Structural damage assessment through features in quefrency domain

•Statistical pattern recognition identifies patterns to assess the presence of damage.•Features in quefrency domain are analytically derived from structural properties.•PCA projection increases features robustness to external distrubances.•New features are computationally advantageous compared to natural frequencies.•Proposed damage assessment strategy is tested with numerical and experimental data.