Submitted:
01 April 2026
Posted:
03 April 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
1.1. Background and Motivation
1.2. Problem Statement
1.3. Proposed Solution
1.4. Contribution
2. Related Work
2.1. Alternative Cementitious Materials in Concrete
2.2. Mechanical and Durability Performance Evaluation

2.3. Geotechnical Performance and Soil–Structure Interaction
2.4. Environmental Impact and Sustainability Assessment
2.5. Integrated Performance Based Evaluation Approaches
2.6. Research Gap and Synthesis
3. Methodology
3.1. Research Design and Analytical Approach
3.2. Geotechnical and Environmental Evaluation System Architecture
- Material Input Layer – ordinary Portland cement, ACMs (fly ash, GGBS, silica fume, agricultural ashes), fine and coarse aggregates, water, and chemical admixtures, with explicit consideration of material variability, chemical composition, fineness, and sourcing constraints
- Performance Assessment Layer – mechanical testing, durability evaluation, transport property measurement, and geotechnical response analysis, including stiffness and deformation behavior
- Environmental Assessment Layer – embodied carbon estimation, energy consumption analysis, waste diversion potential, and lifecycle impact indicators based on current sustainability assessment practices
- Decision Support Layer – mix optimization, application specific suitability assessment, risk evaluation, and sustainability informed design recommendations


3.3. Data Flow and Performance Evaluation Framework
- Data Acquisition: collection of raw material properties, mix proportions, curing conditions, mechanical test results, durability indicators, geotechnical parameters, and environmental data from experimental and analytical sources
- Data Processing: validation, normalization, filtering, and classification of datasets to ensure consistency, comparability, and elimination of experimental bias
- Analytical Processing: statistical analysis, trend identification, sensitivity analysis, correlation assessment, and performance benchmarking relative to conventional OPC concrete
- Insight Generation: interpretation of results for application specific performance assessment, sustainability evaluation, risk identification, and design optimization
3.4. Implementation Framework for ACM Based Concrete Evaluation
| Phase | Analytical Focus | Key Activities | Expected Outcome |
| Phase I | Material Characterization | Physical, chemical, mineralogical, and microstructural analysis | Verified and comparable material properties |
| Phase II | Mechanical Performance | Strength, stiffness, and deformation testing | Structural and serviceability assessment |
| Phase III | Durability Assessment | Chemical resistance, permeability, and transport testing | Long term durability evaluation |
| Phase IV | Geotechnical Performance | Settlement, stiffness compatibility, and soil–structure interaction analysis | Geotechnical serviceability insight |
| Phase V | Environmental Assessment | Carbon footprint, energy demand, and waste utilization analysis | Sustainability performance indicators |
| Phase VI | Integrated Evaluation | Multi criteria comparison and optimization | Application oriented design recommendations |
3.5. Analytical Models and Performance Equations
3.6. Evaluation Metrics and Comparative Assessment
| Dimension | Metric | Description |
| Strength | Compressive Strength | Load bearing capacity |
| Serviceability | Deformation Behavior | Settlement and strain response |
| Durability | Permeability | Resistance to fluid and ion ingress |
| Chemical Resistance | Sulfate/Chloride Resistance | Performance in aggressive environments |
| Environmental | Carbon Reduction | CO₂ emission savings |
| Sustainability | Resource Efficiency | Waste utilization and material efficiency |
| Reliability | Performance Stability | Long term consistency and robustness |
4. Discussion and Results

4.1. Comparative Performance Outcomes of Concrete Mixes
4.2. Performance Evolution and Long Term Behavior
4.3. Discussion of Geotechnical and Environmental Implications
4.4. Limitations
5. Conclusions
References
- Alam, MS (2025, October 21). AI-driven sustainable manufacturing for resource optimization. TechRxiv. [CrossRef]
- Alam, MS (2025, October 21). Data-driven production scheduling for high-mix manufacturing environments. TechRxiv. [CrossRef]
- Ria, S. J. (2025, October 21). Environmental impact assessment of transportation infrastructure in rural Bangladesh. TechRxiv. [CrossRef]
- R Musarrat and U Habiba, Immersive Technologies in ESL Classrooms: Virtual and Augmented Reality for Language Fluency (September 22, 2025). Available at SSRN: https://ssrn.com/abstract=5536098 or http://dx.doi.org/10.2139/ssrn.5536098.
