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Optimizing hybrid systems and energy storage: Self-sufficiency and economic viability under metering policy changes

Author

Listed:
  • Pires, Arthur Leandro Guerra
  • Miranda, Rafael de Carvalho
  • Rotella Junior, Paulo
  • Rocha, Luiz Célio Souza
  • de Souza, Francisco Matheus Gonçalves
  • Chicco, Gianfranco

Abstract

This study optimizes the economic viability and energy autonomy of hybrid systems (photovoltaic and wind energy) with battery storage considering regulatory provisions. A multi-objective optimization model is proposed using two objective functions, Net Present Value and Self-Sufficiency, modeled using the Response Surface Methodology (RSM). The Normal Boundary Intersection (NBI) method is used for multi-objective optimization. The methodology is applied to the Brazilian context, incorporating Law 14,300/2022 and current tariff structures, and tested across cities in all geographic regions, offering a tangible and broadly relevant case. The main contribution lies in combining RSM and NBI to analyze residential hybrid systems with batteries from a regulatory perspective. Key results indicate that changes in net metering rules do not make investments unfeasible, especially for photovoltaic energy. However, part of the energy distribution costs paid by prosumers - related to the so-called "B Wire" component (grid infrastructure usage fees), cannot be offset and can only be avoided by reducing power injection into the grid, achievable with batteries. Furthermore, the savings from this reduction are insufficient to make the battery use economically feasible under current conditions. The results highlight the need for region-specific policies to harness distributed generation potential, particularly in areas with wind resources, which can increase the Self-Sufficiency level and address reverse power flow issues. Finally, the best residential tariff model is assessed, with most cities favoring the conventional tariff from an economic standpoint. This suggests the need for a tariff model review to achieve positive technical, financial, and environmental impacts.

