Table 10 Example results for models ANN-G through ANN-K
Variable type | Variables | Reported values | ||||
|---|---|---|---|---|---|---|
ANN-G | ANN-H | ANN-I | ANN-J | ANN-K | ||
Input | E (month) | 15 | 21 | 24 | 33 | 36 |
S | Asphalt | Asphalt | Asphalt | Asphalt | Asphalt | |
T | Polyurea | Polyurea | Polyurea | Polyurea | Polyurea | |
C | White | White | White | White | White | |
M | M-29 | M-29 | M-29 | M-29 | M-29 | |
TH (mil) | 20.7 | 20.7 | 20.7 | 20.7 | 20.7 | |
b | 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” | |
TR | 16,798,000 | 23,791,000 | 27,158,000 | 30,229,000 | 37,259,000 | |
SN (in.) | 3.9 | 5.0 | 5.0 | 5.0 | 8.0 | |
Input RS (mcd/m2/lux) | 87 | 133 | 127 | 137 | 98 | |
Prediction horizon (month) | 21 | 24 | 27 | 33 | 36 | |
Output | PRS (mcd/m2/lux) | 133 | 127 | 137 | 98 | 96 |
Actual | Actual RS (mcd/m2/lux) | 127 | 58 | 86 | 89 | 87 |