

Shlak M., Khazam, M. and Alkhaboli M. (2016) New PVT Correlations for Libyan crudes Iccpage-Al Mergib University, Alkhoms, Libya

Business Monitor International (BMI) (2018) Research Libya Oil and Gas Report Includes 10-year forecasts to 2027. Fitch Group Company, Report Q 2nd 2018.

Danesh A. (1998) PVT and phase Behavior of Petroleum Reservoir Fluids. Scotland. Elsevier.

Khazam, M. M. (1995) Statistical Evaluation and Optimization of PVT Correlations for Libyan Crudes, National Oil Corporation NOC, Tripoli Libya.

Khazam M, Shlak M, Alkhaboli M (2016) New PVT Correlations Based on Libyan Crudes for Predicting Fluid Physical Properties. Oil Gas Res 2: 122

Standing M. A.(1947) Pressure-volume-temperature correlation for mixtures of California oils and gases. In: Drilling and Production Practice. Washington, United States: American Petroleum Institute.

Vasquez M. and Beggs H. ( 1980) Correlations for fluid physical properties prediction. JPT. 32(6): 968-970. SPE-6719-PA. DOI: 10.2118/6719-PA DOI: https://doi.org/10.2118/6719-PA

Al-Marhoun M. A. (1988) PVT Correlations for Middle East crude oils. Journal of Petroleum Technology. 40(05):650-666. DOI: https://doi.org/10.2118/13718-PA

Petrosky G. Jr. and Farshad F.(1995) Viscosity correlations for Gulf of Mexico crude oils. In: SPE Production Operation Symposium. Society of Petroleum Engineers. DOI: https://doi.org/10.2118/29468-MS

Kartoatmodjo T. and Schmidt Z. (1994) Large data bank improves crude physical property correlations Oil and Gas Journal. (United States). 92(27).

Hanafy H. Macary S. EI-Nadyet Y. Bayomi A. and Batanony M. (1997) Empirical PVT correlations applied to Egyptian crude oils exemplify the significance of using regional correlations. In: International Symposium on Oil field Chemistry. Society of Petroleum Engineers. DOI: https://doi.org/10.2118/37295-MS

Levitan L.L. and Murtha M.(1999) New correlations estimate PH, FVF. Oil and Gas Journal 79(10):10.

Al-Shammasi A. A. (1999) Bubble point pressure and oil formation volume factor correlations. In: Middle East Oil show and conference. Society of Petroleum Engineers. Bahrain. Paper SPE 53185. DOI: https://doi.org/10.2118/53185-MS

Dindoruk B. and Christman P. G. (2001) PVT properties and viscosity correlations for Gulf of Mexico oils. SPE Annual Technical Conference and Exhibition. Society of Petroleum Engineers. DOI: https://doi.org/10.2118/71633-MS

Hemmati M. N. and Kharrat R.A. (2007) Correlation approach for prediction of crude oil PVT properties. In: SPE Middle East Oil and Gas Show conference. Society of Petroleum Engineers. DOI: https://doi.org/10.2118/104543-MS

Mazandarani M. T. and Asghari S. M. (2007) Correlations for predicting solution gas-oil ratio, bubble point pressure and oil formation volume factor at bubble point of Iran crude oils. In: European Congress of Chemical Engineering (ECCE-6). PP16-20.

Khamechi E. Rashidi F. Rasouli H. and Ebrahimian A. (2009) Novel empirical correlations for estimation of bubble point pressure, saturated viscosity and gas solubility of crude oils. Petroleum Science. 6(1):86-90. DOI: https://doi.org/10.1007/s12182-009-0016-x

Jarrahian A. Moghadasi J. and Heidaryan E. (2015) Empirical estimating of black oils bubble point ( saturation) pressure. Journal of Petroleum Science and Engineering. (126):69-77. DOI: https://doi.org/10.1016/j.petrol.2014.12.004

Omar M. and Todd A. (1993) Development of new modified black oil correlations for Malaysian Crudes. In: SPE Asia Pacific Oil and Gas Conference. Society of Petroleum Engineers. DOI: https://doi.org/10.2118/25338-MS

Abdul-Majeed G. H. and Salman N. H. (1988) An empirical correlation for oil FVF production. Journal of Canadian Petroleum Technology. 27(6): 118-122. DOI: https://doi.org/10.2118/88-06-10

