Modeling a Thermochemical Reactor of a Solar Refrigerator by BaCl₂-NH₃ Sorption Using Artificial Neural Networks and Mathematical Symmetry Groups

Table 2

Weights and bias of the neural network.

	Input layer
	r1	r2	r3	Thf	Vs	Vg	t	H	Dn
Neuron 1	3.26E + 00	1.63E + 00	0.00E + 00	4.81E − 02	1.40E − 04	2.26E − 04	−9.14E − 01	1.39E − 01	5.96E − 02
Neuron 2	−1.71E + 00	−8.56E − 01	0.00E + 00	1.48E − 01	−7.36E − 05	−1.19E − 04	7.18E − 01	−7.29E − 02	−3.13E − 02
Neuron 3	4.29E − 01	2.15E − 01	0.00E + 00	5.96E − 02	1.85E − 05	2.97E − 05	5.72E − 01	1.83E − 02	7.85E − 03
Neuron 4	3.90E + 00	1.95E + 00	0.00E + 00	−1.75E − 01	1.68E − 04	2.70E − 04	−1.39E − 01	1.66E − 01	7.13E − 02
Neuron 5	−4.39E − 01	−2.19E−01	0.00E + 00	1.65E − 02	−1.89E − 05	−3.04E − 05	−5.77E − 03	−1.87E − 02	−8.03E − 03
Neuron 6	3.60E + 00	1.80E + 00	0.00E + 00	−3.76E − 01	1.55E − 04	2.49E − 04	1.59E + 00	1.53E − 01	6.58E − 02
Neuron 7	3.03E − 01	1.52E − 01	0.00E + 00	−5.32E − 03	1.30E − 05	2.10E − 05	−1.18E − 01	1.29E − 02	5.55E − 03
Neuron 8	−6.36E − 02	−3.18E − 02	0.00E + 00	−8.44E − 02	−2.74E − 06	−4.41E − 06	1.37E − 01	−2.71E − 03	−1.16E − 03
Neuron 9	2.76E + 00	1.38E + 00	0.00E + 00	−2.16E − 01	1.19E − 04	1.91E − 04	−2.28E + 00	1.17E − 01	5.05E − 02
Hidden layer
Bias
	1	2	3	4	5	6	7	8	9
b1	−1.13E + 01	−5.76E + 00	−9.33E + 00	−4.22E + 00	9.58E−01	−5.05E + 00	−1.03E + 00	4.56E + 00	4.26E + 00
Output layer
Inputs
	1	2	3	4	5	6	7	8	9
Neuron 1	−5.86E − 02	4.22E + 00	−3.83E + 00	9.03E − 01	5.15E + 01	6.45E − 01	−4.80E + 00	−2.78E + 00	−1.64E + 00
Neuron 2	−4.09E − 01	3.27E + 00	−3.77E + 00	8.74E − 01	5.41E + 01	8.69E − 01	−1.03E + 01	−7.84E − 01	2.38E − 01
Neuron 3	−1.10E + 01	1.05E + 00	−9.41E − 03	8.09E − 01	−3.78E + 00	−3.65E + 00	−4.87E + 00	−1.28E + 01	−1.08E − 01
Neuron 4	3.88E + 00	−2.67E + 01	3.95E + 01	−3.04E + 01	−5.10E + 01	9.09E−02	−6.28E + 01	−4.04E + 00	−7.94E + 00
Neuron 5	8.20E − 02	4.34E − 01	−2.80E − 01	1.70E + 00	5.02E + 00	3.54E − 01	−2.67E + 00	−2.41E + 00	2.14E − 01
Output layer
Bias
b2	6.19E + 01	6.08E + 01	4.83E + 01	3.76E + 01	6.93E + 00