Machine Learning-Based Relative Performance Analysis of Monocrystalline and Polycrystalline Grid-Tied PV Systems

Table 6

Data set of monoperk crystalline module in simulation and experimental work.

Month	Monoperk experimental results	Monoperk simulation results	Method/class max. yield output	Difference	Error percentage
January	1629.5	1329	0	300.5	18.44123964
February	1591	1561	0	30	1.885606537
March	1456.5	2003.5	1	547	27.30222111
April	1200.7	2110.7	1	910	43.11365898
May	1000.2	2275.2	1	1275	56.03902954
June	899.1	2254.1	1	1355	60.11268355
July	865.5	2071.5	1	1206	58.21868211
August	834.6	2111.6	1	1277	60.47546884
November	1662.3	1462.3	0	200	12.03152259
December	1517.3	1317.3	0	200	13.1813089