Transformers, vital components in Power Distribution Systems, rely on insulating oil to maintain their efficiency and longevity. However, over time, moisture can accumulate in this oil, leading to a decline in its dielectric strength and increased risk of electrical breakdown. This phenomenon, known as Transformer Dehydration, can significantly impact the performance and reliability of the Transformer.