Data Analytics of Electromagnetics Field Measurements in Smart Meters

  • Juan Carlos Olivares-Rojas Tecnológico Nacional de México / Instituto Tecnológico de Morelia http://orcid.org/0000-0001-5302-1786
  • Enrique Reyes-Archundia Tecnológico Nacional de México / Instituto Tecnológico de Morelia https://orcid.org/0000-0003-3374-0059
  • José Antonio Gutierrez-Gnecchi Tecnológico Nacional de México / Instituto Tecnológico de Morelia https://orcid.org/0000-0001-7898-604X
  • Jorge Luis Díaz-Huerta
  • Jaime Cerda-Jacobo Universidad Michoacana de San Nicolás de Hidalgo
  • Adriana Téllez-Anguiano Tecnológico Nacional de México / Instituto Tecnológico de Morelia
  • Johan Walter González-Murueta Tecnológico Nacional de México / Instituto Tecnológico de Morelia
Keywords: Data Analytics, Electromagnetic Fields Measurements, Smart Meter

Abstract

The smart meters are considered the main component of the smart grid allowing communication and processing of electrical energy measurement data to utilities. Nowadays, there is a great concern that smart meters' data which is communicated mainly by wireless or wired communication means produce electromagnetic fields which be harmful to human health.  In this work, a study of data analytics is presented on the readings produced by the smart meters made with statistical and machine learning probabilistic techniques in order to compare the data with reference values and determine if they are harmful or not for the human health.

Published
2020-01-02
How to Cite
Olivares-Rojas, J. C., Reyes-Archundia, E., Gutierrez-Gnecchi, J. A., Díaz-Huerta, J. L., Cerda-Jacobo, J., Téllez-Anguiano, A., & González-Murueta, J. W. (2020). Data Analytics of Electromagnetics Field Measurements in Smart Meters. International Journal of Combinatorial Optimization Problems and Informatics, 11(2), 39-45. Retrieved from https://ijcopi.org/index.php/ojs/article/view/165
Section
Articles