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Grid parity analysis of distributed PV generation using Monte Carlo approach: The Brazilian case

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  • Pillot, Benjamin
  • de Siqueira, Sandro
  • Dias, João Batista

Abstract

We have conducted a grid parity analysis of distributed PV generation in Brazil through the use of a probabilistic Monte Carlo approach. Essentially, we have derived the probability distribution of the levelized cost of electricity (LCOE) for both PV and grid electricity. We have thus assessed how likely grid parity will occur with respect to system's nominal power and financing scheme in a net metering framework, by computing the cumulative probability for which the LCOE difference is nonnegative: P(ΔLCOE≥0). Regarding southern Brazil, it appears that economic viability of many residential grid-connected PV systems in operation is far from guaranteed, due to the need for substantial own capital and nominal capacity. 4-kW systems might be viable (P(ΔLCOE≥0)=0.82) but only by relying on equity financing, while small systems around 2kW will not (P(ΔLCOE≥0)≤0.3). When debt financing is considered however, merely systems with nominal capacity above 7kW present significant confidence levels (P(ΔLCOE≥0)>0.95). Eventually, it is outlined that electric company, state tax policy and consumption class are the effective leverages when assessing whether cost of distributed PV generation shall reach parity in the country.

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  • Pillot, Benjamin & de Siqueira, Sandro & Dias, João Batista, 2018. "Grid parity analysis of distributed PV generation using Monte Carlo approach: The Brazilian case," Renewable Energy, Elsevier, vol. 127(C), pages 974-988.
  • Handle: RePEc:eee:renene:v:127:y:2018:i:c:p:974-988
    DOI: 10.1016/j.renene.2018.05.032
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    as
    1. Elminir, Hamdy K., 2007. "Experimental and theoretical investigation of diffuse solar radiation: Data and models quality tested for Egyptian sites," Energy, Elsevier, vol. 32(1), pages 73-82.
    2. Alonso García, M.C. & Balenzategui, J.L., 2004. "Estimation of photovoltaic module yearly temperature and performance based on Nominal Operation Cell Temperature calculations," Renewable Energy, Elsevier, vol. 29(12), pages 1997-2010.
    3. Ogbomo, Osarumen O. & Amalu, Emeka H. & Ekere, N.N. & Olagbegi, P.O., 2017. "A review of photovoltaic module technologies for increased performance in tropical climate," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 1225-1238.
    4. Limmanee, Amornrat & Songtrai, Sasiwimon & Udomdachanut, Nuttakarn & Kaewniyompanit, Songpakit & Sato, Yukinobu & Nakaishi, Masaki & Kittisontirak, Songkiate & Sriprapha, Kobsak & Sakamoto, Yukitaka, 2017. "Degradation analysis of photovoltaic modules under tropical climatic conditions and its impacts on LCOE," Renewable Energy, Elsevier, vol. 102(PA), pages 199-204.
    5. Obi, Manasseh & Bass, Robert, 2016. "Trends and challenges of grid-connected photovoltaic systems – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 1082-1094.
    6. Philip Arestis & Fernando Ferrari-Filho & Luiz Fernando de Paula, 2011. "Inflation targeting in Brazil," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(2), pages 127-148.
    7. Singh, Parm Pal & Singh, Sukhmeet, 2010. "Realistic generation cost of solar photovoltaic electricity," Renewable Energy, Elsevier, vol. 35(3), pages 563-569.
    8. Pao, Hsiao-Tien & Fu, Hsin-Chia, 2013. "Renewable energy, non-renewable energy and economic growth in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 381-392.
    9. Swift, Kenton D., 2013. "A comparison of the cost and financial returns for solar photovoltaic systems installed by businesses in different locations across the United States," Renewable Energy, Elsevier, vol. 57(C), pages 137-143.
