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DC Optimal Power Flow Model to Assess the Irradiance Effect on the Sizing and Profitability of the PV-Battery System

Author

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  • Fernando García-Muñoz

    (Industrial Engineering Department, University of Santiago de Chile, Avenida Ecuador 3769, Santiago 9170124, Chile
    IREC Catalonia Institute for Energy Research, C. Jardins de les Dones de Negre, 1, Pl. 2a, 08930 Sant Adrià del Besòs, Spain)

  • Miguel Alfaro

    (Industrial Engineering Department, University of Santiago de Chile, Avenida Ecuador 3769, Santiago 9170124, Chile)

  • Guillermo Fuertes

    (Industrial Engineering Department, University of Santiago de Chile, Avenida Ecuador 3769, Santiago 9170124, Chile
    Facultad de Ingeniería, Ciencia y Tecnología, Universidad Bernardo O’Higgins, Avenida Viel 1497, Ruta 5 Sur, Santiago 8370993, Chile)

  • Manuel Vargas

    (Industrial Engineering Department, University of Santiago de Chile, Avenida Ecuador 3769, Santiago 9170124, Chile)

Abstract

The decreasing cost of renewable energy resources and the developments in storage system technologies over recent years have increased the penetration of photovoltaic systems to face the high rise in the electricity load. Likewise, there has also been an increase in the demand for tools that make this integration process in the current power systems profitable. This paper proposes a mathematical model based on the DC optimal power flow equations to find the optimal capacity of the PV panels and batteries for a standalone system or a system supported by the grid, while the investment and the energy required by the grid are minimized. In this regard, five different locations have been used as case studies to measure the influence of the irradiance level on the PV-Battery capacity installed and on the economic indicators such as CAPEX, OPEX, NPV, IRR, and the payback period. Thus, a modified 14-bus system has been used to replicate the grid technical limitations and show that a PV-Battery system connected to the grid could produce 26.9% more savings than a standalone PV-Battery and that a location with irradiance levels over 6.08 (kWh/m 2 /yr) could reduce the payback period for two years.

