Prediction the Vapor-Liquid Equilibria of CO₂-Containing Binary Refrigerant Mixtures Using Artificial Neural Networks

Table 6

AAD values for the ANN model in prediction of CO₂ mole fraction in different binary mixtures.

Mixture	𝑇 (K)	AAD
R744 (1)-R134a (2)	253	0.0031
	272	0.0032
	293	0.0063
	330	0.0037
	339	0.0031
	354	0.0025
R744 (1)-R124 (2)	313	0.0048
	323	0.0020
	333	0.0038
R744 (1)-R116 (2)	253	0.0066
	273	0.0043
	283	0.0049
	291	0.0023
	294	0.0007
	297	0.0005
R744 (1)-R290 (2)	253	0.0107
	263	0.0049
	273	0.0035
	283	0.0030
	293	0.0030
	303	0.0045
	313	0.0035
	323	0.0044
R744 (1)-R610 (2)	263	0.0163
	283	0.0025
	303	0.0025
	308	0.0018
	323	0.0035
	338	0.0036
	353	0.0024
R744 (1)-R32 (2)	283	0.0017
	293	0.0039
	303	0.0038
	305	0.0034
	313	0.0038
	323	0.0046
	333	0.0024
	343	0.0045
R744 (1)-R152a (2)	258	0.0021
	278	0.0040
	299	0.0047
	308	0.0030
	323	0.0035
	343	0.0025
R744 (1)-R123 (2)	313	0.0103
	323	0.0047
	333	0.0031