Predicting machine failures before they happen: choose the right maintenance strategy and check an AI-drafted FMEA, read vibration, temperature and current logs and apply alert, alarm and trend rules without being fooled by bad readings, estimate remaining useful life honestly, test an AI failure-prediction tool against what really failed and what it cost, compute MTBF, MTTR and availability and plan spares and safe shutdowns, and write a predictive maintenance proposal a maintenance manager can take to management, all in a spreadsheet or free Colab.
A full certificate course for Mechanical Engineering students and young professionals, part of the IntelliScan AI Campus Your Degree + AI programme. Six modules, a practical assignment in every module and a capstone project, all phone-friendly. No programming needed.