- Akter, E., Bormon, J. C., Saikat, M. H., & Shoag, M. (2025), “AI-Enabled Structural and Façade Health Monitoring for Resilient Cities”, Int. J. Sci. Inno. Eng., vol. 2, no. 10, pp. 1035–1051, Oct. 2025. [CrossRef]
- Haque, S., Al Sany (Oct. 2025), “Impact of Consumer Behavior Analytics on Telecom Sales Strategy”, Int. J. Sci. Inno. Eng., vol. 2, no. 10, pp. 998–1018. [CrossRef]
- Sharan, S. M. M. I (Oct. 2025)., “Integrating Human-Centered Design with Agile Methodologies in Product Lifecycle Management”, Int. J. Sci. Inno. Eng., vol. 2, no. 10, pp. 1019–1034. [CrossRef]
- Alimozzaman, D. M. (2025). Explainable AI for early detection and classification of childhood leukemia using multi-modal medical data. World Journal of Advanced Engineering Technology and Sciences, 17(2), 48–62. [CrossRef]
- Alimozzaman, D. M., Akhter, T., Islam, R., & Hasan, E. (2025). Generative AI for synthetic medical imaging to address data scarcity. World Journal of Advanced Engineering Technology and Sciences, 17(1), 544–558. [CrossRef]
- Zaidi, S. K. A. (2025). Intelligent automation and control systems for electric vertical take-off and landing (eVTOL) drones. World Journal of Advanced Engineering Technology and Sciences, 17(2), 63–75. [CrossRef]
- Islam, K. S. A. (2025). Implementation of safety-integrated SCADA systems for process hazard control in power generation plants. IJSRED – International Journal of Scientific Research and Engineering Development, 8(5), 2321–2331. [CrossRef]
- Islam, K. S. A. (2025). Transformer protection and fault detection through relay automation and machine learning. IJSRED – International Journal of Scientific Research and Engineering Development, 8(5), 2308–2320. [CrossRef]
- Afrin, S. (2025). Cloud-integrated network monitoring dashboards using IoT and edge analytics. IJSRED – International Journal of Scientific Research and Engineering Development, 8(5), 2298–2307. [CrossRef]
- Afrin, S. (2025). Cyber-resilient infrastructure for public internet service providers using automated threat detection. World Journal of Advanced Engineering Technology and Sciences, 17(02), 127-140. Article. [CrossRef]
- Al Sany, S. M. A. (2025). The role of data analytics in optimizing budget allocation and financial efficiency in startups. IJSRED – International Journal of Scientific Research and Engineering Development, 8(5), 2287–2297. [CrossRef]
- Zaman, S. U. (2025). Vulnerability management and automated incident response in corporate networks. IJSRED – International Journal of Scientific Research and Engineering Development, 8(5), 2275–2286. [CrossRef]
- Ria, S. J. (2025, October 7). Sustainable construction materials for rural development projects. SSRN. [CrossRef]
- Razaq, A. (2025, October 15). Design and implementation of renewable energy integration into smart grids. TechRxiv. [CrossRef]
- Musarrat R. (2025). AI-Driven Smart Housekeeping and Service Allocation Systems: Enhancing Hotel Operations Through MIS Integration. In IJSRED - International Journal of Scientific Research and Engineering Development (Vol. 8, Number 6, pp. 898–910). [CrossRef]
- Hossain, M. T. (2025). AI-Augmented Sensor Trace Analysis for Defect Localization in Apparel Production Systems Using OTDR-Inspired Methodology. In IJSRED - International Journal of Scientific Research and Engineering Development (Vol. 8, Number 6, pp. 1029–1040). [CrossRef]
- Rahman M. (2025). Design and Implementation of a Data-Driven Financial Risk Management System for U.S. SMEs Using Federated Learning and Privacy-Preserving AI Techniques. In IJSRED - International Journal of Scientific Research and Engineering Development (Vol. 8, Number 6, pp. 1041–1052). [CrossRef]
- Alam, M. S. (2025). Real-Time Predictive Analytics for Factory Bottleneck Detection Using Edge-Based IIoT Sensors and Machine Learning. In IJSRED - International Journal of Scientific Research and Engineering Development (Vol. 8, Number 6, pp. 1053–1064). [CrossRef]
