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Energy losses estimation tool for Low Voltage Smart grids

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dc.affiliation.dptoUC3M. Departamento de Ingeniería Telemáticaes
dc.affiliation.grupoinvUC3M. Grupo de Investigación: Network Technologieses
dc.contributor.authorVelasco Rodríguez, José Ángel
dc.contributor.authorAmarís Duarte, Hortensia Elena
dc.contributor.authorAlonso Martínez, Mónica
dc.contributor.authorCasas, Marta
dc.contributor.funderMinisterio de Economía y Competitividad (España)es
dc.date.accessioned2019-11-25T11:08:08Z
dc.date.available2019-11-25T11:08:08Z
dc.date.issued2019-06
dc.descriptionThis paper has been presented at the 25th International Conference on Electricity Distribution (CIRED 2019).en
dc.description.abstractThe so-called 20-20-20 targets committed to by the European Union drives the need for a more efficient distribution network. The energy efficiency improvement required involves a 20% reduction of the energy consumption compared to the 1990s. For such cutback, Distribution Systems Operators are encouraged to develop the best strategies to identify and reduce power losses in their networks. This task becomes challenging in Low Voltage Distribution networks due to diversity in the feeder's topology configuration, load distribution and the presence of renewable-based distributed generation. In this paper, a clustering-based methodology is proposed as an energy losses tool to support the energy efficiency decision-making process. A feeder's clustering process using the K-means algorithm is carried out upon a customised network characteristics set that was previously reduced to two coordinates by applying Principal Component Analysis. The relationship between power losses and the net energy imported under the different scenarios is obtained for each feeder class identified. The data and network used in this process correspond to the roll-out deployed at the Spanish Smart Grid Demonstration Project (OSIRIS)en
dc.description.sponsorshipThis work has been partly funded by the Spanish Ministry of Economy and Competitiveness through the National Program for Research Aimed at the Challenges of Society under the project OSIRIS (RTC-2014-1556-3).en
dc.format.extent5
dc.identifier.bibliographicCitationVelasco, J.A., Amaris, H., Alonso, M. y Casas, M. (2019). Energy losses estimation tool for Low Voltage Smart grids. In CIRED Proceedings Conference - 25th International Conference on Electricity Distribution.en
dc.identifier.isbn978-2-9602415-0-1
dc.identifier.publicationtitleProceedings of the 25th International Conference on Electricity Distribution (CIRED 2019)en
dc.identifier.urihttps://hdl.handle.net/10016/29232
dc.identifier.uxxiCC/0000030098
dc.language.isoengen
dc.publisherAIMen
dc.relation.eventdate3-6 June 2019en
dc.relation.eventplaceMadrid, Spainen
dc.relation.eventtitle25th International Conference on Electricity Distribution (CIRED 2019)en
dc.relation.ispartofseriesCIRED Conference Proceedingsen
dc.relation.projectIDGobierno de España. RTC-2014-1556-3es
dc.rights© 2019 AIM.en
dc.rights.accessRightsopen accessen
dc.subject.ecienciaTelecomunicacioneses
dc.titleEnergy losses estimation tool for Low Voltage Smart gridsen
dc.typeconference paper*
dc.type.hasVersionAM*
dspace.entity.typePublication
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