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基于LIBS结合机器学习算法的4种中药材识别
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作者 傅院霞 张飞 +2 位作者 徐丽 李莉 王莉 《蚌埠学院学报》 2025年第2期85-91,共7页
以LIBS技术采集到的当归、佛手、鸡血藤、茯苓4种中药材光谱数据为基础,以快速准确的识别中药材为主要目标,结合机器学习算法,建立识别模型。通过LIBS技术采集4种不同中药材光谱数据,用主成分分析法(PCA)对4种中药材测得的数据进行降维... 以LIBS技术采集到的当归、佛手、鸡血藤、茯苓4种中药材光谱数据为基础,以快速准确的识别中药材为主要目标,结合机器学习算法,建立识别模型。通过LIBS技术采集4种不同中药材光谱数据,用主成分分析法(PCA)对4种中药材测得的数据进行降维处理,再采用随机森林(RF)算法等构建识别模型,建立误差曲线,训练集和测试集的结果对比分析,最终实现对4种中药材的识别。结果显示结合RF算法构建的模型,验证的平均准确率可以达到93.175%。再利用精细树、线性判别、SVM、KNN、宽神经网络等学习算法建立模型,验证的准确率分别为88.10%、86.90%、82.14%、90.48%、92.86%。结果表明基于LIBS结合机器学习算法建模可以对不同药材进行区分,期望能对中药材的识别提供一种可在线、快速检测的方法。 展开更多
关键词 激光诱导击穿光谱 机器学习算法 中药材 主成分分析 随机森林法
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软枣猕猴桃果实活性物质积累规律及性状变化探究
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作者 张育铭 李丽丽 +7 位作者 辛馥辰 王婷婷 陈雨欣 郭禹桐 杨成君 申健 N.V.斯克里普琴科 刘德江 《分子植物育种》 北大核心 2025年第12期4056-4063,共8页
为了探究软枣猕猴桃三个品种果实特性及其活性物质积累变化规律,以不同生长时期的三个品种软枣猕猴桃‘九月’、‘桓优一号’、‘LD-133’为试材,对六种活性物质:多糖、黄酮、蒽醌、三萜、多酚、生物碱含量进行测量。研究结果表明,三个... 为了探究软枣猕猴桃三个品种果实特性及其活性物质积累变化规律,以不同生长时期的三个品种软枣猕猴桃‘九月’、‘桓优一号’、‘LD-133’为试材,对六种活性物质:多糖、黄酮、蒽醌、三萜、多酚、生物碱含量进行测量。研究结果表明,三个品种软枣猕猴桃性状变化规律可分为四个生长时期:幼果期、果实膨大Ⅰ期、果实膨大Ⅱ期和成熟期;多糖随果实成熟度增高明显增加,其含量主要增加时间在果实膨大Ⅰ期与果实膨大Ⅱ期;软枣猕猴桃在经历果实膨大Ⅰ期和果实膨大Ⅱ期时,黄酮含量表现出快速积累趋势,但在果实膨大Ⅰ期和果实膨大Ⅱ期后,黄酮含量均略有下降,对比成熟后和幼果期的黄酮含量可知,黄酮含量随发育的变化情况为积累型;蒽醌含量在各个发育阶段无较大波动;三萜随果实成熟度增加含量明显增多,增多时期主要在果实膨大Ⅰ期后和果实膨大Ⅱ期期间,后熟阶段三萜含量趋于稳定;生物碱含量在果实膨大Ⅱ期前含量较低,在经历果实膨大Ⅱ期和后熟阶段时,生物碱含量迅速增加,三个品种软枣猕猴桃中生物碱含量最多的品种为‘LD-133’,可达0.29 mg/g,‘桓优一号’次之,‘九月’的生物碱含量最低。本研究结果可作为衡量果实营养价值、药用价值的标准,可用来评价果实品质。 展开更多
关键词 软枣猕猴桃 果实 活性物质 性状变化 积累规律
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基于数值模拟的Ti-6Al-4V合金接头等效残余应力及缺陷分析 被引量:1
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作者 于鹏海 刘正林 +4 位作者 唐新新 陈立佳 阿廖沙·安德烈 张宇鹏 秦彬皓 《焊接》 2025年第6期7-15,22,共10页
【目的】旨在探究钨极惰性气体保护焊(Tungsten inert gas arc welding,TIG)焊接Ti-6Al-4V钛合金过程中热输入对等效残余应力的影响。【方法】选用3 mm厚Ti-6Al-4V钛合金作为研究对象,进行焊接过程模拟仿真,预测不同参数下模型等效残余... 【目的】旨在探究钨极惰性气体保护焊(Tungsten inert gas arc welding,TIG)焊接Ti-6Al-4V钛合金过程中热输入对等效残余应力的影响。【方法】选用3 mm厚Ti-6Al-4V钛合金作为研究对象,进行焊接过程模拟仿真,预测不同参数下模型等效残余应力分布。【结果】结果表明,3 mm厚Ti-6Al-4V模型焊后等效残余应力大小与焊接热输入成正比关系。模型横向等效残余应力最大值位于焊缝区及近焊缝区,并沿两侧逐渐递减。纵向等效残余应力呈现中部大、两端小的“山峰”状分布。选取不同参数下所得模型的焊缝视图切片表明,横向应力集中于中部及两端。同时,切片分析中可发现,部分焊接参数下焊缝剖面位置出现特殊异常斑点,其类似一种由于焊接热输入过大引起的焊接缺陷。【结论】通过选用双椭球模型作为热源,并通过添加生死单元实现焊缝区域填充,使得等效残余应力预测精度均达到85%以上,可为实际焊接优化提供有效思路。 展开更多
关键词 钨极氩弧焊 钛合金 数值模拟 等效残余应力 焊接缺陷 温度场
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强约束下中成药包装视觉信息布局
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作者 尹晶 贺雪梅 刘凡 《科学技术与工程》 北大核心 2025年第15期6431-6438,共8页
中医药是中国重要文化生态资源。国家或地方相关法规标准对中成药包装标签设计提出明确要求,成为指导中成药包装设计的强约束条件。在此情况下,梳理中成药包装设计信息清单,并绘制符合约束条件的包装盒模板,搭建设计强约束环境。以“江... 中医药是中国重要文化生态资源。国家或地方相关法规标准对中成药包装标签设计提出明确要求,成为指导中成药包装设计的强约束条件。在此情况下,梳理中成药包装设计信息清单,并绘制符合约束条件的包装盒模板,搭建设计强约束环境。以“江中牌健胃消食片”包装设计为例,将现有药品包装盒作为研究对象,通过眼动追踪技术分别对包装盒六张单面图以及展开图进行眼动数据捕捉,以注视时间和热区图作为关键指标分析包装盒区域关注度及药品信息重要度,对现有包装信息布局进行系统评价,并提出改进方向。最终,通过设计赋能,将药品信息与版面重新匹配布局,输出包装设计方案,指导中成药包装设计在规范化前提下实现视觉信息高效优化设计。 展开更多
关键词 包装设计 信息布局 强约束 眼动实验 中成药
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添加剂辅助生长CsPbBr_(3)单晶及其γ射线探测性能
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作者 陈燃 赵啸 +3 位作者 孟钢 GNATYUK Volodymyr 倪友保 王时茂 《人工晶体学报》 北大核心 2025年第7期1238-1244,共7页
CsPbBr_(3)单晶具有高原子序数、高载流子迁移率寿命积、高电阻率和对X/γ射线的阻挡能力强等优点,是一种极具应用前景的半导体辐射探测材料。CsPbBr_(3)单晶可以通过溶液法低成本生长,但溶液法生长CsPbBr_(3)单晶具有择优取向,获得的... CsPbBr_(3)单晶具有高原子序数、高载流子迁移率寿命积、高电阻率和对X/γ射线的阻挡能力强等优点,是一种极具应用前景的半导体辐射探测材料。CsPbBr_(3)单晶可以通过溶液法低成本生长,但溶液法生长CsPbBr_(3)单晶具有择优取向,获得的晶体多呈棒状,不利于器件制备,且晶体生长速度较快,单晶内容易出现孪晶等缺陷。本文在逆温度结晶法生长CsPbBr_(3)单晶过程中引入十六烷基三甲基溴化铵(CTAB)作为添加剂调控单晶的生长速率(主要减缓[002]晶向的生长速度,抑制单晶的择优取向),提升单晶质量。晶体的摇摆曲线半峰全宽为0.08°,电阻率达到了8.14×10^(9)Ω·cm,载流子迁移率寿命积为6.44×10^(-3)cm^(2)·V^(-1),缺陷态密度为2.07×10^(10)cm^(-3),展现出良好的晶体质量和电学性质。基于获得的CsPbBr_(3)晶体制备的γ射线探测器实现了对241Am 59.5 keV γ射线光子10.25%的能谱分辨率。这些结果展示了添加剂辅助生长的高质量CsPbBr_(3)单晶在辐射探测应用中的潜力。 展开更多
关键词 CsPbBr_(3)单晶 逆温度结晶法 添加剂 空间位阻效应 Γ射线探测器
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甲烷空气转换物在钢板上制备碳纳米管
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作者 梁湫敏 A·霍瓦夫科 +5 位作者 慕光睿 M·巴拉巴什 A·内别斯尼 A·斯维亚坚科 E·斯特拉季夫诺夫 聂国朝 《辽宁化工》 2025年第11期1839-1842,共4页
为了阐明甲烷空气转换产物中碳纳米管(CNTs)形成的一些规律,采用化学气相沉积法在金属钢板催化剂上合成了不同形貌的碳纳米管,对其进行了热力学计算和实验研究,确定了最佳工艺温度。研究了金属催化剂在氧化和还原气氛中的处理顺序和方法... 为了阐明甲烷空气转换产物中碳纳米管(CNTs)形成的一些规律,采用化学气相沉积法在金属钢板催化剂上合成了不同形貌的碳纳米管,对其进行了热力学计算和实验研究,确定了最佳工艺温度。研究了金属催化剂在氧化和还原气氛中的处理顺序和方法,并且采用拉曼光谱证实了所获得材料的低缺陷性质。 展开更多
