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Transforming Industrial Manipulators via Kinesthetic Guidance for Automated Inspection of Complex Geometries

The increased demand for cost-efficient manufacturing and metrology inspection solutions for complex-shaped components in High-Value Manufacturing (HVM) sectors requires increased production throughput and precision. This drives the integration of automated robotic solutions. However, the current ma...

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Autores principales: Loukas, Charalampos, Vasilev, Momchil, Zimmerman, Rastislav, Vithanage, Randika K. W., Mohseni, Ehsan, MacLeod, Charles N., Lines, David, Pierce, Stephen Gareth, Williams, Stewart, Ding, Jialuo, Burnham, Kenneth, Sibson, Jim, O’Hare, Tom, Grosser, Michael R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10099101/
https://www.ncbi.nlm.nih.gov/pubmed/37050817
http://dx.doi.org/10.3390/s23073757
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author Loukas, Charalampos
Vasilev, Momchil
Zimmerman, Rastislav
Vithanage, Randika K. W.
Mohseni, Ehsan
MacLeod, Charles N.
Lines, David
Pierce, Stephen Gareth
Williams, Stewart
Ding, Jialuo
Burnham, Kenneth
Sibson, Jim
O’Hare, Tom
Grosser, Michael R.
author_facet Loukas, Charalampos
Vasilev, Momchil
Zimmerman, Rastislav
Vithanage, Randika K. W.
Mohseni, Ehsan
MacLeod, Charles N.
Lines, David
Pierce, Stephen Gareth
Williams, Stewart
Ding, Jialuo
Burnham, Kenneth
Sibson, Jim
O’Hare, Tom
Grosser, Michael R.
author_sort Loukas, Charalampos
collection PubMed
description The increased demand for cost-efficient manufacturing and metrology inspection solutions for complex-shaped components in High-Value Manufacturing (HVM) sectors requires increased production throughput and precision. This drives the integration of automated robotic solutions. However, the current manipulators utilizing traditional programming approaches demand specialized robotic programming knowledge and make it challenging to generate complex paths and adapt easily to unique specifications per component, resulting in an inflexible and cumbersome teaching process. Therefore, this body of work proposes a novel software system to realize kinesthetic guidance for path planning in real-time intervals at 250 Hz, utilizing an external off-the-shelf force–torque (FT) sensor. The proposed work is demonstrated on a 500 mm(2) near-net-shaped Wire–Arc Additive Manufacturing (WAAM) complex component with embedded defects by teaching the inspection path for defect detection with a standard industrial robotic manipulator in a collaborative fashion and adaptively generating the kinematics resulting in the uniform coupling of ultrasound inspection. The utilized method proves superior in performance and speed, accelerating the programming time using online and offline approaches by an estimate of 88% to 98%. The proposed work is a unique development, retrofitting current industrial manipulators into collaborative entities, securing human job resources, and achieving flexible production.
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spelling pubmed-100991012023-04-14 Transforming Industrial Manipulators via Kinesthetic Guidance for Automated Inspection of Complex Geometries Loukas, Charalampos Vasilev, Momchil Zimmerman, Rastislav Vithanage, Randika K. W. Mohseni, Ehsan MacLeod, Charles N. Lines, David Pierce, Stephen Gareth Williams, Stewart Ding, Jialuo Burnham, Kenneth Sibson, Jim O’Hare, Tom Grosser, Michael R. Sensors (Basel) Article The increased demand for cost-efficient manufacturing and metrology inspection solutions for complex-shaped components in High-Value Manufacturing (HVM) sectors requires increased production throughput and precision. This drives the integration of automated robotic solutions. However, the current manipulators utilizing traditional programming approaches demand specialized robotic programming knowledge and make it challenging to generate complex paths and adapt easily to unique specifications per component, resulting in an inflexible and cumbersome teaching process. Therefore, this body of work proposes a novel software system to realize kinesthetic guidance for path planning in real-time intervals at 250 Hz, utilizing an external off-the-shelf force–torque (FT) sensor. The proposed work is demonstrated on a 500 mm(2) near-net-shaped Wire–Arc Additive Manufacturing (WAAM) complex component with embedded defects by teaching the inspection path for defect detection with a standard industrial robotic manipulator in a collaborative fashion and adaptively generating the kinematics resulting in the uniform coupling of ultrasound inspection. The utilized method proves superior in performance and speed, accelerating the programming time using online and offline approaches by an estimate of 88% to 98%. The proposed work is a unique development, retrofitting current industrial manipulators into collaborative entities, securing human job resources, and achieving flexible production. MDPI 2023-04-05 /pmc/articles/PMC10099101/ /pubmed/37050817 http://dx.doi.org/10.3390/s23073757 Text en © 2023 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
Loukas, Charalampos
Vasilev, Momchil
Zimmerman, Rastislav
Vithanage, Randika K. W.
Mohseni, Ehsan
MacLeod, Charles N.
Lines, David
Pierce, Stephen Gareth
Williams, Stewart
Ding, Jialuo
Burnham, Kenneth
Sibson, Jim
O’Hare, Tom
Grosser, Michael R.
Transforming Industrial Manipulators via Kinesthetic Guidance for Automated Inspection of Complex Geometries
title Transforming Industrial Manipulators via Kinesthetic Guidance for Automated Inspection of Complex Geometries
title_full Transforming Industrial Manipulators via Kinesthetic Guidance for Automated Inspection of Complex Geometries
title_fullStr Transforming Industrial Manipulators via Kinesthetic Guidance for Automated Inspection of Complex Geometries
title_full_unstemmed Transforming Industrial Manipulators via Kinesthetic Guidance for Automated Inspection of Complex Geometries
title_short Transforming Industrial Manipulators via Kinesthetic Guidance for Automated Inspection of Complex Geometries
title_sort transforming industrial manipulators via kinesthetic guidance for automated inspection of complex geometries
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10099101/
https://www.ncbi.nlm.nih.gov/pubmed/37050817
http://dx.doi.org/10.3390/s23073757
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