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Author(s): Henrique Teixeira
Pedro N. Pereira Barbeiro
Jorge Pereira
António A. Messias
Diogo A. Lopes
Pedro G. Matos
Title: Using LV Real-Time Data for Pseudo-Measurements Generation in MV Distribution Networks
Issue Date: 2015
Abstract: This paper presents a new method to generate pseudo-measurements of different electrical quantities for distribution secondary substations. The idea is to take advantage of the stronger correlation that exists between electrical variables in a given MV/LV substation and the correspondent downstream network. Autoencoders trained with historical data are integrated on an optimisation algorithm, together with real-time metering information of the LV network, for accurately estimate pseudo-measurements at the correspondent MV/LV substation. The proposed methodology is particular suitable either for MV/LV substations not being telemetered in real-time or in case of failures related to telemetry equipment existing in the substation.
Subject: Engenharia electrotécnica, Engenharia electrotécnica, electrónica e informática
Electrical engineering, Electrical engineering, Electronic engineering, Information engineering
Scientific areas: Ciências da engenharia e tecnologias::Engenharia electrotécnica, electrónica e informática
Engineering and technology::Electrical engineering, Electronic engineering, Information engineering
Source: CIRED2015 - 23rd International Conference on Electricity Distribution
Document Type: Artigo em Livro de Atas de Conferência Internacional
Rights: restrictedAccess
Appears in Collections:FEP - Artigo em Livro de Atas de Conferência Internacional
FEUP - Artigo em Livro de Atas de Conferência Internacional

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