Flexural and visual characteristics of fibre-managed plantation Eucalyptus globulus timber

Mohammad Derikvand, Nathan Kotlarewski, Michael Lee, Hui Jiao, Gregory Nolan

Research output: Contribution to journalArticleScientificpeer-review

11 Citations (Scopus)


The main goal of this study was to investigate the visual characteristics, recovery rate, and flexural properties of sawn boards from a fibre-managed plantation Eucalyptus globulus resource as a potential raw material for structural building applications. The impacts of the visual characteristics, strength-reducing features, and variation in basic density and moisture content on the bending modulus of elasticity (MOE) and modulus of rupture (MOR) of the boards were investigated. The reliabilities of different non-destructive methods in predicting MOE and MOR of the boards were evaluated, including log acoustic wave velocity measurement and numerical modellings. The MOE and MOR of the boards were significantly affected by the slope of grain, percentage of clear wood, and total number of knots in the loading zone of the boards. The normal variation in basic density significantly influenced the MOE of the boards while its effect on the MOR was insignificant. The numerical models developed using the artificial neural network (ANN) showed better accuracies in predicting the MOE and MOR of the boards than traditional multi-regression modelling and log acoustic wave velocity measurement. The ANN models developed in this study showed more than 78.5% and 79.9% success in predicting the adjusted MOE and MOR of the boards, respectively.

Original languageEnglish
Pages (from-to)172-181
Number of pages10
JournalWood Material Science and Engineering
Issue number3
Early online date2018
Publication statusPublished - 3 May 2020
MoE publication typeA1 Journal article-refereed


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