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Accounting for Viscoelasticity When Interpreting Nano-Composite High-Deflection Strain Gauges

High-deflection strain gauges show potential as economical and user-friendly sensors for capturing large deformations. The interpretation of these sensors is much more complex than that of conventional strain gauges due to the viscoelastic nature of strain gauges. This research endeavor developed an...

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Autores principales: Baker, Spencer A., McFadden, McKay D., Bowden, Emma E., Bowden, Anton E., Mitchell, Ulrike H., Fullwood, David T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9318857/
https://www.ncbi.nlm.nih.gov/pubmed/35890922
http://dx.doi.org/10.3390/s22145239
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author Baker, Spencer A.
McFadden, McKay D.
Bowden, Emma E.
Bowden, Anton E.
Mitchell, Ulrike H.
Fullwood, David T.
author_facet Baker, Spencer A.
McFadden, McKay D.
Bowden, Emma E.
Bowden, Anton E.
Mitchell, Ulrike H.
Fullwood, David T.
author_sort Baker, Spencer A.
collection PubMed
description High-deflection strain gauges show potential as economical and user-friendly sensors for capturing large deformations. The interpretation of these sensors is much more complex than that of conventional strain gauges due to the viscoelastic nature of strain gauges. This research endeavor developed and tested a model for interpreting sensor outputs that includes the time-dependent nature of strain gauges. A model that captures the effect of quasi-static strains was determined by using a conventional approach of fitting an equation to observed data. The dynamic relationship between the strain and the resistance was incorporated by superimposing dynamic components onto the quasi-static model to account for spikes in resistances that accompany each change in sensor strain and subsequent exponential decays. It was shown that the model can be calibrated for a given sensor by taking two data points at known strains. The resulting sensor-specific model was able to interpret strain-gauge electrical signals during a cyclical load to predict strain with an average mean absolute error (MAE) of 1.4% strain, and to determine the strain rate with an average MAE of 0.036 mm/s. The resulting model and tuning procedure may be used in a wide range of applications, such as biomechanical monitoring and analysis.
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spelling pubmed-93188572022-07-27 Accounting for Viscoelasticity When Interpreting Nano-Composite High-Deflection Strain Gauges Baker, Spencer A. McFadden, McKay D. Bowden, Emma E. Bowden, Anton E. Mitchell, Ulrike H. Fullwood, David T. Sensors (Basel) Article High-deflection strain gauges show potential as economical and user-friendly sensors for capturing large deformations. The interpretation of these sensors is much more complex than that of conventional strain gauges due to the viscoelastic nature of strain gauges. This research endeavor developed and tested a model for interpreting sensor outputs that includes the time-dependent nature of strain gauges. A model that captures the effect of quasi-static strains was determined by using a conventional approach of fitting an equation to observed data. The dynamic relationship between the strain and the resistance was incorporated by superimposing dynamic components onto the quasi-static model to account for spikes in resistances that accompany each change in sensor strain and subsequent exponential decays. It was shown that the model can be calibrated for a given sensor by taking two data points at known strains. The resulting sensor-specific model was able to interpret strain-gauge electrical signals during a cyclical load to predict strain with an average mean absolute error (MAE) of 1.4% strain, and to determine the strain rate with an average MAE of 0.036 mm/s. The resulting model and tuning procedure may be used in a wide range of applications, such as biomechanical monitoring and analysis. MDPI 2022-07-13 /pmc/articles/PMC9318857/ /pubmed/35890922 http://dx.doi.org/10.3390/s22145239 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
Baker, Spencer A.
McFadden, McKay D.
Bowden, Emma E.
Bowden, Anton E.
Mitchell, Ulrike H.
Fullwood, David T.
Accounting for Viscoelasticity When Interpreting Nano-Composite High-Deflection Strain Gauges
title Accounting for Viscoelasticity When Interpreting Nano-Composite High-Deflection Strain Gauges
title_full Accounting for Viscoelasticity When Interpreting Nano-Composite High-Deflection Strain Gauges
title_fullStr Accounting for Viscoelasticity When Interpreting Nano-Composite High-Deflection Strain Gauges
title_full_unstemmed Accounting for Viscoelasticity When Interpreting Nano-Composite High-Deflection Strain Gauges
title_short Accounting for Viscoelasticity When Interpreting Nano-Composite High-Deflection Strain Gauges
title_sort accounting for viscoelasticity when interpreting nano-composite high-deflection strain gauges
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9318857/
https://www.ncbi.nlm.nih.gov/pubmed/35890922
http://dx.doi.org/10.3390/s22145239
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