关键词 碳纳米管 拉曼光谱 电子显微镜 化学气相沉积 催化剂
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Microstructure and Properties of Fe-Mo Functionally Graded Materials Fabricated by Electron Beam-Directional Energy Deposition
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作者 Li Danni Yao Zhengjun +6 位作者 Yao Mengxin Zhang Shuxian Moliar Oleksandr Soloviova Tetiana Trosnikova Iryna Loboda Petro Zhang Shasha 《稀有金属材料与工程》 北大核心 2025年第3期554-568,共15页
Fe-Mo functionally graded materials(FGMs)with different composition-change rates from 100%304 stainless steel to 100%Mo along the composition gradient direction were prepared by electron beam-directed energy depositio... Fe-Mo functionally graded materials(FGMs)with different composition-change rates from 100%304 stainless steel to 100%Mo along the composition gradient direction were prepared by electron beam-directed energy deposition(EB-DED)technique,including three samples with composition mutation of 100%,composition change rate of 10%and 30%.Results show that the composition-change rate significantly affects the microstructure and mechanical properties of the samples.In the sample with abrupt change of composition,the sharp shift in composition between 304 stainless steel and Mo leads to a great difference in the microstructure and hardness near the interface between the two materials.With the increase in the number of gradient layers,the composition changes continuously along the direction of deposition height,and the microstructure morphology shows a smooth transition from 304 stainless steel to Mo,which is gradually transformed from columnar crystal to dendritic crystal.Elements Fe,Mo,and other major elements transform linearly along the gradient direction,with sufficient interlayer diffusion between the deposited layers,leading to good metallurgical bonding.The smaller the change in composition gradient,the greater the microhardness value along the deposition direction.When the composition gradient is 10%,the gradient layer exhibits higher hardness(940 HV)and excellent resistance to surface abrasion,and the overall compressive properties of the samples are better,with the compressive fracture stress in the top region reaching 750.05±14 MPa. 展开更多
关键词 functionally graded materials EB-DED microstructure evolution mechanical properties
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Constructing, Mapping, and Analyzing Global Urban Forest Databases Using Hyperlinks: A World of Vast Unevenness and Research Challenges
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作者 Stanley D. Brunn Olena Dronova Mahmuda Sharmin 《Natural Resources》 2025年第1期1-23,共23页
A distinctive feature of scholarly communities today is exploring topics and concepts in interdisciplinary and international contexts. This observation is increasingly apparent and visible in advancing our thinking an... A distinctive feature of scholarly communities today is exploring topics and concepts in interdisciplinary and international contexts. This observation is increasingly apparent and visible in advancing our thinking and policies related to human/environmental worlds at local, regional, and global scales. Maps are an important part of these innovative and ongoing research approaches. In this context, we consider urban forests a topic meriting more attention of scholars studying the geographic and environmental intersections of the natural sciences with the social sciences and humanities. We construct two innovative knowledge bases, one a conceptual framework based on major themes and concepts related to mapping urban forests using key words of the first 100 results of a Google Scholar query and a second using the number of Google Scholar hyperlinks about mapping urban forests in 244 capital cities. We discovered that the constructed world maps reveal vast global unevenness in our knowledge about urban forests in hyperlink numbers and ratios, results that merit further attention by disciplinary, international and interdisciplinary scholarly communities. 展开更多
关键词 Urban Forests Database MAPPING Google Scholar HYPERLINKS DISPARITIES Unevenness
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Spatial Grasp Model for Distributed Management and Its Comparison With Traditional Algorithms
