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...

Full description

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
id UNACIONAL2_8079b124068b6e565623ac4dee2c8c43
oai_identifier_str oai:repositorio.unal.edu.co:unal/68501
network_acronym_str UNACIONAL2
network_name_str Universidad Nacional de Colombia
repository_id_str
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
dc.publisher.spa.fl_str_mv Universidad Nacional de Colombia - Sede Medellín - Facultad de Minas
institution Universidad Nacional de Colombia
bitstream.url.fl_str_mv 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
bitstream.checksum.fl_str_mv 0c6c7739943833d018e04bfadc76092f
790e8605ea2da33060912478379cdac2
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
repository.name.fl_str_mv Repositorio Institucional Universidad Nacional de Colombia
repository.mail.fl_str_mv repositorio_nal@unal.edu.co
_version_ 1814089452827443200
spelling 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