Page 263 - PVT Property Correlations

for Properties PVT Predicting MAE MAPE and Training Space Testing 7.6% Pb: NA 500 0.001% FVF: Oil 5% Pb: NA NA 5.54% viscosity: Oil 0.03% viscosity: Oil 2500 1.75% FVF: Oil NA 138 0.49% density: Oil 5.8% Pb: NA 283 0.52% FVF: Oil 15.08% Pb: 19.2% Pb: 1709 10.89% viscosity: Oil NA 1177
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