Research Article
Time-Varying Modal Parameters Identification by Subspace Tracking Algorithm and Its Validation Method
Table 1
Error comparison of identified pseudo-natural frequencies.
| SNR | Tracking algorithm | MAPE (%) | 1st order | 2nd order | 3rd order | Original | Validated | Original | Validated | Original | Validated |
| 30 | PAST | 1.75 | 1.42 | 0.24 | 0.24 | 0.62 | 0.62 | API | 1.75 | 1.45 | 0.24 | 0.24 | 0.62 | 0.62 | NPI | 2.50 | 1.45 | 0.24 | 0.24 | 0.62 | 0.62 | NIC | 1.81 | 1.49 | 0.24 | 0.24 | 0.62 | 0.62 |
| 10 | PAST | 1.92 | 1.61 | 0.24 | 0.24 | 0.62 | 0.62 | API | 1.95 | 1.66 | 0.25 | 0.25 | 0.75 | 0.62 | NPI | 2.70 | 1.67 | 0.35 | 0.25 | 0.81 | 0.63 | NIC | 1.95 | 1.62 | 0.24 | 0.24 | 0.62 | 0.62 |
| 1 | PAST | 4.36 | 3.67 | 0.68 | 0.43 | 2.15 | 0.67 | API | 6.10 | 5.06 | 0.61 | 0.50 | 1.95 | 0.73 | NPI | 6.48 | 3.88 | 0.54 | 0.52 | 2.16 | 0.64 | NIC | 3.89 | 3.57 | 0.69 | 0.43 | 1.96 | 0.68 |
| 0.8 | PAST | 4.40 | 4.10 | 0.85 | 0.46 | 3.53 | 0.69 | API | 11.29 | 6.77 | 1.76 | 0.61 | 2.95 | 0.72 | NPI | 10.48 | 4.20 | 1.82 | 0.66 | 3.77 | 0.75 | NIC | 4.17 | 3.85 | 1.19 | 0.51 | 3.35 | 0.70 |
| 0.5 | PAST | 9.04 | 5.60 | 1.43 | 0.71 | 4.21 | 0.74 | API | 23.07 | 11.8 | 2.81 | 1.07 | 4.11 | 0.78 | NPI | 23.80 | 6.32 | 3.00 | 1.01 | 5.58 | 0.63 | NIC | 7.78 | 5.73 | 1.22 | 0.73 | 3.71 | 0.72 |
|
|