Utilities invest signi cant time and nances into substation maintenance in order to anticipate failures or accelerated aging in power equipment. Current practices include regular insulation condition tests for switching devices, reactors, power transformers, and so on. Many of the indicators of equipment condition are imprecise, unreliable and costly to obtain on a regular basis. To achieve use...