Drying kinetic for moisture content prediction of peels Tahiti lemon (Citrus latifolia): Approach by machine learning and optimization - genetic algorithms and nonlinear programming

The application of a versatile approach for modeling and prediction the moisture content of dried peels was evaluated using both empirical and semi-empirical equations (Lewis, Page, Henderson and Pabis, Modified Page, Logarithmic, and Modified Logistic) as well as machine learning models (K-nearest...

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Detalhes bibliográficos
Principais autores: Maressa O. Camilo, Romero F. Carvalho, Ariany B.S. Costa, Esly F.C. Junior, Andréa O.S. Costa, Robson C. Sousa
Formato: Artigo
Idioma:English
Publicado em: Elsevier 2025-01-01
coleção:South African Journal of Chemical Engineering
Assuntos:
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S1026918524001203