Research Article
Prediction of Compressive Strength of Concrete in Wet-Dry Environment by BP Artificial Neural Networks
Table 8
Assemble list of influencing factors and results.
| Number | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | Results |
| 1 | 0.53 | 60 | 36.51 | 0 | 0 | 0.2816 | 0 | 0 | 0.1408 | 16 | 20 | 8 | 50 | 1 | 5 | 36.93 | 2 | 0.35 | 60 | 55.14 | 0 | 0 | 0.2816 | 0 | 0 | 0.1408 | 16 | 20 | 8 | 50 | 1 | 5 | 55.53 | 3 | 0.26 | 60 | 88.25 | 0 | 0 | 0.2816 | 0 | 0 | 0.1408 | 16 | 20 | 8 | 50 | 1 | 5 | 88.43 | 4 | 0.53 | 60 | 37.14 | 0 | 0 | 1.408 | 0 | 0 | 0.7042 | 16 | 20 | 8 | 50 | 1 | 5 | 37.72 | 5 | 0.35 | 60 | 54.35 | 0 | 0 | 1.408 | 0 | 0 | 0.7042 | 16 | 20 | 8 | 50 | 1 | 5 | 54.76 | 6 | 0.26 | 60 | 86.14 | 0 | 0 | 1.408 | 0 | 0 | 0.7042 | 16 | 20 | 8 | 50 | 1 | 5 | 86.45 | 7 | 0.53 | 60 | 35.36 | 0 | 0 | 2.296 | 0 | 0 | 1.148 | 16 | 20 | 8 | 50 | 1 | 5 | 36.04 | 8 | 0.35 | 60 | 56.13 | 0 | 0 | 2.296 | 0 | 0 | 1.148 | 16 | 20 | 8 | 50 | 1 | 5 | 56.54 | 9 | 0.26 | 60 | 87.45 | 0 | 0 | 2.296 | 0 | 0 | 1.148 | 16 | 20 | 8 | 50 | 1 | 5 | 87.86 | 10 | 0.53 | 60 | 36.51 | 0 | 0 | 0.2816 | 0 | 0 | 0.1408 | 16 | 20 | 8 | 50 | 1 | 10 | 37.26 | 11 | 0.35 | 60 | 55.14 | 0 | 0 | 0.2816 | 0 | 0 | 0.1408 | 16 | 20 | 8 | 50 | 1 | 10 | 55.89 | 12 | 0.26 | 60 | 88.25 | 0 | 0 | 0.2816 | 0 | 0 | 0.1408 | 16 | 20 | 8 | 50 | 1 | 10 | 88.79 | 13 | 0.53 | 60 | 37.14 | 0 | 0 | 1.408 | 0 | 0 | 0.7042 | 16 | 20 | 8 | 50 | 1 | 10 | 38.29 | 14 | 0.35 | 60 | 54.35 | 0 | 0 | 1.408 | 0 | 0 | 0.7042 | 16 | 20 | 8 | 50 | 1 | 10 | 55.18 | 15 | 0.26 | 60 | 86.14 | 0 | 0 | 1.408 | 0 | 0 | 0.7042 | 16 | 20 | 8 | 50 | 1 | 10 | 86.77 | 16 | 0.53 | 60 | 35.36 | 0 | 0 | 2.296 | 0 | 0 | 1.148 | 16 | 20 | 8 | 50 | 1 | 10 | 36.72 | 17 | 0.35 | 60 | 56.13 | 0 | 0 | 2.296 | 0 | 0 | 1.148 | 16 | 20 | 8 | 50 | 1 | 10 | 57.02 | 18 | 0.26 | 60 | 87.45 | 0 | 0 | 2.296 | 0 | 0 | 1.148 | 16 | 20 | 8 | 50 | 1 | 10 | 88.28 | 19 | 0.53 | 60 | 36.51 | 0 | 0 | 0.2816 | 0 | 0 | 0.1408 | 16 | 20 | 8 | 50 | 1 | 15 | 37.88 | 20 | 0.35 | 60 | 55.14 | 0 | 0 | 0.2816 | 0 | 0 | 0.1408 | 16 | 20 | 8 | 50 | 1 | 15 | 56.12 | 21 | 0.26 | 60 | 88.25 | 0 | 0 | 0.2816 | 0 | 0 | 0.1408 | 16 | 20 | 8 | 50 | 1 | 15 | 89.01 | 22 | 0.53 | 60 | 37.14 | 0 | 0 | 1.408 | 0 | 0 | 0.7042 | 16 | 20 | 8 | 50 | 1 | 15 | 38.85 | 23 | 0.35 | 60 | 54.35 | 0 | 0 | 1.408 | 0 | 0 | 0.7042 | 16 | 20 | 8 | 50 | 1 | 15 | 