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Table 3 Configuration of the best performing simple neural network forecasting models used

From: Net load forecasting using different aggregation levels

  Model Number of neurons
Layer 1 Layer 2 Layer 3 Layer 4
Deterministic forecast Net load 192 128 12 32
Supply 96 128 64 18
Demand 64 64 48 32
Offshore wind 96 32 64 8
Onshore wind 160 80 64 8
Solar 64 80 64 32
Run of river 224 128 24 32
Probabilistic forecast Net load 64 32 48 24
Supply 64 32 48 22
Demand 64 32 48 8
Offshore wind 96 32 16 32
Onshore wind 64 32 16 18
Solar 256 128 48 32
Run of river 64 32 64 8