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In-depth data on the network structure and hourly activity of the Central Chilean power grid
Network science enables us to improve the performance of complex systems such as traffic, communication, and power grids. To do so, it is necessary to use a well-constructed flawless network dataset associated with the system of interest. In this study, we present the dataset of the Chilean power gr...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6206590/ https://www.ncbi.nlm.nih.gov/pubmed/30351301 http://dx.doi.org/10.1038/sdata.2018.209 |
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author | Kim, Heetae Olave-Rojas, David Álvarez-Miranda, Eduardo Son, Seung-Woo |
author_facet | Kim, Heetae Olave-Rojas, David Álvarez-Miranda, Eduardo Son, Seung-Woo |
author_sort | Kim, Heetae |
collection | PubMed |
description | Network science enables us to improve the performance of complex systems such as traffic, communication, and power grids. To do so, it is necessary to use a well-constructed flawless network dataset associated with the system of interest. In this study, we present the dataset of the Chilean power grid. We harmonized data from three diverse sources to generate a unified dataset. Through an intensive review on the raw data, we filter out inconsistent errors and unrealistic faults, making the data more trustworthy. In contrast to other network dataset for power grids, we especially focus on preserving the physical structure of nodes’ connection incorporating the ‘tap’ structure. As a result, we provide three different versions of the dataset: ‘with-tap’, ‘without-tap’, and ‘reduced versions’. Along with structure, we incorporate various attributes of the nodes and edges such as the geo-coordinates, voltage of transmission lines, and the time series data of generation or consumption. These data are useful for network scientists to analyze the performance and dynamic stability of power grids. |
format | Online Article Text |
id | pubmed-6206590 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-62065902018-11-06 In-depth data on the network structure and hourly activity of the Central Chilean power grid Kim, Heetae Olave-Rojas, David Álvarez-Miranda, Eduardo Son, Seung-Woo Sci Data Data Descriptor Network science enables us to improve the performance of complex systems such as traffic, communication, and power grids. To do so, it is necessary to use a well-constructed flawless network dataset associated with the system of interest. In this study, we present the dataset of the Chilean power grid. We harmonized data from three diverse sources to generate a unified dataset. Through an intensive review on the raw data, we filter out inconsistent errors and unrealistic faults, making the data more trustworthy. In contrast to other network dataset for power grids, we especially focus on preserving the physical structure of nodes’ connection incorporating the ‘tap’ structure. As a result, we provide three different versions of the dataset: ‘with-tap’, ‘without-tap’, and ‘reduced versions’. Along with structure, we incorporate various attributes of the nodes and edges such as the geo-coordinates, voltage of transmission lines, and the time series data of generation or consumption. These data are useful for network scientists to analyze the performance and dynamic stability of power grids. Nature Publishing Group 2018-10-23 /pmc/articles/PMC6206590/ /pubmed/30351301 http://dx.doi.org/10.1038/sdata.2018.209 Text en Copyright © 2018, The Author(s) http://creativecommons.org/licenses/by/4.0/ Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ The Creative Commons Public Domain Dedication waiver http://creativecommons.org/publicdomain/zero/1.0/ applies to the metadata files made available in this article. |
spellingShingle | Data Descriptor Kim, Heetae Olave-Rojas, David Álvarez-Miranda, Eduardo Son, Seung-Woo In-depth data on the network structure and hourly activity of the Central Chilean power grid |
title | In-depth data on the network structure and hourly activity of the Central Chilean power grid |
title_full | In-depth data on the network structure and hourly activity of the Central Chilean power grid |
title_fullStr | In-depth data on the network structure and hourly activity of the Central Chilean power grid |
title_full_unstemmed | In-depth data on the network structure and hourly activity of the Central Chilean power grid |
title_short | In-depth data on the network structure and hourly activity of the Central Chilean power grid |
title_sort | in-depth data on the network structure and hourly activity of the central chilean power grid |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6206590/ https://www.ncbi.nlm.nih.gov/pubmed/30351301 http://dx.doi.org/10.1038/sdata.2018.209 |
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