Influence of Heartwood on Wood Density and Pulp Properties Explained by Machine Learning Techniques

The aim of this work is to develop a tool to predict some pulp properties e.g., pulp yield, Kappa number, ISO brightness (ISO 2470:2008), fiber length and fiber width, using the sapwood and heartwood proportion in the raw-material. For this purpose, Acacia melanoxylon trees were collected from four...

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Detalhes bibliográficos
Autor principal: Iglesias, C. (author)
Outros Autores: Santos, A.J.A. (author), Martínez, J. (author), Pereira, H. (author), Anjos, O. (author)
Formato: article
Idioma:eng
Publicado em: 2017
Assuntos:
Acacia melanoxylon
Heartwood
Pulp properties
Multiple Linear Regression
CART
Multi-Layer Perceptron (MLP)
Support Vector Machines (SVM)
Texto completo:http://hdl.handle.net/10400.11/5554
País:Portugal
Oai:oai:repositorio.ipcb.pt:10400.11/5554

Texto Completo

http://hdl.handle.net/10400.11/5554

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