Research Article

Structural Damage Detection Based on Modal Parameters Using Continuous Ant Colony Optimization

Table 9

Statistical results for damage detection in 3-bay and 4-storey frame structure.

Damage caseDetected damage amounts
15% @ 110% @ 215% @ 520% @ 21
MeanStd. Dev.MeanStd. Dev.MeanStd. Dev.MeanStd. Dev.

Noise free data
Single element15.00
Two element15.0010.00
Four element15.0010.0015.0020.00

0.5% noise in natural frequency and 5.0% noise in mode shape data
Single element9.14
Two element9.7315.20
Four element8.4614.419.40

1.0% noise in natural frequency and 10.0% noise in mode shape data
Single element11.10
Two element11.8714.07
Four element13.6613.8110.3020.43