首页 > 最新文献

European Journal of Wood and Wood Products最新文献

英文 中文
Sound absorption performance of wood: influence of porosity, gas permeability, and back air cavities in five wood species 木材的吸声性能:孔隙率、透气性和后气孔对五种木材的影响
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-10-13 DOI: 10.1007/s00107-025-02335-8
Haradhan Kolya, Chun-Won Kang

Noise pollution is a growing concern in urban environments, driving the need for sustainable and effective acoustic materials. Wood, a naturally abundant and lingocellulosic material, exhibits sound absorption properties influenced by its porosity, gas permeability, and structural integrity. This study aimed to investigate the relationship between these properties and the sound absorption coefficient (SAC) of five wood types: Coconut (Cocos nucifera L.), Hackberry (Carya ovata), Malas (Homalium foetidum Roxb.), Oak (Quercus mongolica Fisch.), and Paulownia (Paulownia tomentosa). Using the two-microphone transfer function method, SAC was measured across a frequency range of 250–4000 Hz, both with and without back air cavities (0–4 cm). Additional analyses included porosity determination via helium pycnometer, gas permeability using a capillary flow porometer, and surface morphology assessment with a 3D optical profilometer. Results showed that back air cavities significantly enhanced low-frequency SAC. Hackberry and Oak achieved the highest Noise Reduction Coefficients (NRC) values (0.55 and 0.53, respectively at a 4 cm cavity depth). Porosity was critical for low-frequency absorption in Coconut (80.91%) and Paulownia (55.56%), while high permeability and large pore sizes favored low-frequency performance in Oak and Hackberry. Malas demonstrated balanced acoustic properties across frequencies due to its intermediate porosity and diffuse pore structure. This research highlights the novelty of correlating wood anatomy with acoustic behavior and optimizing back air cavity depth to tailor performance. The findings provide valuable insights for developing eco-friendly, wood-based acoustic materials for applications in construction, interior design, and noise mitigation solutions.

噪音污染在城市环境中日益受到关注,推动了对可持续和有效声学材料的需求。木材是一种天然丰富的纤维素材料,其吸声性能受其孔隙度、透气性和结构完整性的影响。研究了椰子(Cocos nucifera L.)、黑莓(Carya ovata)、马来树(Homalium foetidum Roxb.)、橡树(Quercus mongolica Fisch.)和泡桐(Paulownia tomentosa) 5种木材吸声系数与这些特性的关系。使用双传声器传递函数法,在250-4000 Hz的频率范围内测量SAC,包括有和没有后气腔(0-4 cm)。其他分析包括通过氦气体积计测定孔隙度,使用毛细管流动孔隙度计测定气体渗透率,以及使用3D光学剖面仪评估表面形貌。结果表明,后空腔明显增强了低频SAC。在4 cm空腔深度处,水杨树和橡树的降噪系数(NRC)最高,分别为0.55和0.53。孔隙度对椰子(80.91%)和泡桐(55.56%)的低频吸收至关重要,而高渗透率和大孔径有利于橡树和Hackberry的低频吸收。由于其中等孔隙度和弥漫性孔隙结构,Malas在不同频率下表现出平衡的声学特性。这项研究强调了将木材解剖与声学行为联系起来的新颖性,并优化了后空腔深度以定制性能。研究结果为开发环保的木质隔音材料提供了宝贵的见解,可用于建筑、室内设计和噪音缓解解决方案。
{"title":"Sound absorption performance of wood: influence of porosity, gas permeability, and back air cavities in five wood species","authors":"Haradhan Kolya,&nbsp;Chun-Won Kang","doi":"10.1007/s00107-025-02335-8","DOIUrl":"10.1007/s00107-025-02335-8","url":null,"abstract":"<div>\u0000 \u0000 <p>Noise pollution is a growing concern in urban environments, driving the need for sustainable and effective acoustic materials. Wood, a naturally abundant and lingocellulosic material, exhibits sound absorption properties influenced by its porosity, gas permeability, and structural integrity. This study aimed to investigate the relationship between these properties and the sound absorption coefficient (SAC) of five wood types: Coconut (<i>Cocos nucifera L.</i>), Hackberry (<i>Carya ovata</i>), Malas (<i>Homalium foetidum Roxb</i>.), Oak (<i>Quercus mongolica</i> Fisch.), and Paulownia (<i>Paulownia tomentosa</i>). Using the two-microphone transfer function method, SAC was measured across a frequency range of 250–4000 Hz, both with and without back air cavities (0–4 cm). Additional analyses included porosity determination via helium pycnometer, gas permeability using a capillary flow porometer, and surface morphology assessment with a 3D optical profilometer. Results showed that back air cavities significantly enhanced low-frequency SAC. Hackberry and Oak achieved the highest Noise Reduction Coefficients (NRC) values (0.55 and 0.53, respectively at a 4 cm cavity depth). Porosity was critical for low-frequency absorption in Coconut (80.91%) and Paulownia (55.56%), while high permeability and large pore sizes favored low-frequency performance in Oak and Hackberry. Malas demonstrated balanced acoustic properties across frequencies due to its intermediate porosity and diffuse pore structure. This research highlights the novelty of correlating wood anatomy with acoustic behavior and optimizing back air cavity depth to tailor performance. The findings provide valuable insights for developing eco-friendly, wood-based acoustic materials for applications in construction, interior design, and noise mitigation solutions.</p>\u0000 </div>","PeriodicalId":550,"journal":{"name":"European Journal of Wood and Wood Products","volume":"83 6","pages":""},"PeriodicalIF":2.5,"publicationDate":"2025-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145271599","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring tannin and caffeine for enhanced performance of oriented strand boards under varied conditions 探索单宁和咖啡因在不同条件下增强定向刨花板性能的作用
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-09-25 DOI: 10.1007/s00107-025-02334-9
Yeray Manuel López‑Gómez, Antti Haapala, Alain Cloutier

