Table 1 Time series datasets summary.... | Emerald Publishing

Table 1

Time series datasets summary.

Dataset	Shagaya Poly-SI [33]	Shagaya TFSC [33]	Cocoa Poly-SI [34]
System Size	5 MW	5 MW	166 W
No. of Days Before Preprocessing	420	420	316
No. of Days After Preprocessing	376	409	316
Training Set	304	330	255
Validating Set	34	37	29
Testing Set	38	42	32
Weather Parameters	GHI, GTI, wind speed, wind direction, air & panel’s temperature	GHI, GTI, wind speed, wind direction, air & panel’s temperature	Solar irradiance, ambient temperature, humidity & precipitation

Dataset	Shagaya Poly-SI [33]	Shagaya TFSC [33]	Cocoa Poly-SI [34]
System Size	5 MW	5 MW	166 W
No. of Days Before Preprocessing	420	420	316
No. of Days After Preprocessing	376	409	316
Training Set	304	330	255
Validating Set	34	37	29
Testing Set	38	42	32
Weather Parameters	GHI, GTI, wind speed, wind direction, air & panel’s temperature	GHI, GTI, wind speed, wind direction, air & panel’s temperature	Solar irradiance, ambient temperature, humidity & precipitation