Structural Damage Identification Based on the Transmissibility Function and Support Vector Machine
Table 3
Identified damage locations based on WPEV and SVM.
Scenarios
Damage location (floor)
Identified damage location(floor)
Without noise
With 5% noise
With 10% noise
S1
2
2
2
2
④
2
2
2
③
2
2
③
③
S2
2
2
③
2
2
2
2
2
③
2
2
2
2
S3
2
2
2
2
2
2
2
2
2
2
2
③
2
S4
2
2
2
2
2
2
2
2
2
2
③
2
2
S5
3
3
3
3
3
3
3
3
②
3
3
②
③
S6
3
3
3
3
3
3
3
3
3
3
3
3
②
S7
3
3
3
3
3
3
3
3
3
3
3
3
3
S8
3
3
④
3
3
3
3
3
3
3
②
3
3
S9
4
4
4
4
4
4
4
②
③
4
4
4
③
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
③
4
4
4
S13
5
5
5
5
④
5
5
④
④
5
5
④
5
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
④
S16
5
5
5
5
5
5
5
5
5
5
5
5
④
Note. (1) denotes the TF between nodes 2 and 6 (the rest are the same); (2) circled numbers indicates that the identified damage location is wrong in Tables 3, 6, 10, and 12.
