Predictive Maintenance for Structures
Use condition evidence to time inspection or maintenance where degradation is observable.
What this topic covers
Use condition evidence to time inspection or maintenance where degradation is observable.
Core monitoring ideas
Predictive maintenance works only when an indicator changes with useful lead time.
Structural deterioration can be slow, local or event-driven, so not every failure mode is predictable.
Maintenance decisions should retain engineering review and inspection evidence.
Interpretation limits
Significant findings should have a documented route to engineering review, work execution or justified continued observation.
Evidence and data quality
Post-event data can help prioritize inspections but cannot by itself establish structural safety.
Lifecycle use
Inspection access, NDT, radiation, heights and industrial environments require site-specific professional safety controls.