MAXIMUM POWER POINT TRACKING USING FUZZY LOGIC CONTROLLER IN SOLAR PV SYSTEMS
DOI:
https://doi.org/10.54554/jet.2025.16.1.006Keywords:
Fuzzy Logic Controller, Maximum Power Point Tracking, Perturb and ObservationAbstract
This study conducts a comparative analysis between the conventional Perturb and Observe (P&O) method and fuzzy logic control (FLC) to determine the superior approach for maximizing power extraction in solar photovoltaic (PV) systems. The P&O method, frequently employed for Maximum Power Point Tracking (MPPT), demonstrates significant oscillations upon reaching the maximum power point (MPP) and necessitates a considerable duration to achieve stability. The dynamic performance of the PV system output is examined by utilizing MATLAB simulations of P&O method while considering different irradiance levels. To overcome the use of the P&O method, a fuzzy logic controller is employed to manage the constraints and evaluate the system. The experiments were conducted in different irradiance and the output performance of both FLC, and P&O was noted such as at 800 W/m2 irradiance, FLC stabilizes at a voltage of approximately
258 V but P&O continues to show significant oscillations with lower voltage around 240 V to 250 V. The findings indicate that FLC significantly mitigates variations at the MPP and achieves a greater output value with a more rapid response time while the P&O algorithm exhibits significant oscillations and delayed responses, particularly under higher irradiance levels. The study's findings indicate that FLC is a superior and more dependable solution for MPPT in PV systems, resulting in enhanced overall reliability and efficiency.
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