Performance Prediction of Solar Adsorption Refrigeration System by Ann

Table 5

Comparison between the experimental and ANN predicted results.

Experimental				ANN predicted				% error
Cycle COP	SCP	Solar COP	DT	Cycle COP	SCP	Solar COP	DT	Cycle COP	SCP	Solar COP	DT
0.248	37	0.045	58	0.246	37.5	0.0448	58.4	0.80	−1.35	0.44	−0.69
0.275	42	0.055	60.4	0.271	42.8	0.0558	60.8	1.451	−1.90	−0.148	−0.65
0.325	45	0.062	61.82	0.328	45.8	0.061	61	−0.92	−1.77	1.617	1.42
0.35	49	0.072	63.25	0.354	51	0.073	64	−1.15	−4.08	−1.388	−1.175
0.378	52	0.082	64.3	0.375	51.8	0.0826	64.5	0.798	0.384	−0.72	−0.305
0.425	58	0.084	65.86	0.42	58.2	0.0849	65.8	1.176	−0.344	−1.07	0.091

𝑅²: 0.99872, 0.99503, 0.99905, 0.9814.
RMS: 0.003642, 0.9678, 0.0008, 0.5167.
COV: 0.00182, 0.003417, 0.002, 0.00148.