- Habiba, U., & Musarrat, R. (2025). Student-centered pedagogy in ESL: Shifting from teacher-led to learner-led classrooms. International Journal of Science and Innovation Engineering, 2(11), 1018–1036. [CrossRef]
- Zaidi, S. K. A. (2025). Smart sensor integration for energy-efficient avionics maintenance operations. International Journal of Science and Innovation Engineering, 2(11), 243–261. [CrossRef]
- Farooq, H. (2025). Cross-platform backup and disaster recovery automation in hybrid clouds. International Journal of Science and Innovation Engineering, 2(11), 220–242. [CrossRef]
- Farooq, H. (2025). Resource utilization analytics dashboard for cloud infrastructure management. World Journal of Advanced Engineering Technology and Sciences, 17(02), 141–154. [CrossRef]
- Saeed, H. N. (2025). Hybrid perovskite–CIGS solar cells with machine learning-driven performance prediction. International Journal of Science and Innovation Engineering, 2(11), 262–280. [CrossRef]
- Akter, E. (2025). Community-based disaster risk reduction through infrastructure planning. International Journal of Science and Innovation Engineering, 2(11), 1104–1124. [CrossRef]
- Akter, E. (2025). Green project management framework for infrastructure development. International Journal of Science and Innovation Engineering, 2(11), 1125–1144. [CrossRef]
- Shoag, M. (2025). Integration of lean construction and digital tools for façade project efficiency. International Journal of Science and Innovation Engineering, 2(11), 1145–1164. [CrossRef]
- Akter, E. (2025). Structural Analysis of Low-Cost Bridges Using Sustainable Reinforcement Materials. In IJSRED - International Journal of Scientific Research and Engineering Development (Vol. 8, Number 6, pp. 911–921). [CrossRef]
- Razaq, A. (2025). Optimization of power distribution networks using smart grid technology. World Journal of Advanced Engineering Technology and Sciences, 17(03), 129–146. [CrossRef]
- Zaman, M. T. (2025). Enhancing grid resilience through DMR trunking communication systems. World Journal of Advanced Engineering Technology and Sciences, 17(03), 197–212. [CrossRef]
- Nabil, S. H. (2025). Enhancing wind and solar power forecasting in smart grids using a hybrid CNN-LSTM model for improved grid stability and renewable energy integration. World Journal of Advanced Engineering Technology and Sciences, 17(03), 213–226. [CrossRef]
- Nahar, S. (2025). Optimizing HR management in smart pharmaceutical manufacturing through IIoT and MIS integration. World Journal of Advanced Engineering Technology and Sciences, 17(03), 240–252. [CrossRef]
- Islam, S. (2025). IPSC-derived cardiac organoids: Modeling heart disease mechanism and advancing regenerative therapies. World Journal of Advanced Engineering Technology and Sciences, 17(03), 227–239. [CrossRef]
- Shoag, M. (2025). Structural load distribution and failure analysis in curtain wall systems. IJSRED - International Journal of Scientific Research and Engineering Development, 8(6), 2117–2128. [CrossRef]
- Hasan, E. (2025). Machine learning-based KPI forecasting for finance and operations teams. IJSRED - International Journal of Scientific Research and Engineering Development, 8(6), 2139–2149. [CrossRef]
- Hasan, E. (2025). SQL-driven data quality optimization in multi-source enterprise dashboards. IJSRED - International Journal of Scientific Research and Engineering Development, 8(6), 2150–2160. [CrossRef]
- Hasan, E. (2025). Optimizing SAP-centric financial workloads with AI-enhanced CloudOps in virtualized data centers. IJSRED - International Journal of Scientific Research and Engineering Development, 8(6), 2252–2264. [CrossRef]
- Karim, M. A. (2025). An IoT-enabled exoskeleton architecture for mobility rehabilitation derived from the ExoLimb methodological framework. IJSRED - International Journal of Scientific Research and Engineering Development, 8(6), 2265–2277. [CrossRef]
