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The use of PLANS and NetworkX in modeling power grid system failures
The theoretical and practical aspects and results of simulations based on a specialized tool that is used in the energy industry were adressed. The previously discussed cases in the literature by taking into account the worst case and critical states of networks in terms of complex networks were ext...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9581963/ https://www.ncbi.nlm.nih.gov/pubmed/36261496 http://dx.doi.org/10.1038/s41598-022-22268-z |
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author | Hadaj, Piotr Strzałka, Dominik Nowak, Marek Łatka, Małgorzata Dymora, Paweł |
author_facet | Hadaj, Piotr Strzałka, Dominik Nowak, Marek Łatka, Małgorzata Dymora, Paweł |
author_sort | Hadaj, Piotr |
collection | PubMed |
description | The theoretical and practical aspects and results of simulations based on a specialized tool that is used in the energy industry were adressed. The previously discussed cases in the literature by taking into account the worst case and critical states of networks in terms of complex networks were extended. Using the Monte-Carlo method, the vulnerability of the power grid to node failures was investigated, both in terms of the use of specialized software, which is used in the power industry, and a tool for the analysis of complex networks graphs. We present the results obtained and the observed analogy between the results of the analysis performed in specialized software and the complex network graph analysis tool. It has been shown that the results obtained coincide for both software packages, even though their application focuses on slightly different aspects of system operation. Moreover, further possibilities of extending the research in this direction are proposed, taking into account not only the improvement of the method used, but also a significant increase in the size of the tested structure model. |
format | Online Article Text |
id | pubmed-9581963 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-95819632022-10-21 The use of PLANS and NetworkX in modeling power grid system failures Hadaj, Piotr Strzałka, Dominik Nowak, Marek Łatka, Małgorzata Dymora, Paweł Sci Rep Article The theoretical and practical aspects and results of simulations based on a specialized tool that is used in the energy industry were adressed. The previously discussed cases in the literature by taking into account the worst case and critical states of networks in terms of complex networks were extended. Using the Monte-Carlo method, the vulnerability of the power grid to node failures was investigated, both in terms of the use of specialized software, which is used in the power industry, and a tool for the analysis of complex networks graphs. We present the results obtained and the observed analogy between the results of the analysis performed in specialized software and the complex network graph analysis tool. It has been shown that the results obtained coincide for both software packages, even though their application focuses on slightly different aspects of system operation. Moreover, further possibilities of extending the research in this direction are proposed, taking into account not only the improvement of the method used, but also a significant increase in the size of the tested structure model. Nature Publishing Group UK 2022-10-19 /pmc/articles/PMC9581963/ /pubmed/36261496 http://dx.doi.org/10.1038/s41598-022-22268-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Hadaj, Piotr Strzałka, Dominik Nowak, Marek Łatka, Małgorzata Dymora, Paweł The use of PLANS and NetworkX in modeling power grid system failures |
title | The use of PLANS and NetworkX in modeling power grid system failures |
title_full | The use of PLANS and NetworkX in modeling power grid system failures |
title_fullStr | The use of PLANS and NetworkX in modeling power grid system failures |
title_full_unstemmed | The use of PLANS and NetworkX in modeling power grid system failures |
title_short | The use of PLANS and NetworkX in modeling power grid system failures |
title_sort | use of plans and networkx in modeling power grid system failures |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9581963/ https://www.ncbi.nlm.nih.gov/pubmed/36261496 http://dx.doi.org/10.1038/s41598-022-22268-z |
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