Method for determining the condition of one or more rotating machine assets and profiling their maintenance needs using partial discharge measurements

A statistical method is described to interpret partial discharge (PD) measurement data from rotating machines for the maintenance personnel. Cumulative damage to the electrical insulation caused by PD during an observation time window is estimated using multiple PD sensors strategically distributed along the entire length of the machine winding. The damage thus estimated is compared against a reference value based on the annual averages of similar machines to determine if maintenance action is needed and how soon, if required. A method is also described to track the electrical insulation's overall condition and generate real-time health status alerts continuously and reliably.