Research Article
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 |
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