Transformer oil is a specialized dielectric fluid that serves multiple crucial functions within a transformer. It acts as an insulator, coolant, and arc quencher. Over time, this oil can become contaminated with various impurities, including water, gases, and solid particles. These contaminants can degrade the oil's dielectric strength, leading to