Research Article
Prediction the Vapor-Liquid Equilibria of CO2-Containing Binary Refrigerant Mixtures Using Artificial Neural Networks
Table 4
Weights and Bias for the optimized ANN model.
| Input-hidden layer connections | Hidden layer-output connections | Weights | Bias | Weights | Bias | | | | | | | | | | |
| −0.6056 | −0.9887 | −0.7923 | −0.6751 | −0.4102 | −1.5259 | −3.0024 | −0.2282 | 0.8706 |
−4.6281 | −0.134 | 0.1773 | 0.7049 | −0.8568 | 0.9083 | −0.0939 | 0.3924 | 0.2957 | −2.7643 | 0.1781 | −0.0542 | −0.1658 | 3.473 | −4.3534 | 0.7277 | −0.9445 | −0.6808 | 4.6201 | −1.5473 | −0.5041 | −0.6426 | −0.6926 | 2.273 | 0.3274 | 0.6674 | 2.1058 | 0.6233 | −0.1471 | −1.69 | −4.6153 | −3.7246 | 4.0597 | −1.133 | 0.4642 | −7.8154 | −4.8468 | −0.5177 | −0.8163 | −0.7417 | 0.0359 | −0.395 | −1.0492 | −2.267 | −0.3021 | −1.2227 | −0.3352 | 0.2159 | 0.3334 | −3.1563 | 3.4222 | −0.7444 | 0.625 | 0.2541 | 5.0439 | 0.0599 | −1.0839 | 2.4576 | −2.211 | 1.0885 | −0.0151 | −0.8366 | 2.8284 | −0.6923 | 0.4007 | −0.4818 | 1.0288 | 4.7919 | −3.0998 | 1.0456 | 0.1107 | 1.1395 | 1.2612 | −0.1696 | 0.0643 | 1.0752 | −0.4978 | 1.5478 | 0.1578 | −0.0002 | 1.5111 | 1.7854 |
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