When the solar insolation varies, the ANN control is seen to
adjust the duty cycle to its optimal value. Hence the motor
speed converges to an optimal value which corresponding to
PV generation at the MPP, leading to maximization in the
water pump discharge rate. A summary of the comparison
between the ANN MPPT, directly connected system and
theoretically expected result is shown in Table (3) and Table
(4).