Modelling harmonics drawn by nonlinear loads

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RECERCAT Home > Universitat Politècnica de Catalunya > Documents de recerca > View document

To access the full text documents, please follow this link: http://hdl.handle.net/2117/76228

dc.contributor	Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica
dc.contributor	Universitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa
dc.contributor	Universitat Politècnica de Catalunya. TIEG-P - Terrassa Industrial Electronics Group -Power
dc.contributor	Universitat Politècnica de Catalunya. L'AIRE - Laboratori Aeronàutic i Industrial de Recerca i Estudis
dc.contributor.author	Lamich Arocas, Manuel
dc.contributor.author	Balcells Sendra, Josep
dc.contributor.author	Mon González, Juan
dc.contributor.author	Corbalán Fuertes, Montserrat
dc.contributor.author	Griful Ponsati, Eulàlia
dc.date	2015
dc.identifier.citation	Lamich, M., Balcells, J., Mon, J., Corbalan, M., Griful, E. Modelling harmonics drawn by nonlinear loads. A: Compatibilty and Power Electronics. "Proceedings of the 9th International Conference on Compatibility and Power Electronics". Lisboa: Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 93-97.
dc.identifier.citation	978-1-4799-6300-3
dc.identifier.citation	EEE Catalog Number: CFP15851-USB
dc.identifier.uri	http://hdl.handle.net/2117/76228
dc.language.iso	eng
dc.publisher	Institute of Electrical and Electronics Engineers (IEEE)
dc.relation	http://ieeexplore.ieee.org/Xplore/home.jsp
dc.rights	info:eu-repo/semantics/openAccess
dc.subject	Àrees temàtiques de la UPC::Enginyeria electrònica
dc.subject	Electric charge and distribution
dc.subject	Electromagnetic compatibility
dc.subject	Power electronics
dc.subject	Nonlinear Loads Models
dc.subject	Harmonics
dc.subject	Neural Networks (NN)
dc.subject	Power Filters
dc.subject	Power Lines.
dc.subject	Càrrega i distribució elèctriques
dc.subject	Compatibilitat electromagnètica
dc.subject	Electrònica de potència
dc.title	Modelling harmonics drawn by nonlinear loads
dc.type	info:eu-repo/semantics/publishedVersion
dc.type	info:eu-repo/semantics/conferenceObject
dc.description.abstract	This paper is devoted to obtain a model of nonlinear loads (NLL) connected to LV electric networks, in order to predict the consequences of including parallel active or passive filters. The model is based on Neural Networks (NNs) and its purpose is the prediction of harmonic currents generated by a certain load when supplied by a network with significant series impedance, disturbed by other random and unknown neighbour loads. The NNs have been trained by using data obtained from several circuit simulations of a network supplying several unknown neighbour loads beside the load of interest, consisting of a set of rectifiers. The model is validated using the same network structure, with different neighbour loads and different load conditions.
dc.description.abstract	Peer Reviewed

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