    10. Shariah, Adnan & Al-Akhras, M-Ali & Al-Omari, I.A., 2002. "Optimizing the tilt angle of solar collectors," Renewable Energy, Elsevier, vol. 26(4), pages 587-598.
    11. Nelson H. Barbosa-Filho, 2009. "Inflation Targeting in Brazil: 1999–2006," Chapters, in: Gerald A. Epstein & A. Erinc Yeldan (ed.), Beyond Inflation Targeting, chapter 7, Edward Elgar Publishing.
    12. Tanesab, Julius & Parlevliet, David & Whale, Jonathan & Urmee, Tania, 2017. "Seasonal effect of dust on the degradation of PV modules performance deployed in different climate areas," Renewable Energy, Elsevier, vol. 111(C), pages 105-115.
    13. Moradi, Isaac, 2009. "Quality control of global solar radiation using sunshine duration hours," Energy, Elsevier, vol. 34(1), pages 1-6.
    14. Abdelhady, Suzan & Borello, Domenico & Shaban, Ahmed, 2018. "Techno-economic assessment of biomass power plant fed with rice straw: Sensitivity and parametric analysis of the performance and the LCOE," Renewable Energy, Elsevier, vol. 115(C), pages 1026-1034.
    15. Feretic, Danilo & Tomsic, Zeljko, 2005. "Probabilistic analysis of electrical energy costs comparing: production costs for gas, coal and nuclear power plants," Energy Policy, Elsevier, vol. 33(1), pages 5-13, January.
    16. Camps, Xavier & Velasco, Guillermo & de la Hoz, Jordi & Martín, Helena, 2015. "Contribution to the PV-to-inverter sizing ratio determination using a custom flexible experimental setup," Applied Energy, Elsevier, vol. 149(C), pages 35-45.
    17. Notton, G. & Lazarov, V. & Stoyanov, L., 2010. "Optimal sizing of a grid-connected PV system for various PV module technologies and inclinations, inverter efficiency characteristics and locations," Renewable Energy, Elsevier, vol. 35(2), pages 541-554.
    18. World Bank, 2017. "World Development Indicators 2017," World Bank Publications - Books, The World Bank Group, number 26447, December.
    19. Vilaça Gomes, P. & Knak Neto, N. & Carvalho, L. & Sumaili, J. & Saraiva, J.T. & Dias, B.H. & Miranda, V. & Souza, S.M., 2018. "Technical-economic analysis for the integration of PV systems in Brazil considering policy and regulatory issues," Energy Policy, Elsevier, vol. 115(C), pages 199-206.
    20. Holdermann, Claudius & Kissel, Johannes & Beigel, Jürgen, 2014. "Distributed photovoltaic generation in Brazil: An economic viability analysis of small-scale photovoltaic systems in the residential and commercial sectors," Energy Policy, Elsevier, vol. 67(C), pages 612-617.
    21. Branker, K. & Pathak, M.J.M. & Pearce, J.M., 2011. "A review of solar photovoltaic levelized cost of electricity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4470-4482.
    22. Pereira, Marcio Giannini & Camacho, Cristiane Farias & Freitas, Marcos Aurélio Vasconcelos & Silva, Neilton Fidelis da, 2012. "The renewable energy market in Brazil: Current status and potential," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(6), pages 3786-3802.
    23. Cartelle Barros, Juan José & Lara Coira, Manuel & de la Cruz López, María Pilar & del Caño Gochi, Alfredo, 2016. "Probabilistic life-cycle cost analysis for renewable and non-renewable power plants," Energy, Elsevier, vol. 112(C), pages 774-787.
    24. de Faria, Haroldo & Trigoso, Federico B.M. & Cavalcanti, João A.M., 2017. "Review of distributed generation with photovoltaic grid connected systems in Brazil: Challenges and prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 469-475.
    25. Ramli, Makbul A.M. & Hiendro, Ayong & Sedraoui, Khaled & Twaha, Ssennoga, 2015. "Optimal sizing of grid-connected photovoltaic energy system in Saudi Arabia," Renewable Energy, Elsevier, vol. 75(C), pages 489-495.
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    5. Bruno Moreno Rodrigo de Freitas, 2020. "Quantifying the effect of regulated volumetric electriciy tariffs on residential PV adoption under net metering scheme," Working Papers hal-02976874, HAL.
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