An evaluation of the performance of derived empirical correlations for predicting the oil viscosity of light Omani crude

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Abstract

In the past decades, many correlations for predicting the viscosity of crude oil were proposed. A review of the literature has showed that there is no study aims to investigate the performance of these correlations for predicting the oil viscosity of light Omani crude. Thirty eight oil viscosity correlations describing various conditions are evaluated with Omani crude oil viscosity database using statistical analysis. Twelve of these correlations are for dead oil viscosity, 14 are for saturated oil viscosity and 12 for under saturated oil viscosity. Error estimates for the predicted and measured oil viscosity together with standard deviation for each correlation are presented. Statistical analysis showed that none of the dead oil viscosity correlations was able to satisfactorily predict the Omani dead oil viscosity. The dead oil viscosity correlations were modified by exponentially fitting the viscosity data. For the saturated oil viscosity, the best agreement is obtained with the correlations of Whitson and Brule and Dindoruk and Christman while the worst agreement is obtained with the correlations of Labedi) and Almehaideb. For the under-saturated oil viscosity, Standing, Khan et al. and Kartoatmodjo and Schmidt correlations gave the best agreement with Omani crude oil while Vazquez and Beggs correlation attained the worst agreement.

Original languageEnglish
Pages (from-to)234-240
Number of pages7
JournalPetroleum and Coal
Volume55
Issue number3
Publication statusPublished - 2013

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Viscosity
Crude oil
Oils
Statistical methods

Keywords

  • Dead oil
  • Omani crude oil
  • Saturated
  • Undersaturated
  • Viscosity correlations

ASJC Scopus subject areas

  • Energy(all)

Cite this

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title = "An evaluation of the performance of derived empirical correlations for predicting the oil viscosity of light Omani crude",
abstract = "In the past decades, many correlations for predicting the viscosity of crude oil were proposed. A review of the literature has showed that there is no study aims to investigate the performance of these correlations for predicting the oil viscosity of light Omani crude. Thirty eight oil viscosity correlations describing various conditions are evaluated with Omani crude oil viscosity database using statistical analysis. Twelve of these correlations are for dead oil viscosity, 14 are for saturated oil viscosity and 12 for under saturated oil viscosity. Error estimates for the predicted and measured oil viscosity together with standard deviation for each correlation are presented. Statistical analysis showed that none of the dead oil viscosity correlations was able to satisfactorily predict the Omani dead oil viscosity. The dead oil viscosity correlations were modified by exponentially fitting the viscosity data. For the saturated oil viscosity, the best agreement is obtained with the correlations of Whitson and Brule and Dindoruk and Christman while the worst agreement is obtained with the correlations of Labedi) and Almehaideb. For the under-saturated oil viscosity, Standing, Khan et al. and Kartoatmodjo and Schmidt correlations gave the best agreement with Omani crude oil while Vazquez and Beggs correlation attained the worst agreement.",
keywords = "Dead oil, Omani crude oil, Saturated, Undersaturated, Viscosity correlations",
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language = "English",
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AU - Al-Wahaibi, Talal

AU - Mjalli, Farouq S.

AU - Al-Hashmi, AbdulAziz

PY - 2013

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N2 - In the past decades, many correlations for predicting the viscosity of crude oil were proposed. A review of the literature has showed that there is no study aims to investigate the performance of these correlations for predicting the oil viscosity of light Omani crude. Thirty eight oil viscosity correlations describing various conditions are evaluated with Omani crude oil viscosity database using statistical analysis. Twelve of these correlations are for dead oil viscosity, 14 are for saturated oil viscosity and 12 for under saturated oil viscosity. Error estimates for the predicted and measured oil viscosity together with standard deviation for each correlation are presented. Statistical analysis showed that none of the dead oil viscosity correlations was able to satisfactorily predict the Omani dead oil viscosity. The dead oil viscosity correlations were modified by exponentially fitting the viscosity data. For the saturated oil viscosity, the best agreement is obtained with the correlations of Whitson and Brule and Dindoruk and Christman while the worst agreement is obtained with the correlations of Labedi) and Almehaideb. For the under-saturated oil viscosity, Standing, Khan et al. and Kartoatmodjo and Schmidt correlations gave the best agreement with Omani crude oil while Vazquez and Beggs correlation attained the worst agreement.

AB - In the past decades, many correlations for predicting the viscosity of crude oil were proposed. A review of the literature has showed that there is no study aims to investigate the performance of these correlations for predicting the oil viscosity of light Omani crude. Thirty eight oil viscosity correlations describing various conditions are evaluated with Omani crude oil viscosity database using statistical analysis. Twelve of these correlations are for dead oil viscosity, 14 are for saturated oil viscosity and 12 for under saturated oil viscosity. Error estimates for the predicted and measured oil viscosity together with standard deviation for each correlation are presented. Statistical analysis showed that none of the dead oil viscosity correlations was able to satisfactorily predict the Omani dead oil viscosity. The dead oil viscosity correlations were modified by exponentially fitting the viscosity data. For the saturated oil viscosity, the best agreement is obtained with the correlations of Whitson and Brule and Dindoruk and Christman while the worst agreement is obtained with the correlations of Labedi) and Almehaideb. For the under-saturated oil viscosity, Standing, Khan et al. and Kartoatmodjo and Schmidt correlations gave the best agreement with Omani crude oil while Vazquez and Beggs correlation attained the worst agreement.

KW - Dead oil

KW - Omani crude oil

KW - Saturated

KW - Undersaturated

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