Page 264 - PVT Property Correlations

0.001% 5.54% 1.75% 0.49% 0.52% 10.89% 0.86% 7.58% 0.56% (Continued)

7.6% FVF: 5% viscosity: FVF: density: 5.8% FVF: 15.08% viscosity: 5.22% FVF: viscosity: density: 8.86%
MAE Pb: Oil Pb: Oil Oil Oil Pb: Oil Pb: Oil Rs: Oil Oil Oil Co:

0.03% 8.72% 0.4%

viscosity: 19.2% 4.53% 0.53% FVF: viscosity: density: 5.98%

MAPE
Properties NA NA Oil NA NA Pb: NA Rs: Oil Oil Oil Co:

PVT and Space

Predicting Training Testing 500 NA 2500 138 283 1709 1177 90

for
Models Transformation logic

ANN Function NA NA Fuzzy NA Sigmoid Sigmoid Sigmoid Radial

Different propagation propagation propagation propagation propagation propagation propagation

Between Training Algorithm Back Back (PSO) ANFIS Back Back Back Back (GA) Back (RBF)

Comparison (2016) al. al. et (2011) and (2002) (2001) Gupta (1998)

10.1b Author Adeeyo et Ahmadi (2015) Al-Gathe (2015) Alimadadi Al-Marhoun Osman Al-Shammasi and Dutta (2010) Elsharkawy

TABLE ID 1 2 3 4 5 6 7 8