Real-Time Structural Monitoring

What this topic covers

What real-time means when data, alarms and decisions have different latency needs.

Core monitoring ideas

Some events require rapid notification while long-term degradation may need periodic review.

Dashboards should display sensor health and data freshness as well as structural values.

Fast data is not useful unless responsibility for alerts is defined.

Interpretation limits

Sampling and storage should match the phenomenon: slow settlement and rapid vibration need different strategies.

Evidence and data quality

Analytics should surface uncertainty, missing data and sensor faults rather than hide them inside a score.

Lifecycle use

AI, machine learning and digital twins support review; they do not replace structural engineering accountability.