Table 1 Dataset statistic of input and output variables.

From: Evaluating machine learning models comprehensively for predicting maximum power from photovoltaic systems

 

Irradiance

Temperature

Im

Vm

Pm

Count

876,011

876,011

876,011

876,011

876,011

Mean

714.46

29.79

226.85

267.56

61012.82

Std

226.90

5.00

95.93

28.12

26794.11

Min

400.00

25.00

0.00

− 74.46

− 12787.95

25%

600.00

25.00

147.41

271.73

40198.47

50%

800.00

25.00

222.44

272.62

60821.47

75%

1000.00

35.00

369.34

272.97

100316.44

max

1000.00

35.00

372.38

293.18

100660.26