dc.creator | Escaño González, Juan Manuel | es |
dc.creator | Bordons Alba, Carlos | es |
dc.date.accessioned | 2020-01-10T11:11:46Z | |
dc.date.available | 2020-01-10T11:11:46Z | |
dc.date.issued | 2012 | |
dc.identifier.citation | Escaño González, J.M. y Bordons Alba, C. (2012). Neurofuzzy model of an industrial process, reducing complexity by using principal component analysis. En Congreso Español sobre Tecnologías y Lógica Fuzzy (108-113), Valladolid: Universidad de Valladolid. | |
dc.identifier.isbn | 9788461566532 | es |
dc.identifier.uri | https://hdl.handle.net/11441/91433 | |
dc.description | XVI Congreso Español sobre Tecnologías y Lógica Fuzzy
Valladolid, 1-3 de febrero de 2012 | es |
dc.description.abstract | A Neurofuzzy model of a mixing chamber pressure has been proposed. The process is a part of
a copper smelter plant. The principal component
analysis (PCA) method has been used to reduce
the inputs space for a recurrent fuzzy model. The
coupling among variables and their mutual influence between themselves, are taken into account
by the projection into the PCA axis. The model
have been validated with real data from the factory. The validation result shows that the model
is suitable for simulation. | es |
dc.description.sponsorship | Ministerio de Ciencia e Innovación DPI2010-21589-C05-01 | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | Universidad de Valladolid | es |
dc.relation.ispartof | Congreso Español sobre Tecnologías y Lógica Fuzzy (2012), pp. 108-113. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Neurofuzzy modeling | es |
dc.subject | Industrial process | es |
dc.subject | Principal Component Analysis | es |
dc.title | Neurofuzzy model of an industrial process, reducing complexity by using principal component analysis | es |
dc.type | info:eu-repo/semantics/conferenceObject | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/publishedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Ingeniería de Sistemas y Automática | es |
dc.relation.projectID | DPI2010-21589-C05-01 | es |
dc.relation.publisherversion | http://estylf2012.eii.uva.es/ActasESTYLF2012.pdf | es |
idus.format.extent | 6 p. | es |
dc.publication.initialPage | 108 | es |
dc.publication.endPage | 113 | es |
dc.eventtitle | Congreso Español sobre Tecnologías y Lógica Fuzzy | es |
dc.eventinstitution | Valladolid | es |
dc.identifier.sisius | 20193296 | es |