Suggested Citation

  • Fernando García-Muñoz & Miguel Alfaro & Guillermo Fuertes & Manuel Vargas, 2022. "DC Optimal Power Flow Model to Assess the Irradiance Effect on the Sizing and Profitability of the PV-Battery System," Energies, MDPI, vol. 15(12), pages 1-16, June.
  • Handle: RePEc:gam:jeners:v:15:y:2022:i:12:p:4408-:d:840875
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    as
    1. Nazia Arbab & Jason Grabosky & Richard Leopold, 2022. "Economic Assessment of Urban Ash Tree Management Options in New Jersey," Sustainability, MDPI, vol. 14(4), pages 1-18, February.
    2. Ramli, Makbul A.M. & Bouchekara, H.R.E.H. & Alghamdi, Abdulsalam S., 2018. "Optimal sizing of PV/wind/diesel hybrid microgrid system using multi-objective self-adaptive differential evolution algorithm," Renewable Energy, Elsevier, vol. 121(C), pages 400-411.
    3. Hassan M. H. Farh & Abdullrahman A. Al-Shamma’a & Abdullah M. Al-Shaalan & Abdulaziz Alkuhayli & Abdullah M. Noman & Tarek Kandil, 2022. "Technical and Economic Evaluation for Off-Grid Hybrid Renewable Energy System Using Novel Bonobo Optimizer," Sustainability, MDPI, vol. 14(3), pages 1-18, January.
    4. Kenan Liu & Bugong Sun & Xiaoyang Gao & Yang Zhang & Wei Sun & Quan Feng & Wanxia Yang & Licheng Wang, 2022. "Optimal Sizing of the Stand-Alone Photovoltaic System for a Solar-Powered Translational Sprinkler Irrigation Machine considering the Loss of Power Supply Probability," Mathematical Problems in Engineering, Hindawi, vol. 2022, pages 1-10, January.
    5. Khan, Faizan A. & Pal, Nitai & Saeed, Syed.H., 2018. "Review of solar photovoltaic and wind hybrid energy systems for sizing strategies optimization techniques and cost analysis methodologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 92(C), pages 937-947.
    6. Hang Thi-Thuy Le & Eleonora Riva Sanseverino & Dinh-Quang Nguyen & Maria Luisa Di Silvestre & Salvatore Favuzza & Manh-Hai Pham, 2022. "Critical Assessment of Feed-In Tariffs and Solar Photovoltaic Development in Vietnam," Energies, MDPI, vol. 15(2), pages 1-20, January.
    7. Fares, Dalila & Fathi, Mohamed & Mekhilef, Saad, 2022. "Performance evaluation of metaheuristic techniques for optimal sizing of a stand-alone hybrid PV/wind/battery system," Applied Energy, Elsevier, vol. 305(C).
    8. Schopfer, S. & Tiefenbeck, V. & Staake, T., 2018. "Economic assessment of photovoltaic battery systems based on household load profiles," Applied Energy, Elsevier, vol. 223(C), pages 229-248.
    9. Talent, Orlando & Du, Haiping, 2018. "Optimal sizing and energy scheduling of photovoltaic-battery systems under different tariff structures," Renewable Energy, Elsevier, vol. 129(PA), pages 513-526.
    10. Liu, Yanfeng & Zhao, Yiting & Chen, Yaowen & Wang, Dengjia & Li, Yong & Yuan, Xipeng, 2022. "Design optimization of the solar heating system for office buildings based on life cycle cost in Qinghai-Tibet plateau of China," Energy, Elsevier, vol. 246(C).
    11. Ren, Zhengen & Grozev, George & Higgins, Andrew, 2016. "Modelling impact of PV battery systems on energy consumption and bill savings of Australian houses under alternative tariff structures," Renewable Energy, Elsevier, vol. 89(C), pages 317-330.
    12. Michelle Maceas Henao & Jairo José Espinosa Oviedo, 2022. "Bidding Strategy for VPP and Economic Feasibility Study of the Optimal Sizing of Storage Systems to Face the Uncertainty of Solar Generation Modelled with IGDT," Energies, MDPI, vol. 15(3), pages 1-13, January.
    13. Zbysław Dobrowolski & Grzegorz Drozdowski, 2022. "Does the Net Present Value as a Financial Metric Fit Investment in Green Energy Security?," Energies, MDPI, vol. 15(1), pages 1-16, January.
    14. Sun, Hongyue & Ebadi, Abdol Ghaffar & Toughani, Mohsen & Nowdeh, Saber Arabi & Naderipour, Amirreza & Abdullah, Aldrin, 2022. "Designing framework of hybrid photovoltaic-biowaste energy system with hydrogen storage considering economic and technical indices using whale optimization algorithm," Energy, Elsevier, vol. 238(PA).
    15. Ram, Manish & Osorio-Aravena, Juan Carlos & Aghahosseini, Arman & Bogdanov, Dmitrii & Breyer, Christian, 2022. "Job creation during a climate compliant global energy transition across the power, heat, transport, and desalination sectors by 2050," Energy, Elsevier, vol. 238(PA).
    16. Wang, Y. & Rousis, A. Oulis & Strbac, G., 2022. "Resilience-driven optimal sizing and pre-positioning of mobile energy storage systems in decentralized networked microgrids," Applied Energy, Elsevier, vol. 305(C).
    17. Adefarati, T. & Bansal, R.C., 2017. "Reliability and economic assessment of a microgrid power system with the integration of renewable energy resources," Applied Energy, Elsevier, vol. 206(C), pages 911-933.
    18. Cao, Yan & Taslimi, Melika S. & Dastjerdi, Sajad Maleki & Ahmadi, Pouria & Ashjaee, Mehdi, 2022. "Design, dynamic simulation, and optimal size selection of a hybrid solar/wind and battery-based system for off-grid energy supply," Renewable Energy, Elsevier, vol. 187(C), pages 1082-1099.
    19. Fachrizal, Reza & Shepero, Mahmoud & Åberg, Magnus & Munkhammar, Joakim, 2022. "Optimal PV-EV sizing at solar powered workplace charging stations with smart charging schemes considering self-consumption and self-sufficiency balance," Applied Energy, Elsevier, vol. 307(C).
    20. Sens, Lucas & Neuling, Ulf & Kaltschmitt, Martin, 2022. "Capital expenditure and levelized cost of electricity of photovoltaic plants and wind turbines – Development by 2050," Renewable Energy, Elsevier, vol. 185(C), pages 525-537.
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