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Effect of Printing Parameters on Material-Distribution in Spray-Based 3D Concrete Printing (S-3DCP) (2021-02)

10.1016/j.autcon.2021.103570

 Lu Bing,  Li Mingyang,  Wong Teck,  Qian Shunzhi
Journal Article - Automation in Construction, Vol. 124

Abstract

The adoption of 3D concrete printing (3DCP) contributes to the increase of automation and efficiency in construction. Recently, spray-based 3D concrete printing (S-3DCP) has been proposed specifically for vertical and overhanging applications, such as facades and ceiling decorations. Nevertheless, it is still very premature due to limited research studies on how various printing parameters affect material distribution in S-3DCP. This study tackles the issue by focusing on the effect of printing parameters, i.e., pumping rate, air injection pressure, nozzle travel speed, and nozzle standoff distance. Firstly, an analytical model was constructed involving a two-stage deposition process, i.e., under-compaction and full-compaction stages. The transition from the first stage to the second one occurred when the predicted section mass reaches critical section mass. The widths and average thicknesses of the sprayed filament were calculated in both stages, and material distribution was described with trapezoid function. Afterwards, a series of single-layer spray experiments was conducted to analyze the effect of printing parameters on material distribution and determine the constants in the proposed analytical model. Finally, the analytical model was validated by multiple-layer spray experiments. The average relative errors in predicting widths and average thicknesses were 15.29% and 9.92%, respectively, which illustrate the effectiveness of the model. The proposed analytical model can help guide the selection of printing parameters for S-3DCP, i.e., choosing suitable printing parameters for desired filament width and thickness. Furthermore, it can be utilized in the feedback control of spray-based 3D printing systems for efficiency improvement. The S-3DCP enhanced by the model has the potential to revolutionize the construction of vertical and overhanging decorative structures, such as customization of profiles, defect repair, and quantitative deposition of functional coatings.

