A novel MM-EMS is proposed to operate the microgrid with lowest operating cost. A battery sizing method using PSO to determine energy capacity in kWh is proposed. Variation in optimal battery capacity for different battery SOC levels is analyzed. Analysis on microgrid's associated costs for different battery SOC levels is done. Recommendation on choice of SOC level for economic microgrid operation is made.