Orthogonal Study on Pore Structure and Compressive Strength of Densifier Modified Fly Ash Concrete

The effects of MATE-ADV densifier dosage on CT-resolvable pore characteristics and compressive strength in fly ash–slag concrete remain insufficiently quantified. An L9 orthogonal array was used to evaluate cement content, sand ratio, fly ash (FA) content, and densifier dosage. X-ray computed tomography (X-CT) characterized the specimens at 28 d, and compressive strength was measured at 7, 14, and 28 d. Across the nine specimen groups, mean slice porosity ranged from 0.75% to 2.50%, while 28 d compressive strength ranged from 59.49 to 68.37 MPa. Exploratory pooled-error ANOVA suggested main effects of cement content (F(2,4) = 8.05, p = 0.040) and sand ratio (F(2,4) = 7.71, p = 0.042) on mean slice porosity. Cement content and sand ratio showed the largest main effects on 28 d strength; FA content was also significant, whereas densifier dosage was not (F(2,18) = 2.79, p = 0.088). X-CT analysis showed variation in pore-section area and circularity among the groups. A second-order logarithmic model summarized the observed porosity–strength relationship (R2 = 0.948; leave-one-group-out RMSE = 1.422 MPa). Finally, a candidate for the optimal mix proportion was identified by jointly considering the evaluated 2D pore characteristics and 28 d compressive strength.

Authors

Institutions

Publication Details

Journal
Materials
Published
2026-10-27
DOI
https://doi.org/10.3390/ma19214523
Primary Topic
Concrete and Cement Materials Research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Orthogonal Study on Pore Structure and Compressive Strength of Densifier Modified Fly Ash Concrete

Yusong Miao, Benquan Xu, Jian Guo, Chong Gao et al.
Materials
Concrete and Cement Materials Research
article

Orthogonal Study on Pore Structure and Compressive Strength of Densifier Modified Fly Ash Concrete

Yusong Miao, Benquan Xu, Jian Guo, Chong Gao, Chunbo Zhou, Chaoyue Xie
article en

Abstract

The effects of MATE-ADV densifier dosage on CT-resolvable pore characteristics and compressive strength in fly ash–slag concrete remain insufficiently quantified. An L9 orthogonal array was used to evaluate cement content, sand ratio, fly ash (FA) content, and densifier dosage. X-ray computed tomography (X-CT) characterized the specimens at 28 d, and compressive strength was measured at 7, 14, and 28 d. Across the nine specimen groups, mean slice porosity ranged from 0.75% to 2.50%, while 28 d compressive strength ranged from 59.49 to 68.37 MPa. Exploratory pooled-error ANOVA suggested main effects of cement content (F(2,4) = 8.05, p = 0.040) and sand ratio (F(2,4) = 7.71, p = 0.042) on mean slice porosity. Cement content and sand ratio showed the largest main effects on 28 d strength; FA content was also significant, whereas densifier dosage was not (F(2,18) = 2.79, p = 0.088). X-CT analysis showed variation in pore-section area and circularity among the groups. A second-order logarithmic model summarized the observed porosity–strength relationship (R2 = 0.948; leave-one-group-out RMSE = 1.422 MPa). Finally, a candidate for the optimal mix proportion was identified by jointly considering the evaluated 2D pore characteristics and 28 d compressive strength.

MaterialsVol. 19(21)
Liaoning Technical University (CN), China Railway Construction Corporation (China) (CN), China Railway Group (China) (CN), Qingdao University of Technology (CN)
National Natural Science Foundation of China, Natural Science Foundation of Shandong Province
Industry, innovation and infrastructure
Openalex Percentile: Top 19%
Concrete and Cement Materials Research
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.

Laika access coming soon
Orthogonal Study on Pore Structure and Compressive Strength of Densifier Modified Fly Ash Concrete — Yusong Miao, Benquan Xu, et al. · Materials (2026) | TGRS Research Map | TGRS