This study explores tannin and caffeine, natural compounds with inherent antifungal properties, as scalable treatments to enhance the physical and mechanical performance of oriented strand board (OSB). Unlike previous research that primarily focused on durability, this work evaluates the effects of these bio-based treatments on leaching resistance, internal bond strength (IB), bending properties, water absorption, thickness swelling, and vertical density profile (VDP). The results demonstrate significant improvements over commercially available OSB, particularly in mechanical performance. Post-leaching, both treatments exhibited superior IB, with tannin-treated panels achieving the highest IB value (0.27 MPa). The bending analysis revealed that caffeine-treated panels that were not subjected to leaching achieved the highest modulus of rupture (MOR, 62.54 MPa) and modulus of elasticity (MOE, 10.36 GPa). Both treatments retained significantly higher MOR and MOE values post-leaching compared to the industrial reference and untreated panels. Water absorption and thickness swelling were comparable among tannin-treated, caffeine-treated, and untreated panels but were significantly lower than those of the industrial reference, which was included for general benchmarking purposes alongside the laboratory-made control. VDP analysis showed caffeine-treated panels had the lowest density prior to leaching, whereas tannin-treated panels maintained the highest density after leaching. These findings highlight tannin and caffeine as effective and scalable treatments, providing a sustainable alternative as functional additives for industrial engineered wood product manufacturing.

本研究探讨了单宁和咖啡因这两种具有固有抗真菌特性的天然化合物,作为可扩展的处理方法来提高定向刨花板(OSB)的物理和机械性能。与之前主要关注耐久性的研究不同,这项工作评估了这些生物基处理对抗浸出性、内部粘结强度(IB)、弯曲性能、吸水率、厚度膨胀和垂直密度剖面(VDP)的影响。结果表明,与市售OSB相比,该材料有了显著的改进,特别是在机械性能方面。浸出后,两种处理均表现出优异的IB,单宁处理的面板达到最高的IB值(0.27 MPa)。弯曲分析表明,未经浸出的咖啡因处理板获得了最高的断裂模量(MOR, 62.54 MPa)和弹性模量(MOE, 10.36 GPa)。与工业参考和未经处理的面板相比,两种处理在浸出后都保留了显着更高的MOR和MOE值。在单宁处理、咖啡因处理和未经处理的面板中,吸水率和厚度膨胀率相当,但明显低于工业参考面板,工业参考面板与实验室制作的对照板一起用于一般基准测试目的。VDP分析显示,咖啡因处理的面板在浸出前密度最低,而单宁处理的面板在浸出后保持最高密度。这些发现强调了单宁和咖啡因作为有效和可扩展的处理方法,为工业工程木制品制造提供了可持续的功能性添加剂替代品。
{"title":"Exploring tannin and caffeine for enhanced performance of oriented strand boards under varied conditions","authors":"Yeray Manuel López‑Gómez,&nbsp;Antti Haapala,&nbsp;Alain Cloutier","doi":"10.1007/s00107-025-02334-9","DOIUrl":"10.1007/s00107-025-02334-9","url":null,"abstract":"<div>\u0000 \u0000 <p>This study explores tannin and caffeine, natural compounds with inherent antifungal properties, as scalable treatments to enhance the physical and mechanical performance of oriented strand board (OSB). Unlike previous research that primarily focused on durability, this work evaluates the effects of these bio-based treatments on leaching resistance, internal bond strength (IB), bending properties, water absorption, thickness swelling, and vertical density profile (VDP). The results demonstrate significant improvements over commercially available OSB, particularly in mechanical performance. Post-leaching, both treatments exhibited superior IB, with tannin-treated panels achieving the highest IB value (0.27 MPa). The bending analysis revealed that caffeine-treated panels that were not subjected to leaching achieved the highest modulus of rupture (MOR, 62.54 MPa) and modulus of elasticity (MOE, 10.36 GPa). Both treatments retained significantly higher MOR and MOE values post-leaching compared to the industrial reference and untreated panels. Water absorption and thickness swelling were comparable among tannin-treated, caffeine-treated, and untreated panels but were significantly lower than those of the industrial reference, which was included for general benchmarking purposes alongside the laboratory-made control. VDP analysis showed caffeine-treated panels had the lowest density prior to leaching, whereas tannin-treated panels maintained the highest density after leaching. These findings highlight tannin and caffeine as effective and scalable treatments, providing a sustainable alternative as functional additives for industrial engineered wood product manufacturing.</p>\u0000 </div>","PeriodicalId":550,"journal":{"name":"European Journal of Wood and Wood Products","volume":"83 5","pages":""},"PeriodicalIF":2.5,"publicationDate":"2025-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s00107-025-02334-9.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145170240","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Resistance drilling: the effect of needle wear 阻力钻:针磨损的影响
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-09-25 DOI: 10.1007/s00107-025-02332-x
Vilius Gendvilas, David J. Lee, Geoffrey M. Downes, Marco Lausberg, Jonathan J. Harrington

Semi-non-destructive drilling resistance instruments have been widely adopted for timber testing and forestry for wood quality assessments. The accuracy of a drilling resistance tool for predicting wood density may be affected by needle (drill) wear, and there is limited information regarding the wear behaviour of drill bits in wood resistance drilling. It is unknown when changes in needle sharpness and diameter become critical for quantifying wood density. To measure the effect of Resi needle wear, an IML Resi PD 500 was used to obtain cross-sectional traces of Southern Pine (Pinus elliottii var. elliottii (Engelm) × Pinus caribaea var. hondurensis (Sénéclauze)) average outerwood density: 519 kg/m³ and Spotted Gum (Corymbia citriodora subsp. variegata (F. Muell.)) average outerwood density: 779 kg/m³ logs. Southern Pine was tested with feed speeds of 200 cm/min at 3500 rpm and 100 cm/min at 5000 rpm. Spotted Gum was tested with a feed speed of 70 cm/min at 5000 rpm. A new needle was used for each setting. The effect of needle wear was tested after 0, 100, 200, 300, 400, 500, and 600 m of drilling depth. There was no effect on drilling resistance values up to 600 m of drilling length with feed speed 200 cm/min and 3500 rpm settings for Southern Pine. This would result in 2000 drilling measurements of 30 cm diameter trees. With alternative setting for Southern Pine with a setting of 100 cm/min feed speed and 5000 rpm, the increase in amplitudes was not significant until 300 m of drilling, after which, at 400 m, the amplitude increased by 2% (9.8 kg/m3), and after 600 m, the amplitude increased by 3.1% (15.2 kg/m3). For the hardwood Spotted Gum, the amplitude decreased by 0.9% (2.3 kg/m3) after 100 m, and after 300 m, the amplitude decreased by 3.3% (8.2 kg/m3). After 300 m, it was not possible to drill Spotted Gum due to extensive needle wear. The study highlighted the importance of needle wear in resistance drilling, providing guidance for reliable needle use to improve measurement accuracy and wood quality assessment.

