Skip to content

Volume Flow-Based Process-Control for Robotic Additive Manufacturing-Processes in Construction (2023-08)

10.1109/case56687.2023.10260620

 Lachmayer Lukas, Müller Nico, Herlyn Thilo,  Raatz Annika
Contribution - Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, pp. 1-6

Abstract

Additive manufacturing of concrete components represents an innovative approach to facing today's challenges in construction. However, the reproducibility of concrete-based additive manufacturing processes leaves much to be desired since the geometry of the printed strand is unpredictably affected by environmental influences, material shrinkage, and process flow characteristics. Especially during the manufacturing of large-scale components, the slightest deviation between as-planned and as-printed layer height stacks up. It leads to substantial discrepancies between the designed and printed component. Divergence is even worse when spraying the material instead of extruding since underestimating the layer height lowers the application level within the spray cone, leading to a widened but even more flattened strand in each layer. An online process control can increase the accuracy of additive manufacturing by compensating for such deviations during printing. This paper aims to implement a process control algorithm to compensate for the above-mentioned deviations by adjusting the material volume flow. A 2D laser scanner runs ahead of the printing nozzle to gain exact information on layer height deviations. The error can be calculated and compensated by comparing the real-time information on the actual layer height and the target height set during path planning. As an alternative additive manufacturing process for concrete components, a sprayable insulation foam test setup reduces the effort required to experiment with concrete. The developed process control algorithm was used to 3D print an object of 1 m height. In addition, the influence of different controller settings on the process was investigated. Results show a significant process stability improvement when printing with the proposed control approach.

10 References

  1. Buswell Richard, Silva Wilson, Jones Scott, Dirrenberger Justin (2018-06)
    3D Printing Using Concrete-Extrusion:
    A Roadmap for Research
  2. Ibrahim Serhat, Olbrich Alexander, Lindemann Hendrik, Gerbers Roman et al. (2018-02)
    Automated Additive Manufacturing of Concrete Structures without Formwork:
    Concept for Path-Planning
  3. Kloft Harald, Gehlen Christoph, Dörfler Kathrin, Hack Norman et al. (2021-01)
    TRR 277:
    Additive Manufacturing in Construction
  4. Kloft Harald, Gehlen Christoph, Dörfler Kathrin, Hack Norman et al. (2021-06)
    TRR 277:
    Additive Manufacturing in Construction
  5. Lachmayer Lukas, Dörrie Robin, Kloft Harald, Raatz Annika (2021-11)
    Automated Shotcrete 3D Printing:
    Printing Interruption for Extended Component Complexity
  6. Lachmayer Lukas, Dörrie Robin, Kloft Harald, Raatz Annika (2022-06)
    Process-Control for Additive Manufacturing of Concrete Components
  7. Lachmayer Lukas, Ekanayaka Virama, Hürkamp André, Raatz Annika (2021-11)
    Approach to an Optimized Printing Path for Additive Manufacturing in Construction Utilizing FEM Modeling
  8. Li Zhanzhao, Hojati Maryam, Wu Zhengyu, Piasente Jonathon et al. (2020-07)
    Fresh and Hardened Properties of Extrusion-Based 3D Printed Cementitious Materials:
    A Review
  9. Lowke Dirk, Dini Enrico, Perrot Arnaud, Weger Daniel et al. (2018-07)
    Particle-Bed 3D Printing in Concrete Construction:
    Possibilities and Challenges
  10. Wangler Timothy, Lloret-Fritschi Ena, Reiter Lex, Hack Norman et al. (2016-10)
    Digital Concrete:
    Opportunities and Challenges

9 Citations

  1. Yamakawa Soji, Vazquez-Santiago Kyshalee, Xia Yixuan, Ogura Hiroki et al. (2025-09)
    Concrete Spray 3D Printing Simulator for Nozzle Trajectory Planning
  2. Mawas Karam, Maboudi Mehdi, Gerke Markus (2025-09)
    A Review on Geometry and Surface Inspection in 3D Concrete Printing
  3. Versteege Jelle, Wolfs Robert, Salet Theo (2025-06)
    Data-Driven Additive Manufacturing with Concrete - Enhancing In-Line Sensory Data with Domain Knowledge:
    Part II: Moisture and Heat
  4. Dörrie Robin, Gantner Stefan, Amiri Fatemeh, Lachmayer Lukas et al. (2025-04)
    From Digital to Real:
    Optimised and Functionally Integrated Shotcrete 3D Printing Elements for Multi-Storey Structures
  5. Versteege Jelle, Wolfs Robert, Salet Theo (2025-02)
    Data-Driven Additive Manufacturing with Concrete - Enhancing In-Line Sensory Data with Domain Knowledge:
    Part I: Geometry
  6. Lachmayer Lukas, Recker Tobias, Ekanayaka Virama, Hürkamp André et al. (2024-10)
    Multi-Model-Based Additive Manufacturing:
    A Framework for Automated Large-Scale 3D Concrete Printing with Industrial Robots
  7. 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
  8. Lachmayer Lukas, Quantz Jelle, Heeren Hauke, Recker Tobias et al. (2024-09)
    A Spatial Multi-Layer Control-Concept for Strand-Geometry-Control in Robot-Based Additive Manufacturing-Processes
  9. Lachmayer Lukas, Dittrich Lars, Recker Tobias, Dörrie Robin et al. (2024-06)
    In-Line Image-Based Reinforcement Detection for Concrete Additive Manufacturing Processes Using a Convolutional Neural Network

BibTeX
@inproceedings{lach_mull_herl_raat.2023.VFBPCfRAMPiC,
  author            = "Lukas Lachmayer and Nico Müller and Thilo Herlyn and Annika Raatz",
  title             = "Volume Flow-Based Process-Control for Robotic Additive Manufacturing-Processes in Construction",
  doi               = "10.1109/case56687.2023.10260620",
  year              = "2023",
  pages             = "1--6",
  booktitle         = "Proceedings of the 19th IEEE International Conference on Automation Science and Engineering",
}
Formatted Citation

L. Lachmayer, N. Müller, T. Herlyn and A. Raatz, “Volume Flow-Based Process-Control for Robotic Additive Manufacturing-Processes in Construction”, in Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023, pp. 1–6. doi: 10.1109/case56687.2023.10260620.

Lachmayer, Lukas, Nico Müller, Thilo Herlyn, and Annika Raatz. “Volume Flow-Based Process-Control for Robotic Additive Manufacturing-Processes in Construction”. In Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 1–6, 2023. https://doi.org/10.1109/case56687.2023.10260620.