Page 262 - PVT Property Correlations

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No. Layers 1 NA 2 1 1 2 NA 2 2 2 1 2 1 2 NA 1 1

Layer

Output Nodes 1 NA 1 2 1 1 NA 1 1 1 2 2 1 1 1 1 1

Properties Layer Input Nodes 4 NA 4 24 4 4 NA 4 4 4 15 2 4 12 4 4 2

PVT
Predicting

for viscosity density,
Models Property/Properties Pb at Pb at oil oil Gr. Pb at values K Rs Rs at Pb at

ANN FVF oil viscosity density oil FVF oil FVF, oil viscosity, oil Sp. gas viscosity FVF oil equilibrium and viscosity FVF oil FVF oil

Different Predicted and Pb Pb Oil OFVF, and Pb Pb Rs, Pb, Rs, Bo, and Co Oil and Pb Pd V/L FVF Oil Oil and Pb and Pb z-Factor

Between (2002) (2001) (1997) (2002)

Comparison (2016) (2015) al. (2015) al. et (2011) Osman and (2001) (2010) Gupta (1998) Gharbi and Elsharkawy (2003) al. et (1996) al. et (2012) Abdel-Aal (2001) al. (2015) al.

10.1a Author Adeeyo et Ahmadi Al-Gathe Alimadadi Al-Marhoun Al-Shammasi and Dutta Elsharkawy Elsharkawy and Gharbi Gonzalez ´ Habiballah Ikiensikimama (2009) Oloso and Osman et Osman et Shateri

TABLE ID 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17