半无损钻阻仪已广泛应用于木材检测和林业木材质量评价。用于预测木材密度的钻井阻力工具的准确性可能会受到针(钻)磨损的影响,而且关于木材阻力钻井中钻头磨损行为的信息有限。尚不清楚何时针尖和直径的变化对量化木材密度至关重要。为了测量Resi针磨损的影响,使用IML Resi PD 500获得了南松(Pinus elliottii var. elliottii (Engelm)) × Pinus caribaea var. hondurensis (ssamnsamuze))的横截面痕迹,平均外木密度为519 kg/m³,斑点胶(Corymbia citriodora subsp.)。variegata (F. Muell.))平均外层木材密度:779 kg/m³。南松在3500转时的进料速度为200厘米/分钟,5000转时的进料速度为100厘米/分钟。斑点胶在5000 rpm下以70 cm/min的进料速度进行测试。每次注射都用一根新针。在钻进深度为0、100、200、300、400、500和600 m时,测试了针磨损的影响。在进给速度为200厘米/分钟、3500转/分钟的情况下,在600米的钻进长度内,对南松的钻进阻力值没有影响。这将导致2000个直径为30厘米的树木的钻井测量。南松的备选设置为100 cm/min的进给速度和5000 rpm,振幅的增加在钻孔300 m之前并不显著,之后,在400 m时,振幅增加了2% (9.8 kg/m3),在600 m之后,振幅增加了3.1% (15.2 kg/m3)。硬木斑胶在100 m后振幅下降0.9% (2.3 kg/m3),在300 m后振幅下降3.3% (8.2 kg/m3)。钻进300米后,由于钻针磨损严重,无法钻出斑纹胶。该研究强调了针磨损在阻力钻孔中的重要性,为针的可靠使用提供了指导,以提高测量精度和木材质量评估。
{"title":"Resistance drilling: the effect of needle wear","authors":"Vilius Gendvilas,&nbsp;David J. Lee,&nbsp;Geoffrey M. Downes,&nbsp;Marco Lausberg,&nbsp;Jonathan J. Harrington","doi":"10.1007/s00107-025-02332-x","DOIUrl":"10.1007/s00107-025-02332-x","url":null,"abstract":"<div><p>Semi-non-destructive drilling resistance instruments have been widely adopted for timber testing and forestry for wood quality assessments. The accuracy of a drilling resistance tool for predicting wood density may be affected by needle (drill) wear, and there is limited information regarding the wear behaviour of drill bits in wood resistance drilling. It is unknown when changes in needle sharpness and diameter become critical for quantifying wood density. To measure the effect of Resi needle wear, an IML Resi PD 500 was used to obtain cross-sectional traces of Southern Pine (<i>Pinus elliottii</i> var. <i>elliottii</i> (Engelm) × <i>Pinus caribaea</i> var. <i>hondurensis</i> (Sénéclauze)) average outerwood density: 519 kg/m³ and Spotted Gum (<i>Corymbia citriodora</i> subsp. <i>variegata</i> (F. Muell.)) average outerwood density: 779 kg/m³ logs. Southern Pine was tested with feed speeds of 200 cm/min at 3500 rpm and 100 cm/min at 5000 rpm. Spotted Gum was tested with a feed speed of 70 cm/min at 5000 rpm. A new needle was used for each setting. The effect of needle wear was tested after 0, 100, 200, 300, 400, 500, and 600 m of drilling depth. There was no effect on drilling resistance values up to 600 m of drilling length with feed speed 200 cm/min and 3500 rpm settings for Southern Pine. This would result in 2000 drilling measurements of 30 cm diameter trees. With alternative setting for Southern Pine with a setting of 100 cm/min feed speed and 5000 rpm, the increase in amplitudes was not significant until 300 m of drilling, after which, at 400 m, the amplitude increased by 2% (9.8 kg/m<sup>3</sup>), and after 600 m, the amplitude increased by 3.1% (15.2 kg/m<sup>3</sup>). For the hardwood Spotted Gum, the amplitude decreased by 0.9% (2.3 kg/m<sup>3</sup>) after 100 m, and after 300 m, the amplitude decreased by 3.3% (8.2 kg/m<sup>3</sup>). After 300 m, it was not possible to drill Spotted Gum due to extensive needle wear. The study highlighted the importance of needle wear in resistance drilling, providing guidance for reliable needle use to improve measurement accuracy and wood quality assessment.</p></div>","PeriodicalId":550,"journal":{"name":"European Journal of Wood and Wood Products","volume":"83 5","pages":""},"PeriodicalIF":2.5,"publicationDate":"2025-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s00107-025-02332-x.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145170239","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing properties of fast-grown poplar wood by impregnating nano hexagonal boron nitride fortified polyvinyl acetate resin 浸渍纳米六方氮化硼强化聚醋酸乙烯树脂增强速生杨木性能
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-09-20 DOI: 10.1007/s00107-025-02331-y
Priya Nagraik, S. R. Shukla

Fast-grown plantation wood species such as poplar (Populus deltoides) are widely available but inherently possess poor decay resistance and limited mechanical strength which restricts its end-use applications. This study focuses on enhancing the properties by impregnating poplar wood with polyvinyl acetate (PVAc) resin fortified with nano hexagonal boron nitride (h-BN). The vacuum-pressure impregnation process was followed for treatment and the treated samples were evaluated for fungal decay resistance against brown rot and white rot fungi, as well as density, water absorption, surface hardness, compressive strength and thermal stability. Nanoparticles distribution within the wood microstructure was analysed using scanning electron microscopy (SEM) and energy-dispersive X-ray spectroscopy (EDS) mapping. Results showed that h-BN fortification of PVAc with different concentrations further improved the properties of poplar wood. These findings demonstrate that h-BN-PVAc impregnation is a promising modification method for producing a wood with enhanced properties for indoor wood products from fast-grown species which can be promising material towards sustainable development.

