Skip to content

Toward Site-Specific and Self-Sufficient Robotic Fabrication on Architectural-Scales (2017-04)

10.1126/scirobotics.aam8986

 Keating Steven, Leland Julian,  Cai Levi,  Oxman Neri
Journal Article - Science Robotics, Vol. 2, Iss. 5

Abstract

Contemporary construction techniques are slow, labor-intensive, dangerous, expensive, and constrained to primarily rectilinear forms, often resulting in homogenous structures built using materials sourced from centralized factories. To begin to address these issues, we present the Digital Construction Platform (DCP), an automated construction system capable of customized on-site fabrication of architectural-scale structures using real-time environmental data for process control. The system consists of a compound arm system composed of hydraulic and electric robotic arms carried on a tracked mobile platform. An additive manufacturing technique for constructing insulated formwork with gradient properties from dynamic mixing was developed and implemented with the DCP. As a case study, a 14.6-m-diameter, 3.7-m-tall open dome formwork structure was successfully additively manufactured on site with a fabrication time under 13.5 hours. The DCP system was characterized and evaluated in comparison with traditional construction techniques and existing large-scale digital construction research projects. Benefits in safety, quality, customization, speed, cost, and functionality were identified and reported upon. Early exploratory steps toward self-sufficiency-including photovoltaic charging and the sourcing and use of local materials-are discussed along with proposed future applications for autonomous construction.

11 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. Helm Volker, Jenny Ercan, Gramazio Fabio, Kohler Matthias (2012-10)
    Mobile Robotic Fabrication on Construction Sites:
    DimRob
  3. Hwang Dooil, Khoshnevis Behrokh (2004-09)
    Concrete Wall Fabrication by Contour Crafting
  4. Keating Steven, Oxman Neri (2013-06)
    Compound Fabrication:
    A Multi-Functional Robotic Platform for Digital Design and Fabrication
  5. Keating Steven, Spielberg Nathan, Klein John, Oxman Neri (2014-05)
    A Compound Arm Approach to Digital Construction:
    A Mobile Large-Scale Platform for On-Site Sensing, Design, and Digital Fabrication
  6. Khoshnevis Behrokh (2003-11)
    Automated Construction by Contour Crafting:
    Related Robotics and Information Technologies
  7. Labonnote Nathalie, Rønnquist Anders, Manum Bendik, Rüther Petra (2016-09)
    Additive Construction:
    State of the Art, Challenges and Opportunities
  8. Le Thanh, Austin Simon, Lim Sungwoo, Buswell Richard et al. (2012-01)
    Mix-Design and Fresh Properties for High-Performance Printing Concrete
  9. Leach Neil, Carlson Anders, Khoshnevis Behrokh, Thangavelu Madhu (2012-09)
    Robotic Construction by Contour Crafting:
    The Case of Lunar Construction
  10. Lim Sungwoo, Buswell Richard, Le Thanh, Austin Simon et al. (2011-07)
    Developments in Construction-Scale Additive Manufacturing Processes
  11. Lim Sungwoo, Buswell Richard, Valentine Philip, Piker Daniel et al. (2016-06)
    Modelling Curved-Layered Printing Paths for Fabricating Large-Scale Construction Components

