MATLAB Siulation of  microgrid operation using different Maximum Power Point Tracking (MPPT) methods, including Perturb and Observe (P&O), PSO-ANFIS, and PSO with sliding mode control. The microgrid comprises a 1 MW PV system, a 1 MWh battery storage system, and connection to the grid. The model demonstrates the MPPT algorithms' effectiveness in optimizing the PV system's power generation. Comparatively, the PSO-ANFIS based MPPT shows superior tracking performance, while P&O and PSO sliding mode MPPT encounter difficulties in accurate tracking and exhibit longer computation times. This analysis highlights the advantages of using PSO ANFIS for MPPT in microgrid applications.