Skip to content

Study on the Predictive Model for Continuous Build-Height of 3D Printed Concrete Based on Printability and Early Mechanical Properties (2024-12)

10.1016/j.jobe.2024.111640

 Zhang Yu, Yu Zhengxing,  Zhang Yunsheng, Zhang Jiufu,  Yang Lin, Zhang Hao, Qian Rusheng, Li Xiaomin, Zhu Weiwei,  She Wei
Journal Article - Journal of Building Engineering, No. 111640

Abstract

Compared to traditional construction methods, 3D printed concrete (3DPC) technology offers significant advantages, including environmental sustainability and the elimination of formwork, which enhances both efficiency and safety. However, research on predicting continuous construction height based on the early mechanical properties of 3DPC remains incomplete. To address this gap, this study systematically investigates the effects of various factors, including the water-to-binder ratio (W/B), aggregate-to-binder ratio (A/B), polypropylene fiber (PPF) content, and high-range water reducer (HRWR) dosage, on printability and early mechanical performance. Flowability was identified as a key indicator, and the printable range of 3DPC was determined to be between 147 and 210 mm. Compression tests reveal that fresh 3DPC samples exhibit progressive "barrel-shaped" deformation under load, while both green strength and critical strength increase exponentially with standing time. A predictive model for continuous build height was developed, demonstrating high accuracy with relative errors below 5% for heights exceeding 300 mm. This study provides valuable theoretical and practical insights for enhancing the quality of printed products and achieving a controllable printing process.

