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Predicting the high heating value and nitrogen content of torrefied biomass using a support vector machine optimized by a sparrow search algorithm

A support vector machine (SVM) model with RBF kernel function combined with sparrow search algorithm (SSA) optimization was developed to predict the HHV and nitrogen content (No) values of torrefied biomass based on the feedstock properties and torrefaction conditions. Results showed that SSA optimi...

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Detalles Bibliográficos
Autores principales: Xiaorui, Liu, Jiamin, Yang, Longji, Yuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9809988/
https://www.ncbi.nlm.nih.gov/pubmed/36686936
http://dx.doi.org/10.1039/d2ra06869a