Mix proportion optimization of cement flyash-water glass grouting material based on response surface method

In the process of tunnel construction and operation, fissure water inrush disasters occur frequently, seriously threatening the safety and construction efficiency of the project. Fracture water inrush accidents often cause significant casualties and property losses. Therefore, the development of an efficient and environmentally friendly new fracture repair material has become a key problem to be solved in the field of tunnel engineering disasters. To study the influence of initial setting time, 7-day compressive strength, and slurry retention rate of cement fly ash–water glass double-liquid grouting material, a response surface regression model was constructed, and the measured values and predicted values were compared and analyzed. Combined with the desirability function, the optimal mix ratio of the double-liquid grouting material was obtained. The results show that this regression model is effective and reliable, and can be used to analyze the test results. In the study of the initial setting time, it was found that there was a significant interaction effect between the two factors AB and AC, which had a significant effect on the initial setting time. In terms of slurry retention rate, the analysis also shows that only the interaction of the two-factor AB has a significant effect on the slurry retention rate. The model predicts that the optimal fly ash content is 41%, V(CF):V(S) is 3.5:1, and the flocculant content is 1%. The absolute value of the relative error between the predicted value of the initial setting time and the retention rate and the experimental value is less than 5%. The regression model can provide a reference for the multi-objective optimization of the mixture ratio of cement fly ash–water glass double liquid fracture sealing material.

Authors

Institutions

Publication Details

Journal
AIP Advances
Published
2025-12-01
DOI
https://doi.org/10.1063/5.0308612
Citations
1
Primary Topic
Grouting, Rheology, and Soil Mechanics
Type
article
Field-Weighted Citation Impact
0.95
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Mix proportion optimization of cement flyash-water glass grouting material based on response surface method

Tong Wu, Xue Yang, Jianghong Xu
1 citations
AIP Advances
Grouting, Rheology, and Soil Mechanics
0.95
article

Mix proportion optimization of cement flyash-water glass grouting material based on response surface method

Tong Wu, Xue Yang, Jianghong Xu
article en
1 citations

Abstract

In the process of tunnel construction and operation, fissure water inrush disasters occur frequently, seriously threatening the safety and construction efficiency of the project. Fracture water inrush accidents often cause significant casualties and property losses. Therefore, the development of an efficient and environmentally friendly new fracture repair material has become a key problem to be solved in the field of tunnel engineering disasters. To study the influence of initial setting time, 7-day compressive strength, and slurry retention rate of cement fly ash–water glass double-liquid grouting material, a response surface regression model was constructed, and the measured values and predicted values were compared and analyzed. Combined with the desirability function, the optimal mix ratio of the double-liquid grouting material was obtained. The results show that this regression model is effective and reliable, and can be used to analyze the test results. In the study of the initial setting time, it was found that there was a significant interaction effect between the two factors AB and AC, which had a significant effect on the initial setting time. In terms of slurry retention rate, the analysis also shows that only the interaction of the two-factor AB has a significant effect on the slurry retention rate. The model predicts that the optimal fly ash content is 41%, V(CF):V(S) is 3.5:1, and the flocculant content is 1%. The absolute value of the relative error between the predicted value of the initial setting time and the retention rate and the experimental value is less than 5%. The regression model can provide a reference for the multi-objective optimization of the mixture ratio of cement fly ash–water glass double liquid fracture sealing material.

AIP AdvancesVol. 15(12)
Shangqiu Institute of Technology (CN)
Openalex Percentile: Top 19%
Grouting, Rheology, and Soil Mechanics
0.95
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Mix proportion optimization of cement flyash-water glass grouting material based on response surface method — Tong Wu, Xue Yang, et al. · AIP Advances (2025) | TGRS Research Map | TGRS