Suggested Citation

  • Pires, Arthur Leandro Guerra & Miranda, Rafael de Carvalho & Rotella Junior, Paulo & Rocha, Luiz Célio Souza & de Souza, Francisco Matheus Gonçalves & Chicco, Gianfranco, 2025. "Optimizing hybrid systems and energy storage: Self-sufficiency and economic viability under metering policy changes," Energy, Elsevier, vol. 335(C).
  • Handle: RePEc:eee:energy:v:335:y:2025:i:c:s0360544225039003
    DOI: 10.1016/j.energy.2025.138258
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    1. da Silva, Aline Veronese & Rato, Thaís Araújo Tarelho, 2024. "Navigating the transition: The impacts of electricity tariff regulation on distributed generation in Brazil," Utilities Policy, Elsevier, vol. 90(C).
    2. Francesco Papi & Lorenzo Cappugi & Simone Salvadori & Mauro Carnevale & Alessandro Bianchini, 2020. "Uncertainty Quantification of the Effects of Blade Damage on the Actual Energy Production of Modern Wind Turbines," Energies, MDPI, vol. 13(15), pages 1-18, July.
    3. Barone, G. & Buonomano, A. & Cipolla, G. & Forzano, C. & Giuzio, G.F. & Russo, G., 2024. "Designing aggregation criteria for end-users integration in energy communities: Energy and economic optimisation based on hybrid neural networks models," Applied Energy, Elsevier, vol. 371(C).
    4. Leite, Nathalia Hidalgo & Guzman Lascano, Cindy Paola & Valente Morais, Hugo Gabriel & Pereira da Silva, Luiz Carlos, 2024. "Impact of the net-metering policies on solar photovoltaic investments for residential scale: A case study in Brazil," Renewable Energy, Elsevier, vol. 231(C).
    5. Han, Xuejiao & Garrison, Jared & Hug, Gabriela, 2022. "Techno-economic analysis of PV-battery systems in Switzerland," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
    6. Aquila, Giancarlo & Souza Rocha, Luiz Célio & de Oliveira Pamplona, Edson & de Queiroz, Anderson Rodrigo & Rotela Junior, Paulo & Balestrassi, Pedro Paulo & Fonseca, Marcelo Nunes, 2018. "Proposed method for contracting of wind-photovoltaic projects connected to the Brazilian electric system using multiobjective programming," Renewable and Sustainable Energy Reviews, Elsevier, vol. 97(C), pages 377-389.
    7. Grieser, Benno & Sunak, Yasin & Madlener, Reinhard, 2015. "Economics of small wind turbines in urban settings: An empirical investigation for Germany," Renewable Energy, Elsevier, vol. 78(C), pages 334-350.
    8. Costa, Vinicius B.F. & Bonatto, Benedito D. & Silva, Patrícia F., 2022. "Optimizing Brazil's regulated electricity market in the context of time-of-use rates and prosumers with energy storage systems," Utilities Policy, Elsevier, vol. 79(C).
    9. Paulo Rotella Junior & Luiz Célio Souza Rocha & Sandra Naomi Morioka & Ivan Bolis & Gianfranco Chicco & Andrea Mazza & Karel Janda, 2021. "Economic Analysis of the Investments in Battery Energy Storage Systems: Review and Current Perspectives," Energies, MDPI, vol. 14(9), pages 1-29, April.
    10. Mulleriyawage, U.G.K. & Shen, W.X., 2020. "Optimally sizing of battery energy storage capacity by operational optimization of residential PV-Battery systems: An Australian household case study," Renewable Energy, Elsevier, vol. 160(C), pages 852-864.
    11. Razavi, Seyed-Ehsan & Rahimi, Ehsan & Javadi, Mohammad Sadegh & Nezhad, Ali Esmaeel & Lotfi, Mohamed & Shafie-khah, Miadreza & Catalão, João P.S., 2019. "Impact of distributed generation on protection and voltage regulation of distribution systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 105(C), pages 157-167.
    12. Costa, Vinicius B.F. & Capaz, Rafael S. & Silva, Patrícia F. & Doyle, Gabriel & Aquila, Giancarlo & Coelho, Éden O. & de Lorenci, Eliane & Pereira, Lígia C. & Maciel, Letícia B. & Balestrassi, Pedro P, 2022. "Socioeconomic and environmental consequences of a new law for regulating distributed generation in Brazil: A holistic assessment," Energy Policy, Elsevier, vol. 169(C).
    13. Wu, Yaling & Liu, Zhongbing & Li, Benjia & Liu, Jiangyang & Zhang, Ling, 2022. "Energy management strategy and optimal battery capacity for flexible PV-battery system under time-of-use tariff," Renewable Energy, Elsevier, vol. 200(C), pages 558-570.
    14. Iglesias, Caroline & Vilaça, Phillipe, 2022. "On the regulation of solar distributed generation in Brazil: A look at both sides," Energy Policy, Elsevier, vol. 167(C).
    15. 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.
    16. Gomez-Gonzalez, M. & Hernandez, J.C. & Vera, D. & Jurado, F., 2020. "Optimal sizing and power schedule in PV household-prosumers for improving PV self-consumption and providing frequency containment reserve," Energy, Elsevier, vol. 191(C).
