The paper investigates the reduction of total harmonic distortion (THD) in parallel inverter systems connected to the grid using a modified Proportional Resonant (PR) control technique. By introducing a randomized PR control method, results show improvements in harmonic performance, achieving a lower output current THD compared to conventional methods. The study highlights the advantages of using randomly tuned gains to allow for harmonic cancellation among inverters, thereby enhancing grid power quality.