(Vapor+liquid) equilibrium data for (carbon dioxide+1,1-difluoroethane) system at temperatures from (258 to 343)K and pressures up to about 8MPa

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

“…Then the results were compared with Madani model [8]. The results were shown in Figure 4, and AD values for the ANN and Madani models were reported in Table 5.…”

“…Also there is no report for another type of refrigerants such as light hydrocarbons or perfluorocarbons as harmful refrigerants. In order to develop new refrigerants for replacement with harmful refrigerants, the mixtures of carbon dioxide and clean refrigerants have been studied in the number of researches [2][3][4][5][6][7][8] that was reviewed in the present study.…”

“…It is most commonly found in electronic cleaning products and many consumer aerosol products that must meet stringent volatile organic compounds (VOC) requirements [8]. Such as the mixture of R134a-R744, prediction of vaporliquid equilibria (VLE) for the mixture of R152a-R744 is necessary for the development of new refrigerant mixtures with minimal environmental impact.…”

“…The refrigerants include difluoromethane (R32), propane (R290), 1,1-difluoroethane (R152a), hexafluoroethane (R116), decafluorobutane (R610), 2,2-dichloro-1,1,1-trifluoroethane (R123), 1-chloro-1,2,2,2-tetrafluoroethane (R124), and 1,1,1,2-tetrafluoroethane (R134a). The developed model was trained and evaluated by using the experimental data for eight binary refrigerant mixtures reported by [2][3][4][5][6][7][8] and pure component properties for eight refrigerants reported by [2-8, 52, 53]. A part of experimental data was used to train the networks, and the rest was used to evaluate the performance of the networks.…”

“…A part of experimental data was used to train the networks, and the rest was used to evaluate the performance of the networks. Finally, for the model validation, the prediction of the ANN model (CO 2 mole fraction in the vapor phase) was compared with the thermodynamic model from different literatures [4,6,8] and also with the experimental data. Furthermore, the ability of the ANN model for the prediction of VLE data for binary mixture in azeotropic condition was examined.…”