Detection of wet-pockets on the surface of Tsuga heterophylla (Raf.) Sarg. by near infrared (NIR) spectroscopy
-
Ken Watanabe
Abstract
Multivariate statistical models capable of rapidly and accurately predicting the surface moisture content in Tsuga heterophylla were developed based on near infrared (NIR) spectra of small specimens precisely conditioned within the hygroscopic range. In an initial research phase, the applicability of NIR as predictor of surface moisture was investigated. The first derivative spectra in the range of 1300–2100 nm yielded the best results. The partial least squares regression (PLS-1) model had coefficient of determination (R2) of 0.98, root mean square error of cross validation (RMSECV) of 0.97%, root mean square error of prediction (RMSEP) of 1.05%, and ratio of performance to deviation (RPD) of 7.25. In a subsequent phase, an inline pilot-plant NIR system combined with this PLS-1 model was constructed. The prediction ability of the NIR system was tested with line speeds of 0, 100, 200, and 400 mm s-1 on kiln-dried full-length lamination boards classified as “wets” after conventional kiln drying. In a calibrated range of moisture content (0–25.4%), the NIR system demonstrated R2 values of 0.79 and 0.74, RMSEP values of 3.13 and 3.28, and RPD values of 2.18 and 1.67 at a line speed of 0 and 100 mm s-1, respectively, regardless of the presence of knots and surface roughness. These results demonstrate that the NIR system at a line speed of 0–100 mm s-1 could be used to provide entire surface moisture distribution and to detect local moisture peaks that indicate surface wet-pockets in kiln-dried lumber destined for lamination.
©2010 by Walter de Gruyter Berlin New York
Articles in the same Issue
- Original Papers
- Initiating ECF bleaching sequences of eucalyptus kraft pulps with Z/D and Z/E stages
- Characterization of black liquors from kraft pulping of first-thinning Scots pine (Pinus sylvestris L.)
- Analysis of products from the oxidation of technical lignins by oxygen and H3PMo12O40 in water and aqueous methanol by size-exclusion chromatography
- Oxidative polymerisation of models for phenolic lignin end-groups by laccase
- Determination of anionic groups in wood by time-of-flight secondary ion mass spectrometry and laser ablation-inductively coupled plasma-mass spectrometry
- Effects of sample preparation on NIR spectroscopic estimation of chemical properties of Eucalyptus urophylla S.T. Blake wood
- Detection of wet-pockets on the surface of Tsuga heterophylla (Raf.) Sarg. by near infrared (NIR) spectroscopy
- Cellular distribution of coniferin in differentiating xylem of Chamaecyparis obtusa as revealed by Raman microscopy
- Hydrolysis of cellulose and wood powder treated with DMDHEU by a hydrolase enzyme complex, Fenton's reagent, and in a liquid culture of Trametes versicolor
- Effects of timing and intensity of thinning on wood structure and chemistry in Norway spruce
- Effects of calcium-based materials and iron impurities on wood degradation by the brown rot fungus Serpula lacrymans
- Lignin and carbohydrate variation with earlywood, latewood, and compression wood content of bent and straight ramets of a radiata pine clone
- Tensile stress relaxation of wood impregnated with different ACQ formulations at various temperatures
- Estimate of resistance-curve in wood through the double cantilever beam test
- Moisture-induced stresses and distortions in spruce cross-laminates and composite laminates
- Short Note
- Recovery of cellulose and xylan liquefied in ionic liquids by precipitation in anti-solvents
- Meetings
- Meetings
Articles in the same Issue
- Original Papers
- Initiating ECF bleaching sequences of eucalyptus kraft pulps with Z/D and Z/E stages
- Characterization of black liquors from kraft pulping of first-thinning Scots pine (Pinus sylvestris L.)
- Analysis of products from the oxidation of technical lignins by oxygen and H3PMo12O40 in water and aqueous methanol by size-exclusion chromatography
- Oxidative polymerisation of models for phenolic lignin end-groups by laccase
- Determination of anionic groups in wood by time-of-flight secondary ion mass spectrometry and laser ablation-inductively coupled plasma-mass spectrometry
- Effects of sample preparation on NIR spectroscopic estimation of chemical properties of Eucalyptus urophylla S.T. Blake wood
- Detection of wet-pockets on the surface of Tsuga heterophylla (Raf.) Sarg. by near infrared (NIR) spectroscopy
- Cellular distribution of coniferin in differentiating xylem of Chamaecyparis obtusa as revealed by Raman microscopy
- Hydrolysis of cellulose and wood powder treated with DMDHEU by a hydrolase enzyme complex, Fenton's reagent, and in a liquid culture of Trametes versicolor
- Effects of timing and intensity of thinning on wood structure and chemistry in Norway spruce
- Effects of calcium-based materials and iron impurities on wood degradation by the brown rot fungus Serpula lacrymans
- Lignin and carbohydrate variation with earlywood, latewood, and compression wood content of bent and straight ramets of a radiata pine clone
- Tensile stress relaxation of wood impregnated with different ACQ formulations at various temperatures
- Estimate of resistance-curve in wood through the double cantilever beam test
- Moisture-induced stresses and distortions in spruce cross-laminates and composite laminates
- Short Note
- Recovery of cellulose and xylan liquefied in ionic liquids by precipitation in anti-solvents
- Meetings
- Meetings
