Introduction In both GIS (Gas Insulated Substation) and AIS (Air Insulated Substation) facilities, partial discharges (PD) represent a silent threat that can compromise the insulation system and service continuity. Early detection is essential to prevent costly failures and to plan effective maintenance interventions. For this reason, both