The document presents a study on modeling and simulation of solar photovoltaic (PV) systems, focusing on the implementation of maximum power point tracking (MPPT) techniques to enhance efficiency. It compares the performance of different MPPT algorithms, particularly incremental conductance and perturb and observe methods, through MATLAB Simulink simulations with various DC-DC converter designs. The findings suggest that the incremental conductance algorithm combined with the cuk converter yields the best results in maintaining consistent output voltage and maximizing power output.