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Research on wind pressure characteristics of traditional timber buildings: a case study of the main hall of Shisi Temple 传统木结构建筑的风压特性研究:以石寺大雄宝殿为例
IF 2.9 3区 农林科学 Q2 FORESTRY Pub Date : 2024-02-10 DOI: 10.1186/s10086-024-02125-5
Xiaoyue Gao, Qing Chun, Yidan Han
Traditional timber buildings are sensitive to wind action. Studying the wind pressure characteristics is the premise for the preventive conservation of traditional timber buildings. To investigate the computational fluid dynamics (CFD) numerical simulation method for wind pressure on traditional timber buildings, a typical traditional timber building, the main hall of Shisi Temple, is chosen as a case to carry out the study. A comparative analysis is conducted to examine the effects of curve simplification of the roof slope, as well as the Dougong (bracket sets) and roof tile components, on the numerical simulation results of wind pressure on the building surface. Additionally, simplification schemes of geometric modeling are provided for the efficient and accurate simulation. The results indicate that moderate simplification of the roof curve has a relatively minor impact on the overall calculation of wind pressure, and the difference between the drag coefficients of the simplified model and the accurate model is no more than 3%. However, excessive simplification can lead to distorted simulation results, and a three-segment curve simplification method is recommended for roof cornices. The influence of Dougong on the wind pressure calculation results is negligible (within 5%), whereas roof tiles significantly reduce the drag coefficient, with an impact of over 30% at various wind directions. The impact of roof tiles on wind pressure distribution in traditional timber buildings lies in their alteration of the building aerodynamic shape rather than an increase in roof thickness. The findings can provide a basis for assessing the wind resistance of traditional timber buildings and helpful insights for improving the efficiency of wind pressure analyses of traditional timber structures.
传统木结构建筑对风的作用十分敏感。研究风压特性是对传统木结构建筑进行预防性保护的前提。为研究传统木结构建筑风压的计算流体力学(CFD)数值模拟方法,本研究选取了典型的传统木结构建筑--石室寺大雄宝殿作为案例。比较分析了屋顶坡度、斗拱(支架组)和屋面瓦组件的曲线简化对建筑表面风压数值模拟结果的影响。此外,还提供了几何建模的简化方案,以实现高效、准确的模拟。结果表明,适度简化屋顶曲线对整体风压计算的影响相对较小,简化模型与精确模型的阻力系数相差不超过 3%。但是,过度简化会导致模拟结果失真,建议对屋顶檐口采用三段曲线简化方法。道贡对风压计算结果的影响可以忽略不计(在 5%以内),而屋顶瓦片会显著降低阻力系数,在不同风向的影响超过 30%。屋顶瓦片对传统木结构建筑风压分布的影响在于其对建筑空气动力学形状的改变,而不是屋顶厚度的增加。研究结果为评估传统木结构建筑的抗风能力提供了依据,也为提高传统木结构建筑的风压分析效率提供了有益的启示。
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引用次数: 0
Correction: Shear strength properties of hybrid (hinoki cypress and Japanese cedar) cross-laminated timber 更正:混合(桧柏和日本雪松)交叉层压木材的剪切强度特性
IF 2.9 3区 农林科学 Q2 FORESTRY Pub Date : 2024-02-07 DOI: 10.1186/s10086-024-02124-6
Seiichiro Ukyo, Atsushi Miyatake, Kenta Shindo, Yasushi Hiramatsu
<p><b>Correction: J Wood Sci (2021) 67:23</b> <b>https://doi.org/10.1186/s10086-021-01954-y</b></p><br/><p>In the calculation of normal and shear stress in each layer using Eqs. 7a–8b, there was an error in inputting the modulus of elasticity for Hinoki and Sugi. Erroneously, values of 12.5 GPa and 8.6 GPa were used, respectively, instead of the correct elastic moduli listed in Table 1. It should be noted that these erroneously input values were actually the partial means, consisting of the correct values found in Table 1.</p><p>Originally, the correct values were used for stiffness calculation of imaginary beam A and B.</p><p>Therefore, the impact of aforementioned input errors was confined to the calculation of sectional stress. Following the correction of these values, the recalculated results showed a slight overall increase, but it did not affect the conclusions drawn in the paper [1].</p><p>As a result of this re-calculation, corrections have been made to Figs. 11, 12, 13 and 14, as well as Tables 5 and 6.