Skip to content

Enhancing the Buildability of CSA Cement/OPC-Blended Mortar in 3D Printing (2026-02)

Optimizing CSA Cement and Water Contents Using a Statistical Approach

10.1186/s40069-026-00886-5

 Oh Sangwoo, Lee Jinsuk,  Choi Seongcheol
Journal Article - International Journal of Concrete Structures and Materials, Vol. 20, Iss. 1

Abstract

This study examined the influence of the water–binder ratio and calcium sulfoaluminate (CSA) cement replacement on the properties of fresh three-dimensional concrete printing (3DCP) materials and identified optimized mix proportions to enhance buildability. Experimental analyses included flowability tests, setting time evaluations, green strength assessments, extrusion pressure measurements, and printing tests. Buildability was evaluated using layer strain and interlayer bonding performance as key indicators, while statistical techniques were applied to develop a mixture design that maximized buildability and minimized the number of printing tests required. The experimental results showed that layer strain increased with a higher water–binder ratio and a lower CSA cement replacement ratio, and a similar trend was observed for interlayer bonding performance. The optimized mixture was determined using response surface methodology based on 13 experimental runs, yielding a water–binder ratio of 0.297 and a CSA cement replacement ratio of 3.88%. Verification results indicated that the optimized mixture exhibited superior buildability, with a mean relative error of 7.55% between the measured and predicted values, demonstrating close agreement between actual performance and predicted outcomes. These findings confirmed that the optimization process was effective and practically sound for enhancing the buildability of 3DCP materials.

