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

Table 7

Performance comparison of the proposed TVF-EMD-ELM model and ELM model.

Model	ELM model					TVF-EMD-ELM model
PV plant/metric	RMSE	nRMSE	MABE	nMAE	R (%)	RMSE	nRMSE	MABE	nMAE	R (%)
Ghardaia	106.73	21.18	67.30	13.74	92.47	18.38	3.64	13.63	2.70	99.80
Laghouat	5266.62	21.55	3037.15	12.38	94.37	585.31	2.39	376.60	1.54	99.93
Djelfa	5.73	25.57	3.44	15.41	92.10	0.509	2.27	0.355	1.58	99.94
Sidi Bel Abbes	1255.59	28.07	921.53	19.73	91.6	101.72	2.27	79.06	1.76	99.90