A Novel Hybrid Model for Short-Term Forecasting in PV Power Generation

Table 3

Comparative analysis on PV power forecasting errors by using different methods.

PV data sources	PTM Green Energy Office (GEO) (%)	Taichung Thermal Power Plant (%)	An academic building at the National Penghu University (NPU) (%)
Forecasting model
ARIMA	9.52	16.49	13.48
LS-SVM	6.42	4.78	12.03
ANN	7.78	4.75	16.77
ANFIS	7.93	6.82	12.32
Hybrid model	5.64	3.43	6.57