Short-Term Electric Load Prediction and Early Warning in Industrial Parks Based on Neural Network

Table 3

MSE () comparison.

Enterprise no.	A-LSTM	GRU	LSTM	RT	ARIMAX	ARIMA	SVR	MLP
1	92.15	102.68	105.55	107.88	117.91	115.18	122.39	131.94
2	90.43	104.10	105.35	112.25	119.21	118.01	121.20	138.11
3	96.59	100.05	108.64	114.33	109.78	120.75	126.60	121.00
4	92.32	102.64	107.31	114.82	110.77	116.25	127.35	134.28
5	95.47	97.00	102.23	113.35	114.62	121.28	118.80	132.71
6	95.85	95.86	102.73	111.17	116.62	121.98	119.66	132.26
7	91.52	103.34	101.38	112.59	119.77	116.78	121.07	127.24
8	91.65	105.43	103.84	114.55	119.61	117.70	119.47	127.86
9	94.17	100.45	103.52	114.29	111.83	112.33	124.83	124.01
10	97.49	100.29	103.46	110.83	119.61	115.60	119.10	127.88
11	92.13	104.41	104.36	111.83	113.96	117.92	125.66	127.74
12	93.18	102.01	101.61	115.36	114.45	119.93	122.18	132.67
13	87.81	102.89	100.18	105.88	116.56	114.78	121.79	129.82
14	92.15	103.05	104.18	105.31	115.00	118.97	118.86	128.89
15	95.52	99.69	101.83	115.12	114.68	119.82	124.94	128.39