Substation Equipment Temperature Prediction Method considering Local Spatiotemporal Relationship

Table 4

Comparison results of prediction performance of different models.

Model	All features (18 dimensions)		CLSTR features (10 dimensions)
	MAPE	RMSE	MAPE	RMSE
CNN-BiLSTM	1.03	60.09	0.94	52.86
CNN-LSTM	1.43	82.03	1.04	61.28
BiLSTM	5.77	634.74	5.47	552.96
LSTM	6.52	720.51	6.27	697.46