</p><figure><figcaption><b data-test="figure-caption-text">Fig. 11</b></figcaption><picture><source srcset="//media.springernature.com/lw685/springer-static/image/art%3A10.1186%2Fs10086-024-02124-6/MediaObjects/10086_2024_2124_Fig11_HTML.png?as=webp" type="image/webp"/><img alt="figure 11" aria-describedby="Fig11" height="916" loading="lazy" src="//media.springernature.com/lw685/springer-static/image/art%3A10.1186%2Fs10086-024-02124-6/MediaObjects/10086_2024_2124_Fig11_HTML.png" width="685"/></picture><p>Horizontal distribution of shear stress in the cross layer and cross-sectional shear stress distributions at representative sections</p><span>Full size image</span><svg aria-hidden="true" focusable="false" height="16" role="img" width="16"><use xlink:href="#icon-eds-i-chevron-right-small" xmlns:xlink="http://www.w3.org/1999/xlink"></use></svg></figure><figure><figcaption><b data-test="figure-caption-text">Fig. 12</b></figcaption><picture><source srcset="//media.springernature.com/lw685/springer-static/image/art%3A10.1186%2Fs10086-024-02124-6/MediaObjects/10086_2024_2124_Fig12_HTML.png?as=webp" type="image/webp"/><img alt="figure 12" aria-describedby="Fig12" height="855" loading="lazy" src="//media.springernature.com/lw685/springer-static/image/art%3A10.1186%2Fs10086-024-02124-6/MediaObjects/10086_2024_2124_Fig12_HTML.png" width="685"/></picture><p>Sample shear stress–strain curve obtained from the experiment. Shear stress is estimated by multiplying <span>({alpha }_{{text{mid}}})</span> (see Fig. 11) with the nominal shear stress</p><span>Full size image</span><svg aria-hidden="true" focusable="false" height="16" role="img" width="16"><use xlink:href="#icon-eds-i-chevron-right-small" xmlns:xlink="http://www.w3.org/1999/xlink"></use></svg></figure><figure><figcaption><b data-test="figure-caption-text">Fig. 13</b></figcaption><picture><source srcset="//media.springernature.com/lw685/springer-static/image/art%3A10.1186%2Fs10086-024-02124-6/Me
转载与许可引用本文Ukyo, S., Miyatake, A., Shindo, K. et al. Correction:杂交(桧柏和日本雪松)交叉层压材的剪切强度特性。J Wood Sci 70, 11 (2024). https://doi.org/10.1186/s10086-024-02124-6Download citationPublished: 07 February 2024DOI: https://doi.org/10.1186/s10086-024-02124-6Share this articleAnyone you share the following link with will be able to read this content:Get shareable linkSorry, a shareable link is not currently available for this article.Copy to clipboard Provided by the Springer Nature SharedIt content-sharing initiative
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引用次数: 0
Evaluation method for embedment stiffness of metal washers in bolted timber joints using torque gradient and nut factor 利用扭矩梯度和螺母系数评估螺栓木连接中金属垫圈嵌入刚度的方法
IF 2.9 3区 农林科学 Q2 FORESTRY Pub Date : 2024-01-29 DOI: 10.1186/s10086-024-02123-7
Doppo Matsubara, Masaki Teranishi, Takuro Mori
Assessing the residual performance of timber joints affected by decay is important for seismic diagnosis and reinforcement of timber structures. This study introduces a method to evaluate the embedment stiffness of metal washers in bolted timber joints using a torque wrench. Formulas for the embedment stiffness of metal washers using the torque gradient (the gradient of the tightening torque against the tightening rotation angle of the nut) and the nut factor are presented and the calculated values are compared with experimental values obtained by conducting tightening tests with a torque wrench and embedment tests of metal washers in bolted joints made from Japanese cedar, Hiba, and Japanese cypress. The results show that the experimental values of the embedment stiffness of metal washers in Japanese cedar and Hiba are generally within the range of the values calculated from the minimum and maximum values of the nut factor. However, for Japanese cypress, the values calculated from the maximum value of the nut factor exceed the experimental values. This was presumably due to locally large frictional forces generated on the bearing surface or threaded part.
