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Floresta e Ambiente

versão impressa ISSN 1415-0980versão On-line ISSN 2179-8087


ZANUNCIO, Antônio José Vinha et al. Neuro-fuzzy Hybrid System for Monitoring Wood Moisture Content During Drying. Floresta Ambient. [online]. 2019, vol.26, n.2, e20170504.  Epub 04-Abr-2019. ISSN 1415-0980.

The heterogeneous behavior of wood during drying is a process difficult to control. The objective of this study was to evaluate the accuracy of the neuro-fuzzy hybrid system for monitoring wood moisture during drying. Eucalyptus urophylla x Eucalyptus grandis samples (2 x 2 x 4 cm) were saturated and dried in climatic chamber for 15 days. Basic density was determined by the dry mass/saturated volume ratio. Two neuro-fuzzy systems were developed to monitor wood moisture, the first based on the genetic material and drying period and the second based on basic density and drying period. The drying rate of wood samples was higher at the initial period and all reached equilibrium moisture content after 15 days. Density showed relationship with wood moisture during the study period. Both systems have the potential to monitor moisture, however, neuro-fuzzy system based on basic density and drying period showed better results and is therefore more suitable.

Palavras-chave : air drying; basic density; Eucalyptus.

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