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.
Translated title of the contribution | Optimal Allocation of Communications Resources for Energy Management Systems |
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Original language | Spanish (Ecuador) |
Pages (from-to) | 141-152 |
Number of pages | 12 |
Journal | Enfoque Ute |
Volume | 10 |
Issue number | 10 |
DOIs | |
State | Published - 29 Mar 2019 |
Keywords
- Cellular communications
- Greedy
- K-means
- Optimization
- Smart grids
CACES Knowledge Areas
- 317A Electricity and Energy