Quality evaluation of heat-treated sessile oak ( Quercus petraea L.) wood by colour and FT-NIR spectroscopy
Само за регистроване кориснике
2022
Чланак у часопису (Објављена верзија)
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Метаподаци
Приказ свих података о документуАпстракт
The prediction of physical (wood density, mass loss) and mechanical (bending properties, compressive strength parallel to grain, and Brinell hardness) properties of heat-treated sessile oak (Quercus petraea L.) by FT-NIR spectroscopy, colour change, and partial least squares regression (PLS) was studied. Samples of oak sapwood and heartwood were treated for 4 h at temperatures at 170, 190, and 210 degrees C. FT-NIR spectra (100 scans and 4 cm(-1)) and colour parameters (CIE L*a*b* system) were collected on the radial surface before and after heat treatment. The applied heat treatment changed wood properties, darkened the colour and reduced the colour difference between heartwood and sapwood. According to the residual prediction deviation (RPD), most models obtained could be used for preliminary wood quality screening (1.5 lt RPD lt 2.0) and the properties of heartwood were better predicted than those of sapwood. Mass loss prediction by colour change can be used for quality control ...while for the other properties FT-NIR provided a more clear picture of the heat-treated oak wood and can serve as a quality indicator.
Кључне речи:
Sessile oak / residual prediction deviation (RPD) / Multivariate estimation / heat treatment / FT-NIR spectroscopy / colourИзвор:
Wood Material Science & Engineering, 2022, 17, 3, 202-209Финансирање / пројекти:
- Министарство науке, технолошког развоја и иновација Републике Србије, институционално финансирање - 200169 (Универзитет у Београду, Шумарски факултет) (RS-MESTD-inst-2020-200169)
DOI: 10.1080/17480272.2020.1847188
ISSN: 1748-0272
WoS: 000591006100001
Scopus: 2-s2.0-85096591118
Институција/група
Šumarski fakultetTY - JOUR AU - Todorović, Nebojša AU - Popović, Zdravko AU - Milić, Goran AU - Veizović, Marko AU - Popadić, Ranko PY - 2022 UR - https://omorika.sfb.bg.ac.rs/handle/123456789/1355 AB - The prediction of physical (wood density, mass loss) and mechanical (bending properties, compressive strength parallel to grain, and Brinell hardness) properties of heat-treated sessile oak (Quercus petraea L.) by FT-NIR spectroscopy, colour change, and partial least squares regression (PLS) was studied. Samples of oak sapwood and heartwood were treated for 4 h at temperatures at 170, 190, and 210 degrees C. FT-NIR spectra (100 scans and 4 cm(-1)) and colour parameters (CIE L*a*b* system) were collected on the radial surface before and after heat treatment. The applied heat treatment changed wood properties, darkened the colour and reduced the colour difference between heartwood and sapwood. According to the residual prediction deviation (RPD), most models obtained could be used for preliminary wood quality screening (1.5 lt RPD lt 2.0) and the properties of heartwood were better predicted than those of sapwood. Mass loss prediction by colour change can be used for quality control while for the other properties FT-NIR provided a more clear picture of the heat-treated oak wood and can serve as a quality indicator. T2 - Wood Material Science & Engineering T1 - Quality evaluation of heat-treated sessile oak ( Quercus petraea L.) wood by colour and FT-NIR spectroscopy EP - 209 IS - 3 SP - 202 VL - 17 DO - 10.1080/17480272.2020.1847188 UR - conv_1510 ER -
@article{ author = "Todorović, Nebojša and Popović, Zdravko and Milić, Goran and Veizović, Marko and Popadić, Ranko", year = "2022", abstract = "The prediction of physical (wood density, mass loss) and mechanical (bending properties, compressive strength parallel to grain, and Brinell hardness) properties of heat-treated sessile oak (Quercus petraea L.) by FT-NIR spectroscopy, colour change, and partial least squares regression (PLS) was studied. Samples of oak sapwood and heartwood were treated for 4 h at temperatures at 170, 190, and 210 degrees C. FT-NIR spectra (100 scans and 4 cm(-1)) and colour parameters (CIE L*a*b* system) were collected on the radial surface before and after heat treatment. The applied heat treatment changed wood properties, darkened the colour and reduced the colour difference between heartwood and sapwood. According to the residual prediction deviation (RPD), most models obtained could be used for preliminary wood quality screening (1.5 lt RPD lt 2.0) and the properties of heartwood were better predicted than those of sapwood. Mass loss prediction by colour change can be used for quality control while for the other properties FT-NIR provided a more clear picture of the heat-treated oak wood and can serve as a quality indicator.", journal = "Wood Material Science & Engineering", title = "Quality evaluation of heat-treated sessile oak ( Quercus petraea L.) wood by colour and FT-NIR spectroscopy", pages = "209-202", number = "3", volume = "17", doi = "10.1080/17480272.2020.1847188", url = "conv_1510" }
Todorović, N., Popović, Z., Milić, G., Veizović, M.,& Popadić, R.. (2022). Quality evaluation of heat-treated sessile oak ( Quercus petraea L.) wood by colour and FT-NIR spectroscopy. in Wood Material Science & Engineering, 17(3), 202-209. https://doi.org/10.1080/17480272.2020.1847188 conv_1510
Todorović N, Popović Z, Milić G, Veizović M, Popadić R. Quality evaluation of heat-treated sessile oak ( Quercus petraea L.) wood by colour and FT-NIR spectroscopy. in Wood Material Science & Engineering. 2022;17(3):202-209. doi:10.1080/17480272.2020.1847188 conv_1510 .
Todorović, Nebojša, Popović, Zdravko, Milić, Goran, Veizović, Marko, Popadić, Ranko, "Quality evaluation of heat-treated sessile oak ( Quercus petraea L.) wood by colour and FT-NIR spectroscopy" in Wood Material Science & Engineering, 17, no. 3 (2022):202-209, https://doi.org/10.1080/17480272.2020.1847188 ., conv_1510 .