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作者 Peter Simon Sapaty 《International Relations and Diplomacy》 2025年第3期164-179,共16页
The word“spatial”fundamentally relates to human existence,evolution,and activity in terrestrial and even celestial spaces.After reviewing the spatial features of many areas,the paper describes basics of high level m... The word“spatial”fundamentally relates to human existence,evolution,and activity in terrestrial and even celestial spaces.After reviewing the spatial features of many areas,the paper describes basics of high level model and technology called Spatial Grasp for dealing with large distributed systems,which can provide spatial vision,awareness,management,control,and even consciousness.The technology description includes its key Spatial Grasp Language(SGL),self-evolution of recursive SGL scenarios,and implementation of SGL interpreter converting distributed networked systems into powerful spatial engines.Examples of typical spatial scenarios in SGL include finding shortest path tree and shortest path between network nodes,collecting proper information throughout the whole world,elimination of multiple targets by intelligent teams of chasers,and withstanding cyber attacks in distributed networked systems.Also this paper compares Spatial Grasp model with traditional algorithms,confirming universality of the former for any spatial systems,while the latter just tools for concrete applications. 展开更多
关键词 spatial awareness spatial control spatial consciousness Spatial Grasp Technology Spatial Grasp Language spatial scenarios cyber attacks distributed algorithms mobile agents
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Adaptive Responses of Secale Cereale to Moderate Soil Drought:Role of Phytohormones,Free Amino Acids,and Phenolic Compounds
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作者 Lesya Voytenko Mykola Shcherbatiuk +4 位作者 Valentyna Vasyuk Kateryna Romanenko Lidiya Babenko Oleksandr Smirnov Iryna Kosakivska 《Phyton-International Journal of Experimental Botany》 2025年第7期2195-2214,共20页
Prolonged lack of rain and high-temperature lead to soil water deficits,inhibiting cereal crop growth in early ontogenesis and reducing grain quality and yield.Rye(Secale cereale L.)is a key grain crop,particularly in... Prolonged lack of rain and high-temperature lead to soil water deficits,inhibiting cereal crop growth in early ontogenesis and reducing grain quality and yield.Rye(Secale cereale L.)is a key grain crop,particularly in regions where wheat cultivation is challenging or unfeasible.To clarify its drought adaptation mechanisms,we analyzed the effects of moderate soil drought on growth,hormonal homeostasis,and the dynamics and distribution of free amino acids and phenolic compounds in rye at early vegetative stages and post-recovery.Drought triggered both general and organ-specific changes in endogenous phytohormones.A nonspecific response involved the accumulation of stress hormones abscisic acid(ABA)and salicylic acid(SA),alongside the suppression of growth hormones indole-3-acetic acid(IAA)and gibberellins.However,hormone dynamics and localization varied across plant organs.ABA and SA levels significantly increased in shoots of drought-stressed and recovered plants,corresponding with inhibited growth.Prolonged drought further enhanced ABA accumulation in both shoots and roots of recovered plants,while SA levels declined in roots but remained elevated in shoots.Drought also caused a substantial reduction in IAA,particularly in shoots,while gibberellins(GA_(3)+GA_(4))significantly decreased in roots.GA_(3)was predominant in most samples,except in the shoots of 2-day-old control plants.Post-recovery,IAA levels increased but remained below control values,while GA_(4)accumulation in roots led to a rise in total gibberellin levels.In contrast,shoot GA_(3)+GA_(4)levels declined,primarily due to GA_(3)reduction.The dominant free amino acids:aspartic acid,glutamic acid,glycine,alanine,and leucinedecreased significantly,underscoring their key role in stress adaptation.Increased flavonoid accumulation,especially in roots,suggests their involvement in antioxidant defense against oxidative stress.A significant increase in ABA and SA levels,along with a marked reduction in IAA and GA content in stressed rye plants occurred alongside a reduction in free amino acid content,accumulation of phenolic compounds,and an increase in flavonoid levels.These findings indicate distinct adaptation strategies in rye shoots and roots undermoderate soil drought.They provide a foundation for further research on drought resistance mechanisms in cereals and the development of strategies to enhance their adaptive potential. 展开更多
