Industrial equipment longevity refers to how long machines and systems may remain serviceable before requiring major overhaul or replacement. This concept involves the interplay of maintenance practices, environmental exposure, operational routines, and technology updates. In Mexico, companies frequently monitor these variables to manage costs and ensure continuous operation as equipment is a significant capital investment across industries such as manufacturing, energy, and mining. Many factors