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CARMA II: A ground vehicle for autonomous surveying of alpha, beta and gamma radiation

Surveying active nuclear facilities for spread of alpha and beta contamination is currently performed by human operators. However, a skills gap of qualified workers is emerging and is set to worsen in the near future due to under recruitment, retirement and increased demand. This paper presents an a...

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Autores principales: Nouri Rahmat Abadi, Bahman, West, Andrew, Peel, Harriet, Nancekievill, Matthew, Ballard, Christopher, Lennox, Barry, Marjanovic, Ognjen, Groves, Keir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10102479/
https://www.ncbi.nlm.nih.gov/pubmed/37064575
http://dx.doi.org/10.3389/frobt.2023.1137750
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author Nouri Rahmat Abadi, Bahman
West, Andrew
Peel, Harriet
Nancekievill, Matthew
Ballard, Christopher
Lennox, Barry
Marjanovic, Ognjen
Groves, Keir
author_facet Nouri Rahmat Abadi, Bahman
West, Andrew
Peel, Harriet
Nancekievill, Matthew
Ballard, Christopher
Lennox, Barry
Marjanovic, Ognjen
Groves, Keir
author_sort Nouri Rahmat Abadi, Bahman
collection PubMed
description Surveying active nuclear facilities for spread of alpha and beta contamination is currently performed by human operators. However, a skills gap of qualified workers is emerging and is set to worsen in the near future due to under recruitment, retirement and increased demand. This paper presents an autonomous ground vehicle that can survey nuclear facilities for alpha, beta and gamma radiation and generate radiation heatmaps. New methods for preventing the robot from spreading radioactive contamination using a state-machine and radiation costmaps are introduced. This is the first robot that can detect alpha and beta contamination and autonomously re-plan around the contamination without the wheels passing over the contaminated area. Radiation avoidance functionality is proven experimentally to reduce alpha and beta contamination spread as well as gamma radiation dose to the robot. The robot’s survey area is defined using a custom designed, graphically controlled area coverage planner. It was concluded that the robot is highly suited to certain monotonous room scale radiation surveying tasks and therefore provides the opportunity for financial savings, to mitigate a future skills gap, and provision of radiation surveys that are more granular, accurate and repeatable than those currently performed by human operators.
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spelling pubmed-101024792023-04-15 CARMA II: A ground vehicle for autonomous surveying of alpha, beta and gamma radiation Nouri Rahmat Abadi, Bahman West, Andrew Peel, Harriet Nancekievill, Matthew Ballard, Christopher Lennox, Barry Marjanovic, Ognjen Groves, Keir Front Robot AI Robotics and AI Surveying active nuclear facilities for spread of alpha and beta contamination is currently performed by human operators. However, a skills gap of qualified workers is emerging and is set to worsen in the near future due to under recruitment, retirement and increased demand. This paper presents an autonomous ground vehicle that can survey nuclear facilities for alpha, beta and gamma radiation and generate radiation heatmaps. New methods for preventing the robot from spreading radioactive contamination using a state-machine and radiation costmaps are introduced. This is the first robot that can detect alpha and beta contamination and autonomously re-plan around the contamination without the wheels passing over the contaminated area. Radiation avoidance functionality is proven experimentally to reduce alpha and beta contamination spread as well as gamma radiation dose to the robot. The robot’s survey area is defined using a custom designed, graphically controlled area coverage planner. It was concluded that the robot is highly suited to certain monotonous room scale radiation surveying tasks and therefore provides the opportunity for financial savings, to mitigate a future skills gap, and provision of radiation surveys that are more granular, accurate and repeatable than those currently performed by human operators. Frontiers Media S.A. 2023-03-31 /pmc/articles/PMC10102479/ /pubmed/37064575 http://dx.doi.org/10.3389/frobt.2023.1137750 Text en Copyright © 2023 Nouri Rahmat Abadi, West, Peel, Nancekievill, Ballard, Lennox, Marjanovic and Groves. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Robotics and AI
Nouri Rahmat Abadi, Bahman
West, Andrew
Peel, Harriet
Nancekievill, Matthew
Ballard, Christopher
Lennox, Barry
Marjanovic, Ognjen
Groves, Keir
CARMA II: A ground vehicle for autonomous surveying of alpha, beta and gamma radiation
title CARMA II: A ground vehicle for autonomous surveying of alpha, beta and gamma radiation
title_full CARMA II: A ground vehicle for autonomous surveying of alpha, beta and gamma radiation
title_fullStr CARMA II: A ground vehicle for autonomous surveying of alpha, beta and gamma radiation
title_full_unstemmed CARMA II: A ground vehicle for autonomous surveying of alpha, beta and gamma radiation
title_short CARMA II: A ground vehicle for autonomous surveying of alpha, beta and gamma radiation
title_sort carma ii: a ground vehicle for autonomous surveying of alpha, beta and gamma radiation
topic Robotics and AI
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10102479/
https://www.ncbi.nlm.nih.gov/pubmed/37064575
http://dx.doi.org/10.3389/frobt.2023.1137750
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