This document summarizes a study that proposes a new method to improve voltage profiles in power systems by determining optimal locations for reactive power compensation devices like capacitor banks. The method utilizes modal analysis and calculates a reactive participation index (RPI) to identify buses that would most effectively improve voltage levels when compensated. The method is tested on the South Sulawesi power system in Indonesia, identifying key under-voltage buses. Capacitors are added iteratively at the buses with the highest RPI until all voltages are within limits. The results demonstrate improved voltage profiles and increased stability compared to alternative configurations.