关键词 Secale cereale L. soil drought GROWTH PHYTOHORMONES amino acids PHENOLS FLAVONOIDS adaptation strategies
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Managing Multidimensional International World With Spatial Grasp Model
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作者 Peter Simon Sapaty 《International Relations and Diplomacy》 2025年第5期257-269,共13页
“Multidimensional international world”refers to understanding the world through multiple dimensions beyond traditional economic or political measures,fostering cross-cultural collaboration,and creating systems that ... “Multidimensional international world”refers to understanding the world through multiple dimensions beyond traditional economic or political measures,fostering cross-cultural collaboration,and creating systems that balance global integration with local needs.This also includes management of global business operations across diverse cultures in a multipolar international landscape.The paper briefs the developed and already tested in numerous applications high-level Spatial Grasp Model and Technology(SGT),which can help investigate and manage complex systems with a holistic spatial approach effectively covering various physical and virtual dimensions,their interrelations,and integration as a whole.Different areas will be investigated with examples of practical solutions in them and their combinations in a high-level Spatial Grasp Language(SGL),the key element of SGT.This allows for the creation and distributed management of very large spatial networks with different orientation which can be self-spreading,self-analyzing,self-modifying,and self-recovering in complex terrestrial and celestial environments,and also organize dynamic multi-networking solutions supporting global evolution and integrity. 展开更多
关键词 multidimensional world Spatial Grasp Technology Spatial Grasp Language distributed network operations dimensions investigation and management collective spatial solutions global integrity
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Fabrication and Mechanical,Dielectric and Optical Properties of Cellulose Paper Embedded with SrAl2O4:Eu,Dy Phosphor
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作者 Vitalii Chornii Serhii G.Nedilko +7 位作者 Maxim Lazarenko Oleksandr Alekseev Mariia Sosnovs’ka Valerii Barbash Olga Yashchenko Syed Shabhi Haider Yaroslav Zhydachevskyy Andrzej Suchocki 《Journal of Renewable Materials》 2025年第4期653-668,共16页
The work deals with cellulose paper filled with nanocellulose and SrAl_(2)O_(4):Eu,Dy oxide phosphor.It was found that both nanocellulose and oxide improve the tensile strength of the composites obtained.The samples w... The work deals with cellulose paper filled with nanocellulose and SrAl_(2)O_(4):Eu,Dy oxide phosphor.It was found that both nanocellulose and oxide improve the tensile strength of the composites obtained.The samples with the oxide demonstrate a long-lasting photoluminescence(PL)under sunlight and ultra-violet(UV)illumination.Room-temperature the PL spectra reveal a wide multicomponent band spreading over all the visible spectral regions.The short-wavelength part of the band is ascribed to the cellulose-related luminescence,while the long-wavelength PL component with maxima near 540 nm corresponds to the luminescence of the SrAl_(2)O_(4):Eu,Dy phosphor.The dependency of the PL intensity on oxide concentration suggests the reabsorption of cellulose emission by the oxide and vice versa.The study of the dielectric properties of composite papers shows the presence of dielectric relaxations at low temperatures(T~−50℃).Similar cellulose materials to those studied can be considered as alternatives for artificial petroleum-based polymers.Low cost,eco-friendliness,biocompatibility,and the simplicity of recycling are among the main advantages of these materials.They are produced from the cellulose which is one of the most abundant renewable materials in nature.The data on the mechanical,dielectric,and optical properties indicate that the papers studied can be used in flexible lighting devices,WLEDs,coating,markers,labels,etc. 展开更多
