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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Bibliographic Details
Main Author: Iglesias, Carla (author)
Other Authors: Santos, António José Alves (author), Martínez, Javier (author), Pereira, Helena (author), Anjos, Ofélia (author)
Format: article
Language:eng
Published: 2017
Subjects:
Acacia melanoxylon
heartwood
pulp properties
multiple linear regression
CART
multi-layer perceptron
support vector machines
Online Access:http://hdl.handle.net/10400.5/13758
Country:Portugal
Oai:oai:www.repository.utl.pt:10400.5/13758

Internet

http://hdl.handle.net/10400.5/13758

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