Optimising silane-siloxane treatment for enhanced performance of mixed recycled aggregate: rsm- central composite design approach

Abstract This study explores the optimisation of silane-siloxane (SS) treatment conditions for Mixed Recycled Aggregate (MRA) using Central Composite Design (CCD) under Response Surface Methodology (RSM). Three key independent variables—SS concentration, water-to-aggregate ratio, and soaking duration—were systematically analysed to minimise water absorption and LA abrasion, two critical durability parameters of MRA. The optimised treatment conditions (13.29% SS concentration, 0.59 water-to-aggregate ratio, and 12-hour soaking duration) resulted in a 53.55% reduction in water absorption and a 7.57% improvement in (Los Angeles) LA abrasion resistance, enhancing aggregate performance. The accuracy of the predictive models was validated through statistical analysis, with R 2 values of 0.99 for water absorption and 0.98 for LA abrasion, confirming a strong correlation between experimental and predicted results. The treated MRA was then incorporated into concrete at replacement levels of 0%, 25%, 50%, 75%, and 100%, and its influence on density, workability, and mechanical properties was evaluated. SS treatment significantly improved fresh and hardened density, slump, compressive, tensile, flexural strengths, water absorption and volume of permeable voids compared to untreated MRA, mitigating strength loss and enhancing durability. The findings demonstrate that SS treatment effectively modifies MRA, making higher replacement levels viable for structural applications due to its coating and filling mechanism, which fills the pores and voids of the MRA surface. This study contributes to sustainable construction by promoting use of MRA, thereby reducing dependency on natural aggregates and advancing the principles of a circular economy within the construction industry.

Authors

Institutions

Publication Details

Journal
Engineering Research Express
Published
2025-06-30
DOI
https://doi.org/10.1088/2631-8695/adea32
Primary Topic
Recycled Aggregate Concrete Performance
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Optimising silane-siloxane treatment for enhanced performance of mixed recycled aggregate: rsm- central composite design approach

Anandh Sekar, Anmol Basnett, Sindhu Nachair S
Engineering Research Express
Recycled Aggregate Concrete Performance
article

Optimising silane-siloxane treatment for enhanced performance of mixed recycled aggregate: rsm- central composite design approach

Anandh Sekar, Anmol Basnett, Sindhu Nachair S
article en

Abstract

Abstract This study explores the optimisation of silane-siloxane (SS) treatment conditions for Mixed Recycled Aggregate (MRA) using Central Composite Design (CCD) under Response Surface Methodology (RSM). Three key independent variables—SS concentration, water-to-aggregate ratio, and soaking duration—were systematically analysed to minimise water absorption and LA abrasion, two critical durability parameters of MRA. The optimised treatment conditions (13.29% SS concentration, 0.59 water-to-aggregate ratio, and 12-hour soaking duration) resulted in a 53.55% reduction in water absorption and a 7.57% improvement in (Los Angeles) LA abrasion resistance, enhancing aggregate performance. The accuracy of the predictive models was validated through statistical analysis, with R 2 values of 0.99 for water absorption and 0.98 for LA abrasion, confirming a strong correlation between experimental and predicted results. The treated MRA was then incorporated into concrete at replacement levels of 0%, 25%, 50%, 75%, and 100%, and its influence on density, workability, and mechanical properties was evaluated. SS treatment significantly improved fresh and hardened density, slump, compressive, tensile, flexural strengths, water absorption and volume of permeable voids compared to untreated MRA, mitigating strength loss and enhancing durability. The findings demonstrate that SS treatment effectively modifies MRA, making higher replacement levels viable for structural applications due to its coating and filling mechanism, which fills the pores and voids of the MRA surface. This study contributes to sustainable construction by promoting use of MRA, thereby reducing dependency on natural aggregates and advancing the principles of a circular economy within the construction industry.

Engineering Research ExpressVol. 7(3)
SRM Institute of Science and Technology (IN)
Openalex Percentile: Top 84%
Recycled Aggregate Concrete Performance
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.