46 References

  1. Bhattacherjee Shantanu, Jain Smrati, Santhanam Manu (2023-03)
    Developing 3D Printable and Buildable Limestone-Calcined-Clay-Based Cement Composites with Higher Aggregate Content
  2. Casagrande Lorenzo, Esposito Laura, Menna Costantino, Asprone Domenico et al. (2020-02)
    Effect of Testing Procedures on Buildability Properties of 3D Printable Concrete
  3. Chen Mingxu, Li Laibo, Zheng Yan, Zhao Piqi et al. (2018-09)
    Rheological and Mechanical Properties of Admixtures-Modified 3D Printing Sulphoaluminate Cementitious Materials
  4. Ding Yao, Ou Xingjian, Qi Hongtuo, Xiong Gang et al. (2024-10)
    Inter-Layer Bonding Performance of 3D Printed Engineered Cementitious Composites:
    Rheological Regulation and Fiber Hybridization
  5. Figueiredo Stefan, Rodríguez Claudia, Ahmed Zeeshan, Bos Derk et al. (2019-03)
    An Approach to Develop Printable Strain-Hardening Cementitious Composites
  6. Gao Huaxing, Jin Lang, Chen Yuxuan, Chen Qian et al. (2024-05)
    Rheological Behavior of 3D Printed Concrete:
    Influential Factors and Printability Prediction Scheme
  7. Gao Jianhao, Wang Chaofeng, Li Jiaqi, Chu S. (2024-09)
    Data-Driven Rheological-Model for 3D Printable Concrete
  8. Geng Songyuan, Luo Qiling, Cheng Boyuan, Li Lixao et al. (2024-02)
    Intelligent Multi-Objective Optimization of 3D Printing Low-Carbon Concrete for Multi-Scenario Requirements
  9. Hu Hailong, Huang Jian, Wang Tiezhu, Manuka Mesfin et al. (2023-09)
    Impact of Calcium Sulfoaluminate Cement on Printability and Early Strength Development of a Slag-Based 3D Printing Cementitious Material
  10. Ibrahim Kamoru, Zijl Gideon, Babafemi Adewumi (2024-08)
    Time-Dependent Behavior of 3D Printed Fiber-Reinforced Limestone-Calcined-Clay-Cement Concrete Under Sustained Loadings
  11. Jayathilakage Roshan, Rajeev Pathmanathan, Sanjayan Jay (2020-01)
    Yield-Stress-Criteria to Assess the Buildability of 3D Concrete Printing
  12. Kruger Jacques, Zeranka Stephan, Zijl Gideon (2019-07)
    3D Concrete Printing:
    A Lower-Bound Analytical Model for Buildability-Performance-Quantification
  13. Kruger Jacques, Zeranka Stephan, Zijl Gideon (2020-04)
    A Rheology-Based Quasi-Static Shape-Retention-Model for Digitally Fabricated Concrete
  14. Le Thanh, Austin Simon, Lim Sungwoo, Buswell Richard et al. (2012-01)
    Mix-Design and Fresh Properties for High-Performance Printing Concrete
  15. Lee Keon-Woo, Lee Hojae, Choi Myoungsung (2022-07)
    Correlation Between Thixotropic Behavior and Buildability for 3D Concrete Printing
  16. Liu Haoran, Ding Tao, Xiao Jianzhuang, Mechtcherine Viktor (2022-04)
    Buildability Prediction of 3D Printed Concrete at Early-Ages:
    A Numerical Study with Drucker-Prager-Model
  17. Long Wujian, Tao Jie-Lin, Lin Can, Gu Yucun et al. (2019-08)
    Rheology and Buildability of Sustainable Cement-Based Composites Containing Micro-Crystalline Cellulose for 3D Printing
  18. Lv Zhenyuan, Xiao Jianzhuang, Duan Zhenhua, Tang Yuxiang (2023-09)
    Time-Dependent Evolution and Strength Modulation of 3D Printed Concrete Pore-Structure Based on Microbial Remediation
  19. Ma Guowei, Li Zhijian, Wang Li (2017-12)
    Printable Properties of Cementitious Material Containing Copper-Tailings for Extrusion-Based 3D Printing
  20. Mohamed Rania, Mohamed Abdelaziz (2024-05)
    Exploring the Environmental Benefits of 3D Printing Technology in Concrete Construction:
    A Review
  21. Panda Biranchi, Bhagath Singh Gangapatnam, Unluer Cise, Tan Ming (2019-02)
    Synthesis and Characterization of One-Part Geopolymers for Extrusion-Based 3D Concrete Printing
  22. Panda Biranchi, Lim Jian, Tan Ming (2019-02)
    Mechanical Properties and Deformation Behavior of Early-Age Concrete in the Context of Digital Construction
  23. Panda Biranchi, Tan Ming (2018-03)
    Experimental Study on Mix Proportion and Fresh Properties of Fly-Ash-Based Geopolymer for 3D Concrete Printing
  24. Perrot Arnaud, Rangeard Damien, Pierre Alexandre (2015-02)
    Structural Build-Up of Cement-Based Materials Used for 3D Printing-Extrusion-Techniques
  25. Prem Prabhat, Ambily Parukutty, Kumar Shankar, Ghodke Swapnil (2024-01)
    A Theoretical Model to Predict the Structural Buildability of 3D Printable Concrete
  26. Qu Zhengyao, Yu Qingliang, Ong Ghim, Cardinaels Ruth et al. (2023-04)
    3D Printing Concrete Containing Thermal Responsive Gelatin:
    Towards Cold Environment Applications
  27. Rahul Attupurathu, Santhanam Manu (2020-02)
    Evaluating the Printability of Concretes Containing Lightweight Coarse Aggregates
  28. Şahin Hatice, Mardani Ali (2023-02)
    Mechanical Properties, Durability Performance and Inter-Layer Adhesion of 3DPC Mixtures:
    A State‐of‐the‐art Review
  29. Shahzad Qamar, Li Fangyuan (2023-05)
    The Influence of Print-Path on Early-Age Plastic Bearing-Capacity and Mechanical Behavior of 3D Printed Concrete:
    A Novel Approach for Practical Applications
  30. Shao Lijing, Feng Pan, Zuo Wenqiang, Wang Haochuan et al. (2022-02)
    A Novel Method for Improving the Printability of Cement-Based Materials:
    Controlling the Releasing of Capsules Containing Chemical Admixtures
  31. Shi Yifan, Jia Lutao, Jia Zijian, Ma Lei et al. (2024-03)
    Early-Age Inhomogeneous Deformation of 3D Printed Concrete:
    Characteristics and Influences of Superplasticizer and Water-Binder Ratio
  32. Tay Yi, Li Mingyang, Tan Ming (2019-04)
    Effect of Printing Parameters in 3D Concrete Printing:
    Printing Region and Support Structures
  33. Tay Yi, Qian Ye, Tan Ming (2019-05)
    Printability-Region for 3D Concrete Printing Using Slump- and Slump-Flow-Test
  34. Teixeira João, Schaefer Cecília, Rangel Bárbara, Maia Lino et al. (2022-11)
    A Road Map to Find in 3D Printing a New Design Plasticity for Construction:
    The State of Art
  35. Wang Chaofan, Chen Bing, Vo Thanh, Rezania Mohammad (2023-07)
    Mechanical Anisotropy, Rheology and Carbon Footprint of 3D Printable Concrete:
    A Review
  36. Wang Qing, Ren Xiaodan, Li Jie (2023-08)
    Damage-Rheology Model for Predicting 3D Printed Concrete Buildability
  37. Wang Li, Ye Kehan, Wan Qian, Li Zhijian et al. (2023-05)
    Inclined 3D Concrete Printing:
    Build-Up Prediction and Early-Age Performance-Optimization
  38. Weng Yiwei, Li Mingyang, Liu Zhixin, Lao Wenxin et al. (2018-12)
    Printability and Fire Performance of a Developed 3D Printable Fiber-Reinforced Cementitious Composites under Elevated Temperatures
  39. Weng Yiwei, Lu Bing, Li Mingyang, Liu Zhixin et al. (2018-09)
    Empirical Models to Predict Rheological Properties of Fiber-Reinforced Cementitious Composites for 3D Printing
  40. Wolfs Robert, Bos Freek, Salet Theo (2018-06)
    Correlation Between Destructive Compression Tests and Non-Destructive Ultrasonic Measurements on Early-Age 3D Printed Concrete
  41. Wolfs Robert, Bos Freek, Salet Theo (2018-02)
    Early-Age Mechanical Behaviour of 3D Printed Concrete:
    Numerical Modelling and Experimental Testing
  42. Wu Yiwen, Liu Chao, Bai Guoliang, Liu Huawei et al. (2024-05)
    Effect of Time Interval on the Inter-Layer Adhesion of 3D Printed Concrete with Recycled Sand:
    Multi-Factor Influencing Mechanisms and Superabsorbent Polymer Enhancement
  43. Zhang Chao, Nerella Venkatesh, Krishna Anurag, Wang Shen et al. (2021-06)
    Mix-Design Concepts for 3D Printable Concrete:
    A Review
  44. Zhang Jingchuan, Wang Jialiang, Dong Sufen, Yu Xun et al. (2019-07)
    A Review of the Current Progress and Application of 3D Printed Concrete
  45. Zhang Yu, Yang Lin, Qian Rusheng, Liu Guojian et al. (2023-07)
    Inter-Layer Adhesion of 3D Printed Concrete:
    Influence of Layer Stacked Vertically
  46. Zhu Jinggao, Ren Xiaodan, Cervera Miguel (2023-08)
    Buildability Modeling of 3D Printed Concrete Including Printing-Deviation:
    A Stochastic Analysis

