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Methodology of risk analysis by Monte Carlo Method applied to power generation with renewable energy

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  • Pereira, Edinaldo José da Silva
  • Pinho, João Tavares
  • Galhardo, Marcos André Barros
  • Macêdo, Wilson Negrão

Abstract

This paper presents a methodology that uses the Monte Carlo Method (MCM) to estimate the behavior of economic parameters which may help decision, considering the risk in project sustainability. In order to show how this methodology can be used, a Grid-Connected Photovoltaic System (GCPVS) of 1.575 kWp, located on the roof top of the laboratory building of the Grupo de Estudos e Desenvolvimento de Alternativas Energéticas – GEDAE, at the Universidade Federal do Pará – UFPA, Belém – Pará – Brazil, and operating since December 2007, is analyzed. This system was chosen because it was the first GCPVS installed in the Brazilian Amazon Region, being the first risk evaluation on using a renewable energy source connected to the grid in the Region. This work also presents a similar treatment for the case of a stand-alone photovoltaic system (SAPVS) installed in the remote Santo Antônio Village, municipality of Breves, Pará, Brazil, considering the risk of investment assumed by an investor in power generation projects with similar characteristics or using other renewable energy sources. The last case allows a better assessment for other important applications of renewable energy in the Amazon Region, where the demand for energy is growing, but is still costly and often not a priority in government actions.

Suggested Citation

  • Pereira, Edinaldo José da Silva & Pinho, João Tavares & Galhardo, Marcos André Barros & Macêdo, Wilson Negrão, 2014. "Methodology of risk analysis by Monte Carlo Method applied to power generation with renewable energy," Renewable Energy, Elsevier, vol. 69(C), pages 347-355.
    • Handle: RePEc:eee:renene:v:69:y:2014:i:c:p:347-355
    DOI: 10.1016/j.renene.2014.03.054
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    References listed on IDEAS

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    1. Pinheiro, Giorgiana & Rendeiro, Gonçalo & Pinho, João & Macedo, Emanuel, 2012. "Sustainable management model for rural electrification: Case study based on biomass solid waste considering the Brazilian regulation policy," Renewable Energy, Elsevier, vol. 37(1), pages 379-386.
    2. Bernal-Agustín, José L. & Dufo-López, Rodolfo, 2006. "Economical and environmental analysis of grid connected photovoltaic systems in Spain," Renewable Energy, Elsevier, vol. 31(8), pages 1107-1128.
    3. Rendeiro, Gonçalo & Macedo, Emanuel N. & Pinheiro, Giorgiana & Pinho, João, 2011. "Analysis on the feasibility of biomass power plants adding to the electric power system – Economic, regulatory and market aspects – State of Pará, Brazil," Renewable Energy, Elsevier, vol. 36(6), pages 1678-1684.
    4. Iacobescu, Flavius & Badescu, Viorel, 2012. "The potential of the local administration as driving force for the implementation of the National PV systems Strategy in Romania," Renewable Energy, Elsevier, vol. 38(1), pages 117-125.
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