评估受腐朽影响的木材接头的剩余性能对于木材结构的抗震诊断和加固非常重要。本研究介绍了一种使用扭矩扳手评估螺栓连接木接头中金属垫圈嵌入刚度的方法。研究提出了使用扭矩梯度(拧紧扭矩与螺母拧紧旋转角度的梯度)和螺母系数计算金属垫圈嵌入刚度的公式,并将计算值与使用扭矩扳手进行的拧紧试验和金属垫圈在日本杉木、Hiba 和日本柏木制成的螺栓连接中的嵌入试验获得的试验值进行了比较。结果表明,金属垫圈在日本杉木和桧木中的嵌入刚度实验值一般都在根据螺母系数的最小值和最大值计算出的数值范围内。然而,对于日本扁柏,根据螺母系数最大值计算出的值超过了实验值。这可能是由于轴承表面或螺纹部分局部产生了较大的摩擦力。
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引用次数: 0
Three-dimensional modeling of moisture transport in wood using near-infrared hyperspectral imaging and X-ray computed tomography in conjunction with finite element analysis 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
IF 2.9 3区 农林科学 Q2 FORESTRY Pub Date : 2024-01-26 DOI: 10.1186/s10086-023-02120-2
Wenpeng Zeng, Takaaki Fujimoto, Tetsuya Inagaki, Satoru Tsuchikawa, Te Ma
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.
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。
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引用次数: 0
A rolling shear analysis-based method for determining the apparent stiffness and bending capacity of CLT panel under out-of-plane load 一种基于滚动剪切分析的方法,用于确定 CLT 面板在平面外荷载作用下的表观刚度和抗弯能力
IF 2.9 3区 农林科学 Q2 FORESTRY Pub Date : 2024-01-24 DOI: 10.1186/s10086-024-02121-9
Zirui Huang, Yuling Bian, Chun Ni
Most of the currently employed methods, such as Gamma method and shear analogy method, to estimate the bending stiffness and bending capacity of cross-laminated timber (CLT) beams, are computationally extensive. In our previous study, a rolling shear analysis (RSA)-based method, which simplifies the calculation, was developed to determine the shearing capacity of CLT beams. In the present study, the authors expand upon the RSA method to determine the apparent stiffness and bending capacity of 3- and 5-layer CLT beams. By considering the shear deformation of cross layers, simplified formulas to determine the apparent bending stiffness of CLT beam was derived. Two schemes to determine the CLT bending capacity were proposed. One is based on the shear stress analysis, and the other is based on the formula specified in Canadian standard, CSA O86, by replacing the effective stiffness with the apparent stiffness. Test results from the authors and the other researchers were adopted to validate the method. The findings showed that the RSA method, using the apparent stiffness obtained from the proposed method along with the bending capacity formula in CSA O86, can provide a simpler and more reliable estimation of the apparent bending stiffness and bending capacity of CLT beams as compared to the Gamma method and shear analogy method.