3 Citations

  1. Ding Yao, Liu Yifan, Yang Bo, Liu Jiepeng et al. (2026-01)
    Application of Artificial Intelligence Technology in 3D Concrete Printing Quality Inspection and Control:
    A State-of-the-Art Review
  2. Paritala Spandana, Raj Shubham, Singh Prashant, Subramaniam Kolluru (2025-09)
    Designing 3D Printable Concrete by Integrating the Influence of Aggregate Characteristics
  3. Chen Baixi, Yang Lei, Jiang Sheng (2025-09)
    Stochastic Analysis of 3D Concrete Printing Process with Curvature and Inclination by Explainable Data-Driven Modelling

BibTeX
@article{zhan_yu_zhan_zhan.2024.SotPMfCBHo3PCBoPaEMP,
  author            = "Yu Zhang and Zhengxing Yu and Yunsheng Zhang and Jiufu Zhang and Lin Yang and Hao Zhang and Rusheng Qian and Xiaomin Li and Weiwei Zhu and Wei She",
  title             = "Study on the Predictive Model for Continuous Build-Height of 3D Printed Concrete Based on Printability and Early Mechanical Properties",
  doi               = "10.1016/j.jobe.2024.111640",
  year              = "2024",
  journal           = "Journal of Building Engineering",
  pages             = "111640",
}
Formatted Citation

Y. Zhang, “Study on the Predictive Model for Continuous Build-Height of 3D Printed Concrete Based on Printability and Early Mechanical Properties”, Journal of Building Engineering, p. 111640, 2024, doi: 10.1016/j.jobe.2024.111640.

Zhang, Yu, Zhengxing Yu, Yunsheng Zhang, Jiufu Zhang, Lin Yang, Hao Zhang, Rusheng Qian, Xiaomin Li, Weiwei Zhu, and Wei She. “Study on the Predictive Model for Continuous Build-Height of 3D Printed Concrete Based on Printability and Early Mechanical Properties”. Journal of Building Engineering, 2024, 111640. https://doi.org/10.1016/j.jobe.2024.111640.