Research Article
Temperature Field Data Reconstruction Using the Sparse Low-Rank Matrix Completion Method
Table 4
Comparison of original data and reconstruction data in white rectangle in Figure
12.
| Location | Time slot | 30 | 31 | 32 | 33 | 34 | 35 |
| (a) Original temperature data | 58503 | 288.05 | 274.65 | 279.95 | 273.55 | 278.95 | 280.15 | 58506 | 285.45 | 279.95 | 279.55 | 279.05 | 279.95 | 279.15 | 58510 | 288.75 | 279.65 | 279.35 | 279.05 | 280.05 | 278.55 | 58512 | 289.55 | 281.15 | 280.05 | 279.55 | 280.05 | 279.75 | 58514 | 290.55 | 280.05 | 280.35 | 279.25 | 280.45 | 280.05 | 58517 | 288.95 | 281.95 | 281.05 | 280.35 | 280.65 | 279.75 | 58508 | 290.85 | 281.15 | 280.65 | 280.85 | 280.95 | 280.35 | 58509 | 287.45 | 282.35 | 282.05 | 279.85 | 280.25 | 279.75 |
| (b) Reconstruction results using MC | 58503 | 282.18 | 271.40 | 273.40 | 272.61 | 276.22 | 278.05 | 58506 | 282.01 | 282.91 | 276.68 | 279.33 | 280.90 | 276.27 | 58510 | 282.84 | 283.01 | 277.00 | 279.36 | 280.32 | 276.36 | 58512 | 282.70 | 282.84 | 277.23 | 279.63 | 281.69 | 277.05 | 58514 | 284.74 | 281.44 | 277.94 | 278.83 | 281.29 | 276.85 | 58517 | 284.16 | 283.17 | 278.15 | 279.92 | 281.99 | 277.01 | 58508 | 287.34 | 283.05 | 279.62 | 280.15 | 281.09 | 278.19 | 58509 | 283.07 | 283.93 | 277.42 | 279.73 | 280.84 | 275.36 |
| (c) Reconstruction results using SLR-MC | 58503 | 283.68 | 272.23 | 276.00 | 272.41 | 278.98 | 279.46 | 58506 | 281.83 | 282.89 | 276.76 | 279.51 | 281.12 | 276.77 | 58510 | 286.69 | 282.98 | 276.61 | 279.63 | 280.59 | 276.57 | 58512 | 283.26 | 282.97 | 277.91 | 279.78 | 281.27 | 277.77 | 58514 | 284.90 | 281.13 | 277.45 | 278.57 | 281.73 | 277.22 | 58517 | 284.04 | 283.12 | 278.88 | 280.17 | 281.58 | 277.04 | 58508 | 287.59 | 282.61 | 279.02 | 280.31 | 281.22 | 278.38 | 58509 | 281.24 | 283.85 | 278.87 | 279.51 | 280.48 | 275.51 |
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