Energy Informatics

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
	Model	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

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