A Weak-Coupling Flow-Power Forecasting Method for Small Hydropower Station Group

Table 4

Comparison of the 120-hour-ahead prediction performance of each migration prediction method.

		Basin 498	Basin 260	Basin 32
TFT model	NSE	0.03	-0.05	-0.31
	TPE	0.27	0.78	0.96
	NRMSE	0.30	0.94	1.45
Ordinary fine-tuning	NSE	0.06	0.23	0.08
	TPE	0.28	0.40	0.63
	NRMSE	0.30	0.77	1.54
Pretrain-fine-tune TFT model	NSE	0.36	0.42	0.13
	TPE	0.24	0.34	0.61
	NRMSE	0.13	0.69	1.51
-fold cross-validation fine-tuning	NSE	0.54	0.36	0.27
	TPE	0.22	0.33	0.34
	NRMSE	0.08	0.70	0.77