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Experimental Tests of a Motion Planning System Based on Multi-Objective Optimisation for Nuclear Decommissioning Practice Using Long-Reach Systems

Zhang, Kaiqiang; Pawar, Vijay M; Rahman, Faiz; Cryer, Alice; Sakaue, Tomoki; Abe, Fumiaki; Sakamoto, Masaki; ... Skilton, Robert; + view all (2025) Experimental Tests of a Motion Planning System Based on Multi-Objective Optimisation for Nuclear Decommissioning Practice Using Long-Reach Systems. In: Secchi, Cristian and Marconi, Lorenzo, (eds.) European Robotics Forum 2024 (15th ERF, Volume 2). (pp. pp. 223-228). Springer: Cham, Switzerland.

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Abstract

Motion planning for long-reach robotic systems is a complicated laborious task reliant on operators with specialist expertise in nuclear decommissioning practice. Thus, a motion planning system is developed in this work, motivated to improve the efficiency of planning motions in such safety-critical environments. The system can assist operations by generating viable routing solutions for long-reach robots with high degrees of freedom in nuclear decommissioning operations using multi-objective optimisation. It was experimentally tested using a hyper-redundant manipulator, which was for remote maintenance of an experimental fusion-energy tokamak device. The results demonstrate the feasibility of applying optimisation-based planning to complex nuclear tasks, overcoming current excessive reliance on manual methods to improve operational efficiency and safety assurance in decommissioning.

Type: Proceedings paper
Title: Experimental Tests of a Motion Planning System Based on Multi-Objective Optimisation for Nuclear Decommissioning Practice Using Long-Reach Systems
Event: European Robotics Forum: ERF 2024
ISBN-13: 978-3-031-76427-1
DOI: 10.1007/978-3-031-76428-8_42
Publisher version: https://doi.org/10.1007/978-3-031-76428-8_42
Language: English
Additional information: This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions.
UCL classification: UCL
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of the Built Environment
URI: https://discovery.ucl.ac.uk/id/eprint/10204147
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