Research Article
Substation Equipment Temperature Prediction Method considering Local Spatiotemporal Relationship
Table 3
Partial samples of feature vector based on local Spatio-temporal relationship.
| | Spatial features | Temporal features | Ambient characteristics | Historical temperature | B | C | 1# | 3# | 4# | Dmax | Dmin | T (t − 1) | T (t − 2) | T (t − 3) |
| 1 | 47.55 | 47.21 | 47.62 | 48.69 | 46.67 | 52.70 | 31 | 22 | 47.41 | 48.90 | 2 | 42.64 | 42.68 | 44.51 | 42.82 | 42.23 | 46.58 | 30 | 20 | 47.55 | 47.41 | 3 | 39.95 | 40.37 | 41.76 | 39.92 | 39.13 | 45.40 | 25 | 18 | 42.64 | 47.55 | … | … | … | … | … | … | … | … | … | … | … | 370 | 51.79 | 50.72 | 51.37 | 54.35 | 51.63 | 54.22 | 21 | 18 | 46.06 | 47.97 |
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