Energy Informatics

Table 5 The 10 best trial results on the hyperparameter tuning process in with PV scenario

From: A proposed PMU-based voltage stability and critical bus detection method using artificial neural network

Rank number	Layer				Loss score
Rank number	First dense	Second dense	Third dense	Fourth dense	Loss score
1	16	128	128	96	0.159781
2	32	128	128	96	0.167234
3	32	128	96	96	0.168303
4	16	128	112	96	0.168811
5	16	128	128	32	0.173575
6	64	128	128	96	0.174498
7	16	128	128	80	0.176799
8	64	128	64	96	0.183777
9	32	96	64	64	0.185018
10	16	64	128	96	0.189285

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