Energy Informatics

Table 2 Network setup overview

From: Adequacy of neural networks for wide-scale day-ahead load forecasts on buildings and distribution systems using smart meter data

	MISO-MLP	MIMO-MLP	NAR	NARX
Type	FFNN	FFNN	RNN	RNN
Multi-step	direct	multi-output	recursive	recursive
Inputs	28	28	168	28
Outputs	1	24	1	1
Hidden layers	1	1	1	1
Hidden neurons	15	15	15	15
Total weights	79	424	2703	463
Training data	365	365	1440	8760

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