关键词 CELLULOSE long lasting phosphor PAPER PHOTOLUMINESCENCE
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The Impact of Energy-Efficient Technologies on the Development of the Agricultural Industry
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作者 Kateryna Andriushchenko Anastasiia Liezina +4 位作者 Alla Slavkova Pavlo Logvinov Vitalii Lavruk Serhii Petrukha Andrii Storozhenko 《Journal of Environmental & Earth Sciences》 2025年第1期423-437,共15页
The increase in the population as a whole gradually requires solving the issues of continuous development of the agro-industrial complex in all directions and components.This development is accompanied by an increase ... The increase in the population as a whole gradually requires solving the issues of continuous development of the agro-industrial complex in all directions and components.This development is accompanied by an increase in energy consumption,in the total balance of which electricity occupies a significant share.The purpose of this study is to develop a mathematical model of the use of infrared means for heating agro-industrial premises,which affects the formation of energy-saving and energy-saving processes of enterprises.The agrarian potential of Ukraine was analyzed and compared with other countries of the world for awareness,analysis and relevant conclusions regarding energy consumption and frugality.This helped,based on calculations and foreign experience,to prove the effectiveness of the proposed mathematical model.And its empiric results of application in the form of the use of a copper plate allowed to prove efficiency due to the reduction of electricity consumption in the conditions of maintaining the temperature regime of industrial-type premises not higher than 22–26°C when the equipment is operating at an output power of 40 W.The results of the research are the development of the existing theoretical foundations of ensuring the effective use of energy resources in agricultural organizations and can be used by economic entities and regional authorities for the purpose of making informed decisions in the field of energy-saving policy development in the agricultural sector. 展开更多
关键词 Agricultural Industry Electric Power Industry DEVELOPMENT Latest Technologies Innovations
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The Dual Dimensions of Chinese Nationalism: Civilizational Rhetoric and the Practice of Control
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作者 Vita Golod 《Cultural and Religious Studies》 2025年第11期632-642,共11页
In contemporary China,nationalism under Xi Jinping operates through a dual mechanism that integrates domestic identity engineering with outward-facing narratives of moral leadership.This article argues that the Chines... In contemporary China,nationalism under Xi Jinping operates through a dual mechanism that integrates domestic identity engineering with outward-facing narratives of moral leadership.This article argues that the Chinese Communist Party(CCP)’s shift from describing China as a“unified multiethnic state”to promoting a“united community of the Chinese nation”(中华民族共同体)(China Daily,2017)marks a decisive ideological turn that normalizes assimilationist governance and reshapes the cultural and religious life of minority regions.Based on discourse analysis of Xi Jinping’s speeches,official policy documents,and ethnographic fieldwork conducted in Xinjiang in 2024,the study shows how this ideological shift produces a museumized multiculturalism that narrows space for ethnic autonomy and diversity.At the same time,China amplifies a peacebuilding discourse-particularly in its engagement with the Russo-Ukrainian war and conflicts in the Middle East-to present itself as a responsible global actor.The findings reveal three interlocking dynamics:First,cultural homogenization remains central to the Party’s long-term stability strategy;second,China’s civilizational rhetoric resonates most strongly where material partnerships outweigh normative concerns;and third,the contrast between domestic coercion and external reassurance functions not as a contradiction,but as a coherent political pattern.These dynamics show how nationalist ideology,cultural governance,and foreign-policy messaging form an integrated project that expands China’s influence while exposing the limits of its moral legitimacy. 展开更多
