Table 9 Example results for models ANN-A through ANN-F
Variable type | Variables | Reported values | |||||
|---|---|---|---|---|---|---|---|
ANN-A | ANN-B | ANN-C | ANN-D | ANN-E | ANN-F | ||
Input | E (month) | 0 | 1 | 2 | 3 | 11 | 12 |
S | Asphalt | Asphalt | Asphalt | Asphalt | Asphalt | Asphalt | |
T | Polyurea | Polyurea | Polyurea | Polyurea | Polyurea | Polyurea | |
C | White | White | White | White | White | White | |
M | M-29 | M-29 | M-29 | M-29 | M-29 | M-29 | |
TH (mil) | 20.7 | 20.7 | 20.7 | 20.7 | 20.7 | 20.7 | |
b | N/A | N/A | N/A | N/A | N/A | N/A | |
B | Premium optics “Utah blend” | Premium optics “Utah blend” | Premium optics “Utah blend” | Premium optics “Utah blend” | Premium optics “Utah blend” | Premium optics “Utah blend” | |
TR (no. of vehicles) | 222,000 | 740,000 | 1,776,000 | 2,812,000 | 12,617,000 | 13,394,000 | |
SN (in.) | 1.6 | 1.6 | 1.6 | 1.6 | 3.9 | 3.9 | |
Input RS (mcd/m2/lux) | 329 | 369 | 343 | 299 | 160 | 130 | |
Prediction horizon (month) | 1 | 2 | 3 | 11 | 12 | 15 | |
Output | PRS (mcd/m2/lux) | 369 | 343 | 299 | 160 | 130 | 87 |
Actual | Actual RS (mcd/m2/lux) | 344 | 329 | 355 | 168 | 125 | 54 |