- Akter, E., Ria, S. J., Khan, M. I., & Shoag, M. D. (2025). Smart & sustainable construction governance for climate-resilient cities. IJSRED - International Journal of Scientific Research and Engineering Development, 8(6), 2278–2291. [CrossRef]
- Zaman, S. U. (2025). Enhancing security in cloud-based IAM systems using real-time anomaly detection. IJSRED - International Journal of Scientific Research and Engineering Development, 8(6), 2292–2304. [CrossRef]
- Hossain, M. T. (2025). Data-driven optimization of apparel supply chain to reduce lead time and improve on-time delivery. World Journal of Advanced Engineering Technology and Sciences, 17(03), 263–277. [CrossRef]
- Rahman, F. (2025). Advanced statistical models for forecasting energy prices. Global Journal of Engineering and Technology Advances, 25(03), 168–182. [CrossRef]
- Karim, F. M. Z. (2025). Integrating quality management systems to strengthen U.S. export-oriented production. Global Journal of Engineering and Technology Advances, 25(03), 183–198. [CrossRef]
- Fazle, A. B. (2025). AI-driven predictive maintenance and process optimization in manufacturing systems using machine learning and Hossainsensor analytics. Global Journal of Engineering and Technology Advances, 25(03), 153–167. [CrossRef]
- Rahman, F. (2025). Data science in power system risk assessment and management. World Journal of Advanced Engineering Technology and Sciences, 17(03), 295–311. [CrossRef]
- Rahman, M. (2025). Predictive maintenance of electric vehicle components using IoT sensors. World Journal of Advanced Engineering Technology and Sciences, 17(03), 312–327. [CrossRef]
- , M. T. (2025). Cost negotiation strategies and their impact on profitability in fashion sourcing: A quantitative analysis. Global Journal of Engineering and Technology Advances, 25(03), 136–152. [CrossRef]
- Jasem, M. M. H. (2025, December 19). An AI-driven system health dashboard prototype for predictive maintenance and infrastructure resilience. Authorea. [CrossRef]
- uz Zaman, M. T. (2025). Photonics-based fault detection and monitoring in energy metering systems. IJSRED – International Journal of Scientific Research and Engineering Development, 8(6), 2359–2371. [CrossRef]
- Shoag, M. D., Khan, M. I., Ria, S. J., & Akter, E. (2025). AI-based risk prediction and quality assurance in mega-infrastructure projects. IJSRED – International Journal of Scientific Research and Engineering Development, 8(6), 2324–2336. [CrossRef]
- Haque, S. (2025). The impact of automation on accounting practices. IJSRED – International Journal of Scientific Research and Engineering Development, 8(6), 2312–2323. [CrossRef]
- Ria, S. J., Shoag, M. D., Akter, E., & Khan, M. I. (2025). Integration of recycled and local materials in low-carbon urban structures. World Journal of Advanced Engineering Technology and Sciences, 17(03), 447–463. [CrossRef]
- Fahim, M. A. I., Sharan, S. M. M. I., & Farooq, H. (2025). AI-enabled cloud-IoT platform for predictive infrastructure automation. World Journal of Advanced Engineering Technology and Sciences, 17(03), 431–446. [CrossRef]
- Karim, F. M. Z. (2025). Strategic Human Resource Systems for Retention and Growth in Manufacturing Enterprises. In IJSRED - International Journal of Scientific Research and Engineering Development (Vol. 8, Number 6, pp. 2547–2559). [CrossRef]
- Rahman, T. (2026). Financial Risk Intelligence: Real-Time Fraud Detection and Threat Monitoring. Zenodo. [CrossRef]
- Rabbi, M. S. (2026). AI-Driven SCADA Grid Intelligence for Predictive Fault Detection, Cyber Health Monitoring, and Grid Reliability Enhancement. Zenodo. [CrossRef]
- Ashraf, M S (2026). Comparative Performance Analysis of AI-Optimized MPPT Algorithms for Grid-Connected Solar PV Systems. Zenodo. [CrossRef]