快速生长的人工林树种如杨树(Populus deltoides)广泛使用,但固有地具有较差的耐腐性和有限的机械强度,这限制了其最终用途。研究了用纳米六方氮化硼(h-BN)强化的聚醋酸乙烯酯(PVAc)树脂浸渍杨木的性能。采用真空-压力浸渍法对样品进行处理,并对处理后的样品进行抗褐腐和白腐真菌腐蚀性能、密度、吸水性、表面硬度、抗压强度和热稳定性等方面的评价。利用扫描电子显微镜(SEM)和能量色散x射线能谱(EDS)图分析了纳米颗粒在木材微观结构中的分布。结果表明,不同浓度的PVAc强化h-BN可进一步改善杨木的性能。这些发现表明,h-BN-PVAc浸渍是一种很有前途的改性方法,可以生产出具有增强性能的室内速生木材产品,是一种有前途的可持续发展材料。
{"title":"Enhancing properties of fast-grown poplar wood by impregnating nano hexagonal boron nitride fortified polyvinyl acetate resin","authors":"Priya Nagraik,&nbsp;S. R. Shukla","doi":"10.1007/s00107-025-02331-y","DOIUrl":"10.1007/s00107-025-02331-y","url":null,"abstract":"<div><p>Fast-grown plantation wood species such as poplar (<i>Populus deltoides</i>) are widely available but inherently possess poor decay resistance and limited mechanical strength which restricts its end-use applications. This study focuses on enhancing the properties by impregnating poplar wood with polyvinyl acetate (PVAc) resin fortified with nano hexagonal boron nitride (h-BN). The vacuum-pressure impregnation process was followed for treatment and the treated samples were evaluated for fungal decay resistance against brown rot and white rot fungi, as well as density, water absorption, surface hardness, compressive strength and thermal stability. Nanoparticles distribution within the wood microstructure was analysed using scanning electron microscopy (SEM) and energy-dispersive X-ray spectroscopy (EDS) mapping. Results showed that h-BN fortification of PVAc with different concentrations further improved the properties of poplar wood. These findings demonstrate that h-BN-PVAc impregnation is a promising modification method for producing a wood with enhanced properties for indoor wood products from fast-grown species which can be promising material towards sustainable development.</p></div>","PeriodicalId":550,"journal":{"name":"European Journal of Wood and Wood Products","volume":"83 5","pages":""},"PeriodicalIF":2.5,"publicationDate":"2025-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145090594","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
European beech potential for agricultural land afforestation: an anatomical and wood quality perspective 欧洲山毛榉在农业用地造林方面的潜力:解剖学和木材质量的观点
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-09-12 DOI: 10.1007/s00107-025-02328-7
Karol Tomczak, Jan Cukor, Przemysław Mania, Zdeněk Vacek, Arkadiusz Tomczak

The European beech (Fagus sylvatica L.) is one of the most economically and ecologically important deciduous tree species in Europe. However, there is a lack of scientific knowledge regarding quality of wood growing on former agricultural land exists in the case of European beech. Therefore, this study aimed to evaluate the wood properties of European beech growing on former agricultural land compared to standard forest stands in north-western Poland. In total 2457 specimens were tested in mechanical strength and around 1000 for dimensions of micro and macrostructural wood elements. In the case of the most important parameter – the wood density, no significant differences were found between values observed in standard forest land (0.722 g/cm3) and afforested farmland (0.701 g/cm3). Land use did not significantly influence MOR nor MOE. However, higher values for these parameters were observed on forest land. The annual ring width was significantly wider on trees that grew on former agricultural land. The high variability with significant differences was obtained within the dimensions of vessels and fibers. The presented results have confirmed that European beech species is highly suitable for former agricultural land afforestation with high-quality wood production. These findings challenge the assumption that wood on afforested agricultural land has worse quality and support its viability for industrial purposes.

欧洲山毛榉(Fagus sylvatica L.)是欧洲最重要的经济和生态落叶树种之一。然而,在欧洲山毛榉的情况下,缺乏关于在前农业用地上生长的木材质量的科学知识。因此,本研究旨在评估生长在波兰西北部前农业用地上的欧洲山毛榉的木材特性,并将其与标准林分进行比较。总共有2457个样本进行了机械强度测试,大约1000个样本进行了微观和宏观结构木材元素的尺寸测试。在最重要的参数—木材密度的情况下,在标准林地(0.722 g/cm3)和造林农田(0.701 g/cm3)中观察到的值之间没有显着差异。土地利用对MOR和MOE均无显著影响。然而,这些参数在林地上观测到更高的值。在原农用地上生长的树木年轮宽度明显更宽。在血管和纤维的尺寸范围内获得了显著差异的高变异性。结果表明,欧洲山毛榉非常适合用于原农用地造林,生产优质木材。这些发现挑战了造林农业用地上的木材质量较差的假设,并支持其用于工业目的的可行性。
{"title":"European beech potential for agricultural land afforestation: an anatomical and wood quality perspective","authors":"Karol Tomczak,&nbsp;Jan Cukor,&nbsp;Przemysław Mania,&nbsp;Zdeněk Vacek,&nbsp;Arkadiusz Tomczak","doi":"10.1007/s00107-025-02328-7","DOIUrl":"10.1007/s00107-025-02328-7","url":null,"abstract":"<div><p>The European beech (<i>Fagus sylvatica</i> L.) is one of the most economically and ecologically important deciduous tree species in Europe. However, there is a lack of scientific knowledge regarding quality of wood growing on former agricultural land exists in the case of European beech. Therefore, this study aimed to evaluate the wood properties of European beech growing on former agricultural land compared to standard forest stands in north-western Poland. In total 2457 specimens were tested in mechanical strength and around 1000 for dimensions of micro and macrostructural wood elements. In the case of the most important parameter – the wood density, no significant differences were found between values observed in standard forest land (0.722 g/cm<sup>3</sup>) and afforested farmland (0.701 g/cm<sup>3</sup>). Land use did not significantly influence MOR nor MOE. However, higher values for these parameters were observed on forest land. The annual ring width was significantly wider on trees that grew on former agricultural land. The high variability with significant differences was obtained within the dimensions of vessels and fibers. The presented results have confirmed that European beech species is highly suitable for former agricultural land afforestation with high-quality wood production. These findings challenge the assumption that wood on afforested agricultural land has worse quality and support its viability for industrial purposes.</p></div>","PeriodicalId":550,"journal":{"name":"European Journal of Wood and Wood Products","volume":"83 5","pages":""},"PeriodicalIF":2.5,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s00107-025-02328-7.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145037294","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Use of NIR spectroscopy and partial least squares regression for prediction of chemical properties of Salix clones 利用近红外光谱和偏最小二乘回归预测柳属无性系的化学性质
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-09-11 DOI: 10.1007/s00107-025-02320-1
Bilel Bouaziz, Ahmed Koubaa, Cyriac Mvolo, Sana Koubaa, Richard Krygier

