Diseño e implementación de una tarjeta de adquisición de datos para el análisis en línea de fallas en el rotor y rodamientos en un motor de inducción trifásico

Industrial processes within companies are a fundamental part of carrying out operations in a continuous and orderly manner. It is necessary to constantly monitor each machine through reliable techniques through H/ W (Hardware-Software) devices, which can anticipate possible inconveniences within the...

Full description

Autores:
Escobar Bergaño, Carlos Alberto
Teran Castro, Edwin Darío
Tipo de recurso:
Trabajo de grado de pregrado
Fecha de publicación:
2022
Institución:
Pontificia Universidad Javeriana Cali
Repositorio:
Vitela
Idioma:
spa
OAI Identifier:
oai:vitela.javerianacali.edu.co:11522/2578
Acceso en línea:
https://vitela.javerianacali.edu.co/handle/11522/2578
Palabra clave:
Fourier transform
Motor
Failures
Bearings
Broken bars
Squirrel cage rotor
Techniques
Current
Voltage
Monitoring
Rights
License
https://creativecommons.org/licenses/by-nc-nd/4.0/
id Vitela2_bad8391d6527c973c09574b77eeaba71
oai_identifier_str oai:vitela.javerianacali.edu.co:11522/2578
network_acronym_str Vitela2
network_name_str Vitela
repository_id_str
dc.title.spa.fl_str_mv Diseño e implementación de una tarjeta de adquisición de datos para el análisis en línea de fallas en el rotor y rodamientos en un motor de inducción trifásico
title Diseño e implementación de una tarjeta de adquisición de datos para el análisis en línea de fallas en el rotor y rodamientos en un motor de inducción trifásico
spellingShingle Diseño e implementación de una tarjeta de adquisición de datos para el análisis en línea de fallas en el rotor y rodamientos en un motor de inducción trifásico
Fourier transform
Motor
Failures
Bearings
Broken bars
Squirrel cage rotor
Techniques
Current
Voltage
Monitoring
title_short Diseño e implementación de una tarjeta de adquisición de datos para el análisis en línea de fallas en el rotor y rodamientos en un motor de inducción trifásico
title_full Diseño e implementación de una tarjeta de adquisición de datos para el análisis en línea de fallas en el rotor y rodamientos en un motor de inducción trifásico
title_fullStr Diseño e implementación de una tarjeta de adquisición de datos para el análisis en línea de fallas en el rotor y rodamientos en un motor de inducción trifásico
title_full_unstemmed Diseño e implementación de una tarjeta de adquisición de datos para el análisis en línea de fallas en el rotor y rodamientos en un motor de inducción trifásico
title_sort Diseño e implementación de una tarjeta de adquisición de datos para el análisis en línea de fallas en el rotor y rodamientos en un motor de inducción trifásico
dc.creator.fl_str_mv Escobar Bergaño, Carlos Alberto
Teran Castro, Edwin Darío
dc.contributor.advisor.none.fl_str_mv Valencia Díaz, Manuel Vicente
dc.contributor.author.none.fl_str_mv Escobar Bergaño, Carlos Alberto
Teran Castro, Edwin Darío
dc.subject.none.fl_str_mv Fourier transform
Motor
Failures
Bearings
Broken bars
Squirrel cage rotor
Techniques
Current
Voltage
Monitoring
topic Fourier transform
Motor
Failures
Bearings
Broken bars
Squirrel cage rotor
Techniques
Current
Voltage
Monitoring
description Industrial processes within companies are a fundamental part of carrying out operations in a continuous and orderly manner. It is necessary to constantly monitor each machine through reliable techniques through H/ W (Hardware-Software) devices, which can anticipate possible inconveniences within them for the development of operations. There are several monitoring techniques for induction machines. Among the most used techniques for the process are: MCSA (Motor Current Signature Analysis), EPVA (Extended Park's Vector Approach) and ESA (Electric Power Spectral Analysis). These analyze through the consumption of current and voltage in frequency domain, giving the behavior of the state of the machine at work. In the present final project, 3 of the monitoring techniques mentioned above are used to detect failures on broken bars in the squirrel cage type rotor and bearings, through the frequency analysis of the behavior of the motor, for this reason two mathematical tools are used, Park and fast Fourier transformation to obtain the necessary analyzes in the analyzed motor classification state Finally, the design, construction, and implementation of a data acquisition card capable of detecting these failures was carried out, showing analysis and test results implemented with the motors available in the electronics laboratory of the Guayacanes building of the Pontificia Universidad Javeriana Cali, resulting in a functional prototype capable of performing an online analysis to detect failures of the broken bars in the squirrel cage type rotor and bearings. As a final product, a prototype that takes the information from the monitoring of the electrical variables of the machine, processes and displays the results of the status of the rotor bars and bearings on the LCD screen of the data acquisition card and by means of a communication protocol through the Ethernet port is delivered. The visualization of the results of the indicators of broken rotor bars and bearings is achieved on the developed website, obtaining an average of system effectiveness of 95% for the detection of broken rotor bars and 60% for bearings.
