Table 6 Comparative Experiments.

Method		PMANet		Autoformer		Transformer		FEDformer		Informer		CEEMD-CNN-LSTM
Metrics		MSE	MAE	MSE	MAE	MSE	MAE	MSE	MAE	MSE	MAE	MSE	MAE	MSE	MAE
JT	24	0.412	0.431	0.532	0.502	0.396	0.448	0.734	0.641	0.593	0.538	0.579	0.518	0.697	0.564
JT	48	0.515	0.502	0.508	0.546	0.711	0.591	0.761	0.663	0.583	0.505	0.622	0.532	0.718	0.577
GL	24	0.122	0.278	0.321	0.455	1.108	1.011	0.305	0.432	0.286	0.421	0.315	0.421	0.237	0.381
GL	48	0.124	0.278	0.192	0.351	3.874	1.946	0.327	0.438	0.315	0.429	0.284	0.409	0.284	0.409
THS	24	0.531	0.498	0.585	0.538	1.109	0.804	2.351	1.193	0.771	0.667	0.759	0.664	0.729	0.645
THS	48	0.868	0.661	0.891	0.683	1.727	1.135	2.746	1.312	0.783	0.665	0.727	0.647	0.781	0.677
HR	24	0.182	0.352	0.336	0.473	0.583	0.672	0.477	0.497	0.67	0.555	0.261	0.397	0.654	0.717
HR	48	0.261	0.423	0.275	0.431	0.657	0.694	0.568	0.506	0.562	0.549	0.289	0.411	0.711	0.768
KM	24	0.265	0.183	0.347	0.359	0.413	0.462	0.313	0.352	0.178	0.318	0.585	0.511	0.716	0.788
KM	48	0.308	0.329	0.569	0.561	0.557	0.584	0.447	0.489	0.307	0.366	0.747	0.708	0.934	0.905
BYD	24	0.175	0.254	0.228	0.256	0.284	0.407	0.271	0.355	0.194	0.278	0.711	0.725	1.246	1.095
BYD	48	0.232	0.257	0.489	0.467	0.573	0.594	0.589	0.673	0.273	0.261	0.879	0.828	1.512	1.183

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