关键词 China Xi Jinping NATIONALISM ethnic policy Chinese nation Uyghurs XINJIANG
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Sorption Activity of Plant Biosorbents in Wastewater Treatment
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作者 Anna Poshtarenko Kateryna Danilova +8 位作者 Lyudmila Reshetnyak Inga Kuznetsova Larysa Bal-Prylypko Ihor Ustymenko Rodion Rybchynskyi Maksym Ryabovol Bohdana Leonova Halyna Tolok Lyudmila Bejko 《Research in Ecology》 2025年第2期118-128,共11页
Wastewater plays a crucial role in deteriorating water quality and can significantly affect human health and ecosystems if discharged without proper treatment.Among available treatment methods,adsorption is often cons... Wastewater plays a crucial role in deteriorating water quality and can significantly affect human health and ecosystems if discharged without proper treatment.Among available treatment methods,adsorption is often considered an effective,relatively inexpensive,and environmentally friendly purification technique,but its efficiency depends on the sorbents used.The use of low-cost biosorbents with high adsorption capacity is widely studied.These include various biomaterials such as microalgae,cyanobacteria,fungi,and plant materials.The utilization of different biosorbents derived from plant waste,such as Paulownia wood,aspen,hickory,Ziziphus bark,peach tree shavings,as well as grasses such as red fescue and reed,and Sargassum algae in natural and modified forms,is a crucial research direction.Such studies highlight the potential to address waste issues by repurposing it as biosorbents.Several studies have examined the ability of different biosorbents to treat wastewater and suggested that the physicochemical properties of the material's surface,such as specific surface area,pore size,and pore volume,play a decisive role in adsorption capacity.A quantitative analysis of plant-based biosorbents will significantly aid in developing water treatment systems and achieving optimal adsorption through modifications of their physicochemical properties.Furthermore,the analysis will help understand the relative importance of each physicochemical property in determining adsorption capacity,thereby contributing to the implementation of treatment methods targeting specific pollutants. 展开更多
关键词 BIOSORPTION Plant Sorbents Adsorption Capacity WASTEWATER
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Monitoring the Oil Tank Deformations for Different Operating Conditions
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作者 Roman Shults Natalia Kulichenko +1 位作者 Andriy Annenkov Oleksandr Adamenko 《Structural Durability & Health Monitoring》 2025年第6期1433-1456,共24页
Oil tanks are essential components of the oil industry, facilitating the safe storage and transportation of crude oil. Safely managing oil tanks is a crucial aspect of environmental protection. Oil tanks are often use... Oil tanks are essential components of the oil industry, facilitating the safe storage and transportation of crude oil. Safely managing oil tanks is a crucial aspect of environmental protection. Oil tanks are often used under extreme operational conditions, including dynamic loads, temperature variations, etc., which may result in unpredictable deformations that can cause severe damage or tank collapses. Therefore, it is essential to establish a monitoring system to prevent and predict potential deformations. Terrestrial laser scanning (TLS) has played a significant role in oil tank monitoring over the past decades. However, the full extent of TLS capabilities for oil tank monitoring has not yet been thoroughly investigated. This study aims to evaluate TLS’s abilities in detecting deformations of oil tanks under various operating conditions. The paper has two objectives: first, to examine the deformations of two vertical oil tanks over six years, and