    17. de Doile, Gabriel Nasser Doyle & Rotella Junior, Paulo & Rocha, Luiz Célio Souza & Janda, Karel & Aquila, Giancarlo & Peruchi, Rogério Santana & Balestrassi, Pedro Paulo, 2022. "Feasibility of hybrid wind and photovoltaic distributed generation and battery energy storage systems under techno-economic regulation," Renewable Energy, Elsevier, vol. 195(C), pages 1310-1323.
    18. Razmjoo, A. & Gakenia Kaigutha, L. & Vaziri Rad, M.A. & Marzband, M. & Davarpanah, A. & Denai, M., 2021. "A Technical analysis investigating energy sustainability utilizing reliable renewable energy sources to reduce CO2 emissions in a high potential area," Renewable Energy, Elsevier, vol. 164(C), pages 46-57.
    19. 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.
    20. Uz, Dilek & Mamkhezri, Jamal, 2024. "Household willingness to pay for various attributes of residential solar panels: Evidence from a discrete choice experiment," Energy Economics, Elsevier, vol. 130(C).
    21. Warren, Peter, 2014. "A review of demand-side management policy in the UK," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 941-951.
    22. Li, Chong & Ge, Xinfeng & Zheng, Yuan & Xu, Chang & Ren, Yan & Song, Chenguang & Yang, Chunxia, 2013. "Techno-economic feasibility study of autonomous hybrid wind/PV/battery power system for a household in Urumqi, China," Energy, Elsevier, vol. 55(C), pages 263-272.
    23. Radwan, Ali & Mdallal, Ayman & Haridy, Salah & Abdelkareem, Mohammad Ali & Alami, Abdul Hai & Olabi, Abdul Ghani, 2024. "Optimizing the annual energy yield of a residential bifacial photovoltaic system using response surface methodology," Renewable Energy, Elsevier, vol. 222(C).
    24. Kevin R. Mallon & Francis Assadian & Bo Fu, 2017. "Analysis of On-Board Photovoltaics for a Battery Electric Bus and Their Impact on Battery Lifespan," Energies, MDPI, vol. 10(7), pages 1-31, July.
    25. Gomes, Amanda Mendes Ferreira & Pinto, Gustavo Xavier de Andrade & dos Santos, Daniel Odilio & Antoniolli, Andrigo Filippo Gonçalves & Naspolini, Helena Flavia & Rüther, Ricardo, 2025. "Uncovering the beneficiaries: exploring the impact of new distributed solar energy legislation in Brazil," Renewable Energy, Elsevier, vol. 251(C).
    26. Abdurrahman Shuaibu Hassan & Yanxia Sun & Zenghui Wang, 2022. "Water, Energy and Food Algorithm with Optimal Allocation and Sizing of Renewable Distributed Generation for Power Loss Minimization in Distribution Systems (WEF)," Energies, MDPI, vol. 15(6), pages 1-19, March.
    27. Staffell, Iain & Green, Richard, 2014. "How does wind farm performance decline with age?," Renewable Energy, Elsevier, vol. 66(C), pages 775-786.
    28. Aghabalazadeh, Mohammad & Neshat, Elaheh, 2024. "Proposal and optimization of a novel biomass-based tri-generation system using energy, exergy and exergoeconomic analyses and design of experiments method," Energy, Elsevier, vol. 288(C).
    29. Nicolson, Moira L. & Fell, Michael J. & Huebner, Gesche M., 2018. "Consumer demand for time of use electricity tariffs: A systematized review of the empirical evidence," Renewable and Sustainable Energy Reviews, Elsevier, vol. 97(C), pages 276-289.
    30. Clapin, Lachlan & Longden, Thomas, 2024. "Waiting to generate: An analysis of onshore wind and solar PV project development lead-times in Australia," Energy Economics, Elsevier, vol. 131(C).
    31. Zhang, Guodao & Zhou, Haijun & Ge, Yisu & Magabled, Sharafzher M. & Abbas, Mohamed & Pan, Xiaotian & Ponnore, Joffin Jose & Asilza, Hamd & Liu, Jian & Yang, Yanhong, 2024. "Enhancing on-grid renewable energy systems: Optimal configuration and diverse design strategies," Renewable Energy, Elsevier, vol. 235(C).
    32. de Souza Almeida Neto, José César & Torres, Pedro Ferreira & Manito, Alex Renan Arrifano & Pinho, João Tavares & Zilles, Roberto, 2023. "A comparison study of grid impact of photovoltaic installations in Brazil according to Normative Resolution 482 and Federal law 14.300," Energy Policy, Elsevier, vol. 181(C).
    33. Secchi, Mattia & Barchi, Grazia & Macii, David & Moser, David & Petri, Dario, 2021. "Multi-objective battery sizing optimisation for renewable energy communities with distribution-level constraints: A prosumer-driven perspective," Applied Energy, Elsevier, vol. 297(C).
    34. de Oliveira e Silva, Guilherme & Hendrick, Patrick, 2017. "Photovoltaic self-sufficiency of Belgian households using lithium-ion batteries, and its impact on the grid," Applied Energy, Elsevier, vol. 195(C), pages 786-799.
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