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

Table 5

Achieved results with different input data for studied models for the Djelfa PV system.

Input parameters/metrics	RMSE	nRMSE	nMAE	MABE	R (%)
PV−1	6.93	30.94	4.99	22.37	88.27
PV−1–PV−2	6.31	28.17	3.79	16.91	90.30
PV−1–PV−3	5.99	26.74	3.52	15.74	91.38
PV−1–PV−4	5.95	26.58	3.45	15.46	91.483
PV−1–PV−5	5.90	26.35	3.40	15.18	91.63
PV−1–PV−6	5.85	26.10	3.43	15.37	91.79
PV−1–PV−7	5.81	25.93	3.43	15.37	91.91
PV−1–PV−8	5.76	25.73	3.43	15.34	92.04
PV−1–PV−9	5.74	25.62	3.42	15.32	92.11
PV−1–PV−10	5.73	25.60	3.44	15.44	92.12
PV −1–PV−11	5.73	25.57	3.44	15.41	92.10