This study analyzes transient enclosure voltages in gas-insulated systems (GIS) using EMTP simulations to understand the effects of various parameters such as soil resistivity, grid depth, and conductor diameter on transient overvoltages. Key findings indicate that peak transient enclosure voltage is minimized under specific conditions, such as a soil resistivity of 200 ohm-meter and a grid depth of 0.5 meters. The research highlights the significance of grounding system design in mitigating high-voltage transients in GIS applications.