The chemical wood properties characterization of biomass feedstocks is important since it determines their potential for various chemical and energy applications. Willow (Salix sp.), a short-rotation hardwood species, is an interesting feedstock for such applications. It can represent an alternative raw material for non-sustainable resources, long-rotation trees, and agricultural biological materials. This research aimed to characterize the chemical properties of different wood tissues of willow and to develop a nondestructive method for their prediction. Wood, bark, and twig samples were sampled from six willow clones (Alberta, Canada). Extractives, cellulose, hemicellulose, and lignin contents were measured in sampled tissues by destructive chemical analysis tests using TAPPI standard test methods. The surface chemistry of the samples was analyzed by near-infrared spectroscopy. Partial least squares regression models were developed for quantitatively predicting wood chemical components. The coefficients of determination (R² calibration, R² cross-validation, and R² prediction) ranged from 0.66 to 0.99 for extractives, lignin, cellulose, and hemicelluloses. Carbohydrates (glucose, xylose, arabinose, and mannose) ranged between 0.98 and 0.99, demonstrating excellent predictive capability for these components. These results confirm the applicability of the developed models to predict the chemical properties of willow biomass. Furthermore, the prediction models apply to all investigated tissues, emphasizing consistency. These results provide the possibility to characterize the chemical properties of willow biomass using easily implemented, cost-effective, nondestructive, and rapid NIR equipment.

生物质原料的化学木材特性表征很重要,因为它决定了它们在各种化学和能源应用方面的潜力。柳树(Salix sp.)是一种短周期的硬木树种,是这种应用的一种有趣的原料。它可以替代非可持续资源、长轮树木和农业生物材料。本研究旨在表征柳树不同木材组织的化学性质,并开发一种无损预测方法。从六个柳树无性系(加拿大阿尔伯塔)中采集了木材、树皮和树枝样本。通过破坏性化学分析测试,采用TAPPI标准测试方法,测量样品组织中的提取物、纤维素、半纤维素和木质素含量。用近红外光谱分析了样品的表面化学性质。建立了偏最小二乘回归模型,用于定量预测木材化学成分。萃取物、木质素、纤维素和半纤维素的测定系数(R²校准、R²交叉验证和R²预测)范围为0.66 ~ 0.99。碳水化合物(葡萄糖、木糖、阿拉伯糖和甘露糖)的范围在0.98和0.99之间,表明这些成分具有良好的预测能力。这些结果证实了所建立的模型在预测柳树生物量化学性质方面的适用性。此外,预测模型适用于所有研究组织,强调一致性。这些结果提供了使用易于实施,具有成本效益,非破坏性和快速近红外设备表征柳树生物质化学特性的可能性。
{"title":"Use of NIR spectroscopy and partial least squares regression for prediction of chemical properties of Salix clones","authors":"Bilel Bouaziz,&nbsp;Ahmed Koubaa,&nbsp;Cyriac Mvolo,&nbsp;Sana Koubaa,&nbsp;Richard Krygier","doi":"10.1007/s00107-025-02320-1","DOIUrl":"10.1007/s00107-025-02320-1","url":null,"abstract":"<div><p>The chemical wood properties characterization of biomass feedstocks is important since it determines their potential for various chemical and energy applications. Willow (<i>Salix</i> sp.), a short-rotation hardwood species, is an interesting feedstock for such applications. It can represent an alternative raw material for non-sustainable resources, long-rotation trees, and agricultural biological materials. This research aimed to characterize the chemical properties of different wood tissues of willow and to develop a nondestructive method for their prediction. Wood, bark, and twig samples were sampled from six willow clones (Alberta, Canada). Extractives, cellulose, hemicellulose, and lignin contents were measured in sampled tissues by destructive chemical analysis tests using TAPPI standard test methods. The surface chemistry of the samples was analyzed by near-infrared spectroscopy. Partial least squares regression models were developed for quantitatively predicting wood chemical components. The coefficients of determination (R² calibration, R² cross-validation, and R² prediction) ranged from 0.66 to 0.99 for extractives, lignin, cellulose, and hemicelluloses. Carbohydrates (glucose, xylose, arabinose, and mannose) ranged between 0.98 and 0.99, demonstrating excellent predictive capability for these components. These results confirm the applicability of the developed models to predict the chemical properties of willow biomass. Furthermore, the prediction models apply to all investigated tissues, emphasizing consistency. These results provide the possibility to characterize the chemical properties of willow biomass using easily implemented, cost-effective, nondestructive, and rapid NIR equipment.</p></div>","PeriodicalId":550,"journal":{"name":"European Journal of Wood and Wood Products","volume":"83 5","pages":""},"PeriodicalIF":2.5,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145028286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of epidermis and pith ring presence on bamboo shrinkage behaviors 表皮和髓环的存在对竹子收缩行为的影响
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-09-11 DOI: 10.1007/s00107-025-02327-8
Tianfeng Xie, Yinyue He, Yiling Yuan, Siqi Huang, Qi Chen

