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Fuzzy Decision-Making Model for Solar Photovoltaic Panel Evaluation

Author

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  • Paweł Ziemba

    (Institute of Management, University of Szczecin, Aleja Papieża Jana Pawła II 22A, 70-453 Szczecin, Poland)

  • Marta Szaja

    (Institute of Management, University of Szczecin, Aleja Papieża Jana Pawła II 22A, 70-453 Szczecin, Poland)

Abstract

The use of solar photovoltaic (PV) panels is one of the most promising ways to generate electricity. However, the complex technical parameters associated with them make the choice between different PV panels a complicated task. The aim of the article is the analysis and multi-criteria evaluation of PV panels available on the Polish market and to indicate the optimal solar PV panels according to the adopted technical criteria. The practical goal was achieved using a fuzzy approach, taking into account the uncertainty of operational parameters. Based on the applied approach and multi-criteria NEAT F-PROMETHEE method, a fuzzy decision model was built for the evaluation of PV panels. The results of this model were compared with the results of an analogous model that did not take into account the uncertainty of the data. As a result of the research, it was found that the results of the fuzzy model should be considered more reliable, because fuzzy numbers allow for capturing more data than real numbers, which translates into greater reliability of the results of the fuzzy model.

Suggested Citation

  • Paweł Ziemba & Marta Szaja, 2023. "Fuzzy Decision-Making Model for Solar Photovoltaic Panel Evaluation," Energies, MDPI, vol. 16(13), pages 1-19, July.
    • Handle: RePEc:gam:jeners:v:16:y:2023:i:13:p:5161-:d:1186817
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    References listed on IDEAS

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    Cited by:

    1. Elissa Nadia Madi & Zahrahtul Amani Zakaria & Aceng Sambas & Sukono, 2023. "Toward Effective Uncertainty Management in Decision-Making Models Based on Type-2 Fuzzy TOPSIS," Mathematics, MDPI, vol. 11(16), pages 1-18, August.
    2. Paweł Ziemba, 2023. "Selection of Photovoltaic Panels Based on Ranges of Criteria Weights and Balanced Assessment Criteria," Energies, MDPI, vol. 16(17), pages 1-18, September.

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