second, to investigate potential deformations of the tanks’ surfaces during filling. Each tank was scanned three times—in the years 2015, 2016, and 2021. Mathematical models and appropriate software were developed to determine the achievable accuracy of TLS monitoring. The anticipated monitoring accuracy was simulated based on the design parameters of the oil tanks. This accuracy was subsequently used to differentiate between deformations and measurement errors. The tank surface was approximated utilizing the cylinder equation for each monitoring epoch. Additionally, deformations were analyzed at different cross-sections with the appropriate circular approximations. The results indicated that both tanks exhibited no significant deformations within a range of less than 20 mm. For the empty tanks, the average radius decreased by 4 mm, without any changes in shape. The total spatial inclination of the oil tanks was calculated using cylinder equations at different monitoring epochs. In the final stage, the observed deformations were employed to simulate the strain-stress conditions of the oil tanks. Thus, this paper presents a complex technology and the results of oil tank monitoring by TLS under various operating conditions. 展开更多
关键词 Terrestrial laser scanning DEFORMATION CYLINDER FITTING ACCURACY FEM simulation INCLINATION
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In silico modeling and experimental validation of 2-oxoimidazolidin-4-sulfonamides as low-toxicity fungicides against Phytophthora infestans
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作者 Vasyl Kovalishyn Diana Hodyna +4 位作者 Ivan Semenyuta Volodymyr Brovarets Oleh Shablykin Svitlana Chumachenko Larysa Metelytsia 《Advanced Agrochem》 2025年第2期141-148,共8页
Phytophthora infestans control is a long-standing problem that has caused ongoing difficulties and brought limited success for over a century.Traditional methods,such as fungicides,have drawbacks including high cost,r... Phytophthora infestans control is a long-standing problem that has caused ongoing difficulties and brought limited success for over a century.Traditional methods,such as fungicides,have drawbacks including high cost,restrictions on organic farming,potential risks to the environment and human health,and the development of resistant strains.In this study,we employed cutting-edge computer-based techniques,including Quantitative Structure-Activity Relationship(QSAR)modeling and molecular docking simulations,to uncover new fungicidal compounds and gain insights into their specific mechanisms of action against P.infestans.QSAR modeling on the number of compounds tested as P.infestans inhibitors was performed using an interactive OCHEM web platform.The predictive ability of the developed classification models had a balanced accuracy(BA)of 77–85%for the training set and BA?89–93%for the validation external test set.During the in vitro testing against P.infestans,thirteen synthesized 2-oxoimidazolidine-4-sulfonamides demonstrated inhibition rates,ranging from 23.6%to 87.4%.The fungicidal potential of six of these fungicides ranged from 79.3%to 87.4%,which is comparable to the activity of known fungicides.Acute toxicity results using the well-known aquatic marker Daphnia magna showed that the most active sulfonamides 3d,3f,3h,3j,3k,and 3l,with LC_(50) values ranging from 13.7 to 52.9 mg/L,are low-toxicity compounds.The molecular docking results demonstrated a potential mechanism of the antifungal action of the studied 2-oxoimidazolidin-4-sulfonamide derivatives via the inhibition of fungal CYP51,a sterol biosynthesis enzyme. 展开更多
关键词 Oxoimidazolidines Phytophthora infestans Acute toxicity QSAR DOCKING
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In-situ Particulate-Reinforced Al Matrix Composites:Effect of the Synergistic Mechanism of ZrB_(2)and Al_(3)Zr on Tribological Behavior
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作者 Feng Wang Hui Li +4 位作者 Xiaolong Zhang Lei Jiao Wei He Xudong Han Shcheretskyi Volodymyr 《Chinese Journal of Mechanical Engineering》 2025年第3期291-307,共17页