22 References

  1. Bos Freek, Wolfs Robert, Ahmed Zeeshan, Salet Theo (2016-08)
    Additive Manufacturing of Concrete in Construction:
    Potentials and Challenges of 3D Concrete Printing
  2. Chen Yu, Figueiredo Stefan, Li Zhenming, Chang Ze et al. (2020-03)
    Improving Printability of Limestone-Calcined-Clay-Based Cementitious Materials by Using Viscosity-Modifying Admixture
  3. Chen Mingxu, Yang Lei, Zheng Yan, Huang Yongbo et al. (2020-04)
    Yield-Stress and Thixotropy-Control of 3D Printed Calcium-Sulfoaluminate Cement Composites with Metakaolin Related to Structural Build-Up
  4. Gardiner James, Janssen Steven, Kirchner Nathan (2016-07)
    A Realization of a Construction-Scale Robotic System for 3D Printing of Complex Formwork
  5. Gosselin Clément, Duballet Romain, Roux Philippe, Gaudillière-Jami Nadja et al. (2016-03)
    Large-Scale 3D Printing of Ultra-High-Performance Concrete:
    A New Processing Route for Architects and Builders
  6. Kazemian Ali, Yuan Xiao, Cochran Evan, Khoshnevis Behrokh (2017-04)
    Cementitious Materials for Construction-Scale 3D Printing:
    Laboratory Testing of Fresh Printing Mixture
  7. Keating Steven, Leland Julian, Cai Levi, Oxman Neri (2017-04)
    Toward Site-Specific and Self-Sufficient Robotic Fabrication on Architectural-Scales
  8. Khoshnevis Behrokh, Yuan Xiao, Zahiri Behnam, Zhang Jing et al. (2016-08)
    Construction by Contour Crafting Using Sulfur-Concrete with Planetary Applications
  9. Kloft Harald, Krauss Hans-Werner, Hack Norman, Herrmann Eric et al. (2020-05)
    Influence of Process Parameters on the Inter-Layer Bond Strength of Concrete Elements Additive Manufactured by Shotcrete 3D Printing
  10. Lao Wenxin, Li Mingyang, Wong Teck, Tan Ming et al. (2020-02)
    Improving Surface-Finish-Quality in Extrusion-Based 3D Concrete Printing Using Machine-Learning-Based Extrudate-Geometry-Control
  11. Li Victor, Bos Freek, Yu Kequan, McGee Wesley et al. (2020-04)
    On the Emergence of 3D Printable Engineered, Strain-Hardening Cementitious Composites
  12. Lim Sungwoo, Buswell Richard, Le Thanh, Austin Simon et al. (2011-07)
    Developments in Construction-Scale Additive Manufacturing Processes
  13. Lindemann Hendrik, Gerbers Roman, Ibrahim Serhat, Dietrich Franz et al. (2018-09)
    Development of a Shotcrete 3D Printing (SC3DP) Technology for Additive Manufacturing of Reinforced Freeform Concrete Structures
  14. Lu Bing, Qian Ye, Li Mingyang, Weng Yiwei et al. (2019-04)
    Designing Spray-Based 3D Printable Cementitious Materials with Fly-Ash-Cenosphere and Air-Entraining Agent
  15. Ma Guowei, Li Zhijian, Wang Li (2017-12)
    Printable Properties of Cementitious Material Containing Copper-Tailings for Extrusion-Based 3D Printing
  16. Mai (née Dressler) Inka, Freund Niklas, Lowke Dirk (2020-01)
    The Effect of Accelerator Dosage on Fresh Concrete Properties and on Inter-Layer Strength in Shotcrete 3D Printing
  17. Menna Costantino, Mata-Falcón Jaime, Bos Freek, Vantyghem Gieljan et al. (2020-04)
    Opportunities and Challenges for Structural Engineering of Digitally Fabricated Concrete
  18. Perrot Arnaud, Rangeard Damien, Pierre Alexandre (2015-02)
    Structural Build-Up of Cement-Based Materials Used for 3D Printing-Extrusion-Techniques
  19. Salet Theo, Ahmed Zeeshan, Bos Freek, Laagland Hans (2018-05)
    Design of a 3D Printed Concrete Bridge by Testing
  20. Tay Yi, Li Mingyang, Tan Ming (2019-04)
    Effect of Printing Parameters in 3D Concrete Printing:
    Printing Region and Support Structures
  21. Vantyghem Gieljan, Corte Wouter, Shakour Emad, Amir Oded (2020-01)
    3D Printing of a Post-Tensioned Concrete Girder Designed by Topology-Optimization
  22. Zhu Binrong, Pan Jinlong, Nematollahi Behzad, Zhou Zhenxin et al. (2019-07)
    Development of 3D Printable Engineered Cementitious Composites with Ultra-High Tensile Ductility for Digital Construction

