Nondestructive Evaluation of Wood Properties in Standing Trees Using Vibrational Spectra

Harusa Tsutsumi, Shunji Oribe, H. Haga, T. Fujimoto
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引用次数: 6

Abstract

The objective of this study was to estimate the moisture content, wood density of corresponding moisture content and modulus of elasticity in standing trees using vibrational spectra. For the preliminary tests, fixed length and diameter logs were used for the following experiments. The logs were impregnated with water at normal pressure and the vibration tests were carried out at fixed intervals while the logs were left to dry under room conditions. The statistical models for the prediction of the wood properties were built using the vibration spectra generated from three excitation methods, namely, excitation of longitudinal vibration by hitting the transverse surface of logs, and excitation of lateral vibration or longitudinal vibration by hitting the log’s lateral surface. The Lasso (least absolute shrinkage and selection operator) and PLS (partial least squares) models could predict the moisture content and density independently of the excitation, with the exception of the modulus of elasticity. The vibrational spectra obtained by hitting the lateral surface of logs could give good prediction models, indicating that the techniques suggested in this study have high potential for application to standing trees.
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利用振动光谱无损评价立木木材性能
本研究的目的是利用振动谱估计立木的含水率、相应含水率的木材密度和弹性模量。在初步试验中,采用定长定径原木进行后续试验。原木在常压下浸渍水,并在固定间隔内进行振动试验,而原木则在室内条件下干燥。利用三种激励方式产生的振动谱,即通过撞击原木横向面激发纵向振动,以及通过撞击原木横向面激发横向振动或纵向振动,建立了预测木材性能的统计模型。Lasso(最小绝对收缩和选择算子)和PLS(偏最小二乘)模型可以独立于激励预测含水量和密度,但弹性模量除外。通过撞击原木侧面获得的振动谱可以提供很好的预测模型,表明本研究提出的技术在立木上具有很高的应用潜力。
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