PV Power Forecasting in the Hexi Region of Gansu Province Based on AP Clustering and LSTNet

Table 5

Forecasting results of different models.

Prediction model	Average value (MWh)				Average value (%)				Average value (%)
	Spr.	Sum.	Fal.	Win.	Spr.	Sum.	Fal.	Win.	Spr.	Sum.	Fal.	Win.
AP-LSTM	2.26	1.79	1.96	2.33	26.09	21.10	43.98	31.17	95.99	97.86	95.79	97.21
AP-ALSTM	2.27	1.73	1.90	2.33	25.57	19.04	40.78	29.64	95.79	97.89	95.85	97.08
AP-CNN-LSTM	2.43	2.04	1.95	2.63	26.63	21.80	38.79	32.61	95.33	97.36	95.67	96.56
AP-A-CNN-LSTM	2.43	2.00	1.90	2.53	25.49	21.65	36.09	34.43	95.59	97.27	95.82	96.63
AP-LSTNet	2.16	1.45	1.63	2.10	21.50	15.42	35.66	22.79	96.56	98.47	96.84	97.50