Application of a Relevance Matrix to Thermal Unit Commitment in the Presence of Renewable Energy Sources

Autores

  • De Oliveira M. Layon Dept. of Electrical Engineering, Federal University of Juiz de Fora, Minas Gerais, Brazil
  • Junior C. da S. Ivo De Oliveira M. Layon layon.mescolin@engenharia.ufjf.br Dept. of Electrical Engineering, Federal University of Juiz de Fora, Minas Gerais, Brazil Junior C. da S. Ivo ivo.junior@ufjf.br Dept. of Electrical Engineering, Federal University of Juiz de Fora, Minas Gerais, Brazil
  • Abritta Ramon Dept. of Geoscience and Petroleum, Norwegian University of Science and Technology, Trondheim, Norway
  • De Oliveira Edimar José Dept. of Electrical Engineering, Federal University of Juiz de Fora, Minas Gerais, Brazil
  • Castro B. Cristina Marcia Dept. of Production Engineering, Federal University of Juiz de Fora, Minas Gerais, Brazil

Palavras-chave:

unit commitment, thermoelectric power, optimization, renewable energy sources

Resumo

The short-term unit commitment problem is considered hard to optimally solve given the combinatorial
explosion of the operation decisions regarding the generating units involved in the daily operation planning. The
problem’s complexity further increases when introducing renewable energy sources, e.g., solar and wind, to the
planning. This paper applies a recently proposed search space reduction method to thermal unit commitment
systems penetrated by solar and wind power generation.

 

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Publicado

2024-04-26

Edição

v. 5 n. 05 (2023): CILAMCE 2023

Seção

M10 Computational Intelligence Techniques for Optimization and Data Modeling

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