Transfer learning for solar irradiation prediction in Minas Gerais, Brazil.

ABSTRACT: Minas Gerais is, in economic and population terms, the third-largest state in Brazil, where significant investments have been made in producing photovoltaic energy, primarily in distributed micro and mini-generation. Despite the growing demand, no computational model in the literature efficiently predicts future values of solar irradiation, the source of photovoltaic energy, for the entire state. The vast majority of works use empirical models for specific regions of the state. A few papers that use computational models, even those dealing with broader regions of the state, create local models for each point of data observation. This work presents the methodology and development of an optimized computational model for predicting solar irradiation applied throughout Minas Gerais. The presen

SUBMITTER: da Costa Alves Basilio S 

PROVIDER: S-EPMC12624052 | biostudies-literature | 2025 Nov

REPOSITORIES: biostudies-literature