Power Cell SOC Modelling for Intelligent Virtual Sensor Implementation

Table 4

value for each model in each cluster.

Cluster	Selected model	Compared model	value
1	ANN-MLP, 10 neurons	Polynomial
1	ANN-MLP, 10 neurons	SVR
2	LS-SVR	ANN-MLP, 10 neurons
2	LS-SVR	Polynomial
3	ANN-MLP, 8 neurons	Polynomial
3	ANN-MLP, 8 neurons	SVR
4	LS-SVR	ANN-MLP, 10 neurons
4	LS-SVR	Polynomial