Three-dimensional modeling of moisture transport in wood using near-infrared hyperspectral imaging and X-ray computed tomography in conjunction with finite element analysis

IF 2.2 3区 农林科学 Q2 FORESTRY
Wenpeng Zeng, Takaaki Fujimoto, Tetsuya Inagaki, Satoru Tsuchikawa, Te Ma
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引用次数: 0

Abstract

In past studies, finite element analysis (FEA) methods have been used to simulate the thermal and moisture coupling of wood. However, challenges remain in achieving high-quality three-dimensional (3D) simulations, mainly because of the heterogeneous and complex structure of wood and its difficult-to-detect internal structure, which makes modeling challenging, in addition to the lack of robust experimental techniques to validate simulation results. In this study, the FEA simulation model was refined by combining X-ray computed tomography (CT) and near-infrared hyperspectral imaging (NIR-HSI). CT was used to probe the 3D density of wood, and a novel FEA tetrahedral mesh was constructed based on the results. The NIR-HSI method visualizes the moisture distribution during adsorption and desorption inside the wood. This result is then used to adjust the parameters of the FEA simulation model and as a reference value to evaluate the simulation results. The visualization and simulation results fit well with the theoretical properties. The simulation results can more accurately reflect the spatial distribution and transfer trend of wood moisture at different points in time. Therefore, the CT and NIR-HSI-based 3D heat and moisture-coupled FEA model of wood proposed in this study can be used as a basis for optimizing drying parameters to provide high-quality wood.
利用近红外超光谱成像和 X 射线计算机断层扫描以及有限元分析,对木材中的水分迁移进行三维建模
在过去的研究中,有限元分析(FEA)方法被用于模拟木材的热耦合和湿耦合。然而,要实现高质量的三维(3D)模拟仍面临挑战,这主要是因为木材的结构异质且复杂,其内部结构难以检测,这使得建模具有挑战性,此外还缺乏可靠的实验技术来验证模拟结果。本研究结合 X 射线计算机断层扫描(CT)和近红外高光谱成像(NIR-HSI)对有限元分析模型进行了改进。CT 用于探测木材的三维密度,并根据结果构建了新型有限元分析四面体网格。近红外高光谱成像方法可以直观地显示木材内部吸附和解吸过程中的水分分布。这一结果可用于调整有限元分析模拟模型的参数,并作为评估模拟结果的参考值。可视化和模拟结果与理论特性非常吻合。模拟结果能更准确地反映木材水分在不同时间点的空间分布和转移趋势。因此,本研究提出的基于 CT 和 NIR-HSI 的木材三维热湿耦合有限元分析模型可作为优化干燥参数的基础,以提供优质木材。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Wood Science
Journal of Wood Science 工程技术-材料科学:纸与木材
CiteScore
5.40
自引率
10.30%
发文量
57
审稿时长
6 months
期刊介绍: The Journal of Wood Science is the official journal of the Japan Wood Research Society. This journal provides an international forum for the exchange of knowledge and the discussion of current issues in wood and its utilization. The journal publishes original articles on basic and applied research dealing with the science, technology, and engineering of wood, wood components, wood and wood-based products, and wood constructions. Articles concerned with pulp and paper, fiber resources from non-woody plants, wood-inhabiting insects and fungi, wood biomass, and environmental and ecological issues in forest products are also included. In addition to original articles, the journal publishes review articles on selected topics concerning wood science and related fields. The editors welcome the submission of manuscripts from any country.
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