54 Citations

  1. Sun Yuhang, Liu Xiongfei, Zhang Yalei, Ma Guowei (2026-03)
    Spray-Based 3D Printed Tunnel Lining Concrete:
    Optimization of Full-Angle Printing Path
  2. Banijamali Kasra, Martin Michael, Mascareñas David, Kazemian Ali (2026-01)
    3D Geometric Measurements of 3D Printed Concrete via Structured Light Machine Vision
  3. Sun Yuhang, Yang Xiaojie, Liu Xiongfei, Ma Guowei et al. (2025-12)
    Coordinated Spray-Based 3D Printing of Reinforced Concrete Structure:
    A Multi-Angle Strategy for Blockage Mitigation
  4. Banijamali Kasra, Martin Michael, Mascareñas David, Kazemian Ali (2025-11)
    Automated Inspection in Robotic 3D Printing:
    In-Process Geometrical Measurements Using Structured Light Machine Vision
  5. Sun Yuhang, Li Chuang, Liu Xiongfei, Wang Li et al. (2025-11)
    Enhancing Sulfate Resistance of Spray-Based 3D Printed Recycled Tunnel Slag Concrete Through Polypropylene Fiber Optimization
  6. Liu Xiongfei, Wang Haonan, Chen Jinnan, Sun Yuhang et al. (2025-11)
    Fiber Orientation Control in Spray-Based 3D Printed Steel Fiber Reinforced Concrete
  7. Dörrie Robin, Lachmayer Lukas, Baghdadi Abtin, David Martin et al. (2025-11)
    Investigation on Process Guidelines and Geometric Capabilities for Robust Shotcrete 3D Printing
  8. Yamakawa Soji, Vazquez-Santiago Kyshalee, Xia Yixuan, Ogura Hiroki et al. (2025-09)
    Concrete Spray 3D Printing Simulator for Nozzle Trajectory Planning
  9. Kiyani Muhammad, Hussain Syed, Emaan Rajja, Kamal Muhammad et al. (2025-08)
    Influence of Process Parameters on 3D Concrete Printing:
    A Step Towards Standardized Approaches
  10. Lin Xing-Tao, Xu Shuhao, Chen Xiangsheng (2025-08)
    Optimization of Building Structures Based on Additive Manufacturing:
    A Review
  11. Flor-Unda Omar, Toapanta Carlos, Fuentes Mauricio, Rivera Mario (2025-07)
    Additive Manufacturing Technologies:
    Advances for the Construction Industry
  12. Zuo Zibo, Huang Yulin, Corte Wouter (2025-06)
    Real-Time Monitoring of Printed Concrete Weight During 3D Concrete Printing to Inversely Assess Process Stability:
    Indicators and Experiments
  13. Hiremath Shivashankarayya, Mathapati Gururaj, Chiniwar Dundesh, Vishwanatha H. (2025-05)
    Performance Evaluation of Cementitious Composites by Designing an Extrusion System for Construction 3D Printing
  14. Mishra Sanjeet, Snehal K., Das B., Chandrasekaran Rajasekaran et al. (2025-05)
    From Printing to Performance:
    A Review on 3D Concrete Printing Processes, Materials, and Life Cycle Assessment
  15. Liu Qiong, Wang Qiming, Sun Chang, Singh Amardeep et al. (2025-04)
    Compressive Performance and Damage Evolution of Concrete Short Columns with Shell-Filling Structure Confined by Continuous Fiber Reinforced 3D Printed Mortar
  16. Chai Hwa, Shiotani Tomoki (2025-03)
    Opening Letter of RILEM TC QPA:
    Quality and Performance Assurance of Additively Manufactured Cementitious Composites by Advanced Non-Invasive Techniques
  17. Liu Xiongfei, Guo Pei, Wang Haonan, Zhang Yi (2025-03)
    Spray-Based 3D Printed Cementitious Electromagnetic Wave Absorption Materials:
    Optimization with Structures Design
  18. Liu Xiongfei, Li Chuang, Guo Pei, Wang Li et al. (2025-02)
    Spray-Based 3D Printed Tunnel Slag Concrete:
    Evaluation for Printability and Mechanical Performance
  19. Sangiorgio Valentino, Floris Ignazio, Duran Dayan (2025-01)
    Unified Integration Approach for Bridging BIM Model to 3D Construction Printing and Scale Prototyping
  20. Khan Mirza, Ahmed Aayzaz, Ali Tariq, Qureshi Muhammad et al. (2024-12)
