Fig. 1 ANN Structure More about this image found in ANN Structure

Fig. 2 Plates-type ICDH (after Ref. [ 49 ]) More about this image found in Plates-type ICDH (after Ref. [ 49 ])

Fig. 3 Heat and mass flows in one channel of a plates-type ICDH More about this image found in Heat and mass flows in one channel of a plates-type ICDH

Fig. 4 Training stage MSE values More about this image found in Training stage MSE values

Fig. 5 Validation parity plots, Case 5 (2 layers, 10 neurons) More about this image found in Validation parity plots, Case 5 (2 layers, 10 neurons)

Fig. 6 Training performance plot (2 layers, 10 neurons) More about this image found in Training performance plot (2 layers, 10 neurons)

Fig. 7 Training state plot (2 layers, 10 neurons) More about this image found in Training state plot (2 layers, 10 neurons)

Fig. 8 MSE Values, operation scenario, and test data set validation More about this image found in MSE Values, operation scenario, and test data set validation

Fig. 9 Test data set parity plots, 2 layers, 10 neurons: ( a ) air temperature, ( b ) air humidity, ( c ) liquid desiccant temperature, ( d ) liquid desiccant concentration, and ( e ) water temperature More about this image found in Test data set parity plots, 2 layers, 10 neurons: ( a ) air temperature, ( ...

Fig. 1 Daily average temperature of New York City in January 2022 More about this image found in Daily average temperature of New York City in January 2022

Fig. 2 Schematic diagram of experimental setup More about this image found in Schematic diagram of experimental setup

Fig. 3 Experimental setup, data acquisition system, and labview interface More about this image found in Experimental setup, data acquisition system, and labview interface

Fig. 4 Schematic diagram of vapor compression refrigeration cycle More about this image found in Schematic diagram of vapor compression refrigeration cycle

Fig. 5 T-S diagram of vapor compression refrigeration cycle More about this image found in T-S diagram of vapor compression refrigeration cycle

Fig. 6 ( a ) Variation of heating capacity with outdoor temperature and ( b ) variation of power input with outdoor temperature More about this image found in ( a ) Variation of heating capacity with outdoor temperature and ( b ) vari...

Fig. 7 ( a ) Variation of coefficient of performance with outdoor temperature and ( b ) variation of energy efficiency ratio with outdoor temperature More about this image found in ( a ) Variation of coefficient of performance with outdoor temperature and ...

Fig. 8 Variation of compressor isentropic efficiency with outdoor temperature More about this image found in Variation of compressor isentropic efficiency with outdoor temperature

Fig. 9 Variation of condenser temperature with outdoor temperature More about this image found in Variation of condenser temperature with outdoor temperature