In a systematic literature review using a PRISMA framework, researchers examined consolidated transformer failure data from 2015 to the present, focusing on premature failures and, in particular, winding breakdown. The goal was to connect what is known from existing research to practical needs for more reliable, grid-connected transformer design under stress.

The review reports that windings account for 41% of failures, followed by tap changers (22%) and main tank failures (16%), among other categories. It also describes proposed knowledge-based technologies for diagnosing faults, but concludes that evidence for practical viability and large-scale implementation remains limited and calls for closer collaboration between academic research and utility practice.