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

Table 3

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

Input parameters/metrics	RMSE	nRMSE	nMAE	MABE	R (%)
PV−1	128.06	25.43	96.15	19.65	88.91
PV−1–PV−2	124.23	24.67	90.52	18.35	89.53
PV−1–PV−3	113.42	22.52	74.66	15.07	91.34
PV−1–PV−4	108.81	21.60	68.02	13.77	92.09
PV−1–PV−5	107.24	21.29	64.62	13.15	92.37
PV−1–PV−6	107.015	21.24	65.25	13.33	92.45
PV−1–PV−7	106.88	21.21	66.90	13.73	92.51
PV−1–PV−8	106.72	21.19	67.17	13.77	92.52
PV−1–PV−9	106.29	21.93	67.11	13.75	92.57
PV−1–PV−10	106.73	21.18	67.30	13.74	92.47
PV−1–PV−11	107.224	21.28	68.64	14.04	92.42