Field-scale evaluation of recycled steel slag as supplementary cementitious material in concrete blends
Table Of Contents
Chapter ONE
INTRODUCTION
- 1.1Introduction to Field-Scale Recycled Steel Slag Use in Concrete
- 1.2Background of Recycled Steel Slag as a Cementitious Material
- 1.3Statement of the Problem: Performance Gaps in Concrete Blends
- 1.4Aim and Objectives of the Study in Field Conditions
- 1.5Research Questions Guiding Field Evaluation
- 1.6Research Hypotheses on Mechanical and Durability Outcomes
- 1.7Significance of Field-Scale Evaluation for Industry Adoption
- 1.8Scope and Delimitations in Real-World Construction Sites
- 1.9Limitations Encountered in Field Deployment
- 1.10Organisation of the Study: From Field Trials to Analysis
- 1.11Operational Definition of Terms Specific to Slag-Cement Systems
Chapter TWO
LITERATURE REVIEW
- 2.1Conceptual Review: Steel Slag as a Resource in Concrete
- 2.2Theoretical Framework: Process-Structure-Performance in SCM Use
- 2.3Theoretical Framework: Hydration Chemistry and Pozzolanic Reactions
- 2.4Empirical Review: Field Trials of Steel Slag in Concrete Blends
- 2.5Empirical Review: Durability Performance under Real-World Service Conditions
- 2.6Empirical Review: Mechanical Properties in Field-Constructed Elements
- 2.7Lifecycle Environmental Impact of Slag-Modified Concrete
- 2.8Economic Viability and Construction Logistics in Field Deployments
- 2.9Gaps in Existing Field Studies on Recycled Steel Slag
- 2.10Conceptual Model: Integration of Field Data into Performance Framework
- 2.11Summary of Key Learnings and Implications for Research Gaps
Chapter THREE
RESEARCH METHODOLOGY
- 3.1Research Design: Mixed-Methods Field Evaluation Plan
- 3.2Philosophical Paradigm: Pragmatism in Engineering Research
- 3.3Population of the Study: Concrete Blends and Field Structures
- 3.4Sample Size and Sampling Technique for Field Trials
- 3.5Sources of Data: Field Measurements, Laboratory Tests, and Archival Records
- 3.6Instruments of Data Collection: Testing Protocols and Monitoring Equipment
- 3.7Validity and Reliability of Field-Testing Instruments
- 3.8Data Analysis Methods: Descriptive, Inferential, and Durability Assessments
- 3.9Model Specification or Analytical Framework for Field Data
- 3.10Ethical Considerations in Field Research and Stakeholder Engagement
Chapter FOUR
DATA PRESENTATION AND ANALYSIS
- ANALYSIS AND DISCUSSION
- 4.1Data Presentation: Site Profiles and Concrete Mix Details
- 4.2Descriptive Analysis of Fresh and Hardened Concrete Properties
- 4.3Descriptive Analysis of Durability Indicators under Field Conditions
- 4.4Hypotheses Testing: Mechanical Strength Variations Across Slag Contents
- 4.5Hypotheses Testing: Durability and Environmental Resistance Metrics
- 4.6Interpretation of Results: Field Findings vs. Laboratory Benchmarks
- 4.7Discussion of Findings in Relation to Conceptual Model and Literature
- 4.8Synthesis of Field Data for Practical Recommendations
Chapter FIVE
SUMMARY, CONCLUSION AND RECOMMENDATIONS
- CONCLUSION AND RECOMMENDATIONS
- 5.1Summary of Key Findings from Field-Scale Evaluation
- 5.2Conclusions on Performance of Recycled Steel Slag in Concrete Blends
- 5.3Contributions to Knowledge and Practical Implications for Industry
- 5.4Recommendations for Field Implementation and Standards Development
- 5.5Suggestions for Further Studies and Future Field Trials
Thesis Abstract
This study investigates the field-scale performance and environmental implications of incorporating recycled steel slag as a supplementary cementitious material (SCM) in concrete blends across regional construction projects, addressing concerns over resource sustainability, durability, and lifecycle costs. The problem stems from underutilization of steel slag in cementitious systems due to uncertainties about pozzolanic reactivity, long-term performance, and potential volumetric instability, which may limit circular economy benefits in the construction sector. The aim is to quantify the short- and long-term mechanical, durability, and environmental outcomes of steel slag–cement blends under real-world exposure, and to establish scalable guidelines for dosage, mixing, and quality control. Specific objectives include (1) determine optimal replacement levels of ground steel slag (GSS) as an SCM in Portland cement concrete (PCC) blends for standard structural applications and for high-performance concrete (HPC) targets; (2) evaluate early-age and 28-, 56-, and 180-day mechanical properties (compressive strength, modulus of elasticity, and fracture energy) and microstructural evolution using X-ray diffraction (XRD), thermogravimetric analysis (TGA), scanning electron microscopy (SEM), and mercury intrusion porosimetry (MIP); (3) assess durability performance under chloride exposure, freeze–thaw cycles, and sulfate attack, incorporating accelerated field-dish testing and in-situ corrosion monitoring; (4) quantify environmental benefits and trade-offs through a cradle-to-gate life cycle assessment (LCA) and a consequential environmental assessment, including embodied carbon and potential leaching assessments; (5) develop a practical, field-validated performance model using multiple regression and ANOVA to relate GSS dosage, curing conditions, and environmental exposure to concrete properties; (6) formulate dosage guidelines and quality-control procedures for ready-mixed concrete suppliers and field contractors. The research adopts a mixed-methods design combining empirical field trials with laboratory characterization and modeling. The population comprises concrete batches produced at three urban demonstration sites, each representing