Human-robot collaborative construction system for shotcrete digitization and automation through advanced perception, cognition, mobility and additive manufacturing skills

HORIZON.2.4HORIZON-RIAID: 101058731
EC Contribution
€89,593
Consortium Size
20 orgs
Summary

RobetArme will deliver a human-robot collaborative construction system for the automation of shotcrete (i.e. concrete spray casting), which is an emerging technology in construction domain. A multitasking Inspection-Reconnaissance mobile manipulator-IRR (ROB) will fuse the latest Geotechnical models (BIM/CIM) (DTT), high-density visual data and semantic SLAM (CERTH) representations to automate modelling and fast reconstruction (DTU) of the surface to be shotcreted. IRR will facilitate rebar reinforcement through metal additive manufacturing (ANIMA) capitalizing on its precise repair skills (EPFL). The Shotcrete and Finishing mobile manipulator ?SFR (COBOD) will apply dexterous concrete placement through closed-loop visual guidance methods, suitable for turbid conditions (KUL). Concrete mix-design and study on innovative reinforced cementitious materials (TITAN) will contribute to the reduction of materials? and water waste during shotcrete. The SFR robot equipped with universal tool changing (ROB) will also automate the surface finishing step through delicate and human-like robot manipulations, enabled from a safety operation toolkit that includes physical human-robot collaboration and human-aware navigation (CERTH). A Digital Twin (DTT) coupled with simulation tools (SDU), advanced decision making (ICE) and task planning (CERTH) skills will facilitate fast and greener shotcrete automation. RobetArme will be evaluated (DS4) on four diverse construction sites, i.e. tunnels/culverts (BYCN), bridges posttensioned boxes (ARUP), beams & piles of buildings (CEAS) and ground support walls (BYCN), assessing its autonomous shotcreting abilities. RobetArme will substantially increase the repair/maintenance automation, will foster adoption of robots in Construction 4.0 era (EFF), while it will increase construction productivity providing flexibility to the maintenance personnel, contribution to standards (UNI) and better quality to their workplaces (MORE).

Consortium (20)

Project Results (54)

Source: CORDIS, the EU research results database.

Publications (18)
AREPO: Uncertainty-Aware Robot Ensemble Learning Under Extreme Partial Observability
IEEE Robotics and Automation Letters· 2025DOI
Yurui Du, Louis Hanut, Herman Bruyninckx, Renaud Detry
Exploring Planning of Redistribution Trajectories for Profile Grading in Amorphous Materials
· 2025
Hanut L, Du Y, Detry R, Bruyninckx H
Robotic Framework for Iterative and Adaptive Profile Grading of Sand
· 2025DOI
LHanut L, Du Y, Vande Moere A, Detry R, Bruyninckx H
Segmentation dataset for reinforced concrete construction
Automation in Construction· 2025DOI
Patrick Schmidt, Lazaros Nalpantidis
Real-time 3D Reconstruction Adapted for Robotic Applications in Construction SitesShotcrete Guidance in Harsh Environments with Uncertainty-Aware Reinforcement Learning
· 2024DOI
Katsatos, D.; Alexiou, D.; Kontodina, T.; Kostavelis, I.; Giakoumis, D.; Tzovaras, D
RoBétArmé Project: Human-robot collaborative construction system for shotcrete digitization and automation through advanced perception, cognition, mobility and additive manufacturing skills
Open Research Europe· 2024DOI
I. Kostavelis, L, Nalpantidis, R. Detry, H. Bruyninckx, A. Billard, S. Christian, M. Bosch, K. Andronikidis, H. Lund-Nielsen, P. Yosefipor, U. Wajid, R. Tomar, F. L. Martínez, F. Fugaroli, D. Papargyriou, N. Mehandjiev, G. Bhullar, E. Gonçalves, J. Bentze
Semantic 3D Reconstruction for Volumetric Modeling of Defects in Construction Sites
Robotics· 2024DOI
Dimitrios Katsatos, Paschalis Charalampous, Patrick Schmidt, Ioannis Kostavelis, Dimitrios Giakoumis, Lazaros Nalpantidis, Dimitrios Tzovaras
Shotcrete Guidance in Harsh Environments with Uncertainty-Aware Reinforcement Learning
ICRA 2024· 2024
Yurui Du , Louis Hanut, Herman Bruyninckx , Renaud Detry
Skill-based Layered Control Architecture for the Robotic Manipulation of Amorphous Materials
· 2024
L.Hanut L, Du Y, Detry R, Bruyninckx H
SteeredMarigold: Steering Diffusion Towards Depth Completion of Largely Incomplete Depth Maps
· 2024DOI
Jakub Gregorek, Lazaros Nalpantidis
Toward shotcrete process simulation to support robotic operation
Proceedings of the International Symposium on Automation and Robotics in Construction (IAARC), Proceedings of the 41st International Symposium on Automation and Robotics in Construction· 2024DOI
Mohammad Reza Yazdi Samadi, Ralf Waspe, Christian Schlette
Towards autonomous shotcrete construction: semantic 3D reconstruction for concrete deposition using stereo vision and deep learning
Proceedings of the International Symposium on Automation and Robotics in Construction (IAARC), Proceedings of the 41st International Symposium on Automation and Robotics in Construction· 2024DOI
Patrick Schmidt, Dimitrios Katsatos, Dimitrios Alexiou, Ioannis Kostavelis, Dimitrios Giakoumis, Dimitrios Tzovaras, Lazaros Nalpantidis
Transferring Shotcrete Skills to Robots
2024 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob)· 2024DOI
Rui Wu, Soheil Gholami, Tristan Bonato, Louis Munier, Aude Billard
Adaptive BIM/CIM for Digital Twining of Automated Shotcreting Process
· 2023DOI
Rehan Khan, Rahul Tomar
APTE Techno
· 2023
Soledad Díaz Campos
Cognitive Fusion-based Path Planning for UAV Inspection of Power Towers
2023 IEEE International Conference on Imaging Systems and Techniques (IST 2023), Copenhagen, Denmark· 2023DOI
Alexiou, D.; Tsiakas, K.; Zampokas, G.; Skartados, E.; Tzanakis, I.; Roussos, N.; Kostavelis, I.; Giakoumis, D.; Gasteratos, A.; Tzovaras, D.
Comparative Study of Surface 3D Reconstruction Methods Applied in Construction Sites
· 2023DOI
atsatos, D.; Alexiou, D.; Kontodina, T.; Chatzikonstantinou, I.; Kostavelis, I.; Giakoumis, D.; Tzovaras, D.
Leveraging Multimodal Sensing and Topometric Mapping for Human-Like Autonomous Navigation in Complex Environments
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)· 2023DOI
Tsiakas, K.; Alexiou, D.; Giakoumis, D.; Gasteratos, A.; Tzovaras, D.
Deliverables (35)
Websites, patent fillings, videos etc.
Other Results (1)
Periodic Reporting for period 2 - RobetArme (Human-robot collaborative construction system for shotcrete digitization and automation through advanced perception, cognition, mobility and additive manufacturing skills)