From Single Platforms Towards Coordinated Fleets: Safety- and Security-Bounded Autonomous Multi-Robot Systems for Nuclear Decommissioning in Europe

Europe’s ageing nuclear fleet creates a growing need for repeated radiological characterisation of contaminated, GPS-denied facilities where human access must be kept to a minimum. However, most deployed robotic systems remain limited to a single platform with a narrow task range. Methods: Building on two earlier conference papers by the authors, this article presents the design, safety engineering and initial field evaluation of the EURATOM project XS-ABILITY, tracing how previous European projects shaped its architecture. The system combines legged, wheeled, rail-based and caged aerial robots equipped with gamma/neutron and beta/gamma instruments. The platforms are coordinated through a ROS 2 architecture supporting distributed SLAM, energy-aware task allocation, risk-aware navigation and a radiological digital twin. A safety and conformity framework consolidates machinery, radiation protection, aviation, cybersecurity and AI regulations, with constraints enforced by a supervisory controller. Results: A campaign at the BR1 and BR3 facilities of SCK CEN, Belgium, in April 2026 evaluated a single wheeled ground platform against criteria fixed before deployment. Radiological and pose streams were paired with a median offset of −8.6 ms and no detectable message loss; LiDAR-only localisation was maintained over a 76 m traverse with the accumulated trajectory error bounded at 0.15 m; and repeat passes agreed to a cloud-to-cloud dispersion of 1.1 cm. Fleet-level coordination, communication reliability, radiation endurance and metrological registration accuracy were not evaluated. Conclusions: The demonstrated capability is integrated single-platform operation at TRL 4–5; coordinated fleet operation remains designed but unvalidated. The forthcoming Ignalina campaign is the next validation step, while supervisory human–robot interaction remains a priority for development.

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Publication Details

Journal
Computers
Published
2026-09-15
DOI
https://doi.org/10.3390/computers15090620
Primary Topic
Robotic Path Planning Algorithms
Type
article
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article

From Single Platforms Towards Coordinated Fleets: Safety- and Security-Bounded Autonomous Multi-Robot Systems for Nuclear Decommissioning in Europe

Ankur Shukla, Omar Zahra, Réka Szőke, István Szőke et al.
Computers
Robotic Path Planning Algorithms
article

From Single Platforms Towards Coordinated Fleets: Safety- and Security-Bounded Autonomous Multi-Robot Systems for Nuclear Decommissioning in Europe

Ankur Shukla, Omar Zahra, Réka Szőke, István Szőke, Jarkko Kotaniemi, Abdenour Benkrid, Bruno Angelucci, An Bielen, Giacomo Pinagli, Guillaume Hueber
article en

Abstract

Europe’s ageing nuclear fleet creates a growing need for repeated radiological characterisation of contaminated, GPS-denied facilities where human access must be kept to a minimum. However, most deployed robotic systems remain limited to a single platform with a narrow task range. Methods: Building on two earlier conference papers by the authors, this article presents the design, safety engineering and initial field evaluation of the EURATOM project XS-ABILITY, tracing how previous European projects shaped its architecture. The system combines legged, wheeled, rail-based and caged aerial robots equipped with gamma/neutron and beta/gamma instruments. The platforms are coordinated through a ROS 2 architecture supporting distributed SLAM, energy-aware task allocation, risk-aware navigation and a radiological digital twin. A safety and conformity framework consolidates machinery, radiation protection, aviation, cybersecurity and AI regulations, with constraints enforced by a supervisory controller. Results: A campaign at the BR1 and BR3 facilities of SCK CEN, Belgium, in April 2026 evaluated a single wheeled ground platform against criteria fixed before deployment. Radiological and pose streams were paired with a median offset of −8.6 ms and no detectable message loss; LiDAR-only localisation was maintained over a 76 m traverse with the accumulated trajectory error bounded at 0.15 m; and repeat passes agreed to a cloud-to-cloud dispersion of 1.1 cm. Fleet-level coordination, communication reliability, radiation endurance and metrological registration accuracy were not evaluated. Conclusions: The demonstrated capability is integrated single-platform operation at TRL 4–5; coordinated fleet operation remains designed but unvalidated. The forthcoming Ignalina campaign is the next validation step, while supervisory human–robot interaction remains a priority for development.

ComputersVol. 15(9)
Flex (United States) (US), Institute for Energy Technology (NO), Belgian Nuclear Research Centre (BE), Costruzioni Apparecchiature Elettroniche Nucleari (Italy) (IT), Ingegneria dei Sistemi (Italy) (IT), HUN-REN Centre for Energy Research (HU), VTT Technical Research Centre of Finland (FI)
Openalex Percentile: Top 13%
Robotic Path Planning Algorithms
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