A method to detect structural and system anomalies on infrastructures is proposed.
The method is based on the clustering of the spectral moments of accelerations.
The method was evaluated on large data from the Sydney Harbour Bridge, Australia.
Known structural and instrumentation anomalies were correctly detected.
Previously unknown anomalies were detected and confirmed with more investigations.