Please use this identifier to cite or link to this item:
https://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 |
| Scientific areas: | Ciências da engenharia e tecnologias::Engenharia do ambiente Engineering and technology::Environmental engineering |
| DOI: | 10.1109/peoco.2014.6814454 |
| URI: | https://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 | Size | Format | |
|---|---|---|---|---|
| 106418.pdf Restricted Access | 1.29 MB | Adobe PDF | View/Open |
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