Distributed resource allocation over stochastic networks: An application in smart grids

German Obando; Nicanor Quijano; Naly Rakoto-Ravalontsalama

doi:10.1109/CCAC.2015.7345195

Distributed resource allocation over stochastic networks: An application in smart grids

German Obando, Nicanor Quijano, Naly Rakoto-Ravalontsalama

Producción científica: Capítulo en Libro/Reporte › Contribución a la conferencia

3 Citas (Scopus)

Resumen

This paper focuses on an important problem involving distributed decision making, the optimal resource allocation in a network of agents. To address this problem, we explore a consensus-based algorithm that does not require any centralized computation. We use stochastic semistability theory to analyze the case when the communication network used by the agents to coordinate their decisions is not completely reliable, i.e., communication links are subject to a random failure process that is modeled by a continuous-time Markov chain. Some results on fault tolerance and optimality of the considered algorithm are provided. Finally, we present an application of the method to the distributed management of the customers of an aggregating entity in a smart grid environment.

Idioma original	Inglés estadounidense
Título de la publicación alojada	2015 IEEE 2nd Colombian Conference on Automatic Control, CCAC 2015 - Conference Proceedings
Editores	Gustavo Adolfo Osorio
Editorial	Institute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)	9781467393058
DOI	https://doi.org/10.1109/CCAC.2015.7345195
Estado	Publicada - dic. 2 2015
Publicado de forma externa	Sí
Evento	2nd IEEE Colombian Conference on Automatic Control, CCAC 2015 - Manizales, Colombia Duración: oct. 14 2015 → oct. 16 2015

Serie de la publicación

Nombre	2015 IEEE 2nd Colombian Conference on Automatic Control, CCAC 2015 - Conference Proceedings

Conferencia

Conferencia	2nd IEEE Colombian Conference on Automatic Control, CCAC 2015
País/Territorio	Colombia
Ciudad	Manizales
Período	10/14/15 → 10/16/15

Áreas temáticas de ASJC Scopus

Ingeniería de control y sistemas

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

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10.1109/CCAC.2015.7345195

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Obando, G., Quijano, N., & Rakoto-Ravalontsalama, N. (2015). Distributed resource allocation over stochastic networks: An application in smart grids. En G. A. Osorio (Ed.), 2015 IEEE 2nd Colombian Conference on Automatic Control, CCAC 2015 - Conference Proceedings Artículo 7345195 (2015 IEEE 2nd Colombian Conference on Automatic Control, CCAC 2015 - Conference Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCAC.2015.7345195

Obando, German ; Quijano, Nicanor ; Rakoto-Ravalontsalama, Naly. / Distributed resource allocation over stochastic networks : An application in smart grids. 2015 IEEE 2nd Colombian Conference on Automatic Control, CCAC 2015 - Conference Proceedings. editor / Gustavo Adolfo Osorio. Institute of Electrical and Electronics Engineers Inc., 2015. (2015 IEEE 2nd Colombian Conference on Automatic Control, CCAC 2015 - Conference Proceedings).

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abstract = "This paper focuses on an important problem involving distributed decision making, the optimal resource allocation in a network of agents. To address this problem, we explore a consensus-based algorithm that does not require any centralized computation. We use stochastic semistability theory to analyze the case when the communication network used by the agents to coordinate their decisions is not completely reliable, i.e., communication links are subject to a random failure process that is modeled by a continuous-time Markov chain. Some results on fault tolerance and optimality of the considered algorithm are provided. Finally, we present an application of the method to the distributed management of the customers of an aggregating entity in a smart grid environment.",

author = "German Obando and Nicanor Quijano and Naly Rakoto-Ravalontsalama",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE. Copyright: Copyright 2017 Elsevier B.V., All rights reserved.; 2nd IEEE Colombian Conference on Automatic Control, CCAC 2015 ; Conference date: 14-10-2015 Through 16-10-2015",

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Obando, G, Quijano, N & Rakoto-Ravalontsalama, N 2015, Distributed resource allocation over stochastic networks: An application in smart grids. En GA Osorio (ed.), 2015 IEEE 2nd Colombian Conference on Automatic Control, CCAC 2015 - Conference Proceedings., 7345195, 2015 IEEE 2nd Colombian Conference on Automatic Control, CCAC 2015 - Conference Proceedings, Institute of Electrical and Electronics Engineers Inc., 2nd IEEE Colombian Conference on Automatic Control, CCAC 2015, Manizales, Colombia, 10/14/15. https://doi.org/10.1109/CCAC.2015.7345195

Distributed resource allocation over stochastic networks: An application in smart grids. / Obando, German; Quijano, Nicanor; Rakoto-Ravalontsalama, Naly.
2015 IEEE 2nd Colombian Conference on Automatic Control, CCAC 2015 - Conference Proceedings. ed. / Gustavo Adolfo Osorio. Institute of Electrical and Electronics Engineers Inc., 2015. 7345195 (2015 IEEE 2nd Colombian Conference on Automatic Control, CCAC 2015 - Conference Proceedings).

Producción científica: Capítulo en Libro/Reporte › Contribución a la conferencia

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T1 - Distributed resource allocation over stochastic networks

T2 - 2nd IEEE Colombian Conference on Automatic Control, CCAC 2015

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AU - Quijano, Nicanor

AU - Rakoto-Ravalontsalama, Naly

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Y1 - 2015/12/2

N2 - This paper focuses on an important problem involving distributed decision making, the optimal resource allocation in a network of agents. To address this problem, we explore a consensus-based algorithm that does not require any centralized computation. We use stochastic semistability theory to analyze the case when the communication network used by the agents to coordinate their decisions is not completely reliable, i.e., communication links are subject to a random failure process that is modeled by a continuous-time Markov chain. Some results on fault tolerance and optimality of the considered algorithm are provided. Finally, we present an application of the method to the distributed management of the customers of an aggregating entity in a smart grid environment.

AB - This paper focuses on an important problem involving distributed decision making, the optimal resource allocation in a network of agents. To address this problem, we explore a consensus-based algorithm that does not require any centralized computation. We use stochastic semistability theory to analyze the case when the communication network used by the agents to coordinate their decisions is not completely reliable, i.e., communication links are subject to a random failure process that is modeled by a continuous-time Markov chain. Some results on fault tolerance and optimality of the considered algorithm are provided. Finally, we present an application of the method to the distributed management of the customers of an aggregating entity in a smart grid environment.

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M3 - Conference contribution

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Obando G, Quijano N, Rakoto-Ravalontsalama N. Distributed resource allocation over stochastic networks: An application in smart grids. En Osorio GA, editor, 2015 IEEE 2nd Colombian Conference on Automatic Control, CCAC 2015 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc. 2015. 7345195. (2015 IEEE 2nd Colombian Conference on Automatic Control, CCAC 2015 - Conference Proceedings). doi: 10.1109/CCAC.2015.7345195

Distributed resource allocation over stochastic networks: An application in smart grids

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