10th International Congress on Information and Communication Technology in concurrent with ICT Excellence Awards (ICICT 2025) will be held at London, United Kingdom | February 18 - 21 2025.
Authors - Ana Martinez-Gamez, Heberto Ferreira-Medina, Bernardo Lopez-Sosa, Sayra Orozco, Mario Morales-Maximo, Carlos A. Garcia, Michel Rivero Abstract - This project aims to develop a methodology for predicting solar radiation in San Francisco Pich´ataro, a community in the municipality of Tingambato, Michoac´an, Mexico. This community lies within the Pur´epecha indigenous zone. The project utilized two databases: one from a solarimetric station in the area and the other from the Solcast platform, which provides access to solar irradiance and other pertinent meteorological variables. Rigorous data cleansing and analysis procedures were implemented to ensure data quality and compatibility. Subsequently, both linear and decision tree regression models were applied to the refined and prepared data to forecast solar radiation.
