Cargando…

Multistability and anomalies in oscillator models of lossy power grids

The analysis of dissipatively coupled oscillators is challenging and highly relevant in power grids. Standard mathematical methods are not applicable, due to the lack of network symmetry induced by dissipative couplings. Here we demonstrate a close correspondence between stable synchronous states in...

Descripción completa

Detalles Bibliográficos
Autores principales: Delabays, Robin, Jafarpour, Saber, Bullo, Francesco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9448753/
https://www.ncbi.nlm.nih.gov/pubmed/36068214
http://dx.doi.org/10.1038/s41467-022-32931-8
_version_ 1784784135663910912
author Delabays, Robin
Jafarpour, Saber
Bullo, Francesco
author_facet Delabays, Robin
Jafarpour, Saber
Bullo, Francesco
author_sort Delabays, Robin
collection PubMed
description The analysis of dissipatively coupled oscillators is challenging and highly relevant in power grids. Standard mathematical methods are not applicable, due to the lack of network symmetry induced by dissipative couplings. Here we demonstrate a close correspondence between stable synchronous states in dissipatively coupled oscillators, and the winding partition of their state space, a geometric notion induced by the network topology. Leveraging this winding partition, we accompany this article with an algorithms to compute all synchronous solutions of complex networks of dissipatively coupled oscillators. These geometric and computational tools allow us to identify anomalous behaviors of lossy networked systems. Counterintuitively, we show that loop flows and dissipation can increase the system’s transfer capacity, and that dissipation can promote multistability. We apply our geometric framework to compute power flows on the IEEE RTS-96 test system, where we identify two high voltage solutions with distinct loop flows.
format Online
Article
Text
id pubmed-9448753
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-94487532022-09-08 Multistability and anomalies in oscillator models of lossy power grids Delabays, Robin Jafarpour, Saber Bullo, Francesco Nat Commun Article The analysis of dissipatively coupled oscillators is challenging and highly relevant in power grids. Standard mathematical methods are not applicable, due to the lack of network symmetry induced by dissipative couplings. Here we demonstrate a close correspondence between stable synchronous states in dissipatively coupled oscillators, and the winding partition of their state space, a geometric notion induced by the network topology. Leveraging this winding partition, we accompany this article with an algorithms to compute all synchronous solutions of complex networks of dissipatively coupled oscillators. These geometric and computational tools allow us to identify anomalous behaviors of lossy networked systems. Counterintuitively, we show that loop flows and dissipation can increase the system’s transfer capacity, and that dissipation can promote multistability. We apply our geometric framework to compute power flows on the IEEE RTS-96 test system, where we identify two high voltage solutions with distinct loop flows. Nature Publishing Group UK 2022-09-06 /pmc/articles/PMC9448753/ /pubmed/36068214 http://dx.doi.org/10.1038/s41467-022-32931-8 Text en © The Author(s) 2022 https://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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Delabays, Robin
Jafarpour, Saber
Bullo, Francesco
Multistability and anomalies in oscillator models of lossy power grids
title Multistability and anomalies in oscillator models of lossy power grids
title_full Multistability and anomalies in oscillator models of lossy power grids
title_fullStr Multistability and anomalies in oscillator models of lossy power grids
title_full_unstemmed Multistability and anomalies in oscillator models of lossy power grids
title_short Multistability and anomalies in oscillator models of lossy power grids
title_sort multistability and anomalies in oscillator models of lossy power grids
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9448753/
https://www.ncbi.nlm.nih.gov/pubmed/36068214
http://dx.doi.org/10.1038/s41467-022-32931-8
work_keys_str_mv AT delabaysrobin multistabilityandanomaliesinoscillatormodelsoflossypowergrids
AT jafarpoursaber multistabilityandanomaliesinoscillatormodelsoflossypowergrids
AT bullofrancesco multistabilityandanomaliesinoscillatormodelsoflossypowergrids