Dokla M. and Osman M. (1992) Correlation of PVT Properties for UAE crudes (includes associated papers 26135 and 26316). SPE Formation Evaluation. 7(01): 41-46. DOI: https://doi.org/10.2118/20989-PA

Marcary S. and El-Batanoney M. (1993) Derivation of PVT correlations for the Gulf of Suez crude oils. Journal of the Japan Petroleum Institute. 36(6): 472-478. DOI: https://doi.org/10.1627/jpi1958.36.472

De Ghetto G., Paone F. and Villa M. (1995) Pressure -volume- temperature correlations for heavy and extra heavy oils. In: SPE International Heavy Oil Symposium. Society of Petroleum Engineers. DOI: https://doi.org/10.2118/30316-MS

Frashad F., Leblanc J., Garber J. and Osorio J. (1996) Empirical PVT correlations for Colombian crude oils. In: SPE Latin America / Caribbean Petroleum Engineering Conference. Society of Petroleum Engineers. DOI: https://doi.org/10.2118/36105-MS

Al-Mehaideb R. (1997) Improved PVT correlations for UAE offshore crudes. Journal of the Japan Petroleum Institute. 40(3):232-235. DOI: https://doi.org/10.1627/jpi1958.40.232

Elsharkawy A. and Gharbi R. (2001) Comparing classical and neutral regression techniques in modeling crude oil viscosity. Advanced in Engineering Software. 32(3): 215-224. DOI: https://doi.org/10.1016/S0965-9978(00)00083-1

Beal C. (1946) The viscosity of air, water, natural gas, crude oil and its associated gases at oil field temperatures and pressures. Transactions of the AIME. 165(01): 94-115. DOI: https://doi.org/10.2118/946094-G

Beggs H. D. and Robinson J. (1975) Estimation of the viscosity of crude oil systems. Journal of Petroleum Technology. 27(09):1140-1141. DOI: https://doi.org/10.2118/5434-PA

Ng and Egbogh E. ( 1983) An improved temperature-viscosity correlation for crude oil systems. In: Annual Technical Meeting. Petroleum Society of Canada. DOI: https://doi.org/10.2118/83-34-32

Kaye S.(1985) Offshore California viscosity correlations. COFRC, TS85000940.

Labedi R. M. (1990) Use of prediction data to estimate the saturation pressure, solution GOR, and chemical composition of reservoir fluids. In: SPE Latin America Petroleum Engineering Conference. Society of Petroleum Engineers. DOI: https://doi.org/10.2118/21164-MS

Labedi R. M. (1992) Improved correlations for predicting the viscosity of light crudes. Journal of Petroleum Science and Engineering. 8(3): 221-234. DOI: https://doi.org/10.1016/0920-4105(92)90035-Y

Oyedeko K. F. and Ulaeto U. W. (2001) Predicting the dead oil viscosity of reservoir fluids: A case study of Niger Delta. Journal of Energy Technology and Policy. (3): 1-7.

Velarde J. Blasingame T. and McCain W. Jr. (1997) Correlation of black oil properties at pressure below bubble point pressure- A new approach. In; Annual Technical Meeting. Petroleum Society of Canada. DOI: https://doi.org/10.2118/97-93

Bergman D. (2004) Don't forget viscosity. Petroleum Technology Transfer Council 2nd Annual Reservoir Engineering Symposium. Lafayette, Louisiana.

Hossain M.S. Sarica C. Zhang H. Q. Rhyne L. and Greenhill K.(2005) Assessment and development of heavy oil viscosity correlations. In: SPE International Thermal Operations and Heavy Oil Symposium. Society of Petroleum Engineers. DOI: https://doi.org/10.2118/97907-MS

Ikiensikimama S. Egbe T. Effiong E. and Ogboja O. (2008) New screening technique for PVT correlations as applied to the Niger Delta crude. In: Refereed Proceedings.

Naseri A., Yousefi S., Sanaei A. and Haresheikhlou A.A.(2012) Neutral network model and an updated correlation for estimation of dead crude oil viscosity. Brazilian Journal of Petroleum and Gas. 6(1). DOI: https://doi.org/10.5419/bjpg2012-0003

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Published

2024-08-11

How to Cite

Burgan, T. A., Moammer, S. F., Aghanaya, M. Z., & Khair, A. A. (2024). Developing New PVT Correlations for Libyan Crude Oil Using Samples from Different Reservoirs. Journal of Novel Engineering Science and Technology, 3(03), 86–93. https://doi.org/10.56741/jnest.v3i03.541

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