目前使用的大多数方法,如伽马法和剪切类比法,用于估算交叉层压木材(CLT)梁的弯曲刚度和弯曲承载力,计算量都很大。在我们之前的研究中,开发了一种基于滚动剪切分析 (RSA) 的方法来确定 CLT 梁的抗剪能力,该方法简化了计算。在本研究中,作者扩展了 RSA 方法,以确定 3 层和 5 层 CLT 梁的表观刚度和抗弯能力。通过考虑交叉层的剪切变形,得出了确定 CLT 梁表观弯曲刚度的简化公式。提出了两种确定 CLT 抗弯承载力的方案。一种是基于剪应力分析,另一种是基于加拿大标准 CSA O86 中规定的公式,用表观刚度代替有效刚度。采用作者和其他研究人员的测试结果对该方法进行了验证。研究结果表明,与伽马法和剪力类比法相比,RSA 法使用从拟议方法中获得的表观刚度和 CSA O86 中的抗弯承载力公式,可以更简单、更可靠地估算 CLT 梁的表观抗弯刚度和抗弯承载力。
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引用次数: 0
Liquid-phase water permeation pathways on outer-bark surfaces of teak (Tectona grandis): a tropical deciduous hardwood 热带落叶硬木柚木(Tectona grandis)外皮表面的液相水渗透途径
IF 2.9 3区 农林科学 Q2 FORESTRY Pub Date : 2024-01-16 DOI: 10.1186/s10086-023-02119-9
Hiroyuki Matsunaga, Naoko Matsuo, Takahisa Nakai, Hisashi Abe
It has recently been suggested that processes related to water uptake from the tree-stem surface, such as water vapor exchange and rainwater permeation, have implications for forest hydrology. However, few studies have investigated stem surface water uptake itself, and the water permeation pathway has not been elucidated in detail. Based on previous findings that trees with outer bark composed mainly of rhytidome have a high frequency of exfoliation and greater water uptake ability, we hypothesized that exfoliation of the outer bark is the main pathway for water uptake from the outer bark surface to the innermost periderm in these species. We tested this hypothesis in teak, a tropical deciduous hardwood with a high frequency of outer-bark exfoliation. We conducted laboratory experiments using dried bark pieces with different outer-bark shapes to evaluate the rate, amount, and pathway of liquid-phase water permeation of outer-bark surfaces. The rate and amount of water absorption differed markedly among samples. The permeation rate was correlated with the degree of outer-bark exfoliation, and water permeation was observed to begin at exfoliated surfaces. These results support our hypothesis. In addition, the increased water content of bark pieces immediately after the start of the experiment was strongly correlated with the surface roughness of the outer bark, implying that roughness may indicate the water-retention capacity of a given tree species.
最近有人提出,与树干表面吸水有关的过程,如水汽交换和雨水渗透,对森林水文有影响。然而,很少有研究对茎干表面吸水本身进行调查,也没有详细阐明透水途径。根据以前的研究发现,外树皮主要由流苏体组成的树木具有较高的剥落频率和较强的吸水能力,我们假设外树皮的剥落是这些树种从外树皮表面向最内层表皮吸水的主要途径。我们在外树皮剥落频率较高的热带落叶硬木柚木中测试了这一假设。我们使用不同外皮形状的干燥树皮碎片进行了实验室实验,以评估外皮表面液相水渗透的速度、数量和途径。不同样本的吸水率和吸水量差异明显。渗透率与外树皮剥落程度相关,而且观察到水是从剥落表面开始渗透的。这些结果支持了我们的假设。此外,实验开始后树皮碎片含水量的增加与外树皮的表面粗糙度密切相关,这意味着粗糙度可能表明特定树种的保水能力。
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引用次数: 0
Determination of nuclear magnetic resonance surface relaxivity for the macropore system from wood cell lumen 测定木材细胞腔大孔系统的核磁共振表面弛豫性
IF 2.9 3区 农林科学 Q2 FORESTRY Pub Date : 2024-01-11 DOI: 10.1186/s10086-023-02117-x
Zhi Jin, Yuejin Fu, Qian Chen, Zhen Zeng
To determine the surface relaxivity of pores plays a vital role in the application of time-domain nuclear magnetic resonance (TD-NMR) technology to porous structure characterization for wood. Currently, the surface relaxivity of pores is calibrated using a standard sample with a pore size of the same order as the wood pore system. However, the uniformly distributed pore size of standard sample is unfit to accurately indicate the complexity of porous structure of wood, which significantly affects the accuracy of test results. By integrating the TD-NMR technology with mercury intrusion porosimetry (MIP), the surface relaxivity of macropores in the lumen of wood cells is calibrated in this study using the tested sample, so as to avoid the error in measurement as caused by existing method. Data processing is performed using several mathematical methods including interpolation arithmetic and least square principle. Notably, the node segmentation method is applied to identify the T2 boundary of pores in cell lumen and to classify the porous structure of cell lumen into different pore systems. The approach proposed in this study is demonstrated to be effective in improving the accuracy of TD-NMR technology for characterizing the porous structure of wood. Also, it contributes a potential solution to accounting for the porous structure of wood based on the phenomenon of pore relaxation, which can improve the understanding of wood pore conformation.
