Multi-scale spatio-temporal data modelling and brain-like intelligent optimisation strategies in power equipment operation and inspection
, , , , , oraz
03 lut 2025
O artykule
Data publikacji: 03 lut 2025
Otrzymano: 03 paź 2024
Przyjęty: 07 sty 2025
DOI: https://doi.org/10.2478/amns-2025-0022
Słowa kluczowe
© 2025 Guoliang Zhang et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
Figure 1.
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Figure 4.
The process data of FID
| Type | 50 | 100 | 200 | 500 | Min value |
|---|---|---|---|---|---|
| Nor | 263.08 | 104.23 | 33.43 | 37.24 | 33.43 |
| IR | 285.31 | 112.58 | 36.04 | 35.89 | 35.89 |
| OR | 272.64 | 80.21 | 51.71 | 31.27 | 31.27 |
| Cage | 272.11 | 98.96 | 39.92 | 25.35 | 25.35 |
| IR-OR | 301.17 | 116.64 | 30.58 | 32.58 | 30.58 |
| TCF | 248.05 | 102.42 | 40.65 | 21.16 | 21.16 |
Partial fusion eigenvectors
| Mode | No. | PCA1 | PCA2 | PCA3 | PCA4 | PCA5 | PCA6 |
|---|---|---|---|---|---|---|---|
| Nor | 1 | 4218.51 | -425.69 | 469.62 | 65.24 | 22.37 | -9.58 |
| 2 | 4369.25 | -334.14 | 285.26 | 158.37 | -1.67 | -3.67 | |
| … | … | … | … | … | … | … | |
| 400 | 4301.48 | -438.49 | 468.04 | 115.12 | 22.37 | -1.54 | |
| IR | 1 | -1024.74 | -1135.24 | -421.56 | 356.37 | -2.85 | -2.68 |
| 2 | -1158.37 | -1166.34 | -357.08 | 285.47 | -28.74 | 16.76 | |
| … | … | … | … | … | … | … | |
| 400 | -2368.45 | -1108.58 | 148.27 | 206.54 | -29.24 | 17.51 | |
| OR | 1 | -246.37 | -583.24 | -390.54 | -108.03 | -78.51 | 32.28 |
| 2 | 241.15 | -556.13 | -198.47 | -283.51 | -62.35 | -1.19 | |
| … | … | … | … | … | … | … | |
| 400 | -438.24 | -250.45 | -278.42 | -175.42 | -81.49 | 28.94 | |
| Cage | 1 | -1232.74 | 4538.92 | 546.84 | 84.95 | -58.51 | 36.51 |
| 2 | -22.51 | 1847.37 | -661.52 | 105.24 | -38.42 | 4.47 | |
| … | … | … | … | … | … | … | |
| 400 | -505.75 | 2347.78 | -88.18 | -233.51 | -56.43 | 5.74 | |
| IR-OR | 1 | 885.42 | -173.27 | -685.52 | -80.35 | 48.53 | -65.28 |
| 2 | 336.74 | -246.81 | -473.51 | -37.24 | 135.82 | -13.27 | |
| … | … | … | … | … | … | … | |
| 400 | -303.16 | 312.33 | -228.09 | -33.08 | 162.68 | -71.18 | |
| TCF | 1 | -2551.34 | -1265.67 | 695.87 | -143.27 | 3.85 | -31.33 |
| 2 | -1247.12 | -1431.08 | 396.76 | -31.06 | -7.42 | -21.04 | |
| … | … | … | … | … | … | … | |
| 400 | -2351.39 | -1435.87 | 485.27 | -17.24 | 7.38 | -21.28 |