Understanding the effects of intact anatomical structures on bamboo shrinkage is crucial for mitigating shrinkage-induced defects in bamboo-based products. However, the effects of bamboo boundary layers (epidermis and pith ring) and their interactive mechanism with vascular bundles (VBs) remain unexplored. This study aims to quantify the effects of these boundaries on shrinkage and clarify how VB content modulates shrinkage under their joint constraints. The results show that the epidermis and the pith ring significantly inhibit radial and tangential shrinkage, while promoting longitudinal shrinkage. This inhibitory effect is further clarified by real-time monitoring, which reveals that the maximum tangential shrinkage (12%) occurred in the mid-VB content areas (37 VB% to 42 VB%). This phenomenon arises because boundary constraints restrict shrinkage in both VB-highest and VB-lowest areas, demonstrating that boundary effects override the influence of VB content gradients. Therefore, the epidermis and pith ring redistributed the shrinkage strain by restricting adjacent zones, thereby localizing maximum strain and crack formation in the mid-VB content areas. This study provides insights into the synergistic effects of anatomical boundaries and VB gradients on bamboo shrinkage, offering a theoretical basis to design low-shrinkage bamboo-based materials.

了解完整的解剖结构对竹材收缩的影响对于减轻竹材制品的收缩缺陷至关重要。然而,竹子的边界层(表皮和髓环)的作用及其与维管束(VBs)的相互作用机制尚不清楚。本研究旨在量化这些边界对收缩的影响,并阐明VB含量如何在它们的联合约束下调节收缩。结果表明,表皮和髓环显著抑制径向和切向收缩,促进纵向收缩。实时监测进一步证实了这种抑制作用,显示最大切向收缩(12%)发生在中脑VB含量区(37% - 42%)。这一现象的产生是因为边界约束限制了VB最高和VB最低区域的收缩,表明边界效应覆盖了VB含量梯度的影响。因此,表皮和髓环通过限制相邻区域来重新分配收缩应变,从而将最大应变和裂纹形成定位在vb含量中间区域。本研究揭示了解剖边界和VB梯度对竹材收缩的协同作用,为设计低收缩竹基材料提供了理论依据。
{"title":"Effect of epidermis and pith ring presence on bamboo shrinkage behaviors","authors":"Tianfeng Xie,&nbsp;Yinyue He,&nbsp;Yiling Yuan,&nbsp;Siqi Huang,&nbsp;Qi Chen","doi":"10.1007/s00107-025-02327-8","DOIUrl":"10.1007/s00107-025-02327-8","url":null,"abstract":"<div><p>Understanding the effects of intact anatomical structures on bamboo shrinkage is crucial for mitigating shrinkage-induced defects in bamboo-based products. However, the effects of bamboo boundary layers (epidermis and pith ring) and their interactive mechanism with vascular bundles (VBs) remain unexplored. This study aims to quantify the effects of these boundaries on shrinkage and clarify how VB content modulates shrinkage under their joint constraints. The results show that the epidermis and the pith ring significantly inhibit radial and tangential shrinkage, while promoting longitudinal shrinkage. This inhibitory effect is further clarified by real-time monitoring, which reveals that the maximum tangential shrinkage (12%) occurred in the mid-VB content areas (37 VB% to 42 VB%). This phenomenon arises because boundary constraints restrict shrinkage in both VB-highest and VB-lowest areas, demonstrating that boundary effects override the influence of VB content gradients. Therefore, the epidermis and pith ring redistributed the shrinkage strain by restricting adjacent zones, thereby localizing maximum strain and crack formation in the mid-VB content areas. This study provides insights into the synergistic effects of anatomical boundaries and VB gradients on bamboo shrinkage, offering a theoretical basis to design low-shrinkage bamboo-based materials.</p></div>","PeriodicalId":550,"journal":{"name":"European Journal of Wood and Wood Products","volume":"83 5","pages":""},"PeriodicalIF":2.5,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145028287","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Microwave-assisted modification process to enhance the technological properties of maritime pine for sustainable construction applications 微波辅助改性工艺提高海洋松木的技术性能,用于可持续建筑应用
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-09-11 DOI: 10.1007/s00107-025-02330-z
Fernando Júnior Resende Mascarenhas, André Luis Christoforo, Rogério Manuel Santos Simões, Alfredo Manuel Pereira Geraldes Dias, Juarez Benigno Paes, André Eduardo Palos Cunha, Flávia Maria Silva Brito, Glaucileide Ferreira, Rodolpho Stephan Santos Braga

This research presented a comprehensive investigation of the influence of microwave (MW) treatment on the technological properties of maritime pine (Pinus pinaster) heartwood, including physical, microscopic, chemical, biological, and mechanical performance. Two MW configurations were applied: 400 W and 25 min (MW_400) and 700 W and 5 min (MW_700W). MW_400 treatment significantly improved wood impregnability, enabling 70% higher preservative uptake while maintaining low leaching (4%). The results indicated that MW_400 samples were more stable dimensionally than MW_700, which may be related to the reduction in hemicellulose (12%) and rise in lignin content (22%) of MW_400 samples. The synergistic effect of MW_400 combined with preservative treatment resulted in the highest biological resistance, with reductions in fungal mass loss of up to 54.4%, thereby classifying the wood as resistant. A reduced impact in bending strength (-1% for MW_400 and − 8% for MW_700), modulus of elasticity (-1% for MW_400 and − 4% for MW_700), and compressive strength (-12% for MW_400 and MW_700). MW treatment did not increase the wood’s brittleness. Overall, the MW_400 treatment demonstrated superior performance compared to MW_700, particularly when combined with preservative impregnation, resulting in improvements in dimensional stability and durability while preserving mechanical integrity. Hence, MW-treated wood samples present promising possibilities as construction materials, and MW technology can be a useful, sustainable, and modern methodology for wood treatment.

