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Towards reuse and recycling of lithium-ion batteries: tele-robotics for disassembly of electric vehicle batteries
Disassembly of electric vehicle batteries is a critical stage in recovery, recycling and re-use of high-value battery materials, but is complicated by limited standardisation, design complexity, compounded by uncertainty and safety issues from varying end-of-life condition. Telerobotics presents an...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10497105/ https://www.ncbi.nlm.nih.gov/pubmed/37705870 http://dx.doi.org/10.3389/frobt.2023.1179296 |
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author | Hathaway, Jamie Shaarawy, Abdelaziz Akdeniz, Cansu Aflakian, Ali Stolkin, Rustam Rastegarpanah, Alireza |
author_facet | Hathaway, Jamie Shaarawy, Abdelaziz Akdeniz, Cansu Aflakian, Ali Stolkin, Rustam Rastegarpanah, Alireza |
author_sort | Hathaway, Jamie |
collection | PubMed |
description | Disassembly of electric vehicle batteries is a critical stage in recovery, recycling and re-use of high-value battery materials, but is complicated by limited standardisation, design complexity, compounded by uncertainty and safety issues from varying end-of-life condition. Telerobotics presents an avenue for semi-autonomous robotic disassembly that addresses these challenges. However, it is suggested that quality and realism of the user’s haptic interactions with the environment is important for precise, contact-rich and safety-critical tasks. To investigate this proposition, we demonstrate the disassembly of a Nissan Leaf 2011 module stack as a basis for a comparative study between a traditional asymmetric haptic-“cobot” master-slave framework and identical master and slave cobots based on task completion time and success rate metrics. We demonstrate across a range of disassembly tasks a time reduction of 22%–57% is achieved using identical cobots, yet this improvement arises chiefly from an expanded workspace and 1:1 positional mapping, and suffers a 10%–30% reduction in first attempt success rate. For unbolting and grasping, the realism of force feedback was comparatively less important than directional information encoded in the interaction, however, 1:1 force mapping strengthened environmental tactile cues for vacuum pick-and-place and contact cutting tasks. |
format | Online Article Text |
id | pubmed-10497105 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104971052023-09-13 Towards reuse and recycling of lithium-ion batteries: tele-robotics for disassembly of electric vehicle batteries Hathaway, Jamie Shaarawy, Abdelaziz Akdeniz, Cansu Aflakian, Ali Stolkin, Rustam Rastegarpanah, Alireza Front Robot AI Robotics and AI Disassembly of electric vehicle batteries is a critical stage in recovery, recycling and re-use of high-value battery materials, but is complicated by limited standardisation, design complexity, compounded by uncertainty and safety issues from varying end-of-life condition. Telerobotics presents an avenue for semi-autonomous robotic disassembly that addresses these challenges. However, it is suggested that quality and realism of the user’s haptic interactions with the environment is important for precise, contact-rich and safety-critical tasks. To investigate this proposition, we demonstrate the disassembly of a Nissan Leaf 2011 module stack as a basis for a comparative study between a traditional asymmetric haptic-“cobot” master-slave framework and identical master and slave cobots based on task completion time and success rate metrics. We demonstrate across a range of disassembly tasks a time reduction of 22%–57% is achieved using identical cobots, yet this improvement arises chiefly from an expanded workspace and 1:1 positional mapping, and suffers a 10%–30% reduction in first attempt success rate. For unbolting and grasping, the realism of force feedback was comparatively less important than directional information encoded in the interaction, however, 1:1 force mapping strengthened environmental tactile cues for vacuum pick-and-place and contact cutting tasks. Frontiers Media S.A. 2023-08-29 /pmc/articles/PMC10497105/ /pubmed/37705870 http://dx.doi.org/10.3389/frobt.2023.1179296 Text en Copyright © 2023 Hathaway, Shaarawy, Akdeniz, Aflakian, Stolkin and Rastegarpanah. 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 Hathaway, Jamie Shaarawy, Abdelaziz Akdeniz, Cansu Aflakian, Ali Stolkin, Rustam Rastegarpanah, Alireza Towards reuse and recycling of lithium-ion batteries: tele-robotics for disassembly of electric vehicle batteries |
title | Towards reuse and recycling of lithium-ion batteries: tele-robotics for disassembly of electric vehicle batteries |
title_full | Towards reuse and recycling of lithium-ion batteries: tele-robotics for disassembly of electric vehicle batteries |
title_fullStr | Towards reuse and recycling of lithium-ion batteries: tele-robotics for disassembly of electric vehicle batteries |
title_full_unstemmed | Towards reuse and recycling of lithium-ion batteries: tele-robotics for disassembly of electric vehicle batteries |
title_short | Towards reuse and recycling of lithium-ion batteries: tele-robotics for disassembly of electric vehicle batteries |
title_sort | towards reuse and recycling of lithium-ion batteries: tele-robotics for disassembly of electric vehicle batteries |
topic | Robotics and AI |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10497105/ https://www.ncbi.nlm.nih.gov/pubmed/37705870 http://dx.doi.org/10.3389/frobt.2023.1179296 |
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