Table 2.

ANN configurations—for refrigerator EnAPlug.

Configuration 1.1.1
Inputs	Output
[0–23]—hour of the day [1–7]—day of the week [0–1]—if the door was opened in the previous hour	[0–1]—if the user will open, or not, the refrigerator
Configuration 1.1.2
Inputs	Output
[0–23]—hour of the day [0–1]—if week or weekend [0–1]—if the door was opened in the previous hour	[0–1]—if the user will open, or not, the refrigerator
Configuration 1.1.3
Inputs	Output
[0–23]—hour of the day [0–1]—if week or weekend	[0–1]—if the user will open, or not, the refrigerator
Configuration 1.2.1
Inputs	Output
kWh—consumption in last 30 min °C—refrigerator’s temperature °C—room temperature	[0–1]—if refrigerator motor will run
Configuration 1.2.2
Inputs	Output
°C—refrigerator’s temperature °C—room temperature	[0–1]—if refrigerator motor will run
Configuration 1.2.3
Inputs	Output
[0–23]—hour of the day [0–1]—if week or weekend [0–1]—if the door was opened in the last 15 min kWh—consumption in last 15 min kWh—consumptions in second to last 15 min °C—refrigerator temperature %—refrigerator humidity °C—room temperature	[0–3]—if refrigerator motor runs in the first half hour or/and in the second half hour (i.e., 0: not runs; 1: runs in the first half; 2: runs in the second half; 3 runs in first and second half)
Configuration 1.2.4
Inputs	Output
[0–23]—hour of the day kWh—consumption in last 30 min °C—refrigerator temperature %—refrigerator humidity °C—room temperature	[0–3]—if refrigerator motor runs in the first half hour or/and in the second half hour (i.e., 0: not runs; 1: runs in the first half; 2: runs in the second half; 3 runs in first and second half)