在应用时域核磁共振 (TD-NMR) 技术进行木材多孔结构表征时,确定孔隙的表面弛豫度起着至关重要的作用。目前,孔隙表面弛豫度是使用孔隙大小与木材孔隙系统相同的标准样品进行校准的。然而,标准样品均匀分布的孔隙尺寸无法准确显示木材多孔结构的复杂性,从而严重影响了测试结果的准确性。本研究将 TD-NMR 技术与汞侵入孔隙比色法(MIP)相结合,利用测试样品对木材细胞腔内大孔的表面弛豫度进行校准,从而避免了现有方法造成的测量误差。数据处理采用多种数学方法,包括插值算术和最小平方原理。值得注意的是,节点分割法用于识别细胞腔中孔隙的 T2 边界,并将细胞腔的多孔结构划分为不同的孔隙系统。本研究提出的方法证明能有效提高 TD-NMR 技术表征木材多孔结构的准确性。此外,它还为基于孔隙弛豫现象来解释木材的多孔结构提供了一种潜在的解决方案,可提高人们对木材孔隙构象的认识。
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引用次数: 0
Environmental impacts of structural lumber production in Japan 日本结构木材生产对环境的影响
IF 2.9 3区 农林科学 Q2 FORESTRY Pub Date : 2024-01-05 DOI: 10.1186/s10086-023-02118-w
Katsuyuki Nakano, Masahiro Koide, Yuta Yamada, Takuya Ogawa, Nobuaki Hattori
Low-rise buildings in Japan are predominantly made of wood. Furthermore, the government promotes the use of wood in mid- and high-rise buildings to tackle climate change. Therefore, the environmental impact of structural lumber should be assessed. In this study, we evaluated greenhouse gas (GHG) emissions and resource consumption associated with structural lumber production using life cycle assessment. Herein, we focused on Japanese Agricultural Standard certified structural lumber (artificially dried lumber and machine-grade structural lumber) made from Japanese roundwood. To ensure representativeness, 15 companies and 15 sawmills covering more than 50% of Japan's structural lumber production were selected and data on their production were collected. The results show that the GHG emissions and resource consumption of Japanese structural lumber are 7.99 × 10 kg-CO2e/m3 and 1.77 × 10–3 kg-Sb eq./m3, respectively. The major sources of GHG emissions are electricity and roundwood production. Roundwood and metal tools significantly affect resource consumption. The recycling of rare metals in tools is essential for reducing resource consumption. A significant amount of heat energy is utilized for drying, and this heat energy is supplied from both biomass and fossil fuels. GHG emissions and resource consumption are 5.3 and 1.6 times higher, respectively, if biomass fuel is replaced by fossil fuel. Policies supporting the introduction of biomass boilers have been highly effective. It is recommended to further promote measures such as replacing fossil fuel-based boilers with biomass boilers and effectively utilizing biomass boilers in multiple regional sawmills. In addition, switching from grid electricity to electricity generated by renewable energy sources is effective for further reducing environmental impacts. The long-term use of structural lumber is valid for combating global warming because it fixes carbon for decades. In this study, the CO2 emissions from biomasaluated in terms of carbon neutrality. Appropriate forest management is a prerequisite for carbon neutrality, and the promotion of sustainable forest management, such as reforestation after logging, is crucial.
