Research Article
Structural Damage Identification Based on the Transmissibility Function and Support Vector Machine
Table 6
Identified damage locations based on PC and SVM.
| | Scenarios | Damage location
(floor) | Identified damage location (floor) | | Without noise | With 5% noise | With 10% noise | | | | | | | | | | | | |
| | S1 | 2 | 2 | 2 | ③ | 2 | 2 | 2 | 2 | ③ | 2 | 2 | 2 | ④ | | S2 | 2 | 2 | 2 | 2 | ③ | 2 | 2 | 2 | ③ | 2 | ④ | 2 | 2 | | S3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | | S4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | ④ | | S5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | ② | 3 | 3 | ④ | 3 | | S6 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | ④ | | S7 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | | S8 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | ② | 3 | 3 | | S9 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | ③ | 4 | 4 | 4 | 4 | | S10 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | ③ | | S11 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | | S12 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | | S13 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | ④ | 5 | 5 | 5 | ④ | | S14 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | | S15 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | | S16 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
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