Fuzzy decision-making model for solar photovoltaic panel evaluation

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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.

Tytuł
Fuzzy decision-making model for solar photovoltaic panel evaluation
Twórca
Ziemba Paweł ORCID 0000-0002-4414-8547
Słowa kluczowe
solar energy; photovoltaic panels; multi-criteria decision-making; fuzzy sets; fuzzy decision model; NEAT F-PROMETHEE; imprecision; uncertainty
Słowa kluczowe
energia słoneczna; panele fotowoltaiczne; wielokryterialne podejmowanie decyzji; zbiory rozmyte; rozmyty model decyzyjny; nieprecyzyjność; niepewność
Współtwórca
Szaja Marta ORCID 0000-0002-4137-9104
Data
2023
Typ zasobu
artykuł
Identyfikator zasobu
DOI 10.3390/en16135161
Źródło
Energies, 2023, t. 16 z. 13 (5161), [br.s.], 5161
Język
angielski
Prawa autorskie
CC BY CC BY
Dyscyplina naukowa
Nauki o zarządzaniu i jakości; Dziedzina nauk społecznych
Kategorie
Publikacje pracowników US
Data udostępnienia8 lis 2023, 12:08:41
Data mod.8 lis 2023, 12:08:41
DostępPubliczny
Aktywnych wyświetleń0