A novel index, developed by specialists, is poised to radically alter how the utility manages critical power facility spares. This framework monitors reliability of parts, predicting potential failures and enhancing procurement processes. The index enables for a more preventative maintenance plan, decreasing downtime and enhancing the overall perfo