Application of fuzzy logic in the analysis of weather conditions

Authors

  • Olga Małolepsza Kazimierz Wielki University
  • Piotr Prokopowicz Kazimierz Wielki University
  • Dariusz Mikołajewski Kazimierz Wielki University

DOI:

https://doi.org/10.34767/SIMIS.2025.01.01

Keywords:

fuzzy logic, weather analysis, Matlab, artificial intelligence, Mamdani, fuzzy sets

Abstract

The topic of this paper is the use of fuzzy logic in the recognition and analysis of weather conditions. The fuzzy system used for weather recognition was created using Matlab, in the Fuzzy Logic Designer application, focusing on the integration of fuzzy logic and artificial intelligence (AI) techniques, demonstrating the possibilities offered by AI systems in managing uncertainty. The weather recognition model uses three input variables in the form of maximum temperature, minimum temperature and wind, as well as 35 rules that generate a weather forecast, namely precipitation, which can be very low, low, normal, high and very high.

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Published

2025-06-17

How to Cite

Application of fuzzy logic in the analysis of weather conditions. (2025). Studies and Materials in Applied Computer Science, 17(1), 5-13. https://doi.org/10.34767/SIMIS.2025.01.01