32 References

  1. Babafemi Adewumi, Kolawole John, Miah Md, Paul Suvash et al. (2021-06)
    A Concise Review on Inter-Layer Bond Strength in 3D Concrete Printing
  2. Bhattacherjee Shantanu, Basavaraj Anusha, Rahul Attupurathu, Santhanam Manu et al. (2021-06)
    Sustainable Materials for 3D Concrete Printing
  3. Bhattacherjee Shantanu, Jain Smrati, Santhanam Manu (2024-07)
    Investigating the Interaction of Limestone-Calcined-Clay and OPC-Based Systems with a Methylhydroxyethyl-Cellulose-Based Viscosity-Modifier Used for 3D Printable Concrete
  4. Buswell Richard, Silva Wilson, Jones Scott, Dirrenberger Justin (2018-06)
    3D Printing Using Concrete-Extrusion:
    A Roadmap for Research
  5. Ducoulombier Nicolas, Mesnil Romain, Carneau Paul, Demont Léo et al. (2021-05)
    The “Slugs-Test” for Extrusion-Based Additive Manufacturing:
    Protocol, Analysis and Practical Limits
  6. Jiang Zhengwu, Yang Qian, Zhu Yanmei, Zhang Yi et al. (2022-03)
    Evaluating the Stiffening Effect of CSA and Sodium Carbonate on the Printability of OPC Mortar
  7. Khalil Noura, Aouad Georges, Cheikh Khadija, Rémond Sébastien (2017-09)
    Use of Calcium-Sulfoaluminate-Cements for Setting-Control of 3D Printing Mortars
  8. Kim Tae, Oh Sangwoo, Lee Jinsuk, Dong Won-Jun et al. (2025-05)
    Effects of 3D-Printed Concrete Permanent Formwork on the Flexural Behavior of Reinforced Concrete Beams:
    Experimental and Analytical Investigations
  9. Kolawole John, Becker Daniel, Xu Jie, Dobrzanski James et al. (2022-06)
    Selected Test-Methods for Assessing Fresh and Plastic-State 3D Concrete Printing-Materials
  10. Liu Zhixin, Li Mingyang, Weng Yiwei, Wong Teck et al. (2018-12)
    Mixture-Design-Approach to Optimize the Rheological Properties of the Material Used in 3D Cementitious Material-Printing
  11. Marchon Delphine, Kawashima Shiho, Bessaies-Bey Hela, Mantellato Sara et al. (2018-05)
    Hydration- and Rheology-Control of Concrete for Digital Fabrication:
    Potential Admixtures and Cement-Chemistry
  12. Mechtcherine Viktor, Bos Freek, Perrot Arnaud, Silva Wilson et al. (2020-03)
    Extrusion-Based Additive Manufacturing with Cement-Based Materials:
    Production Steps, Processes, and Their Underlying Physics
  13. Moelich Gerrit, Kruger Jacques, Combrinck Riaan (2021-09)
    Modelling the Inter-Layer Bond Strength of 3D Printed Concrete with Surface Moisture
  14. Mohan Manu, Rahul Attupurathu, Schutter Geert, Tittelboom Kim (2021-01)
    Early-Age Hydration, Rheology and Pumping Characteristics of CSA Cement-Based 3D Printable Concrete
  15. Muthukrishnan Shravan, Ramakrishnan Sayanthan, Sanjayan Jay (2021-06)
    Technologies for Improving Buildability in 3D Concrete Printing
  16. Oh Sangwoo, Choi Seongcheol (2023-05)
    Effects of Superabsorbent Polymers (SAP) On the Rheological Behavior of Cement Mortars:
    A Rheological Study on Performance Requirements for 3D Printable Cementitious Materials
  17. Oh Sangwoo, Hong Geuntae, Choi Seongcheol (2023-05)
    Determining the Effect of Superabsorbent Polymers, Macrofibers, and Resting Time on the Rheological Properties of Cement Mortar Using Analysis of Variance:
    A 3D Printing Perspective
  18. Paul Suvash, Zijl Gideon, Tan Ming, Gibson Ian (2018-05)
    A Review of 3D Concrete Printing Systems and Materials Properties:
    Current Status and Future Research Prospects
  19. Reiter Lex, Wangler Timothy, Anton Ana-Maria, Flatt Robert (2020-05)
    Setting-on-Demand for Digital Concrete:
    Principles, Measurements, Chemistry, Validation
  20. Reiter Lex, Wangler Timothy, Roussel Nicolas, Flatt Robert (2018-06)
    The Role of Early-Age Structural Build-Up in Digital Fabrication with Concrete
  21. Roussel Nicolas (2018-05)
    Rheological Requirements for Printable Concretes
  22. Schutter Geert, Lesage Karel, Mechtcherine Viktor, Nerella Venkatesh et al. (2018-08)
    Vision of 3D Printing with Concrete:
    Technical, Economic and Environmental Potentials
  23. Sergis Vasileios, Ouellet-Plamondon Claudiane (2022-07)
    Automating Mix-Design for 3D Concrete Printing Using Optimization Methods
  24. Strohle Max, Sadique Monower, Dulaimi Anmar, Kadhim Mustafa (2022-11)
    Prospect and Barrier of 3D Concrete:
    A Systematic Review
  25. Tran Mien, Le Thanh, Cao Nguyen, Nguyen Thi (2025-03)
    Sustainable Prospect for Entire Replacement of River Sand with Recycled Glass Aggregate in 3D Printing Concrete:
    Rheological Properties, Printability, and Alkali-Silica Reaction
  26. Tran Nhi, Tran Mien, Tran Jonathan, Nguyen Anh et al. (2024-09)
    Eco-Friendly 3D Printed Concrete Using Steel-Slag-Aggregate:
    Buildability, Printability and Mechanical Properties
  27. Wang Li, Tian Zehao, Ma Guowei, Zhang Mo (2020-02)
    Inter-Layer Bonding Improvement of 3D Printed Concrete with Polymer-Modified Mortar:
    Experiments and Molecular Dynamics Studies
  28. Wolfs Robert, Versteege Jelle, Santhanam Manu, Bhattacherjee Shantanu et al. (2025-06)
    Flexural and Tensile Strength:
    Mechanical Properties of 3D Printed Concrete
  29. Yin Yunchao, Huang Jian, Wang Tiezhu, Yang Rong et al. (2023-09)
    Effect of Hydroxypropyl-Methylcellulose on Rheology and Printability of the First Printed Layer of Cement Activated Slag-Based 3D Printing Concrete
  30. Yu Shiwei, Xia Ming, Sanjayan Jay, Yang Lin et al. (2021-07)
    Microstructural Characterization of 3D Printed Concrete
  31. Zhang Chao, Nerella Venkatesh, Krishna Anurag, Wang Shen et al. (2021-06)
    Mix-Design Concepts for 3D Printable Concrete:
    A Review
  32. Zhang Yu, Qiao Hongxia, Qian Rusheng, Xue Cuizhen et al. (2022-02)
    Relationship Between Water-Transport Behavior and Inter-Layer Voids of 3D Printed Concrete

0 Citations

BibTeX
@article{oh_lee_choi.2026.EtBoCCOBMi3P,
  author            = "Sangwoo Oh and Jinsuk Lee and Seongcheol Choi",
  title             = "Enhancing the Buildability of CSA Cement/OPC-Blended Mortar in 3D Printing: Optimizing CSA Cement and Water Contents Using a Statistical Approach",
  doi               = "10.1186/s40069-026-00886-5",
  year              = "2026",
  journal           = "International Journal of Concrete Structures and Materials",
  volume            = "20",
  number            = "1",
}
Formatted Citation

S. Oh, J. Lee and S. Choi, “Enhancing the Buildability of CSA Cement/OPC-Blended Mortar in 3D Printing: Optimizing CSA Cement and Water Contents Using a Statistical Approach”, International Journal of Concrete Structures and Materials, vol. 20, no. 1, 2026, doi: 10.1186/s40069-026-00886-5.

Oh, Sangwoo, Jinsuk Lee, and Seongcheol Choi. “Enhancing the Buildability of CSA Cement/OPC-Blended Mortar in 3D Printing: Optimizing CSA Cement and Water Contents Using a Statistical Approach”. International Journal of Concrete Structures and Materials 20, no. 1 (2026). https://doi.org/10.1186/s40069-026-00886-5.