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dc.contributor.authorLamich Arocas, Manuel
dc.contributor.authorBalcells Sendra, Josep
dc.contributor.authorCorbalán Fuertes, Montserrat
dc.contributor.authorGriful Ponsati, Eulàlia
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa
dc.date.accessioned2017-10-17T12:00:15Z
dc.date.available2017-10-17T12:00:15Z
dc.date.issued2017-06
dc.identifier.citationLamich, M., Balcells, J., Corbalan, M., Griful, E. Nonlinear loads model for harmonics flow prediction, using multivariate regression. "IEEE transactions on industrial electronics", Juny 2017, vol. 64, núm. 6, p. 4820-4827.
dc.identifier.issn0278-0046
dc.identifier.urihttp://hdl.handle.net/2117/108748
dc.description.abstractThis paper describes a method for obtaining a model of a single or a set of nonlinear loads (NLL) connected to a certain point of an electrical network. The basic assumption is that the network supplying the NLL has significant series impedances and is disturbed by other parallel, random, and unknown neighbor loads, sharing part of the supply system with the NLL. The main interest for obtaining the model is its further use to predict the amount and flow of harmonic currents generated by the NLL, in the case of adding a filter to reduce the harmonics distortion. The modeling technique used in the paper is based on multivariate multiple outputs regression and leads to a set of equations giving the NLL behavior (one for each of the harmonic currents). The model is obtained from data taken at measuring point and is only valid to predict the NLL behavior when new loads are connected at this point. The modeling method was first tested with V, I data coming from simulations using a MATLAB-Simulink SimPowerSystems toolbox. Finally, the method has been validated using V, I data taken in a real installation with different neighbor loads and under different load conditions.
dc.format.extent8 p.
dc.language.isoeng
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.subjectÀrees temàtiques de la UPC::Enginyeria electrònica
dc.subject.lcshImpedance (Electricity)
dc.subject.lcshHarmonic analysis
dc.subject.lcshRegression analysis
dc.subject.lcshIndustrial electronics
dc.subject.otherHarmonics
dc.subject.othermodeling
dc.subject.othermultivariate regression
dc.subject.othernonlinear loads (NLL)
dc.subject.otherpower quality
dc.titleNonlinear loads model for harmonics flow prediction, using multivariate regression
dc.typeArticle
dc.subject.lemacImpedància (Electricitat)
dc.subject.lemacAnàlisi harmònica
dc.subject.lemacAnàlisi de regressió
dc.subject.lemacElectrònica industrial
dc.contributor.groupUniversitat Politècnica de Catalunya. TIEG-P - Terrassa Industrial Electronics Group -Power
dc.contributor.groupUniversitat Politècnica de Catalunya. L'AIRE - Laboratori Aeronàutic i Industrial de Recerca i Estudis
dc.identifier.doi10.1109/TIE.2017.2674596
dc.rights.accessOpen Access
drac.iddocument20567319
dc.description.versionPostprint (published version)
upcommons.citation.authorLamich, M., Balcells, J., Corbalan, M., Griful, E.
upcommons.citation.publishedtrue
upcommons.citation.publicationNameIEEE transactions on industrial electronics
upcommons.citation.volume64
upcommons.citation.number6
upcommons.citation.startingPage4820
upcommons.citation.endingPage4827


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