Simulation of the energy efficiency auction prices in Brazil

Authors

  • Javier L. L. Gonzales Author
  • Rodrigo F. Calili Author
  • Reinaldo C. Souza Author
  • Felipe L. Coelho da Silva Author

DOI:

https://doi.org/10.24084/repqj14.396

Keywords:

Energy Efficiency, Energy, Demand-Side Bidding, Monte Carlo Simulation, MCMC

Abstract

The electricity consumption behavior in Brazil has been extensively investigated over the years due to financial and social problems. In this context, it is important to simulate the energy prices of the energy efficiency auctions in the Brazilian regulated environment. This paper presents an approach to generate samples of auction energy prices in energy efficiency market, using Markov chain Monte Carlo method, through the Metropolis-Hastings algorithm. The obtained results show that this approach can be used to generate energy price samples.

Author Biographies

  • Javier L. L. Gonzales

    E.P. de Ingeniería Ambiental 
    Universidad Peruana Unión (UPeU) 
    Lima, Perú

    Department of Metrology 
    Pontifical Catholic University of Rio de Janeiro (PUC-Rio) 
    Rio de Janeiro, Brasil 

  • Rodrigo F. Calili

    Department of Metrology 
    Pontifical Catholic University of Rio de Janeiro (PUC-Rio) 
    Rio de Janeiro, Brasil 

  • Reinaldo C. Souza

    Department of Metrology 
    Pontifical Catholic University of Rio de Janeiro (PUC-Rio) 
    Rio de Janeiro, Brasil 

    Department of Electrical Engineering 
    Pontifical Catholic University of Rio de Janeiro (PUC-Rio) 
    Rio de Janeiro, Brasil 

  • Felipe L. Coelho da Silva

    Department of Electrical Engineering 
    Pontifical Catholic University of Rio de Janeiro (PUC-Rio) 
    Rio de Janeiro, Brasil 

    Department of Mathematics 
    Federal Rural University of Rio de Janeiro (UFRRJ) 
    Rio de Janeiro, Brasil

Published

2024-01-16

Issue

Section

Articles