LSTM,CNN-LSTM,PSO-LSTM,PSO-CNN-LSTM做光伏功率预测,对比各种算法的误差评价指标。

LSTM,CNN-LSTM,PSO-LSTM,PSO-CNN-LSTM做光伏功率预测,对比各种算法的误差评价指标。

LSTM预测结果评价指标:

RMSE = 8.2496

MSE = 68.0566

MAE = 5.1832

MAPE = 0.29202

CNN-LSTM预测结果评价指标:

RMSE = 0.98212

MSE = 0.96457

MAE = 0.72943

MAPE = 0.039879

PSO-CNN-LSTM预测结果评价指标:

RMSE = 0.68696

MSE = 0.32698

MAE = 0.66369

MAPE = 0.019963

ID:1280

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