Load forecasting in the user side using wavelet-ANFIS

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Title:	Load forecasting in the user side using wavelet-ANFIS
Author:	Giacometto Torres, Francisco; Cárdenas Araújo, Juan José; Kampouropoulos, Konstantinos; Romeral Martínez, José Luis
Other authors:	Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica; Universitat Politècnica de Catalunya. MCIA - Motion Control and Industrial Applications Research Group
Abstract:	At present, the intelligent energy management systems (IEMS) are used to maximiz the relation between productivity and cost using a variety of energy sources. Tn this work, we present a method of short-time load forecasting, using the ANFTS model and a component of preprocessing based in the discrete wavelet transform; the models was implemented in the user-side, analyzing real data of a factory in order to test the proposed algorithm
Abstract:	Peer Reviewed
Subject(s):	-Àrees temàtiques de la UPC::Energies::Gestió de l'energia -Energy consumption -discrete wavelet transforms -energy management systems -energy resources -fuzzy neural nets -inference mechanisms -load forecasting -power engineering computing -power system economics -power system simulation -Energia--Consum
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Document type:	Article - Published version Conference Object
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