Forecasting of Energy Production for Photovoltaic Systems Based on ARIMA and ANN Advanced Models

Table 10

Comparison of different forecasting models.

Ref.	Year of publ.	Forecasting model	Error	Time horizon	Location
[34]	2018	ARIMA, GA, PSO, DE	VAR, WME	1 day	Canada
[33, 34]	2018, 2018	SVM	RMSE, MRE	15 min.	China
[31, 34]	2019, 2018	NWP	MAE, MBE, RMSE,	1 h, 3 h	USA—California state
[32, 34]	2019, 2018	ANN	NRMSE, NMAE, NBE	1 h	Italy
[34]	2018	SVM, NN, MLR, RT	RMSE	2 h	Australia
Present article: BIPV lab system	2021: to be published	ARIMA, ANN	RMSE,MAE, MAPE, MaxAPE, MaxAE	15 min, 10 days (time series)	South of Romania, Bucharest, BIPV lab system
Present article: experimental PV park	2021: to be published	ARIMA, ANN	rMAE, rRMSE	10 days (time series)	South of Romania, experimental PV park