State Estimation in Distribution Smart Grids Using Autoencoders

dc.contributor.author Pedro Pereira Barbeiro en
dc.contributor.author Krstulovic,J en
dc.contributor.author Henrique Silva Teixeira en
dc.contributor.author Jorge Correia Pereira en
dc.contributor.author Filipe Joel Soares en
dc.contributor.author José Pedro Iria en
dc.date.accessioned 2017-11-20T10:36:28Z
dc.date.available 2017-11-20T10:36:28Z
dc.date.issued 2014 en
dc.description.abstract This work proposes an innovative method based on autoencoders to perform state estimation in distribution grids, which has as main advantage the fact of being independent of the network parameters and topology. The method was tested in a real low voltage grid (incorporating smart grid features), under different scenarios of smart meter deployment. Simulations were performed in order to understand the necessary requirements for an accurate distribution grid state estimator and to evaluate the performance of a state estimator based on autoencoders. en
dc.identifier.uri http://repositorio.inesctec.pt/handle/123456789/3524
dc.identifier.uri http://dx.doi.org/10.1109/peoco.2014.6814454 en
dc.language eng en
dc.relation 4999 en
dc.relation 1809 en
dc.relation 5217 en
dc.relation 5284 en
dc.relation 5485 en
dc.rights info:eu-repo/semantics/openAccess en
dc.title State Estimation in Distribution Smart Grids Using Autoencoders en
dc.type conferenceObject en
dc.type Publication en
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