Experimental characterization, modeling and compensation of hysteresis in force sensing resistors
Force Sensing Resistors (FSRs) exhibit considerable amounts of hysteresis and repeatability error inhibiting their usage in applications that require high-accurate force readings. This paper presents the hysteresis characterization and modeling of the Tekscan A201-1 FSR employing the Preisach Operat...
- Autores:
-
Paredes-Madrid, Leonel
Matute, Arnaldo
Cruz-Pacheco, Andrés F.
Parra Vargas, Carlos A.
Gutiérrez Veláquez, Elkin Iván
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2018
- Institución:
- Universidad Nacional de Colombia
- Repositorio:
- Universidad Nacional de Colombia
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.unal.edu.co:unal/68501
- Acceso en línea:
- https://repositorio.unal.edu.co/handle/unal/68501
http://bdigital.unal.edu.co/69534/
- Palabra clave:
- 62 Ingeniería y operaciones afines / Engineering
hysteresis
force sensing resistors
Preisach operator
closest match algorithm
sensores de fuerza resistivos
operador de Preisach
algoritmo de coincidencia más cercana
- Rights
- openAccess
- License
- Atribución-NoComercial 4.0 Internacional
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Universidad Nacional de Colombia |
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|
dc.title.spa.fl_str_mv |
Experimental characterization, modeling and compensation of hysteresis in force sensing resistors |
title |
Experimental characterization, modeling and compensation of hysteresis in force sensing resistors |
spellingShingle |
Experimental characterization, modeling and compensation of hysteresis in force sensing resistors 62 Ingeniería y operaciones afines / Engineering hysteresis force sensing resistors Preisach operator closest match algorithm sensores de fuerza resistivos operador de Preisach algoritmo de coincidencia más cercana |
title_short |
Experimental characterization, modeling and compensation of hysteresis in force sensing resistors |
title_full |
Experimental characterization, modeling and compensation of hysteresis in force sensing resistors |
title_fullStr |
Experimental characterization, modeling and compensation of hysteresis in force sensing resistors |
title_full_unstemmed |
Experimental characterization, modeling and compensation of hysteresis in force sensing resistors |
title_sort |
Experimental characterization, modeling and compensation of hysteresis in force sensing resistors |
dc.creator.fl_str_mv |
Paredes-Madrid, Leonel Matute, Arnaldo Cruz-Pacheco, Andrés F. Parra Vargas, Carlos A. Gutiérrez Veláquez, Elkin Iván |
dc.contributor.author.spa.fl_str_mv |
Paredes-Madrid, Leonel Matute, Arnaldo Cruz-Pacheco, Andrés F. Parra Vargas, Carlos A. Gutiérrez Veláquez, Elkin Iván |
dc.subject.ddc.spa.fl_str_mv |
62 Ingeniería y operaciones afines / Engineering |
topic |
62 Ingeniería y operaciones afines / Engineering hysteresis force sensing resistors Preisach operator closest match algorithm sensores de fuerza resistivos operador de Preisach algoritmo de coincidencia más cercana |
dc.subject.proposal.spa.fl_str_mv |
hysteresis force sensing resistors Preisach operator closest match algorithm sensores de fuerza resistivos operador de Preisach algoritmo de coincidencia más cercana |
description |
Force Sensing Resistors (FSRs) exhibit considerable amounts of hysteresis and repeatability error inhibiting their usage in applications that require high-accurate force readings. This paper presents the hysteresis characterization and modeling of the Tekscan A201-1 FSR employing the Preisach Operator (PO) function. In order to compensate for hysteresis during sensor operation, the inverse PO was numerically found on the basis of the Closest Match Algorithm (CMA). A test bench, capable of handling sixteen sensors simultaneously, was built, which allowed the characterization and later testing of the CMA. Grip force profiles were applied to the sensors during testing and the experimental results showed a considerable reduction in the force estimation error compared with the linear regression method proposed by the manufacturer. These results enable a wider use of FSRs in applications with tight accuracy requirements. Finally, a generalized sensor model for hysteresis compensation that simplifies the obtaining of PO parameters is presented. |
publishDate |
2018 |
dc.date.issued.spa.fl_str_mv |
2018-04-01 |
dc.date.accessioned.spa.fl_str_mv |
2019-07-03T06:57:41Z |
dc.date.available.spa.fl_str_mv |
2019-07-03T06:57:41Z |
dc.type.spa.fl_str_mv |
Artículo de revista |
dc.type.coar.fl_str_mv |
http://purl.org/coar/resource_type/c_2df8fbb1 |
dc.type.driver.spa.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.version.spa.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_6501 |
dc.type.coarversion.spa.fl_str_mv |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
dc.type.content.spa.fl_str_mv |
Text |
dc.type.redcol.spa.fl_str_mv |
http://purl.org/redcol/resource_type/ART |
format |
http://purl.org/coar/resource_type/c_6501 |
status_str |
publishedVersion |
dc.identifier.issn.spa.fl_str_mv |
ISSN: 2346-2183 |
dc.identifier.uri.none.fl_str_mv |
https://repositorio.unal.edu.co/handle/unal/68501 |
dc.identifier.eprints.spa.fl_str_mv |
http://bdigital.unal.edu.co/69534/ |
identifier_str_mv |
ISSN: 2346-2183 |
url |
https://repositorio.unal.edu.co/handle/unal/68501 http://bdigital.unal.edu.co/69534/ |
dc.language.iso.spa.fl_str_mv |
spa |
language |
spa |
dc.relation.spa.fl_str_mv |
https://revistas.unal.edu.co/index.php/dyna/article/view/66432 |
dc.relation.ispartof.spa.fl_str_mv |
