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

Table 4

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

Input parameters/metrics	RMSE	nRMSE	nMAE	MABE	R (%)
PV−1	1453.96	32.50	1117.35	24.60	87.3
PV−1–PV−2	1363.89	30.49	880.18	18.93	89.0
PV−1–PV−3	1357.41	30.35	866.94	18.59	89.2
PV−1–PV−4	1368.29	30.60	871.27	18.68	89.0
PV−1–PV−5	1354.76	30.30	871.70	18.60	89.3
PV−1–PV−6	1395.87	31.22	885.47	18.74	88.7
PV−1–PV−7	1361.44	30.45	88.86	18.61	89.5
PV−1–PV−8	1381.12	30,89	891.89	18.69	89.2
PV−1–PV−9	1367.43	30,58	896.16	18.76	89.6
PV−1–PV−10	1346.30	30.11	898.09	18.86	89.9
PV−1–PV−11	1313.98	29.38	910.03	19.26	90.5
PV−1–PV−12	1293.31	28.92	911.37	19.39	90.8
PV−1–PV−13	1255.59	28.07	921.53	19.73	91.6