A New Method to Characterize Power Quality Disturbances Resulting from Expulsion and Current-Limiting Fuse Operation

This paper presents a new method for the characterization and diagnosis of electrical disturbances caused by fuses operation in the electrical distribution systems. A set of descriptors is proposed in order to quantify the typical features of the distortions caused by operation of expulsion and curr...

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Autores:
Ortiz Silva, Neil A.
Blanco Solano, Jairo
Petit Suárez, Johann F.
Ordóñez Plata, Gabriel
Barrera Núñez, Víctor
Tipo de recurso:
Article of journal
Fecha de publicación:
2015
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/60696
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/60696
http://bdigital.unal.edu.co/59028/
Palabra clave:
62 Ingeniería y operaciones afines / Engineering
Electromagnetic disturbances
expulsion fuse
current-limiting fuse
descriptors
variance multi-variant analysis (MANOVA).
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
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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_abf2Ortiz Silva, Neil A.c005848f-e8d2-42f9-bd24-0bdbbfeff125300Blanco Solano, Jairo6c73f95e-0200-4255-8747-88bde204c87a300Petit Suárez, Johann F.430081b9-2c00-491b-a8b6-74339cdd210f300Ordóñez Plata, Gabrield18d5d11-5d61-4743-a552-495ce1f6315e300Barrera Núñez, Víctorb2179d9e-a729-4d6e-88d4-438deb3f52df3002019-07-02T18:54:24Z2019-07-02T18:54:24Z2015-07-01ISSN: 2346-2183https://repositorio.unal.edu.co/handle/unal/60696http://bdigital.unal.edu.co/59028/This paper presents a new method for the characterization and diagnosis of electrical disturbances caused by fuses operation in the electrical distribution systems. A set of descriptors is proposed in order to quantify the typical features of the distortions caused by operation of expulsion and current limiting fuses. A multivariate statistical analysis is performed to select the descriptors with the best profiles qualifiers and the optimal decision thresholds are selected through of machine learning algorithms. Voltage and current signals of the fuses operation are obtained from the ATP-EMTP simulation, as well as some real signals, to be all used in the validation of the new proposed algorithm, obtaining optimal performance and efficiency results. The algorithm was implemented in Matlab and the computational requirements are minimal.application/pdfspaUniversidad Nacional de Colombia (Sede Medellín). Facultad de Minas.https://revistas.unal.edu.co/index.php/dyna/article/view/48616Universidad Nacional de Colombia Revistas electrónicas UN DynaDynaOrtiz Silva, Neil A. and Blanco Solano, Jairo and Petit Suárez, Johann F. and Ordóñez Plata, Gabriel and Barrera Núñez, Víctor (2015) A New Method to Characterize Power Quality Disturbances Resulting from Expulsion and Current-Limiting Fuse Operation. DYNA, 82 (192). pp. 177-184. ISSN 2346-218362 Ingeniería y operaciones afines / EngineeringElectromagnetic disturbancesexpulsion fusecurrent-limiting fusedescriptorsvariance multi-variant analysis (MANOVA).A New Method to Characterize Power Quality Disturbances Resulting from Expulsion and Current-Limiting Fuse OperationArtículo 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/ARTORIGINAL48616-257579-1-PB.pdfapplication/pdf844613https://repositorio.unal.edu.co/bitstream/unal/60696/1/48616-257579-1-PB.pdfc491a31a58b16c6679f33712ec2ba18dMD51THUMBNAIL48616-257579-1-PB.pdf.jpg48616-257579-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg9558https://repositorio.unal.edu.co/bitstream/unal/60696/2/48616-257579-1-PB.pdf.jpgf30f21d1c0b08092f98892c6d3c194aaMD52unal/60696oai:repositorio.unal.edu.co:unal/606962024-04-14 23:11:35.61Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co
dc.title.spa.fl_str_mv A New Method to Characterize Power Quality Disturbances Resulting from Expulsion and Current-Limiting Fuse Operation
title A New Method to Characterize Power Quality Disturbances Resulting from Expulsion and Current-Limiting Fuse Operation
spellingShingle A New Method to Characterize Power Quality Disturbances Resulting from Expulsion and Current-Limiting Fuse Operation
62 Ingeniería y operaciones afines / Engineering
Electromagnetic disturbances
expulsion fuse
current-limiting fuse
descriptors
variance multi-variant analysis (MANOVA).