71 Citations

  1. Sahu Akshay, Panda Biranchi (2025-11)
    An Additive Manufacturing-Oriented Design Approach for Digital Construction
  2. Ke Zhijiang, Li Zichang, Chen Zhengfei, Xu Yao et al. (2025-10)
    Technological Advancements and Challenges of Robotic Arm-Based 3D Printing for Hydraulic Tunnel Lining
  3. Lopes de Aquino Brasil Alexander, Carmo Pena (2025-09)
    A Systematic Review of Robotic Additive Manufacturing Applications in Architecture, Engineering, and Construction
  4. Murtaza Ghulam, Baldinelli Giorgio (2025-08)
    Revolutionizing Architecture:
    3D Printing in Large Construction Industry and Strategic Innovations for Enhanced Performance
  5. 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
  6. Liang Jingwen, Zeng Zuo, Wang Penglin, Wang Zhongxu et al. (2025-07)
    Emergency Response Mobile 3D Printing System:
    A Case Study in Rapid Manufacturing of Polyurethane Foam Bridges
  7. Zhang Yuying, Zhu Xiaohong, Li Muduo, Zhang Chao et al. (2025-04)
    3D Printing Technology in Concrete Construction
  8. Zuo Zibo, Zhang Yamei, Li Jin, Huang Yulin et al. (2025-03)
    Systematic Workflow for Digital Design and On-Site 3D Printing of Large Concrete Structures:
    A Case Study of a Full-Size Two-Story Building
  9. Zavaleta Diana, Quispe Axcel, Rojas Omar, Silva Guido et al. (2025-02)
    3D-Printing of a Basic Housing Unit Prototype Using Earthen-Based Matrices Stabilized with Rice Husk Fibers
  10. Dams Barrie, Chen Binling, Kaya Yusuf, Shepherd Paul et al. (2024-11)
    The Rise of Aerial Additive Manufacturing in Construction:
    A Review of Material Advancements
  11. Li Shuai, Lan Tian, Nguyen Hung-Xuan, Tran Jonathan (2024-10)
    Frontiers in Construction 3D Printing:
    Self-Monitoring, Multi-Robot, Drone-Assisted Processes
  12. Curth Alexander, Pearl Natalie, Wissemann Emily, Cousin Tim et al. (2024-09)
    EarthWorks:
    Zero-Waste 3D Printed Earthen Formwork for Shape-Optimized, Reinforced Concrete Construction
  13. Alotaibi Badr, Ibrahim Shema Abdulsalam, Umar Ibrahim Abdullahi, Awad Abuhussain Mohammed et al. (2024-08)
    Assimilation of 3D Printing, Artificial Intelligence and Internet of Things for the Construction of Eco-Friendly Intelligent Homes:
    An Explorative Review
  14. Aghaee Kamran, Li Linfei, Roshan Alireza, Namakiaraghi Parsa (2024-08)
    Additive Manufacturing Evolution in Construction:
    From Individual Terrestrial to Collective, Aerial, and Extraterrestrial Applications
  15. Zuo Zibo, Corte Wouter, Huang Yulin, Chen Xiaoming et al. (2024-05)
    Strategies Towards Large-Scale 3D Printing Without Size-Constraints
  16. Hassan Habibelrahman, Rodriguez-Ubinas Edwin, Tamimi Adil, Trepci Esra et al. (2024-04)
    Towards Innovative and Sustainable Buildings:
    A Comprehensive Review of 3D Printing in Construction
  17. Dams Barrie, Chen Binling, Kaya Yusuf, Orr Lachlan et al. (2024-03)
    Fresh Properties and Autonomous Deposition of Pseudoplastic Cementitious Mortars for Aerial Additive Manufacturing
  18. Kaya Yusuf, Orr Lachlan, Kocer Basaran, Kovac Mirko (2023-12)
    Aerial Repair and Aerial Additive Manufacturing
  19. Dams Barrie, Shepherd Paul, Ball Richard (2023-11)
    Development and Performance Evaluation of Fibrous Pseudoplastic Quaternary Cement Systems for Aerial Additive Manufacturing
  20. Bedarf Patrick, Szabó Anna, Zanini Michele, Dillenburger Benjamin (2023-11)
    Robotic 3D Printing of Geopolymer Foam for Lightweight and Insulating Building Elements
  21. Fernández Fernando, Jarabo Rocío, Asensio Eloy, Guerrero Ana (2023-09)
    Non-Destructive Tests to Evaluate the Self-Healing Capacity for a 3D Printing ECC Material
  22. Ramani Ayyagari, Chen Qian, Soto Borja (2023-08)
    Quantifying the Impact of Concrete 3D Printing on the Construction Supply Chain
  23. Kazemian Ali, Giwa Ilerioluwa, Ekenel Mahmut (2023-06)
    Large-Scale Additive Manufacturing for Automated Construction:
    An Overview
  24. Leschok Matthias, Cheibas Ina, Piccioni Valeria, Seshadri Bharath et al. (2023-05)
    3D Printing Facades:
    Design, Fabrication, and Assessment Methods
  25. Tahmasebinia Faham, Jabbari Amir, Skrzypkowski Krzysztof (2023-03)
    The Application of Finite Element Simulation and 3D Printing in Structural Design Within Construction Industry 4.0
