Short-Term Load Forecasting Method Based on Deep Reinforcement Learning for Smart Grid

Table 3

IMF analysis performance under different methods.

Component	(%)	(MW)
(a) IEMD method proposed in this study
IMF 1	12.21	1.281
IMF 2	11.59	0.957
IMF 3	11.15	1.064
IMF 4	9.47	0.737
IMF 5	10.11	0.901
IMF 6	6.57	0.799
IMF 7	4.97	0.613
IMF 8	8.01	0.771
R	0.059	0.011
(b) Traditional EMD method
IMF 1	15.25	2.149
IMF 2	10.51	1.578
IMF 3	12.54	1.746
IMF 4	10.87	0.994
IMF 5	12.57	1.024
Vb	0.501	0.084