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Integration of solar energy by nature-inspired optimization in the context of circular economy

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  • Stevovic, Ivan
  • Mirjanic, Dragoljub
  • Petrovic, Natasa

Abstract

The purpose of this paper is to make a research on solar power plants integration in an electric power system, taking into account all costs arising from circular economy criteria. Four scenarios of solar power plant installation are analyzed. The methodology relies on nature-inspired optimization. The evolutionary multiobjective genetic algorithm is applied. The optimization is based on the costs of electricity production, encompassing not only the costs of technology, but also the costs of environmental protection and sustainable development. These costs are included in the model and the objectives are formulated accordingly. The objectives are based on maximization of electricity production up to the level of demand, minimization of total electricity costs and minimization of greenhouse gas emissions. In addition, grid losses as well as other limitations and constraints of the electric power system are included into the model. The loss distribution is calculated in proportion to the distance between the supplier and the end user. The solar power plant losses equal zero, because it is assumed that the plant is located in a local community, close to consumers. The results show that the emissions and costs are higher without an introduced solar power plant. Introduction of solar capacities reduces the costs and emissions to a certain level. The developed model may be useful as a decision-support system generator.

Suggested Citation

  • Stevovic, Ivan & Mirjanic, Dragoljub & Petrovic, Natasa, 2021. "Integration of solar energy by nature-inspired optimization in the context of circular economy," Energy, Elsevier, vol. 235(C).
  • Handle: RePEc:eee:energy:v:235:y:2021:i:c:s0360544221015450
    DOI: 10.1016/j.energy.2021.121297
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    1. Audun Botterud and Hans Auer, 2020. "Resource Adequacy with Increasing Shares of Wind and Solar Power: A Comparison of European and U.S. Electricity Market Designs," Economics of Energy & Environmental Policy, International Association for Energy Economics, vol. 0(Number 2).
    2. Shahbaz, Muhammad & Lean, Hooi Hooi, 2012. "Does financial development increase energy consumption? The role of industrialization and urbanization in Tunisia," Energy Policy, Elsevier, vol. 40(C), pages 473-479.
    3. Stevović, Ivan & Mirjanić, Dragoljub & Stevović, Svetlana, 2019. "Possibilities for wider investment in solar energy implementation," Energy, Elsevier, vol. 180(C), pages 495-510.
    4. Malinauskaite, J. & Jouhara, H. & Czajczyńska, D. & Stanchev, P. & Katsou, E. & Rostkowski, P. & Thorne, R.J. & Colón, J. & Ponsá, S. & Al-Mansour, F. & Anguilano, L. & Krzyżyńska, R. & López, I.C. & , 2017. "Municipal solid waste management and waste-to-energy in the context of a circular economy and energy recycling in Europe," Energy, Elsevier, vol. 141(C), pages 2013-2044.
    5. Nikolić, Vladimir & Ivaniš, Marko & Stevović, Ivan, 2014. "Innovation Of Organization Model For Integral Rural Development - Serbia Case Study," Economics of Agriculture, Institute of Agricultural Economics, vol. 61(3), pages 1-12, October.
    6. Paltsev, Sergey, 2014. "Scenarios for Russia's natural gas exports to 2050," Energy Economics, Elsevier, vol. 42(C), pages 262-270.
    7. T. O'Shea & J. S. Golden & L. Olander, 2013. "Sustainability and Earth Resources: Life Cycle Assessment Modeling," Business Strategy and the Environment, Wiley Blackwell, vol. 22(7), pages 429-441, November.
    8. Sun, Huaping & Samuel, Clottey Attuquaye & Kofi Amissah, Joshua Clifford & Taghizadeh-Hesary, Farhad & Mensah, Isaac Adjei, 2020. "Non-linear nexus between CO2 emissions and economic growth: A comparison of OECD and B&R countries," Energy, Elsevier, vol. 212(C).
    9. Klessmann, Corinna & Held, Anne & Rathmann, Max & Ragwitz, Mario, 2011. "Status and perspectives of renewable energy policy and deployment in the European Union—What is needed to reach the 2020 targets?," Energy Policy, Elsevier, vol. 39(12), pages 7637-7657.
    10. Charles, Rhys G. & Davies, Matthew L. & Douglas, Peter & Hallin, Ingrid L. & Mabbett, Ian, 2019. "Sustainable energy storage for solar home systems in rural Sub-Saharan Africa – A comparative examination of lifecycle aspects of battery technologies for circular economy, with emphasis on the South ," Energy, Elsevier, vol. 166(C), pages 1207-1215.
    11. Büyüközkan, Gülçin & Karabulut, Yağmur & Mukul, Esin, 2018. "A novel renewable energy selection model for United Nations' sustainable development goals," Energy, Elsevier, vol. 165(PA), pages 290-302.
    12. Mark Anthony Camilleri, 2021. "A Circular Economy Strategy for Sustainable Value Chains: A European Perspective," CSR, Sustainability, Ethics & Governance, in: Stephen Vertigans & Samuel O. Idowu (ed.), Global Challenges to CSR and Sustainable Development, pages 141-161, Springer.
    13. Kaygusuz, Kamil, 2012. "Energy for sustainable development: A case of developing countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(2), pages 1116-1126.
    14. van der Schoor, Tineke & Scholtens, Bert, 2015. "Power to the people: Local community initiatives and the transition to sustainable energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 666-675.
    15. Erling Holden & Kristin Linnerud & David Banister, 2017. "The Imperatives of Sustainable Development," Sustainable Development, John Wiley & Sons, Ltd., vol. 25(3), pages 213-226, May.
    16. Yonglong Lu & Nebojsa Nakicenovic & Martin Visbeck & Anne-Sophie Stevance, 2015. "Policy: Five priorities for the UN Sustainable Development Goals," Nature, Nature, vol. 520(7548), pages 432-433, April.
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    2. Kınas, Zeynep & Karabiber, Abdulkerim & Yar, Adem & Ozen, Abdurrahman & Ozel, Faruk & Ersöz, Mustafa & Okbaz, Abdulkerim, 2022. "High-performance triboelectric nanogenerator based on carbon nanomaterials functionalized polyacrylonitrile nanofibers," Energy, Elsevier, vol. 239(PD).
    3. Ivan Stevovic & Jovana Jovanovic & Sabahudin Hadrovic, 2023. "Sustainable Economy Of Non Renewable Resources And Conflict With Environment," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 3, pages 119-126, June.
    4. Muhammad Bilal Ali & Syed Ali Abbas Kazmi & Abdullah Altamimi & Zafar A. Khan & Mohammed A. Alghassab, 2023. "Decarbonizing Telecommunication Sector: Techno-Economic Assessment and Optimization of PV Integration in Base Transceiver Stations in Telecom Sector Spreading across Various Geographically Regions," Energies, MDPI, vol. 16(9), pages 1-34, April.
    5. Aşkın, Asmin & Kılkış, Şiir & Akınoğlu, Bülent Gültekin, 2023. "Recycling photovoltaic modules within a circular economy approach and a snapshot for Türkiye," Renewable Energy, Elsevier, vol. 208(C), pages 583-596.

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