different exposure classes and environmental conditions. A stratified sampling approach selects 12 laboratory-control mixes and 9 field mixes per site, yielding 36 control and 108 slag-containing specimens for laboratory testing (3 mix types × 3 dosages × 4 curing regimes) and 27 field-cured concrete slabs for performance monitoring. Data collection integrates standardized testing protocols (ASTM C39 for compressive strength, ASTM C241 for fresh concrete properties, and ASTM C672 for freeze–thaw) and advanced characterization (XRD with Rietveld refinement, SEM-EDS, MIP, and TGA) at 7, 28, 90, and 180 days. Durability assessments include rapid chloride permeability tests (ASTM C1202), accelerated sulfate resistance testing, and embedded corrosion probes for reinforcing steel. The study employs regression analysis and ANOVA to identify statistically significant effects of GSS content on strength, durability indices, and porosity metrics. Life cycle impact assessment follows ISO 14044 guidelines, utilizing an attributional LCA framework with SimaPro and process-based data for slag processing, concrete production, and end-of-life scenarios; a sensitivity analysis evaluates allocation and credit boundaries. Expected findings indicate that Ground Steel Slag, up to 40% replacement of Portland cement by mass, enhances early strength development and reduces heat of hydration, with diminishing gains beyond 30–40% depending on curing regime. Microstructural analysis is anticipated to reveal improved ettringite stabilization and refined pore structure, contributing to enhanced resistance to rapid chloride ingress and sulfate attack, particularly in coastal and winter-affected environments. The field data are expected to show reduced CO2 emissions per cubic meter of concrete and favorable life-cycle credits when slag sourcing is local and energy use for activation is minimized. A predictive model is anticipated to capture dosage–performance–durability relationships, enabling practical dosage recommendations and risk-informed decision-making for contractors. The study contributes to knowledge by providing empirically validated performance data for field-scale slag use as an SCM, bridging laboratory results with real-world viability, and delivering policy-relevant guidelines for industry adoption. The main conclusion is that recycled steel slag can serve as a viable SCM in field concretes under appropriate dosage and curing conditions, offering a measurable reduction in embodied carbon and acceptable durability performance for many exposure classes. Recommendations include adopting 20–40% cement replacement with quality-assured GSS processing, implementing standardized field QC protocols, integrating slag suppliers into prequalification schemes, and conducting site-specific LCAs to inform project-specic environmental claims. Further research is suggested to explore long-term performance beyond 180 days, regional variability in slag composition, and optimization of pre-treatment and grinding to maximize pozzolanic activity.
Thesis Overview
Field-scale evaluation of recycled steel slag as supplementary cementitious material in concrete blends
This research investigates whether recycled steel slag can replace part of Portland cement in concrete mixtures without compromising performance, while also reducing waste and lowering construction costs. Steel slag is a by-product of steel production and, if properly processed, can act as a supplementary cementitious material (SCM) that contributes pozzolanic or hydraulic activity. The study addresses a gap in field-scale evidence on long-term durability, strength development, and environmental implications of using steel slag slag as an SCM in real-world concrete applications.
What the researcher will do (step by step)
1) Define field sites: select three to five construction projects (e.g., pavements, sidewalks, and structural slabs) across different climatic zones to ensure variability in exposure conditions.
2) Prepare mixtures: design concrete blends with 0%, 15%, and 30% recycled steel slag replacing a portion of cement by mass, ensuring workability and air-entraining admixture adjustments.
3) Implement monitoring plan: cast standardized test slabs and structural elements at each site, with embedded sensors (temperature, moisture, and strain) and regularly sampled cores over a 24-month period.
4) Data collection: collect data on compressive strength at 7, 28, 90, and 180 days; monitor durability indicators (permeability, chloride penetration, alkali-silica reaction indicators); assess microstructure via selective petrographic analysis and scanning electron microscopy (SEM) on a subset of cores.
5) Laboratory testing: perform regression analyses to relate slag content to strength and durability metrics; use ANOVA to test differences among mix cases; conduct leachability tests to evaluate potential heavy metal release.
6) Sustainability assessment: conduct a life cycle assessment (LCA) comparing embodied energy and CO2 emissions of slag-containing mixtures against a control.
7) Synthesis and interpretation: compare field results with laboratory findings and existing codes or standards to derive practical guidelines.
Contribution and expected outcome
The study aims to provide robust, context-rich evidence on the feasibility, durability, and environmental benefits of field-scale recycled steel slag as an SCM. Anticipated outcomes include optimal replacement levels, performance envelopes under varying climates, and practical recommendations for industry adoption, potentially informing revisions to standards and guidance on waste valorisation in concrete.