Reliability evaluation of power cables considering the restoration characteristic

•To extract event information by exploiting historical data such as cable asset inventory.•To estimate the failure rate of every individual cables using PHM.•To demonstrate that, although many previous works make different approximations which are designed for non-repairable systems, the results of applying these approaches are misleading for repairable power cables.