I. Introduction
In transformers, hot spot temperature and working time at the windings are key factors in internal insulation damage [1]. When a fault occurs at a hot spot, the local temperature rises dramatically, accelerating aging and damaging the insulation components [2]. Therefore, timely monitoring of the hot spot temperature of the transformer winding is essential.