Analysis of a Model for the Optimization of Energy Demand generated by End Users in Smart Grids

Authors

  • Ana María González-López División de Estudios de Posgrado e Investigación, Tecnológico Nacional de México, Instituto Tecnológico de Ciudad Madero
  • Francisco Federico Meza-Barrón División de Estudios de Posgrado e Investigación, Tecnológico Nacional de México, Instituto Tecnológico de Ciudad Madero
  • Nelson Rangel-Valdez División de Estudios de Posgrado e Investigación, Tecnológico Nacional de México, Instituto Tecnológico de Ciudad Madero
  • Pedro Martín García-Vite División de Estudios de Posgrado e Investigación, Tecnológico Nacional de México, Instituto Tecnológico de Ciudad Madero
  • María Lucila Morales-Rodríguez División de Estudios de Posgrado e Investigación, Tecnológico Nacional de México, Instituto Tecnológico de Ciudad Madero
  • Manuel Vargas-Martínez División de Estudios de Posgrado e Investigación, Tecnológico Nacional de México, Instituto Tecnológico de Ciudad Madero

DOI:

https://doi.org/10.61467/2007.1558.2025.v16i3.761

Keywords:

Multi-objective Optimization, Smart Cities, renewable energy, Energy Consumption

Abstract

An optimization model is presented for the efficient energy management in smart grids (SGs) that integrate electricity generation, distribution, and storage in the residential sector. The model's objectives include minimizing the system's total operating costs, reducing users' dependence on the external power grid, and optimizing the use of internally generated energy. This optimization model is proposed for energy management in a SG focused on the residential sector, using renewable energy from photovoltaic panels (PV). This bottom-up engineering modeling approach centers on household consumption behavior. Therefore, factors such as household sociodemographic characteristics, income level, housing attributes and assets, energy expenditure by source, and the type and number of devices were considered.

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Published

2025-07-14

How to Cite

González López, A. M., Meza Barrón , F. F., Nelson, R. V., García Vite, P. M., Morales Rodríguez, M. L., & Vargas Martínez, J. M. (2025). Analysis of a Model for the Optimization of Energy Demand generated by End Users in Smart Grids. International Journal of Combinatorial Optimization Problems and Informatics, 16(3), 345–359. https://doi.org/10.61467/2007.1558.2025.v16i3.761

Issue

Section

Recent Advances on Soft Computing