publishDate 2022
dc.date.issued.none.fl_str_mv 2022
dc.date.accessioned.none.fl_str_mv 2024-06-14T19:25:04Z
dc.date.available.none.fl_str_mv 2024-06-14T19:25:04Z
dc.type.coar.none.fl_str_mv http://purl.org/coar/resource_type/c_7a1f
dc.type.local.none.fl_str_mv Tesis/Trabajo de grado - Monografía - Pregrado
dc.type.redcol.none.fl_str_mv https://purl.org/redcol/resource_type/TP
format http://purl.org/coar/resource_type/c_7a1f
dc.identifier.uri.none.fl_str_mv https://vitela.javerianacali.edu.co/handle/11522/2578
url https://vitela.javerianacali.edu.co/handle/11522/2578
dc.language.iso.none.fl_str_mv spa
language spa
dc.rights.uri.none.fl_str_mv https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.rights.creativecommons.none.fl_str_mv https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.rights.accessrights.none.fl_str_mv http://purl.org/coar/access_right/c_abf2
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-nd/4.0/
http://purl.org/coar/access_right/c_abf2
dc.format.extent.none.fl_str_mv 123 p.
dc.format.mimetype.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Pontificia Univerisdad Javeriana Cali
publisher.none.fl_str_mv Pontificia Univerisdad Javeriana Cali
institution Pontificia Universidad Javeriana Cali
bitstream.url.fl_str_mv https://vitela.javerianacali.edu.co/bitstreams/78972442-372f-4faa-82e2-fa149060d267/download
https://vitela.javerianacali.edu.co/bitstreams/6fcfa24b-53cb-4482-a0ab-2cde11f5b7a0/download
https://vitela.javerianacali.edu.co/bitstreams/93a44b85-5b5b-485c-85d3-4a8e4710d1bd/download
https://vitela.javerianacali.edu.co/bitstreams/e5920e59-67e4-40f2-9329-71f1429085b0/download
https://vitela.javerianacali.edu.co/bitstreams/d5c2cf65-040e-448e-b3ce-0640c43e072a/download
https://vitela.javerianacali.edu.co/bitstreams/b129918e-b05f-4513-9ae2-7155dcff93b0/download
https://vitela.javerianacali.edu.co/bitstreams/abf4cacd-7597-426b-a159-5690f5c52a63/download
https://vitela.javerianacali.edu.co/bitstreams/54480b8d-5055-4bc7-8721-884f1c398009/download
https://vitela.javerianacali.edu.co/bitstreams/ec0ce053-8c64-4cd5-a0b8-9600d1197722/download
https://vitela.javerianacali.edu.co/bitstreams/8aefd420-855a-4609-8931-8d3732c80a99/download
bitstream.checksum.fl_str_mv 847723c49e4da5d060f695a103a1523f
bb1db32653316edb239dd0e2a385ede7
9e048974a789f29b0ac291023d3feec3
f909e61ca09a8eddfa7c5db3ad229f66
eb40fef7c2c9494a22d37615f491e34e
b3defd357ad2432df6f1b78e88efb639
7aab3a70c5587a2a3c98e5e354cdbc0e
4d32cbf6dc0d3dfc9da5e399fc6eb871
ef9535bfeaa802314382dfc5805ffb39
8a4605be74aa9ea9d79846c1fba20a33
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositorio Vitela
repository.mail.fl_str_mv vitela.mail@javerianacali.edu.co
_version_ 1808493678526726144
spelling Valencia Díaz, Manuel VicenteEscobar Bergaño, Carlos AlbertoTeran Castro, Edwin Darío2024-06-14T19:25:04Z2024-06-14T19:25:04Z2022https://vitela.javerianacali.edu.co/handle/11522/2578123 p.application/pdfspaPontificia Univerisdad Javeriana Calihttps://creativecommons.org/licenses/by-nc-nd/4.0/https://creativecommons.org/licenses/by-nc-nd/4.0/http://purl.org/coar/access_right/c_abf2Fourier transformMotorFailuresBearingsBroken barsSquirrel cage rotorTechniquesCurrentVoltageMonitoringDiseño e implementación de una tarjeta de adquisición de datos para el análisis en línea de fallas en el rotor y rodamientos en un motor de inducción trifásicohttp://purl.org/coar/resource_type/c_7a1fTesis/Trabajo de grado - Monografía - Pregradohttps://purl.org/redcol/resource_type/TPIndustrial processes within companies are a fundamental part of carrying out operations in a continuous and orderly manner. It is necessary to constantly monitor each machine through reliable techniques through H/ W (Hardware-Software) devices, which can anticipate possible inconveniences within them for the development of operations. There are several monitoring techniques for induction machines. Among the most used techniques for the process are: MCSA (Motor Current Signature Analysis), EPVA (Extended Park's Vector Approach) and ESA (Electric Power Spectral Analysis). These