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Optimization and prediction of the cotton fabric dyeing process using Taguchi design-integrated machine learning approach

The typical textile dyeing process calls for a wide range of operational parameters, and it has always been difficult to pinpoint which of these qualities is the most important in dyeing performance. Consequently, this research used a combined design of experiments and machine learning prediction mo...

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Detalles Bibliográficos
Autores principales: Pervez, Md. Nahid, Yeo, Wan Sieng, Lin, Lina, Xiong, Xiaorong, Naddeo, Vincenzo, Cai, Yingjie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10390507/
https://www.ncbi.nlm.nih.gov/pubmed/37524835
http://dx.doi.org/10.1038/s41598-023-39528-1