Table 5.

Test for validation of the inputs of the ANN.

Input Removed	MSE Average	MSE Change	MSE Average	MSE Change
	for N11a	in N11a	for N10b	in N10b
$t_s$	3.071%	+0.39%	$1.6\times {10}^{-3}$%	+$7.6\times {10}^{-4}$%
$M_p$	-	-	$2.39\times {10}^{-2}$%	+$2.3\times {10}^{-2}$%
$t_p$	2.994%	+0.313%	$9.59\times {10}^{-4}$%	+$1.19\times {10}^{-4}$%
$t_r$	3.563%	+0.090%	$3.5\times {10}^{-3}$%	+$2.7\times {10}^{-3}$%
$t_d$	3.081%	+0.400%	$1.4\times {10}^{-3}$%	+$5.83\times {10}^{-4}$%
$V_f$	3.393%	+0.019%	$3.1\times {10}^{-3}$%	+$2.2\times {10}^{-3}$%