日本的低层建筑主要由木材制成。此外,政府还提倡在中高层建筑中使用木材,以应对气候变化。因此,应该对结构木材的环境影响进行评估。在这项研究中,我们采用生命周期评估方法评估了与结构木材生产相关的温室气体(GHG)排放和资源消耗。在本研究中,我们重点研究了由日本圆木制成的日本农业标准认证结构木材(人工干燥木材和机械级结构木材)。为确保代表性,我们选择了占日本结构木材生产 50%以上的 15 家公司和 15 家锯木厂,并收集了它们的生产数据。结果显示,日本结构木材的温室气体排放量和资源消耗量分别为 7.99 × 10 kg-CO2e/m3 和 1.77 × 10-3 kg-Sb eq./m3。温室气体排放的主要来源是电力和圆材生产。圆木和金属工具对资源消耗有很大影响。工具中稀有金属的回收对减少资源消耗至关重要。大量热能用于干燥,这些热能由生物质和化石燃料提供。如果用化石燃料取代生物质燃料,温室气体排放量和资源消耗量将分别增加 5.3 倍和 1.6 倍。支持采用生物质锅炉的政策非常有效。建议进一步推广以生物质锅炉取代化石燃料锅炉、在多个地区锯木厂有效利用生物质锅炉等措施。此外,将电网电力转换为可再生能源发电也能有效地进一步减少对环境的影响。长期使用结构性木材对应对全球变暖是有效的,因为它能在数十年内固定碳。本研究从碳中和的角度对生物质能产生的二氧化碳排放量进行了评估。适当的森林管理是实现碳中和的先决条件,而推广可持续森林管理(如伐木后重新造林)则至关重要。
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引用次数: 0
Regression algorithms-driven mechanical properties prediction of angle bracket connection on cross-laminated timber structures 回归算法驱动的交叉层压木结构角支架连接力学性能预测
IF 2.9 3区 农林科学 Q2 FORESTRY Pub Date : 2024-01-05 DOI: 10.1186/s10086-023-02110-4
Zhe Wu, Lin Chen, Haibei Xiong
The construction of structures using cross-laminated timber (CLT) has grown in popularity as a result of its environmentally friendly and high-strength characteristics. The primary function of angle bracket connections is to resist the force of CLT structures under horizontal forces, which is essential to ensure the seismic resilience and ductility of CLT structures. A regression algorithms-driven method for predicting the mechanical performance of angle bracket connections is introduced in this study. As input parameters, the geometric dimensions of the angle bracket connector, the connection method of the connector with the wall and floor slabs, and the properties of the CLT panel are utilized to predict the yield load, the maximal load, the initial stiffness, and the ductility ratio of the angle bracket connection. Prediction models were developed using the collected data from 110 angle bracket experiments, and each prediction model's performance was discussed in depth. Lastly, the permutation importance and SHapley Additive exPlanations (SHAP) value analysis were used to interpret the prediction models. The results showed that the extreme gradient boosting (XGB) algorithm could accurately predict the maximum and yielding load of the angle bracket connection, with R2 reaching 0.968 and 0.939. Furthermore, in predicting the initial stiffness of the angle bracket, the XGB algorithm performed the best with an average ratio of predicted to actual values of 0.985. The results indicated that this study proposed an accurate and efficient method for angle bracket connection to predicting its mechanical properties and confirmed the trustworthiness and feasibility of the prediction models.
