Preventive maintenance schedules often fail not from lack of effort but from mismatched timing strategies. A conveyor running 20 hours daily receives the same monthly lubrication schedule as an identical conveyor operating four hours daily. Calendar-based triggers ignore actual equipment stress while runtime-based triggers demand sensor infrastructure and data integration that many facilities lack. This disconnect wastes maintenance labor on underutilized assets and misses critical service on heavily-used equipment.
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