A network approach to decentralized coordination of energy production-consumption grids.
Energy grids are facing a relatively new paradigm consisting in the formation of local distributed energy sources and loads that can operate in parallel independently from the main power grid (usually called microgrids). One of the main challenges in microgrid-like networks management is that of sel...
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doaj-c615d3f12e114278a7134f73ed42672c2020-11-25T02:33:15ZengPublic Library of Science (PLoS)PLoS ONE1932-62032018-01-01131e019149510.1371/journal.pone.0191495A network approach to decentralized coordination of energy production-consumption grids.Elisa OmodeiAlex ArenasEnergy grids are facing a relatively new paradigm consisting in the formation of local distributed energy sources and loads that can operate in parallel independently from the main power grid (usually called microgrids). One of the main challenges in microgrid-like networks management is that of self-adapting to the production and demands in a decentralized coordinated way. Here, we propose a stylized model that allows to analytically predict the coordination of the elements in the network, depending on the network topology. Surprisingly, almost global coordination is attained when users interact locally, with a small neighborhood, instead of the obvious but more costly all-to-all coordination. We compute analytically the optimal value of coordinated users in random homogeneous networks. The methodology proposed opens a new way of confronting the analysis of energy demand-side management in networked systems.http://europepmc.org/articles/PMC5783403?pdf=render |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Elisa Omodei Alex Arenas |
spellingShingle |
Elisa Omodei Alex Arenas A network approach to decentralized coordination of energy production-consumption grids. PLoS ONE |
author_facet |
Elisa Omodei Alex Arenas |
author_sort |
Elisa Omodei |
title |
A network approach to decentralized coordination of energy production-consumption grids. |
title_short |
A network approach to decentralized coordination of energy production-consumption grids. |
title_full |
A network approach to decentralized coordination of energy production-consumption grids. |
title_fullStr |
A network approach to decentralized coordination of energy production-consumption grids. |
title_full_unstemmed |
A network approach to decentralized coordination of energy production-consumption grids. |
title_sort |
network approach to decentralized coordination of energy production-consumption grids. |
publisher |
Public Library of Science (PLoS) |
series |
PLoS ONE |
issn |
1932-6203 |
publishDate |
2018-01-01 |
description |
Energy grids are facing a relatively new paradigm consisting in the formation of local distributed energy sources and loads that can operate in parallel independently from the main power grid (usually called microgrids). One of the main challenges in microgrid-like networks management is that of self-adapting to the production and demands in a decentralized coordinated way. Here, we propose a stylized model that allows to analytically predict the coordination of the elements in the network, depending on the network topology. Surprisingly, almost global coordination is attained when users interact locally, with a small neighborhood, instead of the obvious but more costly all-to-all coordination. We compute analytically the optimal value of coordinated users in random homogeneous networks. The methodology proposed opens a new way of confronting the analysis of energy demand-side management in networked systems. |
url |
http://europepmc.org/articles/PMC5783403?pdf=render |
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1724815239869890560 |