基于改进猎人猎物算法的VMD-KELM短期负荷预测*
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鲁英达, 张菁
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VMD-KELM Short-term Load Forecasting Based on Improved Hunter-prey Optimizer
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LU Yingda, ZHANG Jing
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表8 各模型预测结果对比
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| 模型 | RMSE/kW | MAPE(%) | MAE/kW | | LSTM | 324.54 | 2.915 | 252.64 | | SVR | 383.38 | 3.364 | 306.05 | | VMD-SSA-KELM | 196.87 | 2.123 | 180.60 | | VMD-WOA-KELM | 152.87 | 1.553 | 133.65 | | LHPO-KELM | 232.90 | 2.610 | 220.25 | | VMD-HPO-KELM | 135.07 | 1.320 | 114.29 | | VMD-LHPO-KELM | 77.61 | 0.665 | 59.06 |
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