Predictive Modeling and Optimization of Compressive Strength for Cold In-Place Recycling Base Course Incorporating Ground Coal Bottom Ash and Calcium Chloride

Introduction Pavement rehabilitation faces increasing challenges from aging infrastructure, moisture damage, and traffic-induced fatigue. Cold In-Place Recycling (CIPR) provides a sustainable solution by reusing reclaimed asphalt pavement (RAP) and reducing reliance on virgin materials. Methods This study evaluated the compressive strength of CIPR base mixtures composed of crushed aggregate (CA) and RAP stabilized with Ordinary Portland Cement (OPC), ground coal bottom ash (GCBA), and calcium chloride (CaCl 2 ). Three CA-RAP ratios (CA75RAP25, CA50RAP50, and CA25RAP75) were tested, with total stabilizer content fixed at 4% and CaCl 2 varied from 0% to 3% of the total dry weight of the CA-RAP mixture. Unconfined Compressive Strength (UCS) tests were conducted at 1, 3, 7, 14, and 28 days to assess strength development. Response Surface Methodology (RSM) was employed to model and optimize the effects of CaCl 2 and curing duration, producing statistically significant models ( p < 0.05, R 2 > 0.79). Results Results indicated that CaCl 2 enhanced early-age strength, GCBA was most effective at moderate OPC levels, and UCS declined when CaCl 2 exceeded 2%. The CA75RAP25 mix with 2% OPC and 2% GCBA achieved the highest UCS improvement. Discussion These findings highlight the interactive effects of stabilizer contents and curing duration, offering guidance for optimizing CIPR mixtures. Conclusion Incorporating GCBA and CaCl 2 can enhance compressive strength, support sustainable reuse of industrial by-products, and improve the performance of pavement rehabilitation projects.

Authors

Institutions

Publication Details

Journal
The Open Construction and Building Technology Journal
Published
2026-02-09
DOI
https://doi.org/10.2174/0118748368433622251207145448
Primary Topic
Asphalt Pavement Performance Evaluation
Type
article
Field-Weighted Citation Impact
0.00

Funders

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

Predictive Modeling and Optimization of Compressive Strength for Cold In-Place Recycling Base Course Incorporating Ground Coal Bottom Ash and Calcium Chloride

Mohd Izzat Joohari, Anas Ibrahim, Ekarizan Shaffie, Ramadhansyah Putra Jaya
The Open Construction and Building Technology Journal
Asphalt Pavement Performance Evaluation
article

Predictive Modeling and Optimization of Compressive Strength for Cold In-Place Recycling Base Course Incorporating Ground Coal Bottom Ash and Calcium Chloride

Mohd Izzat Joohari, Anas Ibrahim, Ekarizan Shaffie, Ramadhansyah Putra Jaya
article en

Abstract

Introduction Pavement rehabilitation faces increasing challenges from aging infrastructure, moisture damage, and traffic-induced fatigue. Cold In-Place Recycling (CIPR) provides a sustainable solution by reusing reclaimed asphalt pavement (RAP) and reducing reliance on virgin materials. Methods This study evaluated the compressive strength of CIPR base mixtures composed of crushed aggregate (CA) and RAP stabilized with Ordinary Portland Cement (OPC), ground coal bottom ash (GCBA), and calcium chloride (CaCl 2 ). Three CA-RAP ratios (CA75RAP25, CA50RAP50, and CA25RAP75) were tested, with total stabilizer content fixed at 4% and CaCl 2 varied from 0% to 3% of the total dry weight of the CA-RAP mixture. Unconfined Compressive Strength (UCS) tests were conducted at 1, 3, 7, 14, and 28 days to assess strength development. Response Surface Methodology (RSM) was employed to model and optimize the effects of CaCl 2 and curing duration, producing statistically significant models ( p < 0.05, R 2 > 0.79). Results Results indicated that CaCl 2 enhanced early-age strength, GCBA was most effective at moderate OPC levels, and UCS declined when CaCl 2 exceeded 2%. The CA75RAP25 mix with 2% OPC and 2% GCBA achieved the highest UCS improvement. Discussion These findings highlight the interactive effects of stabilizer contents and curing duration, offering guidance for optimizing CIPR mixtures. Conclusion Incorporating GCBA and CaCl 2 can enhance compressive strength, support sustainable reuse of industrial by-products, and improve the performance of pavement rehabilitation projects.

The Open Construction and Building Technology JournalVol. 20(1)
Universiti Malaysia Pahang Al-Sultan Abdullah (MY), Universiti Teknologi MARA (MY)
Universiti Teknologi MARA
Industry, innovation and infrastructure
Openalex Percentile: Top 54%
Asphalt Pavement Performance Evaluation
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.