title_short A New Method to Characterize Power Quality Disturbances Resulting from Expulsion and Current-Limiting Fuse Operation
title_full A New Method to Characterize Power Quality Disturbances Resulting from Expulsion and Current-Limiting Fuse Operation
title_fullStr A New Method to Characterize Power Quality Disturbances Resulting from Expulsion and Current-Limiting Fuse Operation
title_full_unstemmed A New Method to Characterize Power Quality Disturbances Resulting from Expulsion and Current-Limiting Fuse Operation
title_sort A New Method to Characterize Power Quality Disturbances Resulting from Expulsion and Current-Limiting Fuse Operation
dc.creator.fl_str_mv Ortiz Silva, Neil A.
Blanco Solano, Jairo
Petit Suárez, Johann F.
Ordóñez Plata, Gabriel
Barrera Núñez, Víctor
dc.contributor.author.spa.fl_str_mv Ortiz Silva, Neil A.
Blanco Solano, Jairo
Petit Suárez, Johann F.
Ordóñez Plata, Gabriel
Barrera Núñez, Víctor
dc.subject.ddc.spa.fl_str_mv 62 Ingeniería y operaciones afines / Engineering
topic 62 Ingeniería y operaciones afines / Engineering
Electromagnetic disturbances
expulsion fuse
current-limiting fuse
descriptors
variance multi-variant analysis (MANOVA).
dc.subject.proposal.spa.fl_str_mv Electromagnetic disturbances
expulsion fuse
current-limiting fuse
descriptors
variance multi-variant analysis (MANOVA).
description This paper presents a new method for the characterization and diagnosis of electrical disturbances caused by fuses operation in the electrical distribution systems. A set of descriptors is proposed in order to quantify the typical features of the distortions caused by operation of expulsion and current limiting fuses. A multivariate statistical analysis is performed to select the descriptors with the best profiles qualifiers and the optimal decision thresholds are selected through of machine learning algorithms. Voltage and current signals of the fuses operation are obtained from the ATP-EMTP simulation, as well as some real signals, to be all used in the validation of the new proposed algorithm, obtaining optimal performance and efficiency results. The algorithm was implemented in Matlab and the computational requirements are minimal.
publishDate 2015
dc.date.issued.spa.fl_str_mv 2015-07-01
dc.date.accessioned.spa.fl_str_mv 2019-07-02T18:54:24Z
dc.date.available.spa.fl_str_mv 2019-07-02T18:54:24Z
dc.type.spa.fl_str_mv Artículo de revista
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dc.identifier.issn.spa.fl_str_mv ISSN: 2346-2183
dc.identifier.uri.none.fl_str_mv https://repositorio.unal.edu.co/handle/unal/60696
dc.identifier.eprints.spa.fl_str_mv http://bdigital.unal.edu.co/59028/
identifier_str_mv ISSN: 2346-2183
url https://repositorio.unal.edu.co/handle/unal/60696
http://bdigital.unal.edu.co/59028/
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/48616
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Revistas electrónicas UN Dyna
Dyna
dc.relation.references.spa.fl_str_mv Ortiz Silva, Neil A. and Blanco Solano, Jairo and Petit Suárez, Johann F. and Ordóñez Plata, Gabriel and Barrera Núñez, Víctor (2015) A New Method to Characterize Power Quality Disturbances Resulting from Expulsion and Current-Limiting Fuse Operation. DYNA, 82 (192). pp. 177-184. 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
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