Please use this identifier to cite or link to this item: http://hdl.handle.net/10216/94857
Author(s): Pereira Barbeiro, PNP
Krstulovic, J
Teixeira, H
Pereira, J
Soares, FJ
Iria, JP
Title: State Estimation in Distribution Smart Grids Using Autoencoders
Issue Date: 2014
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.
Subject: Engenharia do ambiente
Environmental engineering
Call Number: 106418
URI: http://hdl.handle.net/10216/94857
Source: 2014 IEEE 8TH INTERNATIONAL POWER ENGINEERING AND OPTIMIZATION CONFERENCE (PEOCO)
Document Type: Artigo em Livro de Atas de Conferência Internacional
Rights: restrictedAccess
Appears in Collections:FEP - Artigo em Livro de Atas de Conferência Internacional

Files in This Item:
File Description SizeFormat 
106418.pdf1.29 MBAdobe PDF    Request a copy


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.