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Load forecasting in the user side using wavelet-ANFIS
| dc.contributor.author | Giacometto Torres, Francisco |
| dc.contributor.author | Cárdenas Araújo, Juan José |
| dc.contributor.author | Kampouropoulos, Konstantinos |
| dc.contributor.author | Romeral Martínez, José Luis |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica |
| dc.date.accessioned | 2013-04-04T11:34:29Z |
| dc.date.created | 2012 |
| dc.date.issued | 2012 |
| dc.identifier.citation | Giacometto, F. [et al.]. Load forecasting in the user side using wavelet-ANFIS. A: Annual Conference of the IEEE Industrial Electronics Society. "Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society". 2012, p. 1049-1054. |
| dc.identifier.uri | http://hdl.handle.net/2117/18609 |
| dc.description.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 |
| dc.format.extent | 6 p. |
| dc.language.iso | eng |
| dc.subject | Àrees temàtiques de la UPC::Energies::Gestió de l'energia |
| dc.subject.lcsh | Energy consumption |
| dc.subject.other | discrete wavelet transforms |
| dc.subject.other | energy management systems |
| dc.subject.other | energy resources |
| dc.subject.other | fuzzy neural nets |
| dc.subject.other | inference mechanisms |
| dc.subject.other | load forecasting |
| dc.subject.other | power engineering computing |
| dc.subject.other | power system economics |
| dc.subject.other | power system simulation |
| dc.title | Load forecasting in the user side using wavelet-ANFIS |
| dc.type | Conference report |
| dc.subject.lemac | Energia--Consum |
| dc.contributor.group | Universitat Politècnica de Catalunya. MCIA - Motion Control and Industrial Applications Research Group |
| dc.description.peerreviewed | Peer Reviewed |
| dc.relation.publisherversion | http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6388575&tag=1 |
| dc.rights.access | Restricted access - publisher's policy |
| local.identifier.drac | 11808216 |
| dc.description.version | Postprint (published version) |
| dc.date.lift | 10000-01-01 |
| local.citation.author | Giacometto, F.; Cardenas, J.; Kampouropoulos, K.; Romeral, J. |
| local.citation.contributor | Annual Conference of the IEEE Industrial Electronics Society |
| local.citation.publicationName | Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society |
| local.citation.startingPage | 1049 |
| local.citation.endingPage | 1054 |