Distribution Transformers are Essential Components of the Electrical grid, responsible for stepping down high-voltage Electricity to lower voltages suitable for residential and commercial use. These Transformers are constantly exposed to various stresses, including Electrical, thermal, and mechanical, which can lead to faults and malfunctions over time.