摘要研究了微波处理对海松(Pinus pinaster)心材的物理、显微、化学、生物和力学等工艺性能的影响。应用了两种MW配置:400 W和25分钟(MW_400)和700W和5分钟(MW_700W)。MW_400处理显著提高了木材的浸渍性,在保持低浸出率(4%)的同时,防腐剂的吸收率提高了70%。结果表明,MW_400样品比MW_700样品尺寸更稳定,这可能与MW_400样品的半纤维素含量减少了12%,木质素含量增加了22%有关。MW_400与防腐处理的协同效应使木材的生物抗性最高,真菌质量损失减少54.4%,从而将木材分类为抗性木材。抗折强度(MW_400为-1%,MW_700为- 8%)、弹性模量(MW_400为-1%,MW_700为- 4%)和抗压强度(MW_400和MW_700为-12%)的影响降低。MW处理没有增加木材的脆性。总的来说,与MW_700相比,MW_400处理表现出了更优越的性能,特别是当与防腐剂浸渍相结合时,在保持机械完整性的同时,提高了尺寸稳定性和耐用性。因此,MW处理的木材样品作为建筑材料呈现出很有希望的可能性,MW技术可以成为一种有用的、可持续的、现代的木材处理方法。
{"title":"Microwave-assisted modification process to enhance the technological properties of maritime pine for sustainable construction applications","authors":"Fernando Júnior Resende Mascarenhas,&nbsp;André Luis Christoforo,&nbsp;Rogério Manuel Santos Simões,&nbsp;Alfredo Manuel Pereira Geraldes Dias,&nbsp;Juarez Benigno Paes,&nbsp;André Eduardo Palos Cunha,&nbsp;Flávia Maria Silva Brito,&nbsp;Glaucileide Ferreira,&nbsp;Rodolpho Stephan Santos Braga","doi":"10.1007/s00107-025-02330-z","DOIUrl":"10.1007/s00107-025-02330-z","url":null,"abstract":"<div><p>This research presented a comprehensive investigation of the influence of microwave (MW) treatment on the technological properties of maritime pine (<i>Pinus pinaster</i>) heartwood, including physical, microscopic, chemical, biological, and mechanical performance. Two MW configurations were applied: 400 W and 25 min (MW_400) and 700 W and 5 min (MW_700W). MW_400 treatment significantly improved wood impregnability, enabling 70% higher preservative uptake while maintaining low leaching (4%). The results indicated that MW_400 samples were more stable dimensionally than MW_700, which may be related to the reduction in hemicellulose (12%) and rise in lignin content (22%) of MW_400 samples. The synergistic effect of MW_400 combined with preservative treatment resulted in the highest biological resistance, with reductions in fungal mass loss of up to 54.4%, thereby classifying the wood as resistant. A reduced impact in bending strength (-1% for MW_400 and − 8% for MW_700), modulus of elasticity (-1% for MW_400 and − 4% for MW_700), and compressive strength (-12% for MW_400 and MW_700). MW treatment did not increase the wood’s brittleness. Overall, the MW_400 treatment demonstrated superior performance compared to MW_700, particularly when combined with preservative impregnation, resulting in improvements in dimensional stability and durability while preserving mechanical integrity. Hence, MW-treated wood samples present promising possibilities as construction materials, and MW technology can be a useful, sustainable, and modern methodology for wood treatment.</p></div>","PeriodicalId":550,"journal":{"name":"European Journal of Wood and Wood Products","volume":"83 5","pages":""},"PeriodicalIF":2.5,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s00107-025-02330-z.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145028285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of epidermis and pith ring presence on bamboo shrinkage behaviors 表皮和髓环的存在对竹子收缩行为的影响
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-09-09 DOI: 10.1007/s00107-025-02326-9
Tianfeng Xie, Yinyue He, Yiling Yuan, Siqi Huang, Qi Chen

Understanding the effects of intact anatomical structures on bamboo shrinkage is crucial for mitigating shrinkage-induced defects in bamboo-based products. However, the effects of bamboo boundary layers (epidermis and pith ring) and their interactive mechanism with vascular bundles (VBs) remain unexplored. This study aims to quantify the effects of these boundaries on shrinkage and clarify how VB content modulates shrinkage under their joint constraints. The results show that the epidermis and the pith ring significantly inhibit radial and tangential shrinkage, while promoting longitudinal shrinkage. This inhibitory effect is further clarified by real-time monitoring, which reveals that the maximum tangential shrinkage (12%) occurred in the mid-VB content areas (37 VB% to 42 VB%). This phenomenon arises because boundary constraints restrict shrinkage in both VB-highest and VB-lowest areas, demonstrating that boundary effects override the influence of VB content gradients. Therefore, the epidermis and pith ring redistributed the shrinkage strain by restricting adjacent zones, thereby localizing maximum strain and crack formation in the mid-VB content areas. This study provides insights into the synergistic effects of anatomical boundaries and VB gradients on bamboo shrinkage, offering a theoretical basis to design low-shrinkage bamboo-based materials.

了解完整的解剖结构对竹材收缩的影响对于减轻竹材制品的收缩缺陷至关重要。然而,竹子的边界层(表皮和髓环)的作用及其与维管束(VBs)的相互作用机制尚不清楚。本研究旨在量化这些边界对收缩的影响,并阐明VB含量如何在它们的联合约束下调节收缩。结果表明,表皮和髓环显著抑制径向和切向收缩,促进纵向收缩。实时监测进一步证实了这种抑制作用,显示最大切向收缩(12%)发生在中脑VB含量区(37% - 42%)。这一现象的产生是因为边界约束限制了VB最高和VB最低区域的收缩,表明边界效应覆盖了VB含量梯度的影响。因此,表皮和髓环通过限制相邻区域来重新分配收缩应变,从而将最大应变和裂纹形成定位在vb含量中间区域。本研究揭示了解剖边界和VB梯度对竹材收缩的协同作用,为设计低收缩竹基材料提供了理论依据。
{"title":"Effect of epidermis and pith ring presence on bamboo shrinkage behaviors","authors":"Tianfeng Xie,&nbsp;Yinyue He,&nbsp;Yiling Yuan,&nbsp;Siqi Huang,&nbsp;Qi Chen","doi":"10.1007/s00107-025-02326-9","DOIUrl":"10.1007/s00107-025-02326-9","url":null,"abstract":"<div><p>Understanding the effects of intact anatomical structures on bamboo shrinkage is crucial for mitigating shrinkage-induced defects in bamboo-based products. However, the effects of bamboo boundary layers (epidermis and pith ring) and their interactive mechanism with vascular bundles (VBs) remain unexplored. This study aims to quantify the effects of these boundaries on shrinkage and clarify how VB content modulates shrinkage under their joint constraints. The results show that the epidermis and the pith ring significantly inhibit radial and tangential shrinkage, while promoting longitudinal shrinkage. This inhibitory effect is further clarified by real-time monitoring, which reveals that the maximum tangential shrinkage (12%) occurred in the mid-VB content areas (37 VB% to 42 VB%). This phenomenon arises because boundary constraints restrict shrinkage in both VB-highest and VB-lowest areas, demonstrating that boundary effects override the influence of VB content gradients. Therefore, the epidermis and pith ring redistributed the shrinkage strain by restricting adjacent zones, thereby localizing maximum strain and crack formation in the mid-VB content areas. This study provides insights into the synergistic effects of anatomical boundaries and VB gradients on bamboo shrinkage, offering a theoretical basis to design low-shrinkage bamboo-based materials.</p></div>","PeriodicalId":550,"journal":{"name":"European Journal of Wood and Wood Products","volume":"83 5","pages":""},"PeriodicalIF":2.5,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145011518","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prediction of dust emissions during CNC milling of spruce and pine with machine learning 用机器学习预测云杉和松木数控铣削过程中的粉尘排放
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-09-08 DOI: 10.1007/s00107-025-02306-z
Evren Osman Çakiroğlu