  26. Bedarf Patrick, Calvo Barentin Cristian, Schulte Dinorah, Şenol Ayça et al. (2023-02)
    Mineral Composites:
    Stay-in-Place Formwork for Concrete Using Foam 3D Printing
  27. Baigarina Akerke, Shehab Essam, Ali Md. (2023-02)
    Construction 3D Printing:
    A Critical Review and Future Research-Directions
  28. Bazli Milad, Ashrafi Hamed, Rajabipour Ali, Kutay Cat (2023-02)
    3D Printing for Remote Housing:
    Benefits and Challenges
  29. Raphael Benny, Senthilnathan Shanmugaraj, Patel Abhishek, Bhat Saqib (2023-01)
    A Review of Concrete 3D Printed Structural Members
  30. Dams Barrie, Chen Binling, Shepherd Paul, Ball Richard (2023-01)
    Development of Cementitious Mortars for Aerial Additive Manufacturing
  31. Puzatova (nee Sharanova) Anastasiia, Shakor Pshtiwan, Laghi Vittoria, Dmitrieva Maria (2022-11)
    Large-Scale 3D Printing for Construction Application by Means of Robotic Arm and Gantry 3D Printer:
    A Review
  32. Patterson Albert, Vajipeyajula Bhaskar, Norris William (2022-10)
    System Architecture and Design Parameters for Extrusion-Based Autonomous Construction Systems
  33. Zhang Ketao, Chermprayong Pisak, Xiao Feng, Tzoumanikas Dimos et al. (2022-09)
    Aerial Additive Manufacturing with Multiple Autonomous Robots
  34. Žujović Maša, Obradović Radojko, Rakonjac Ivana, Milošević Jelena (2022-08)
    3D Printing Technologies in Architectural Design and Construction:
    A Systematic Literature Review
  35. Khosravani Mohammad, Haghighi Azadeh (2022-08)
    Large-Scale Automated Additive Construction:
    Overview, Robotic Solutions, Sustainability, and Future Prospect
  36. Dielemans Gido, Lachmayer Lukas, Recker Tobias, Atanasova Lidia et al. (2022-06)
    Mobile Additive Manufacturing:
    A Case Study of Clay Formwork for Bespoke In-Situ Concrete Construction
  37. Dörfler Kathrin, Dielemans Gido, Lachmayer Lukas, Recker Tobias et al. (2022-06)
    Additive Manufacturing Using Mobile Robots:
    Opportunities and Challenges for Building Construction
  38. Won Daeyoun, Hwang Bon-Gang, Chi Seokho, Kor Ju (2022-05)
    Adoption of Three-Dimensional Printing Technology in Public Housing in Singapore:
    Drivers, Challenges, and Strategies
  39. Bedarf Patrick, Szabó Anna, Zanini Michele, Heusi Alex et al. (2022-04)
    Robotic 3D Printing of Mineral Foam for a Lightweight Composite Concrete Slab
  40. Buswell Richard, Xu Jie, Becker Daniel, Dobrzanski James et al. (2022-04)
    Geometric Quality Assurance for 3D Concrete Printing and Hybrid Construction Manufacturing Using a Standardised Test Part for Benchmarking Capability
  41. Guamán-Rivera Robert, Martínez-Rocamora Alejandro, García-Alvarado Rodrigo, Muñoz-Sanguinetti Claudia et al. (2022-02)
    Recent Developments and Challenges of 3D Printed Construction:
    A Review of Research Fronts
  42. Pasco Jubert, Lei Zhen, Aranas Clodualdo (2022-01)
    Additive Manufacturing in Off-Site Construction:
    Review and Future Directions
  43. Amran Mugahed, Abdelgader Hakim, Onaizi Ali, Fediuk Roman et al. (2021-12)
    3D Printable Alkali-Activated Concretes for Building Applications:
    A Critical Review
  44. Tam Vo, Hien Do, Luan Phan, Tran Van et al. (2021-11)
    3D Concrete Printing-Material:
    Preliminary Study
  45. Graser Konrad, Kahlert Aniko, Hall Daniel (2021-10)
    DFAB HOUSE:
    Implications of a Building-Scale Demonstrator for Adoption of Digital Fabrication in AEC
  46. Bedarf Patrick, Dutto Alessandro, Zanini Michele, Dillenburger Benjamin (2021-08)
    Foam 3D Printing for Construction:
    A Review of Applications, Materials, and Processes
  47. Farahbakhsh Mehdi, Borhani Alireza, Kalantar Negar, Rybkowski Zofia (2021-07)
    PRINT in PRINT:
    A Nested Robotic Fabrication-Strategy for 3D Printing Dissolvable Formwork of a Stackable Column
  48. Xiao Jianzhuang, Ji Guangchao, Zhang Yamei, Ma Guowei et al. (2021-06)
    Large-Scale 3D Printing Concrete Technology:
    Current Status and Future Opportunities
  49. Pacillo Gerardo, Ranocchiai Giovanna, Loccarini Federica, Fagone Mario (2021-05)
    Additive Manufacturing in Construction:
    A Review on Technologies, Processes, Materials, and Their Applications of 3D and 4D Printing
  50. Chung Jihoon, Lee Ghang, Kim Jung-Hoon (2021-04)
    Framework for Technical Specifications of 3D Concrete Printers
