Skip to main content

Table 4 The RMSEs of our proposed approach and those of the non-central multivariate ‘t’ distribution for seasonal data

From: The effect of driver variables on the estimation of bivariate probability density of peak loads in long-term horizon

Seasonal peak load RMSE
SOMN Non-central multivariate
‘t’ distribution
Hidden neurons 30 50 100 150
Last season peak load 0.000134 0.000164 0.000116 0.000088 0.000193
Peak load in similar season in the last year 0.000121 0.000144 0.000106 0.000075 0.000177
Population 0.000108 0.000149 0.000081 0.000101 0.000211
GDP 0.000131 0.000094 0.000123 0.000023 0.000189