Wood dust generated by CNC machines during milling is hazardous to human health. This study aims to determine the wood dust emissions (PM2.5, PM10) according to the wood species, spindle speed (12000 rpm, 15000 rpm, and 18000 rpm), feed rate (3 m/min, 6 m/min, and 9 m/min), and cutting direction (contours, linear and spiral), and to predict them with machine learning algorithms. Oriental spruce (Picea orientalis L.) and Scots pine (Pinus sylvestris L.), known for their low and high dust emission values, respectively, were used as wood species. A blade with a diameter of 3 mm was preferred as a cutter for milling both wood species. The results of the analyses show that spindle speed, feed rate, and cutting direction parameters have a significant effect on PM. According to the PM2.5 and PM10 values, the highest wood dust emissions were measured at 121.42 µg/m³ and 173.02 µg/m³, respectively, in Scots pine wood material, with a spindle speed of 18,000 rpm, a feed rate of 3 m/min, and cutting direction being linear. The lowest wood dust emission was measured as 4.20 µg/m³ and 7.40 µg/m³ for PM2.5 and PM10 values, respectively, at a feed rate of 6 and 9 m/min, 15,000 rpm in Oriental spruce wood material under the conditions of cutting direction. However, the Cubist model performed best among the machine learning algorithms for predicting PM2.5 and PM10 levels. This study aims to provide data on wood dust emissions during CNC milling to inform the development of CNC parameter adjustments that minimize dust generation.

数控机床在铣削过程中产生的木屑对人体健康有害。本研究旨在根据木材种类、主轴转速(12000转、15000转和18000转)、进给速度(3米/分钟、6米/分钟和9米/分钟)和切割方向(等高线、直线和螺旋)确定木材粉尘排放(PM2.5、PM10),并用机器学习算法进行预测。以低粉尘排放值的东方云杉(Picea orientalis L.)和高粉尘排放值的苏格兰松(Pinus sylvestris L.)为材种。直径为3毫米的刀片是铣削两种木材的首选刀具。分析结果表明,主轴转速、进给速度和切削方向参数对PM有显著影响。根据PM2.5和PM10值,在主轴转速为18000 rpm,进给速度为3 m/min,切割方向为线性时,苏格兰松木材料的木材粉尘排放量最高,分别为121.42µg/m³和173.02µg/m³。在切削方向下,当进料速度为6 m/min、9 m/min、15,000 rpm时,东方云杉木材的PM2.5和PM10排放值最低,分别为4.20µg/m³和7.40µg/m³。然而,立体主义模型在预测PM2.5和PM10水平的机器学习算法中表现最好。本研究旨在提供CNC铣削过程中木材粉尘排放的数据,为CNC参数调整的发展提供信息,以最大限度地减少粉尘的产生。
{"title":"Prediction of dust emissions during CNC milling of spruce and pine with machine learning","authors":"Evren Osman Çakiroğlu","doi":"10.1007/s00107-025-02306-z","DOIUrl":"10.1007/s00107-025-02306-z","url":null,"abstract":"<div><p>Wood dust generated by CNC machines during milling is hazardous to human health. This study aims to determine the wood dust emissions (PM2.5, PM10) according to the wood species, spindle speed (12000 rpm, 15000 rpm, and 18000 rpm), feed rate (3 m/min, 6 m/min, and 9 m/min), and cutting direction (contours, linear and spiral), and to predict them with machine learning algorithms. Oriental spruce (<i>Picea orientalis</i> L.) and Scots pine (<i>Pinus sylvestris</i> L.), known for their low and high dust emission values, respectively, were used as wood species. A blade with a diameter of 3 mm was preferred as a cutter for milling both wood species. The results of the analyses show that spindle speed, feed rate, and cutting direction parameters have a significant effect on PM. According to the PM2.5 and PM10 values, the highest wood dust emissions were measured at 121.42 µg/m³ and 173.02 µg/m³, respectively, in Scots pine wood material, with a spindle speed of 18,000 rpm, a feed rate of 3 m/min, and cutting direction being linear. The lowest wood dust emission was measured as 4.20 µg/m³ and 7.40 µg/m³ for PM2.5 and PM10 values, respectively, at a feed rate of 6 and 9 m/min, 15,000 rpm in Oriental spruce wood material under the conditions of cutting direction. However, the Cubist model performed best among the machine learning algorithms for predicting PM2.5 and PM10 levels. This study aims to provide data on wood dust emissions during CNC milling to inform the development of CNC parameter adjustments that minimize dust generation.</p></div>","PeriodicalId":550,"journal":{"name":"European Journal of Wood and Wood Products","volume":"83 5","pages":""},"PeriodicalIF":2.5,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145007914","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
European Journal of Wood and Wood Products
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1