  51. Dielemans Gido, Briels David, Jaugstetter Fabian, Henke Klaudius et al. (2021-04)
    Additive Manufacturing of Thermally Enhanced Lightweight Concrete Wall Elements with Closed Cellular Structures
  52. Bedarf Patrick, Schulte Dinorah, Şenol Ayça, Jeoffroy Etienne et al. (2021-04)
    Robotic 3D Printing of Mineral Foam for a Lightweight Composite Facade Shading Panel
  53. Pessoa Ana Sofia, Guimarães Ana, Lucas Sandra, Simões Nuno (2021-02)
    3D Printing in the Construction Industry:
    A Systematic Review of the Thermal Performance in Buildings
  54. Lu Bing, Li Mingyang, Wong Teck, Qian Shunzhi (2021-02)
    Effect of Printing Parameters on Material-Distribution in Spray-Based 3D Concrete Printing (S-3DCP)
  55. Vespalec Arnošt, Novák Josef, Kohoutková Alena, Vosynek Petr et al. (2020-11)
    Interface Behavior and Interface Tensile Strength of a Hardened Concrete Mixture with a Coarse Aggregate for Additive Manufacturing
  56. Chung Jihoon, Lee Ghang, Kim Jung-Hoon (2020-10)
    A Systematic Review of the Geographic and Chronological Distributions of 3D Concrete Printers from 1997 to 2020
  57. Xu Xuchu, Wang Ruoyu, Cao Qiming, Feng Chen (2020-10)
    Towards 3D-Perception and Closed-Loop-Control for 3D Construction Printing
  58. Buswell Richard, Silva Wilson, Bos Freek, Schipper Roel et al. (2020-05)
    A Process Classification Framework for Defining and Describing Digital Fabrication with Concrete
  59. Tiryaki Mehmet, Zhang Xu, Pham Quang-Cuong (2019-11)
    Printing-While-Moving:
    A New Paradigm for Large-Scale Robotic 3D Printing
  60. Paolini Alexander, Kollmannsberger Stefan, Rank Ernst (2019-10)
    Additive Manufacturing in Construction:
    A Review on Processes, Applications, and Digital Planning Methods
  61. Dörfler Kathrin, Hack Norman, Sandy Timothy, Giftthaler Markus et al. (2019-09)
    Mobile Robotic Fabrication Beyond Factory Conditions:
    Case Study Mesh Mould Wall of the DFAB HOUSE
  62. Bhardwaj Abhinav, Jones Scott, Kalantar Negar, Pei Zhijian et al. (2019-06)
    Additive Manufacturing Processes for Infrastructure Construction:
    A Review
  63. Urhal Pinar, Weightman Andrew, Diver Carl, Bartolo Paulo (2019-05)
    Robot-Assisted Additive Manufacturing:
    A Review
  64. Craveiro Flávio, Duarte José, Bártolo Helena, Bartolo Paulo (2019-04)
    Additive Manufacturing as an Enabling Technology for Digital Construction:
    A Perspective on Construction 4.0
  65. Lu Bing, Weng Yiwei, Li Mingyang, Qian Ye et al. (2019-02)
    A Systematical Review of 3D Printable Cementitious Materials
  66. Holt Camille, Edwards Laurie, Keyte Louise, Moghaddam Farzad et al. (2019-02)
    Construction 3D Printing
  67. Subrin Kévin, Bressac Thomas, Garnier Sébastien, Ambiehl Alexandre et al. (2018-09)
    Improvement of the Mobile Robot Location Dedicated for Habitable House Construction by 3D Printing
  68. Zhang Xu, Li Mingyang, Lim Jian, Weng Yiwei et al. (2018-08)
    Large-Scale 3D Printing by a Team of Mobile Robots
  69. Bhardwaj Abhinav, Zou Na, Pei Zhijian (2018-06)
    Additive Manufacturing for Civil Infrastructure Design and Construction:
    Current State and Gaps
  70. Yin Hongxi, Qu Ming, Zhang Haiyan, Lim YeChan (2018-04)
    3D Printing and Buildings:
    A Technology Review and Future Outlook
  71. Soltan Daniel, Li Victor (2018-03)
    A Self-Reinforced Cementitious Composite for Building-Scale 3D Printing

BibTeX
@article{keat_lela_cai_oxma.2017.TSSaSSRFoAS,
  author            = "Steven J. Keating and Julian C. Leland and Levi Cai and Neri Oxman",
  title             = "Toward Site-Specific and Self-Sufficient Robotic Fabrication on Architectural-Scales",
  doi               = "10.1126/scirobotics.aam8986",
  year              = "2017",
  journal           = "Science Robotics",
  volume            = "2",
  number            = "5",
}
Formatted Citation

S. J. Keating, J. C. Leland, L. Cai and N. Oxman, “Toward Site-Specific and Self-Sufficient Robotic Fabrication on Architectural-Scales”, Science Robotics, vol. 2, no. 5, 2017, doi: 10.1126/scirobotics.aam8986.

Keating, Steven J., Julian C. Leland, Levi Cai, and Neri Oxman. “Toward Site-Specific and Self-Sufficient Robotic Fabrication on Architectural-Scales”. Science Robotics 2, no. 5 (2017). https://doi.org/10.1126/scirobotics.aam8986.