Optimal allocation of communications resources for energy management systems

  • Milton Gonzalo Ruiz Maldonado Universidad Politécnica Salesiana
  • Esteban Inga Universidad Politécnica Salesiana
Keywords: optimization; Greedy; k-means; cellular communications; smart grids

Abstract

This article proposes the optimal resource allocation of radio channels available in cellular networks for the transmission of data from the smart meters to information management systems. The model designed identifies and counts the subscribers of the electricity sector in a geographical area; through the kmeans algorithm the cellular radio bases are located. The optimal location of radio bases provides communication to all devices within its coverage radius. The communication channels available for data transmission are optimized using the Greedy algorithm, which set the time when smart meters must send their data through the disused communication channels.

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References

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Published
2019-03-29
How to Cite
Ruiz Maldonado, M., & Inga, E. (2019). Optimal allocation of communications resources for energy management systems. Enfoque UTE, 10(1), pp. 141 - 152. https://doi.org/https://doi.org/10.29019/enfoqueute.v10n1.447
Section
Automation and Control, Mechatronics, Electromechanics, Automotive