Predictive failure analysis

Predictive failure analysis is a technique used to assess the likelihood of a device, machine, or system failing in the near future by examining current condition data. It uses sensors and monitoring tools to track performance indicators, identifying patterns or signs of wear that suggest an impending failure. This proactive approach helps prevent unexpected breakdowns by enabling timely maintenance or replacements, ultimately reducing downtime and repair costs. Essentially, it's like giving a machine a check-up to catch issues early before they become serious problems.