To investigate the key factors that cause ZrB_(2)/AA6111 and(ZrB_(2)+Al_(3)Zr)/AA6111 aluminum matrix composites(AMCs)made via in situ reaction to behave differently in terms of friction and wear.Room-temperature dry ... To investigate the key factors that cause ZrB_(2)/AA6111 and(ZrB_(2)+Al_(3)Zr)/AA6111 aluminum matrix composites(AMCs)made via in situ reaction to behave differently in terms of friction and wear.Room-temperature dry sliding tribological behavior of AA6111 Al alloys,ZrB_(2)/AA6111,and(ZrB_(2)+Al_(3)Zr)/AA6111 AMCs against silicon nitride(Si_(3)N_(4))counterparts were investigated.The study showed that AA6111/Al alloy had the highest wear rate and the most unstable coefficient of friction(COF),indicating the worst abrasion resistance.(ZrB_(2)+Al_(3)Zr)/AA6111 AMCs exhibit a lower wear rate and higher COF than ZrB_(2)/AA6111 AMCs.The result proved that the Al_(3)Zr particles prepared by the in-situ reaction are strongly bonded(lattice misfitδ=2.7%)to the Al matrix and are not easily stripped from the substrate.ZrB_(2)/AA6111 AMCs exhibited a lower COF attributed to the tribochemical reaction inducing the formation of more boric acid(H_(3)BO_(3))films with a graphite-like structure having a lubricating effect. 展开更多
关键词 Aluminum matrix composites In-situ reaction Wear mechanism Wear performance
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Mn_(0.6)Ce_(0.4)O_(2)/CNT electrocatalyst boosts the efficient electrocatalytic oxidation of toluene to benzoic acid
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作者 Aixin Ma Yue Shi +4 位作者 Jiejie Bai Hangkai Shi G.A.Bagliuk Jianping Lai Lei Wang 《Journal of Energy Chemistry》 2025年第5期565-575,共11页
Electrocatalytic toluene(TL)oxidation to produce benzoic acid(BAC)process is largely hindered due to sluggish kinetics associated with the transformation of the rate-determining step,because of weak TL adsorption and ... Electrocatalytic toluene(TL)oxidation to produce benzoic acid(BAC)process is largely hindered due to sluggish kinetics associated with the transformation of the rate-determining step,because of weak TL adsorption and high rate-determining step energy barrier for difficult to dehydrogenate.Herein,we report Mn_(x)Ce_(1-x)O_(2)/CNT catalyst for accelerated reaction kinetics.Theoretical and experimental studies indicate that Ce sites promote TL adsorption and polyvalent Mn modulates the electronic structure of Ce sites reducing the rate-determining step energy barrier.This results in increasing^(*)C_(6)H_(5)CH_(2)coverage and effectively accelerating TL oxidation reaction(TOR)kinetics.Excitingly,the Faraday efficiency(FE)and BAC yield of optimized Mn_(0.6)Ce_(0.4)O_(2)/CNT at 2.6 V vs.RHE could reach 85.9%and 653.9 mg h^(-1)cm^(-2),respectively.In addition,the Mn_(0.6)Ce_(0.4)O_(2)/CNT displays a high selectivity of 96.3%for BAC.Combining the TL oxidation reaction with hydrogen evolution reaction,the anion exchange membrane electrolyzer of Mn_(0.6)Ce_(0.4)O_(2)/CNT(+)||Pt/C(-)can reach 100 mA cm^(-2)at the voltage of 3.0 V,in which the BAC yield is 579.4 mg h^(-1)cm^(-2)and the FE is 83.6%.This work achieved high selectivity of TOR at industrial-relevant current densities of 100 mA cm^(-2)at the low voltage for the first time. 展开更多
关键词 Electrocatalytic oxidation AEM electrolyzer Mn_(0.6)Ce_(0.4)O_(2)/CNT catalyst Toluene oxidation Benzoic acid
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Combining transformer and 3DCNN models to achieve co-design of structures and sequences of antibodies in a diffusional manner
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作者 Yue Hu Feng Tao +3 位作者 Jiajie Xu Wen-Jun Lan Jing Zhang Wei Lan 《Journal of Pharmaceutical Analysis》 2025年第6期1406-1408,共3页
AlphaPanda(AlphaFold2[1]inspired protein-specific antibody design in a diffusional manner)is an advanced algorithm for designing complementary determining regions(CDRs)of the antibody targeted the specific epitope,com... AlphaPanda(AlphaFold2[1]inspired protein-specific antibody design in a diffusional manner)is an advanced algorithm for designing complementary determining regions(CDRs)of the antibody targeted the specific epitope,combining transformer[2]models,3DCNN[3],and diffusion[4]generative models. 展开更多
关键词 advanced algorithm diffusion generative models dcnn epitope targeting antibody design complementary determining regions complementary determining regions cdrs transformer models
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