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Table 2 24h forecast results for the Flensburg DHN

From: An operational strategy for district heating networks: application of data-driven heat load forecasts

Forecast Method

Naive Forecast

ARIMAX

FFN

CNN

LSTM

GRU2

RMSE [MWh]

18.55

12.69

10.44

10.43

12.52

12.18

MAPE [%]

12.55

9.25

6.38

6.34

6.91

6.98