- Zaman, S. U., Afrin, S., Zaidi, S. K. A., & Islam, K. S. A. (2026). Resilient edge computing framework for autonomous, secure, and energy-aware systems. World Journal of Advanced Engineering Technology and Sciences, 18(01), 105–121. [CrossRef]
- Ali, A. (2026). The impact of packaging design on recycling efficiency in municipal systems. World Journal of Advanced Engineering Technology and Sciences, 18(01), 122–139. [CrossRef]
- Mim, M. A., Sharif, M. M., Rahman, F., & Nahar, S. (2026). Smart IoT infrastructure for workplace efficiency and energy savings. World Journal of Advanced Engineering Technology and Sciences, 18(01), 140–156. [CrossRef]
- Taimun, M. T. Y., Alam, M. S., & Fareed, S. M. (2026). Digital twin-enabled predictive maintenance for textile and mechanical systems. World Journal of Advanced Engineering Technology and Sciences, 18(01), 187–203. [CrossRef]
- Fazle, A. B., Taimun, M. T. Y., Fareed, S. M., & Alam, M. S. (2026). Ergonomic and automation based process redesign in industrial workstations. Global Journal of Engineering and Technology Advances, 26(01), 091–108. [CrossRef]
- Alam, M. S., Fareed, S. M., Fazle, A. B., & Taimun, M. T. Y. (2026). Intelligent material flow optimization using IoT sensors and RFID tracking. Global Journal of Engineering and Technology Advances, 26(01), 109–125. [CrossRef]
- Nahar, S., Rahman, F., & Mim, M. A. (2026). AI-integrated renewable energy and data analytics platform for corporate ESG compliance. World Journal of Advanced Engineering Technology and Sciences, 18(01), 219–235. [CrossRef]
- Rahman, F., Nahar, S., & Mim, M. A. (2026). Cloud-native enterprise resource management for multi-sector operations. Global Journal of Engineering and Technology Advances, 26(01), 126–141. [CrossRef]
- Sharan, S. M. M. I., Fahim, M. A. I., & Farooq, H. (2026). Cloud native fintech analytics platform for IoT enabled retail networks. World Journal of Advanced Engineering Technology and Sciences, 18(01), 089–104. [CrossRef]
- Fahim, M. A. I., Farooq, H., & Sharan, S. M. M. I. (2026). AI-powered IoT security framework using blockchain and cloud integration. Global Journal of Engineering and Technology Advances, 26(01), 168–185. [CrossRef]
- Islam, R. (2026). AI-Integrated Management Information Systems for Manufacturing and Supply Chain Risk Mitigation. Zenodo. [CrossRef]
- Zaidi, S. K. A., Islam, K. S. A., Zaman, S. U., & Afrin, S. (2026). Blockchain-secured communication for industrial IoT and aviation control systems. IJSRED – International Journal of Scientific Research and Engineering Development, 9(1), 234–250. [CrossRef]
- Ali, A., & Rahman, M. (2026). Consumer Awareness and Behavior Towards Sustainable Packaging. Zenodo. [CrossRef]
- Islam, K. S. A., Zaidi, S. K. A., Afrin, S., & Zaman, S. U. (2026). Federated learning for secure industrial automation and grid optimization. Global Journal of Engineering and Technology Advances, 26(01), 025–040. [CrossRef]
- Afrin, S., Zaman, S. U., Islam, K. S. A., & Zaidi, S. K. A. (2026). Distributed edge intelligence for energy and transportation systems. World Journal of Advanced Engineering Technology and Sciences, 18(1), 280–297. [CrossRef]
- Meem, SI (2026). Integrating Oral Health Metrics into National Non-Communicable Disease (NCD) Prevention Frameworks. Figshare. [CrossRef]
- Emon, M. M. H. (2026). An Intelligent Energy Management System for Cost Optimization and Peak Demand Reduction Using Battery-Integrated Smart Dispatch. Zenodo. [CrossRef]
- Kamalanathan, S. (2025). Advanced damage detection and load optimization in hybrid composite structures using multi-scale simulation and machine learning. Saudi Journal of Engineering and Technology, 10(12), 660–673. [CrossRef]
- Dukkipati, S. S. N. C. (2026, February 9). Design and implementation of scalable AI-driven conversational systems for enterprise-level feedback intelligence and decision support. SSRN. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6263818.