55.54 | 24 | 0.26 | 60 | 86.14 | 0 | 0 | 1.408 | 0 | 0 | 0.7042 | 16 | 20 | 8 | 50 | 1 | 15 | 87.02 | 25 | 0.53 | 60 | 35.36 | 0 | 0 | 2.296 | 0 | 0 | 1.148 | 16 | 20 | 8 | 50 | 1 | 15 | 37.39 | 26 | 0.35 | 60 | 56.13 | 0 | 0 | 2.296 | 0 | 0 | 1.148 | 16 | 20 | 8 | 50 | 1 | 15 | 57.53 | 27 | 0.26 | 60 | 87.45 | 0 | 0 | 2.296 | 0 | 0 | 1.148 | 16 | 20 | 8 | 50 | 1 | 15 | 88.69 | 28 | 0.53 | 60 | 36.51 | 0 | 0 | 0.2816 | 0 | 0 | 0.1408 | 16 | 20 | 8 | 50 | 1 | 20 | 38.31 | 29 | 0.35 | 60 | 55.14 | 0 | 0 | 0.2816 | 0 | 0 | 0.1408 | 16 | 20 | 8 | 50 | 1 | 20 | 56.53 | 30 | 0.26 | 60 | 88.25 | 0 | 0 | 0.2816 | 0 | 0 | 0.1408 | 16 | 20 | 8 | 50 | 1 | 20 | 89.27 | 31 | 0.53 | 60 | 37.14 | 0 | 0 | 1.408 | 0 | 0 | 0.7042 | 16 | 20 | 8 | 50 | 1 | 20 | 39.36 | 32 | 0.35 | 60 | 54.35 | 0 | 0 | 1.408 | 0 | 0 | 0.7042 | 16 | 20 | 8 | 50 | 1 | 20 | 55.92 | 33 | 0.26 | 60 | 86.14 | 0 | 0 | 1.408 | 0 | 0 | 0.7042 | 16 | 20 | 8 | 50 | 1 | 20 | 87.31 | 34 | 0.53 | 60 | 35.36 | 0 | 0 | 2.296 | 0 | 0 | 1.148 | 16 | 20 | 8 | 50 | 1 | 20 | 36.58 | 35 | 0.35 | 60 | 56.13 | 0 | 0 | 2.296 | 0 | 0 | 1.148 | 16 | 20 | 8 | 50 | 1 | 20 | 58.02 | 36 | 0.26 | 60 | 87.45 | 0 | 0 | 2.296 | 0 | 0 | 1.148 | 16 | 20 | 8 | 50 | 1 | 20 | 89.11 | 37 | 0.53 | 60 | 36.51 | 0 | 0 | 0.2816 | 0 | 0 | 0.1408 | 16 | 20 | 8 | 50 | 1 | 25 | 38.66 | 38 | 0.35 | 60 | 55.14 | 0 | 0 | 0.2816 | 0 | 0 | 0.1408 | 16 | 20 | 8 | 50 | 1 | 25 | 56.86 | 39 | 0.26 | 60 | 88.25 | 0 | 0 | 0.2816 | 0 | 0 | 0.1408 | 16 | 20 | 8 | 50 | 1 | 25 | 89.53 | 40 | 0.53 | 60 | 37.14 | 0 | 0 | 1.408 | 0 | 0 | 0.7042 | 16 | 20 | 8 | 50 | 1 | 25 | 38.53 | 41 | 0.35 | 60 | 54.35 | 0 | 0 | 1.408 | 0 | 0 | 0.7042 | 16 | 20 | 8 | 50 | 1 | 25 | 56.27 | 42 | 0.26 | 60 | 86.14 | 0 | 0 | 1.408 | 0 | 0 | 0.7042 | 16 | 20 | 8 | 50 | 1 | 25 | 87.58 | 43 | 0.53 | 60 | 35.36 | 0 | 0 | 2.296 | 0 | 0 | 1.148 | 16 | 20 | 8 | 50 | 1 | 25 | 35.82 | 44 | 0.35 | 60 | 56.13 | 0 | 0 | 2.296 | 0 | 0 | 1.148 | 16 | 20 | 8 | 50 | 1 | 25 | 58.51 | 45 | 0.26 | 60 | 87.45 | 0 | 0 | 2.296 | 0 | 0 | 1.148 | 16 | 20 | 8 | 50 | 1 | 25 | 89.51 |
|
|
A: ; B: specific surface area (m −1); C: initial strength (MPa); D: FA dosage; E: slag dosage; F: Na + (mol/L); G: Mg 2+ (mol/L); H: Cl − (mol/L); I: SO 42+ (mol/L); J: wetting time (hours); K: wetting temperature (°C); L: drying time (hours); M: drying temperature (°C); N: cycle period (days); O: exposure age (days). |