Universidad Nacional de Colombia Revistas electrónicas UN Dyna Dyna |
dc.relation.references.spa.fl_str_mv |
Paredes-Madrid, Leonel and Matute, Arnaldo and Cruz-Pacheco, Andrés F. and Parra Vargas, Carlos A. and Gutiérrez Veláquez, Elkin Iván (2018) Experimental characterization, modeling and compensation of hysteresis in force sensing resistors. DYNA, 85 (205). pp. 191-198. ISSN 2346-2183 |
dc.rights.spa.fl_str_mv |
Derechos reservados - Universidad Nacional de Colombia |
dc.rights.coar.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
dc.rights.license.spa.fl_str_mv |
Atribución-NoComercial 4.0 Internacional |
dc.rights.uri.spa.fl_str_mv |
http://creativecommons.org/licenses/by-nc/4.0/ |
dc.rights.accessrights.spa.fl_str_mv |
info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Atribución-NoComercial 4.0 Internacional Derechos reservados - Universidad Nacional de Colombia http://creativecommons.org/licenses/by-nc/4.0/ http://purl.org/coar/access_right/c_abf2 |
eu_rights_str_mv |
openAccess |
dc.format.mimetype.spa.fl_str_mv |
application/pdf |
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Universidad Nacional de Colombia - Sede Medellín - Facultad de Minas |
institution |
Universidad Nacional de Colombia |
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https://repositorio.unal.edu.co/bitstream/unal/68501/1/66432-384413-2-PB.pdf https://repositorio.unal.edu.co/bitstream/unal/68501/2/66432-384413-2-PB.pdf.jpg |
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Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Paredes-Madrid, Leonel8d6be3b3-ed82-487c-b017-5be5bffb6491300Matute, Arnaldo207cce59-87e0-4819-8fcd-2d9e8cde1c8a300Cruz-Pacheco, Andrés F.d30e9ed4-a3ca-43fa-9068-26fed18bd04c300Parra Vargas, Carlos A.991154f0-745f-432a-a7c1-298eccedfa6b300Gutiérrez Veláquez, Elkin Iván3b45f906-fd98-4719-ba9a-06f30eccf3333002019-07-03T06:57:41Z2019-07-03T06:57:41Z2018-04-01ISSN: 2346-2183https://repositorio.unal.edu.co/handle/unal/68501http://bdigital.unal.edu.co/69534/Force Sensing Resistors (FSRs) exhibit considerable amounts of hysteresis and repeatability error inhibiting their usage in applications that require high-accurate force readings. This paper presents the hysteresis characterization and modeling of the Tekscan A201-1 FSR employing the Preisach Operator (PO) function. In order to compensate for hysteresis during sensor operation, the inverse PO was numerically found on the basis of the Closest Match Algorithm (CMA). A test bench, capable of handling sixteen sensors simultaneously, was built, which allowed the characterization and later testing of the CMA. Grip force profiles were applied to the sensors during testing and the experimental results showed a considerable reduction in the force estimation error compared with the linear regression method proposed by the manufacturer. These results enable a wider use of FSRs in applications with tight accuracy requirements. Finally, a generalized sensor model for hysteresis compensation that simplifies the obtaining of PO parameters is presented.Los Sensores de Fuerza Resistivos (FSRs) despliegan cantidades considerables de histéresis y de error de repetitividad que inhiben su uso en aplicaciones que requieren lecturas de fuerza de alta precisión. En este trabajo se presenta la caracterización y modelado de histéresis del sensor de presión Tekscan A201-1 empleando la función Operador de Preisach (OP). Con el fin de compensar la histéresis durante el funcionamiento del sensor, el OP inverso se halló numéricamente sobre la base del algoritmo de coincidencia más cercana (CMA). Se construyó un banco de pruebas, capaz de manejar dieciséis sensores simultáneamente, lo que permitió la caracterización y posterior prueba del CMA. Los perfiles de fuerza de agarre se aplicaron a los sensores durante la prueba y los resultados experimentales mostraron una reducción considerable del error de estimación de la fuerza en comparación con el método de regresión lineal propuesto por el fabricante. Estos resultados abren el camino para un uso más amplio de los FSRs en aplicaciones con exigentes requisitos de precisión. Finalmente, un modelo de sensor generalizado para compensación de histéresis que simplifica la obtención de los parámetros PO, es presentado.application/pdfspaUniversidad Nacional de Colombia - Sede Medellín - Facultad de Minashttps://revistas.unal.edu.co/index.php/dyna/article/view/66432Universidad Nacional de Colombia Revistas electrónicas UN DynaDynaParedes-Madrid, Leonel and Matute, Arnaldo and Cruz-Pacheco, Andrés F. and Parra Vargas, Carlos A. and Gutiérrez Veláquez, Elkin Iván (2018) Experimental characterization, modeling and compensation of hysteresis in force sensing resistors. DYNA, 85 (205). pp. 191-198. ISSN 2346-218362 Ingeniería y operaciones afines / Engineeringhysteresisforce sensing resistorsPreisach operatorclosest match algorithmsensores de fuerza resistivosoperador de Preisachalgoritmo de coincidencia más cercanaExperimental characterization, modeling and compensation of hysteresis in force sensing resistorsArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTORIGINAL66432-384413-2-PB.pdfapplication/pdf1798845https://repositorio.unal.edu.co/bitstream/unal/68501/1/66432-384413-2-PB.pdf0c6c7739943833d018e04bfadc76092fMD51THUMBNAIL66432-384413-2-PB.pdf.jpg66432-384413-2-PB.pdf.jpgGenerated Thumbnailimage/jpeg9437https://repositorio.unal.edu.co/bitstream/unal/68501/2/66432-384413-2-PB.pdf.jpg790e8605ea2da33060912478379cdac2MD52unal/68501oai:repositorio.unal.edu.co:unal/685012024-05-27 23:09:22.251Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co |