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Model Calibration for a Rigid Hexapod-Based End-Effector with Integrated Force Sensors
Integrated single-axis force sensors allow an accurate and cost-efficient force measurement in 6 degrees of freedom for hexapod structures and kinematics. Depending on the sensor placement, the measurement is affected by internal forces that need to be compensated for by a measurement model. Since t...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8161040/ https://www.ncbi.nlm.nih.gov/pubmed/34069577 http://dx.doi.org/10.3390/s21103537 |
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author | Friedrich, Christian Ihlenfeldt, Steffen |
author_facet | Friedrich, Christian Ihlenfeldt, Steffen |
author_sort | Friedrich, Christian |
collection | PubMed |
description | Integrated single-axis force sensors allow an accurate and cost-efficient force measurement in 6 degrees of freedom for hexapod structures and kinematics. Depending on the sensor placement, the measurement is affected by internal forces that need to be compensated for by a measurement model. Since the parameters of the model can change during machine usage, a fast and easy calibration procedure is requested. This work studies parameter identification procedures for force measurement models on the example of a rigid hexapod-based end-effector. First, measurement and identification models are presented and parameter sensitivities are analysed. Next, two excitation strategies are applied and discussed: identification from quasi-static poses and identification from accelerated continuous trajectories. Both poses and trajectories are optimized by different criteria and evaluated in comparison. Finally, the procedures are validated by experimental studies with reference payloads. In conclusion, both strategies allow accurate parameter identification within a fast procedure in an operational machine state. |
format | Online Article Text |
id | pubmed-8161040 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-81610402021-05-29 Model Calibration for a Rigid Hexapod-Based End-Effector with Integrated Force Sensors Friedrich, Christian Ihlenfeldt, Steffen Sensors (Basel) Article Integrated single-axis force sensors allow an accurate and cost-efficient force measurement in 6 degrees of freedom for hexapod structures and kinematics. Depending on the sensor placement, the measurement is affected by internal forces that need to be compensated for by a measurement model. Since the parameters of the model can change during machine usage, a fast and easy calibration procedure is requested. This work studies parameter identification procedures for force measurement models on the example of a rigid hexapod-based end-effector. First, measurement and identification models are presented and parameter sensitivities are analysed. Next, two excitation strategies are applied and discussed: identification from quasi-static poses and identification from accelerated continuous trajectories. Both poses and trajectories are optimized by different criteria and evaluated in comparison. Finally, the procedures are validated by experimental studies with reference payloads. In conclusion, both strategies allow accurate parameter identification within a fast procedure in an operational machine state. MDPI 2021-05-19 /pmc/articles/PMC8161040/ /pubmed/34069577 http://dx.doi.org/10.3390/s21103537 Text en © 2021 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 Friedrich, Christian Ihlenfeldt, Steffen Model Calibration for a Rigid Hexapod-Based End-Effector with Integrated Force Sensors |
title | Model Calibration for a Rigid Hexapod-Based End-Effector with Integrated Force Sensors |
title_full | Model Calibration for a Rigid Hexapod-Based End-Effector with Integrated Force Sensors |
title_fullStr | Model Calibration for a Rigid Hexapod-Based End-Effector with Integrated Force Sensors |
title_full_unstemmed | Model Calibration for a Rigid Hexapod-Based End-Effector with Integrated Force Sensors |
title_short | Model Calibration for a Rigid Hexapod-Based End-Effector with Integrated Force Sensors |
title_sort | model calibration for a rigid hexapod-based end-effector with integrated force sensors |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8161040/ https://www.ncbi.nlm.nih.gov/pubmed/34069577 http://dx.doi.org/10.3390/s21103537 |
work_keys_str_mv | AT friedrichchristian modelcalibrationforarigidhexapodbasedendeffectorwithintegratedforcesensors AT ihlenfeldtsteffen modelcalibrationforarigidhexapodbasedendeffectorwithintegratedforcesensors |