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In solar photovoltaic systems applications, the maximum power point tracker has been involved for different purposes to support their performance. The MPPT works on growing the obtained electricity from the solar photovoltaic energy and consequently increases the quantity of the delivered electrical power from the PV system. Relying on this point, this paper introduces an intelligent tracker to guarantee the MPP working condition for a small size 150 W stand-alone PV system. In this study, An intelligent algorithm is proposed to have a fast and accurate tracker. Moreover, a robust sliding mode controller is inserted for improving the performance of a DC-DC boost converter. The converter is working in a continuous conduction mode operation to enhances the MPP tracker. Simulink of MATLAB is adopted to implement the system. The results of the simulated tracker are evaluated comparatively based on the ANN algorithm with and without inserting the sliding mode (SM) controller for different light intensity trends and levels. Simulation results analyzed and confirmed the effectiveness of the proposed tracker.
|Journal||International Journal of Power Electronics and Drive Systems (IJPEDS)|
|Publication status||Published - 01 Jun 2022|
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03/05/2020 → …