BULLETIN OF THE CHINESE CERAMIC SOCIETY ›› 2026, Vol. 45 ›› Issue (5): 1571-1579.DOI: 10.16552/j.cnki.issn1001-1625.2025.1039
• Cement and Concrete • Previous Articles Next Articles
LI Xiaoqing1(
), WANG Pu1, FANG Qixing1, WU Peng1, TIAN Weijun1, DANG Yue1, LIU Jinxin2, XU Xiangtian2(
)
Received:2025-10-28
Revised:2025-12-19
Online:2026-05-15
Published:2026-06-10
Contact:
XU Xiangtian
CLC Number:
LI Xiaoqing, WANG Pu, FANG Qixing, WU Peng, TIAN Weijun, DANG Yue, LIU Jinxin, XU Xiangtian. Early Strength Prediction Model of Underwater Pile Foundation Concrete and Demolition Age of Casing[J]. BULLETIN OF THE CHINESE CERAMIC SOCIETY, 2026, 45(5): 1571-1579.
| Composition | SiO2 | Al2O3 | Fe2O3 | CaO | MgO | SO3 | K2O | Na2O | Loss |
|---|---|---|---|---|---|---|---|---|---|
| Mass fraction/% | 16.22 | 4.20 | 3.07 | 57.18 | 1.08 | 2.04 | 0.53 | 0.13 | 3.46 |
Table 1 Main chemical composition of cement
| Composition | SiO2 | Al2O3 | Fe2O3 | CaO | MgO | SO3 | K2O | Na2O | Loss |
|---|---|---|---|---|---|---|---|---|---|
| Mass fraction/% | 16.22 | 4.20 | 3.07 | 57.18 | 1.08 | 2.04 | 0.53 | 0.13 | 3.46 |
| Material | Cement | Fly ash | Fine aggregate | Coarse aggregate | Water | Water reducer | Water-cement ratio |
|---|---|---|---|---|---|---|---|
| Mix proportion/(kg·m-3) | 338 | 60 | 814 | 1 037 | 171 | 3.98 | 0.51 |
Table 2 Mix proportion of C30 concrete
| Material | Cement | Fly ash | Fine aggregate | Coarse aggregate | Water | Water reducer | Water-cement ratio |
|---|---|---|---|---|---|---|---|
| Mix proportion/(kg·m-3) | 338 | 60 | 814 | 1 037 | 171 | 3.98 | 0.51 |
| Level | A(self-weight height)/m | B(curing temperature)/℃ | C(curing age)/d | Empty column |
|---|---|---|---|---|
| 1 | 10 | 10 | 1 | 1 |
| 2 | 15 | 15 | 2 | 2 |
| 3 | 20 | 20 | 3 | 3 |
| 4 | 25 | 25 | 7 | 4 |
Table 3 Orthogonal test factor level
| Level | A(self-weight height)/m | B(curing temperature)/℃ | C(curing age)/d | Empty column |
|---|---|---|---|---|
| 1 | 10 | 10 | 1 | 1 |
| 2 | 15 | 15 | 2 | 2 |
| 3 | 20 | 20 | 3 | 3 |
| 4 | 25 | 25 | 7 | 4 |
| Parameter | Self-weight height | Curing temperature | Curing age | Empty column |
|---|---|---|---|---|
| K1 | 113.6 | 95.0 | 50.9 | 114.2 |
| K2 | 121.5 | 108.8 | 118.2 | 114.5 |
| K3 | 117.2 | 123.6 | 136.6 | 118.3 |
| K4 | 119.1 | 144.0 | 165.7 | 124.4 |
| k1 | 28.4 | 23.8 | 12.7 | 28.6 |
| k2 | 30.4 | 27.2 | 29.6 | 28.6 |
| k3 | 29.3 | 30.9 | 34.2 | 29.6 |
| k4 | 29.8 | 36.0 | 41.4 | 31.1 |
| R | 2.0 | 12.2 | 28.7 | 3.5 |
Table 4 Range analysis
| Parameter | Self-weight height | Curing temperature | Curing age | Empty column |
|---|---|---|---|---|
| K1 | 113.6 | 95.0 | 50.9 | 114.2 |
| K2 | 121.5 | 108.8 | 118.2 | 114.5 |
| K3 | 117.2 | 123.6 | 136.6 | 118.3 |
| K4 | 119.1 | 144.0 | 165.7 | 124.4 |
| k1 | 28.4 | 23.8 | 12.7 | 28.6 |
| k2 | 30.4 | 27.2 | 29.6 | 28.6 |
| k3 | 29.3 | 30.9 | 34.2 | 29.6 |
| k4 | 29.8 | 36.0 | 41.4 | 31.1 |
| R | 2.0 | 12.2 | 28.7 | 3.5 |
| Source of variation | Sun of square | Degree of freedom | Mean square | F | F threshold value | Significance |
|---|---|---|---|---|---|---|
| Factor A | 8.343 | 3 | 2.781 | 0.46 | F0.01(3,3)=23.46 F0.05(3,3)=9.28 | |
| Factor B | 330.227 | 3 | 110.076 | 18.202 | * | |
| Factor C | 1 780.903 | 3 | 593.634 | 98.162 | ** | |
| Standard error | 36.285 | 6 | 6.048 | |||
| Total sum of square | 2 155.758 |
Table 5 Variance analysis
| Source of variation | Sun of square | Degree of freedom | Mean square | F | F threshold value | Significance |
|---|---|---|---|---|---|---|
| Factor A | 8.343 | 3 | 2.781 | 0.46 | F0.01(3,3)=23.46 F0.05(3,3)=9.28 | |
| Factor B | 330.227 | 3 | 110.076 | 18.202 | * | |
| Factor C | 1 780.903 | 3 | 593.634 | 98.162 | ** | |
| Standard error | 36.285 | 6 | 6.048 | |||
| Total sum of square | 2 155.758 |
| M/(℃∙d) | Measured value/MPa | Predicted value/MPa | Relative error/% |
|---|---|---|---|
| 30 | 13.24 | 13.77 | 3.89 |
| 60 | 24.86 | 23.26 | 6.84 |
| 90 | 28.44 | 27.71 | 2.64 |
| 210 | 32.50 | 33.83 | 3.94 |
Table 6 Accuracy verification of early compressive strength prediction model
| M/(℃∙d) | Measured value/MPa | Predicted value/MPa | Relative error/% |
|---|---|---|---|
| 30 | 13.24 | 13.77 | 3.89 |
| 60 | 24.86 | 23.26 | 6.84 |
| 90 | 28.44 | 27.71 | 2.64 |
| 210 | 32.50 | 33.83 | 3.94 |
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