- Karim, M. A., uz Zaman, M. T. ., & Razaq, A. (2026). Integrated Renewable Energy Monitoring and Adaptive Load Optimization Using Smart Grid and Intelligent Control Algorithms. Zenodo. [CrossRef]
- Nahar, S., Rahman, M., Alam, M. S., & Al Sany, S. M. A. (2026). Intelligent data governance and ethical AI framework for enterprise information systems. Zenodo. [CrossRef]
- Khan, M. I., Al Abid, A., Sultana, N., & Avi, S. P. (2026). Sustainable ground improvement using lime-stabilized soils and recycled construction materials: A performance-based evaluation for urban development. Figshare. [CrossRef]
- Mirza, S. B. (2026). Predictive reliability engineering for cloud scale business intelligence platforms through anomaly detection capacity optimization and proactive support automation. Zenodo. [CrossRef]
- Islam. Md A, “Native Scalable Student Information Systems and Admission Test Automation with Peak Load Architecture Database Performance Optimization and Observability Driven Reliability”. Zenodo, Mar. 12, 2026. [CrossRef]
- Mim, M. A. (2026). Cybersecurity risk mitigation in educational and healthcare IT environments. Zenodo. [CrossRef]
- Alam, M. J. (2026). Information systems for legal documentation management and policy analysis in institutional governance. figshare. [CrossRef]
- Alam, M. J. (2026). Digital contract lifecycle management systems for corporate governance and regulatory oversight. Zenodo. [CrossRef]
- Alam, M. J. (n.d.). Policy monitoring platforms for institutional governance and organizational accountability. Social Science Research Network. [CrossRef]
- Alam, M. J. (2026). Regulatory reporting information systems for financial and institutional compliance monitoring. Preprints.org. [CrossRef]
- Musarrat, R., & Habiba, U. (2026, February 25). Applying applied behavior analysis (ABA) in AI-supported ESL classrooms for children with autism spectrum disorder. SSRN. [CrossRef]
- Meem, S. I. (2026). Socioeconomic determinants of oral-systemic health disparities: A public health policy perspective. Zenodo. [CrossRef]
- Dukkipati, S. S. N. C. (2026). Cloud-native big data streaming framework for real-time social media intelligence and large-scale public opinion analytics. Zenodo. [CrossRef]
- Islam, M. A. (2026). Optimizing project management frameworks to reduce cost overruns in U.S. public infrastructure projects. Zenodo. [CrossRef]
- Akter, T. (2026). AI-driven workforce productivity optimization in U.S. service organizations using KPI-based predictive analytics. Zenodo. [CrossRef]
- Fareed, S. M. (2026). AI-driven digital twin framework for safety stock optimization in multi-stage manufacturing systems [Preprint]. Zenodo. [CrossRef]
- Adil, H. M. (2026). Energy-Efficient and Low-Emission Carbon Black Manufacturing through Advanced Process Optimization and Reactor Control. Zenodo. [CrossRef]
- Bhuiyan, M. I. H. (2026). AI-driven customer complaint analytics for systemic risk reduction and consumer protection in the U.S. banking sector. Zenodo. [CrossRef]
- Abid, A. A. (2026). AI-enhanced traffic signal optimization using microscopic simulation models for congestion and emissions reduction in mid-sized U.S. urban corridors. Zenodo. [CrossRef]


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