    Comprehensive Review of 3D Printed Concrete, Life Cycle Assessment, AI and ML Models:
    Materials, Engineered Properties and Techniques for Additive Manufacturing
  21. Zhang Yi, Tao Yaxin, Godinho Jose, Ren Qiang et al. (2024-11)
    Layer Interface Characteristics and Adhesion of 3D Printed Cement-Based Materials Exposed to Post-Printing Temperature Disturbance
  22. Dörfler Kathrin, Dielemans Gido, Leutenegger Stefan, Jenny Ercan et al. (2024-09)
    Advancing Construction in Existing Contexts:
    Prospects and Barriers of 3D Printing with Mobile Robots for Building Maintenance and Repair
  23. Lowke Dirk, Anton Ana-Maria, Buswell Richard, Jenny Ercan et al. (2024-09)
    Digital Fabrication with Concrete Beyond Horizontal Planar Layers
  24. Liu Xiongfei, Cai Huachong, Sun Yuhang, Wang Li et al. (2024-08)
    Spray-Based 3D Printed Foam-Concrete:
    Cooperative Optimization for Lightweight and High-Strength Performance
  25. Shen Jing, Li Yujia, Zhang Xiaoman, Li Yangbo et al. (2024-06)
    Three-Dimensional Printable Concrete by an Ultra-Thin Nozzle and Fully-Sealed Extrusion
  26. González-Fonteboa Belén, Seara-Paz Sindy, Caneda-Martínez Laura (2024-06)
    3D Printing Concrete with Byproducts
  27. Zhuang Zicheng, Xu Fengming, Ye Junhong, Hu Nan et al. (2024-06)
    A Comprehensive Review of Sustainable Materials and Tool-Path-Optimization in 3D Concrete Printing
  28. Lu Bing, Wang Lining, Wang Xiangyu, Tan Ming et al. (2024-04)
    Development of Robotic Sprayable Self-Sensing Cementitious Material for Smart Structural Health Monitoring
  29. Zhang Hanghua, Tan Yanke, Hao Lucen, Zheng Shipeng et al. (2024-02)
    Intelligent Real-Time Quality-Control for 3D Printed Concrete with Near-Nozzle Secondary-Mixing
  30. Liu Xiongfei, Cai Huachong, Ma Guowei, Hou Guanyu (2024-01)
    Spray-Based 3D Concrete Printing-Parameter Design-Model:
    Actionable Insight for High Printing Quality
  31. Duan Zhenhua, Deng Qi, Xiao Jianzhuang, Lv Zhenyuan et al. (2024-01)
    Experimental Realization on Stress-Distribution Monitoring During 3D Concrete Printing
  32. Lu Bing, Li Ziyang, Li Mingyang, Feng Jianhang et al. (2023-11)
    Substitution of Cement by Marine-Clay in Spray-Based 3D Concrete Printing
  33. Tarhan Yeşim, Şahin Remzi (2023-10)
    The Physicomechanical Behavior and Microstructure of Air-Entrained 3D Printable Concrete
  34. Lu Bing, Zhao Huanyu, Li Mingyang, Wong Teck et al. (2023-10)
    MgO/Fluid Catalytic Cracking Ash-Blends for 3D Printing on Vertical Surfaces
  35. Şahin Hatice, Mardani Ali (2023-10)
    How Does Rheological Behavior Affect the Inter-Layer Bonding Strength of 3DPC Mixtures?
  36. David Martin, Freund Niklas, Dröder Klaus, Lowke Dirk (2023-09)
    The Effects of Nozzle-Diameter and Length on the Resulting Strand Properties for Shotcrete 3D Printing
  37. Liu Zhenbang, Li Mingyang, Quah Tan, Wong Teck et al. (2023-09)
    Comprehensive Investigations on the Relationship Between the 3D Concrete Printing Failure Criterion and Properties of Fresh-State Cementitious Materials
  38. Paritala Spandana, Singaram Kailash, Bathina Indira, Khan Mohd et al. (2023-08)
    Rheology and Pumpability of Mix Suitable for Extrusion-Based Concrete 3D Printing:
    A Review
  39. Lu Bing, Li Hongliang, Wong Teck, Qian Shunzhi (2023-08)
    Development of a Functional Cementitious Mixture with Expanded Graphite for Automated Spray Construction
  40. Tu Haidong, Wei Zhenyun, Bahrami Alireza, Kahla Nabil et al. (2023-06)