交叉层压木材(CLT)因其环保和高强度的特点,在建筑结构中越来越受欢迎。角托架连接的主要功能是抵抗 CLT 结构在水平力作用下的受力,这对于确保 CLT 结构的抗震性和延展性至关重要。本研究引入了一种回归算法驱动的方法来预测角托架连接的力学性能。作为输入参数,利用角托架连接件的几何尺寸、连接件与墙壁和楼板的连接方法以及 CLT 面板的属性来预测角托架连接件的屈服荷载、最大荷载、初始刚度和延性比。利用从 110 个角形支架实验中收集的数据开发了预测模型,并深入讨论了每个预测模型的性能。最后,使用排列重要性和 SHapley Additive exPlanations (SHAP) 值分析来解释预测模型。结果表明,极梯度提升(XGB)算法可以准确预测角钢支架连接的最大荷载和屈服荷载,R2 分别达到 0.968 和 0.939。此外,在预测角托架的初始刚度时,XGB 算法表现最佳,预测值与实际值的平均比值为 0.985。结果表明,本研究为角钢支架连接的力学性能预测提出了一种准确而有效的方法,并证实了预测模型的可信度和可行性。
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引用次数: 0
Modeling of radial growth curves and radial variation of basic density in Chamaecyparis obtusa planted in two progeny test sites 在两个后代试验场种植的鹅掌楸径向生长曲线和基本密度径向变化模型
IF 2.9 3区 农林科学 Q2 FORESTRY Pub Date : 2024-01-03 DOI: 10.1186/s10086-023-02116-y
Yusuke Takahashi, Futoshi Ishiguri, Michinari Matsushita, Ikumi Nezu, Jyunichi Ohshima, Shinso Yokota, Akira Tamura, Miyoko Tsubomura, Makoto Takahashi
The objectives of the present study are to clarify the effect of macro- and micro-environment on the radial growth patterns and radial variation patterns of basic density in hinoki cypress (Chamaecyparis obtusa (Sieb. et Zucc.) Endl.). We evaluated the radial variation patterns of cumulative annual ring width (as radial growth pattern) and basic density by modeling methods using hinoki cypress 36 families planted at two progeny test sites. In addition, narrow-sense heritability and correlation between sites for annual ring width and basic density were investigated. As the results of modeling for radial growth patterns, radial growth patterns slightly differed between sites. In addition, the stem diameter reaching the plateau might be varied among blocks in a site. On the other hand, radial variation of basic density was affected by genetic factors rather than blocks in the site. However, the radial growth rate may somewhat affect the radial variation of basic density. The heritability and correlation coefficients between sites in basic density were higher than those of annual ring width. Therefore, although radial growth in hinoki cypress varies by the effects of micro- and macro-environmental factors and has some influence on the radial variation of basic density, basic density is more strongly affected by genetic factors than by these influences, allowing for effective improvement for wood density by tree breeding program.
本研究旨在阐明宏观和微观环境对桧柏(Chamaecyparis obtusa (Sieb. et Zucc.) Endl.)径向生长模式和基本密度径向变化规律的影响。我们利用在两个后代试验场种植的 36 个桧柏科,通过建模方法评估了累积年轮宽度(作为径向生长模式)和基本密度的径向变异模式。此外,还研究了年轮宽度和基本密度的狭义遗传率和不同地点之间的相关性。径向生长模式的建模结果表明,不同地点之间的径向生长模式略有不同。此外,达到高原的茎径在同一地点的不同区块之间也可能存在差异。另一方面,基本密度的径向变化受遗传因素的影响,而不是受地块的影响。不过,径向生长速度可能会在一定程度上影响基本密度的径向变化。与年轮宽度相比,基本密度的遗传率和地块间相关系数都更高。因此,虽然桧柏的径向生长受微观和宏观环境因素的影响而变化,并对基本密度的径向变化有一定影响,但基本密度受遗传因素的影响比受这些因素的影响更大,因此可以通过树木育种计划有效提高木材密度。
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Journal of Wood Science
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