analyze through the consumption of current and voltage in frequency domain, giving the behavior of the state of the machine at work. In the present final project, 3 of the monitoring techniques mentioned above are used to detect failures on broken bars in the squirrel cage type rotor and bearings, through the frequency analysis of the behavior of the motor, for this reason two mathematical tools are used, Park and fast Fourier transformation to obtain the necessary analyzes in the analyzed motor classification state Finally, the design, construction, and implementation of a data acquisition card capable of detecting these failures was carried out, showing analysis and test results implemented with the motors available in the electronics laboratory of the Guayacanes building of the Pontificia Universidad Javeriana Cali, resulting in a functional prototype capable of performing an online analysis to detect failures of the broken bars in the squirrel cage type rotor and bearings. As a final product, a prototype that takes the information from the monitoring of the electrical variables of the machine, processes and displays the results of the status of the rotor bars and bearings on the LCD screen of the data acquisition card and by means of a communication protocol through the Ethernet port is delivered. The visualization of the results of the indicators of broken rotor bars and bearings is achieved on the developed website, obtaining an average of system effectiveness of 95% for the detection of broken rotor bars and 60% for bearings.Facultad de Ingeniería y Ciencias. Ingeniería ElectrónicaPregradoORIGINALTarjeta_Adquisicion_Datos.pdfTarjeta_Adquisicion_Datos.pdfapplication/pdf5247016https://vitela.javerianacali.edu.co/bitstreams/78972442-372f-4faa-82e2-fa149060d267/download847723c49e4da5d060f695a103a1523fMD51Articulo_Cientifico_Tarjeta.pdfArticulo_Cientifico_Tarjeta.pdfapplication/pdf674537https://vitela.javerianacali.edu.co/bitstreams/6fcfa24b-53cb-4482-a0ab-2cde11f5b7a0/downloadbb1db32653316edb239dd0e2a385ede7MD52Licencia_Autorizacion (1).pdfLicencia_Autorizacion (1).pdfapplication/pdf496388https://vitela.javerianacali.edu.co/bitstreams/93a44b85-5b5b-485c-85d3-4a8e4710d1bd/download9e048974a789f29b0ac291023d3feec3MD53TEXTTarjeta_Adquisicion_Datos.pdf.txtTarjeta_Adquisicion_Datos.pdf.txtExtracted texttext/plain102229https://vitela.javerianacali.edu.co/bitstreams/e5920e59-67e4-40f2-9329-71f1429085b0/downloadf909e61ca09a8eddfa7c5db3ad229f66MD510Articulo_Cientifico_Tarjeta.pdf.txtArticulo_Cientifico_Tarjeta.pdf.txtExtracted texttext/plain12739https://vitela.javerianacali.edu.co/bitstreams/d5c2cf65-040e-448e-b3ce-0640c43e072a/downloadeb40fef7c2c9494a22d37615f491e34eMD512Licencia_Autorizacion (1).pdf.txtLicencia_Autorizacion (1).pdf.txtExtracted texttext/plain5189https://vitela.javerianacali.edu.co/bitstreams/b129918e-b05f-4513-9ae2-7155dcff93b0/downloadb3defd357ad2432df6f1b78e88efb639MD514THUMBNAILTarjeta_Adquisicion_Datos.pdf.jpgTarjeta_Adquisicion_Datos.pdf.jpgGenerated Thumbnailimage/jpeg4718https://vitela.javerianacali.edu.co/bitstreams/abf4cacd-7597-426b-a159-5690f5c52a63/download7aab3a70c5587a2a3c98e5e354cdbc0eMD511Articulo_Cientifico_Tarjeta.pdf.jpgArticulo_Cientifico_Tarjeta.pdf.jpgGenerated Thumbnailimage/jpeg5621https://vitela.javerianacali.edu.co/bitstreams/54480b8d-5055-4bc7-8721-884f1c398009/download4d32cbf6dc0d3dfc9da5e399fc6eb871MD513Licencia_Autorizacion (1).pdf.jpgLicencia_Autorizacion (1).pdf.jpgGenerated Thumbnailimage/jpeg5352https://vitela.javerianacali.edu.co/bitstreams/ec0ce053-8c64-4cd5-a0b8-9600d1197722/downloadef9535bfeaa802314382dfc5805ffb39MD515LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://vitela.javerianacali.edu.co/bitstreams/8aefd420-855a-4609-8931-8d3732c80a99/download8a4605be74aa9ea9d79846c1fba20a33MD5111522/2578oai:vitela.javerianacali.edu.co:11522/25782024-06-25 05:14:53.563https://creativecommons.org/licenses/by-nc-nd/4.0/open.accesshttps://vitela.javerianacali.edu.coRepositorio Vitelavitela.mail@javerianacali.edu.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