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A Magnetic Crawler System for Autonomous Long-Range Inspection and Maintenance on Large Structures

The inspection and maintenance of large-scale industrial structures are major challenges that require time-efficient and reliable solutions to ensure the healthy condition of structures during operation. Autonomous robots may provide a promising solution for this purpose. In particular, they could l...

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Autores principales: Chahine, Georges, Schroepfer, Pete, Ouabi, Othmane-Latif, Pradalier, Cédric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9100096/
https://www.ncbi.nlm.nih.gov/pubmed/35590928
http://dx.doi.org/10.3390/s22093235
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author Chahine, Georges
Schroepfer, Pete
Ouabi, Othmane-Latif
Pradalier, Cédric
author_facet Chahine, Georges
Schroepfer, Pete
Ouabi, Othmane-Latif
Pradalier, Cédric
author_sort Chahine, Georges
collection PubMed
description The inspection and maintenance of large-scale industrial structures are major challenges that require time-efficient and reliable solutions to ensure the healthy condition of structures during operation. Autonomous robots may provide a promising solution for this purpose. In particular, they could lead to faster and more reliable inspection and maintenance without direct intervention from human operators. In this paper, we present a custom magnetic crawler system, and sensor suit and sensing modalities to enable such robotic operation. We first describe a localization framework based on a mesh created from a point cloud coupled with Inertial Measurement Unit (IMU) and Ultra-Wide Band (UWB) readings. Next, we introduce a mapping framework that relies on a 3D laser, and explicitly state how autonomous navigation and obstacle avoidance can be developed. Lastly, we present how ultrasonic guided waves (UGWs) are integrated into the system to provide accurate robot localization and structural feature mapping by relying on acoustic reflections in combination with the other systems. It is envisioned that long-range inspection capabilities that are not yet available in current industrial mobile platforms could emerge from the designed robotic system.
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spelling pubmed-91000962022-05-14 A Magnetic Crawler System for Autonomous Long-Range Inspection and Maintenance on Large Structures Chahine, Georges Schroepfer, Pete Ouabi, Othmane-Latif Pradalier, Cédric Sensors (Basel) Article The inspection and maintenance of large-scale industrial structures are major challenges that require time-efficient and reliable solutions to ensure the healthy condition of structures during operation. Autonomous robots may provide a promising solution for this purpose. In particular, they could lead to faster and more reliable inspection and maintenance without direct intervention from human operators. In this paper, we present a custom magnetic crawler system, and sensor suit and sensing modalities to enable such robotic operation. We first describe a localization framework based on a mesh created from a point cloud coupled with Inertial Measurement Unit (IMU) and Ultra-Wide Band (UWB) readings. Next, we introduce a mapping framework that relies on a 3D laser, and explicitly state how autonomous navigation and obstacle avoidance can be developed. Lastly, we present how ultrasonic guided waves (UGWs) are integrated into the system to provide accurate robot localization and structural feature mapping by relying on acoustic reflections in combination with the other systems. It is envisioned that long-range inspection capabilities that are not yet available in current industrial mobile platforms could emerge from the designed robotic system. MDPI 2022-04-22 /pmc/articles/PMC9100096/ /pubmed/35590928 http://dx.doi.org/10.3390/s22093235 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chahine, Georges
Schroepfer, Pete
Ouabi, Othmane-Latif
Pradalier, Cédric
A Magnetic Crawler System for Autonomous Long-Range Inspection and Maintenance on Large Structures
title A Magnetic Crawler System for Autonomous Long-Range Inspection and Maintenance on Large Structures
title_full A Magnetic Crawler System for Autonomous Long-Range Inspection and Maintenance on Large Structures
title_fullStr A Magnetic Crawler System for Autonomous Long-Range Inspection and Maintenance on Large Structures
title_full_unstemmed A Magnetic Crawler System for Autonomous Long-Range Inspection and Maintenance on Large Structures
title_short A Magnetic Crawler System for Autonomous Long-Range Inspection and Maintenance on Large Structures
title_sort magnetic crawler system for autonomous long-range inspection and maintenance on large structures
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9100096/
https://www.ncbi.nlm.nih.gov/pubmed/35590928
http://dx.doi.org/10.3390/s22093235
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