Abstract: Under the development trend of new power systems and smart grids, the continuous upgrading of substation automation systems has put forward higher requirements for monitoring systems. Timely extraction of equipment defects and automatic generation of defect reports during the monitoring process are of great significance for the prompt detection and elimination of hidden dangers in the power grid.