Developing Smart Grids Based on GPRS and ZigBee Technologies Using Queueing Modeling-Based Optimization Algorithm

Smart metering systems have become widespread around the world. RF mesh communication systems have contributed to the creation of smarter and more reliable power systems. This paper presents an algorithm for positioning GPRS concentrators to attain delay constraints for a ZigBee-based mesh network....

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Published inETRI journal Vol. 38; no. 1; pp. 41 - 51
Main Authors de Castro Souza, Gustavo Batista, Vieira, Flavio Henrique Teles, Lima, Claudio Ribeiro, de Deus, Getulio Antero Junior, de Castro, Marcelo Stehling, de Araujo, Sergio Granato, Vasques, Thiago Lara
Format Journal Article
LanguageKorean
Published 한국전자통신연구원 28.02.2016
ETRI
Subjects
ZigBee
mesh networks
binary linear programming
queue theory
Smart Grid
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Abstract Smart metering systems have become widespread around the world. RF mesh communication systems have contributed to the creation of smarter and more reliable power systems. This paper presents an algorithm for positioning GPRS concentrators to attain delay constraints for a ZigBee-based mesh network. The proposed algorithm determines the number and placement of concentrators using integer linear programming and a queueing model for the given mesh network. The solutions given by the proposed algorithm are validated by verifying the communication network performance through simulations.
AbstractList Smart metering systems have become widespread around the world. RF mesh communication systems have contributed to the creation of smarter and more reliable power systems. This paper presents an algorithm for positioning GPRS concentrators to attain delay constraints for a ZigBee-based mesh network. The proposed algorithm determines the number and placement of concentrators using integer linear programming and a queueing model for the given mesh network. The solutions given by the proposed algorithm are validated by verifying the communication network performance through simulations.
Author Cl&aacute
Get&uacute
Marcelo Stehling de Castro
lio Antero de Deus J&uacute
rgio Granato de Araujo
Gustavo Batista de Castro Souza
vio Henrique Teles Vieira
udio Ribeiro Lima
nior
Fl&aacute
Thiago Lara Vasques
S&eacute
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mesh networks
binary linear programming
queue theory
Smart Grid
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TableOfContents I. Introduction II. Clustering Algorithm for Grouping Meters III. Throughput and Delay Analysis by Queueing Theory IV. Positioning of GPRS Concentrators Using Binary Programming V. Proposed Methodology: GPRS Positioning Using Queueing Modeling-Based Facility Location Algorithm VI. Simulation and Results
Title Developing Smart Grids Based on GPRS and ZigBee Technologies Using Queueing Modeling-Based Optimization Algorithm
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