Table 5.

Accuracy of the proposed load estimation ANN with varying encoded data size.

Encoded Data Size	${\mathit{CF}}_{\mathit{AE}}$	Layer 1 Neurons	Layer 2 Neurons	Training ${\mathit{Accuracy}}_{\mathit{E}}$ (%)	Test ${\mathit{Accuracy}}_{\mathit{E}}$ (%)
400	31.76	240	120	93.9	83.1
600	31.58	360	180	96.0	88.3
800	31.05	480	240	96.7	90.8
1000	29.98	600	300	96.4	91.5
1200	29.44	720	360	97.3	92.7