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

German Obando, Nicanor Quijano, Naly Rakoto-Ravalontsalama

Resultado de la investigación: Capítulo en Libro/Reporte/ConferenciaContribución a la conferencia

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 originalInglés estadounidense
Título de la publicación alojada2015 IEEE 2nd Colombian Conference on Automatic Control, CCAC 2015 - Conference Proceedings
EditoresGustavo Adolfo Osorio
EditorialInstitute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)9781467393058
DOI
EstadoPublicada - dic 2 2015
Publicado de forma externa
Evento2nd IEEE Colombian Conference on Automatic Control, CCAC 2015 - Manizales, Colombia
Duración: oct 14 2015oct 16 2015

Serie de la publicación

Nombre2015 IEEE 2nd Colombian Conference on Automatic Control, CCAC 2015 - Conference Proceedings

Conferencia

Conferencia2nd IEEE Colombian Conference on Automatic Control, CCAC 2015
País/TerritorioColombia
CiudadManizales
Período10/14/1510/16/15

All Science Journal Classification (ASJC) codes

  • Ingeniería de control y sistemas

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