The global energy sector is rapidly evolving, driven by increasing electricity demand, grid modernization, and the integration of renewable energy sources. Transformer oils play a crucial role in ensuring the safe and efficient operation of electrical equipment, particularly transformers. Among various types, naphthenic transformer oil is widely preferred due to its excellent cooling...