    Recent Advancements and Future Trends in 3D Printing Concrete Using Waste-Materials
  41. Yang Xinrui, Lakhal Othman, Belarouci Abdelkader, Youcef-Toumi Kamal et al. (2023-06)
    Experimental Workflow Implementation for Automatic Detection of Filament-Deviation in 3D Robotic Printing Process
  42. Şahin Hatice, Mardani Ali (2023-02)
    Mechanical Properties, Durability Performance and Inter-Layer Adhesion of 3DPC Mixtures:
    A State‐of‐the‐art Review
  43. Liu Xiongfei, Li Jixiang, Li Qi, Hou Gunayu (2022-11)
    Mechanical Performance Optimization in Spray-Based Three-Dimensional-Printed Mortar Using Carbon-Fiber
  44. Lachmayer Lukas, Böhler David, Freund Niklas, Mai (née Dressler) Inka et al. (2022-11)
    Modelling the Influence of Material and Process Parameters on Shotcrete 3D Printed Strands:
    Cross-Section Adjustment for Automatic Robotic Manufacturing
  45. Li Mingyang, Weng Yiwei, Liu Zhixin, Zhang Dong et al. (2022-09)
    Optimizing of Chemical Admixtures for 3D Printable Cementitious Materials by Central Composite Design
  46. Lu Bing, Li Mingyang, Wong Teck, Qian Shunzhi (2022-09)
    Spray-Based 3D Concrete Printing with Calcium and Polymeric Additives:
    A Feasibility Study
  47. Jenny Ercan, Mitterberger Daniela, Lloret-Fritschi Ena, Vasey Lauren et al. (2022-09)
    Robotic On-Site Adaptive Thin-Layer Printing:
    Challenges and Workflow for Design and Fabrication of Bespoke Cementitious Plasterwork at Full-Architectural-Scale
  48. Liu Xiongfei, Li Qi, Wang Fang, Ma Guowei (2022-07)
    Systematic Approach for Printability Evaluation and Mechanical Property Optimization of Spray-Based 3D Printed Mortar
  49. Farahbakhsh Mehdi, Rybkowski Zofia, Zakira Umme, Kalantar Negar et al. (2022-07)
    Impact of Robotic 3D Printing Process Parameters on Inter-Layer Bond Strength
  50. Jenny Ercan, Lloret-Fritschi Ena, Jenny David, Sounigo Eliott et al. (2022-06)
    Robotic Plaster Spraying:
    Crafting Surfaces with Adaptive Thin-Layer Printing
  51. Liu Xiongfei, Li Qi, Li Jixiang (2022-04)
    Shrinkage and Mechanical Properties Optimization of Spray-Based 3D Printed Concrete by PVA-Fiber
  52. Yang Shutong, Lan Tian, Sun Zhongke, Xu Mingqi et al. (2022-03)
    A Predictive Model to Determine Tensile Strength and Fracture-Toughness of 3D Printed Fiber-Reinforced Concrete Loaded in Different Directions
  53. Dey Dhrutiman, Srinivas Dodda, Panda Biranchi, Suraneni Prannoy et al. (2022-02)
    Use of Industrial Waste-Materials for 3D Printing of Sustainable Concrete:
    A Review
  54. Heidarnezhad Fatemeh, Zhang Qian (2022-01)
    Shotcrete-Based 3D Concrete Printing:
    State of Art, Challenges, and Opportunities

BibTeX 
@article{lu_li_wong_qian.2021.EoPPoMDiSB3CPS3,
  author            = "Bing Lu and Mingyang Li and Teck Neng Wong and Shunzhi Qian",
  title             = "Effect of Printing Parameters on Material-Distribution in Spray-Based 3D Concrete Printing (S-3DCP)",
  doi               = "10.1016/j.autcon.2021.103570",
  year              = "2021",
  journal           = "Automation in Construction",
  volume            = "124",
}
Formatted Citation

B. Lu, M. Li, T. N. Wong and S. Qian, “Effect of Printing Parameters on Material-Distribution in Spray-Based 3D Concrete Printing (S-3DCP)”, Automation in Construction, vol. 124, 2021, doi: 10.1016/j.autcon.2021.103570.

Lu, Bing, Mingyang Li, Teck Neng Wong, and Shunzhi Qian. “Effect of Printing Parameters on Material-Distribution in Spray-Based 3D Concrete Printing (S-3DCP)”. Automation in Construction 124 (2021). https://doi.org/10.1016/j.autcon.2021.103570.