Short-Term PV Power Forecasting Using a Hybrid TVF-EMD-ELM Strategy

Table 6

Achieved results with different input data for studied models for Sidi Bel Abbes PV system.

Input parameters/metrics	RMSE	nRMSE	nMAE	MABE	R (%)
PV−1	6770.32	27.720	5131.00	21.034	90.59
PV−1–PV−2	5918.87	24.23	3635.63	14.89	92.84
PV−1–PV−3	5642.91	23.099	3206.30	13.18	93.51
PV−1–PV−4	5571.20	22.80	3132.00	12.87	93.68
PV−1–PV−5	5497.10	22.49	3118.73	12.77	93.85
PV−1–PV−6	5424.72	22.20	3093.78	12.65	94.02
PV−1–PV−7	5342.29	21.86	3042.88	12.44	94.20
PV−1–PV−8	5300.11	21.69	3030.17	12.38	94.30
PV−1–PV−9	5269.46	21.56	3035.67	12.39	94.37
PV−1–PV−10	5266.62	21.55	3037.15	12.38	94.37
PV−1–PV−11	5274.95	21.59	3055.62	12.45	94.36