期刊文献+
共找到127篇文章
< 1 2 7 >
每页显示 20 50 100
Boron-containing copolymers as environmentally friendly lubricant additives
1
作者 Hua Xue Fengchun Liang +4 位作者 Weili Yang Qun He Meirong Cai Feng Zhou Weifeng Bu 《日用化学工业(中英文)》 北大核心 2025年第1期1-11,共11页
Increasing environmental concerns about limiting harmful emissions has necessitated sulfur-and phosphorus-free green lubricant additives.Although boron-containing compounds have been widely investigated as green lubri... Increasing environmental concerns about limiting harmful emissions has necessitated sulfur-and phosphorus-free green lubricant additives.Although boron-containing compounds have been widely investigated as green lubricant additives,their macromolecular analogs have been rarely considered yet to develop environmentally friendly lubricant additives.In this work,a series of boron-containing copolymers have been synthesized by free-radical copolymerization of stearyl methacrylate and isopropenyl boronic acid pinacol ester with different feeding ratios(S_(n)-r-B_(m),n=1,m=1/3,1,2,3,5,9).The resulting copolymers of S_(n)-r-B_(m)(n=1,m=1/3,1,2,3,5)are readily dispersed in the PAO-10 base oil and form micelle-like aggregates with hydrodynamic diameters ranging from 9.7 to 52 nm.SRV-IV oscillating reciprocating tribological tests on ball-on-flat steel pairs show that compared with the base oil of PAO-10,the friction coefficients and wear volumes of the base oil solutions of S_(n)-r-B_(m)decrease considerably up to 62%and 97%,respectively.Moreover,the base oil solution of S_(1)-r-B_(1)exhibits an excellent load-bearing capacity of(850±100)N.These superior lubricating properties are due to the formation of protective tribofilms comprising S_(n)-r-B_(m),boron oxide,and iron oxide compounds on the lubricated steel surface.Therefore,the boron-containing copolymers can be regarded as a novel class of environmentally friendly lubricating oil macroadditives for efficient friction and wear reduction without sulfur and phosphorus elements. 展开更多
关键词 friction and wear reduction lubricant additives boron-containing copolymers POLYMERIZATION
在线阅读 下载PDF
大蒜(Allium sativum L.)及大蒜素(Garlicin)作为添加剂(Additives)在水产养殖业中的应用 被引量:3
2
作者 王兴礼 徐大节 《现代渔业信息》 2003年第8期27-28,共2页
大蒜具有多种生物学功能。大蒜素是大蒜提取液中主要生物活性成分的总称。作者简要概述大蒜及大蒜素作为添加剂在水产养殖业中的应用。
关键词 大蒜 Allium-sativumL. 大蒜素 Garlicin 添加剂 additives 水产养殖业 应用 生物学功能
在线阅读 下载PDF
Influence of flux additives on iron ore oxidized pellets 被引量:22
3
作者 范晓慧 甘敏 +2 位作者 姜涛 袁礼顺 陈许玲 《Journal of Central South University》 SCIE EI CAS 2010年第4期732-737,共6页
Six additives,i.e.,limestone,lime,magnesite,magnesia,dolomite and light-burned-dolomite,were added for investigating their influences on the pellet quality.For green balls,adding lime and light-burned-dolomite makes t... Six additives,i.e.,limestone,lime,magnesite,magnesia,dolomite and light-burned-dolomite,were added for investigating their influences on the pellet quality.For green balls,adding lime and light-burned-dolomite makes the wet drop strength decrease firstly,and then increase with further increase of additive dosage.Ca(OH)2 affects the bentonite properties at the beginning,but the binding property of Ca(OH)2 will be main when the dosage is higher.The other four additives decrease the drop strength for their disadvantageous physical properties.For preheated pellets,no mater what kind of additive is added,the compressive strength will be decreased because of unmineralized additives.For roasted pellets,calcium additives can form binding phase of calcium-ferrite,and suitable liquid phase will improve recrystallization of hematite,but excessive liquid will destroy the structure of pellets,so the compressive strength of pellet increases firstly and then drops.When adding magnesium additives,the strength will be decreased because of the oxidation of magnetite retarded by MgO. 展开更多
关键词 iron ore additives oxidized pellets compressive strength
在线阅读 下载PDF
Evaluation of rutting performance of stone matrix asphalt mixtures containing warm mix additives 被引量:6
4
作者 Rezvan Babagoli Hassan Ziari 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第2期360-373,共14页
Permanent deformation or rutting, one of the most important distresses in flexible pavements, has long been a problem in asphalt mixtures and thus a great deal of research has been focused on the development of a rheo... Permanent deformation or rutting, one of the most important distresses in flexible pavements, has long been a problem in asphalt mixtures and thus a great deal of research has been focused on the development of a rheological parameter that would address the rutting susceptibility of both unmodified and modified bituminous binders. In this research, three warm mix additives(Sasobit, Rheofalt and Zycotherm) were used to modify 60-70 penetration grade base binder. The rutting potential of both modified and unmodified binders were evaluated through the multiple stress creep recovery(MSCR)-based parameter, nonrecoverable compliance(Jnr) and recovery parameter(R). Several performance tests carried on stone matrix asphalt(SMA) mixtures comprising different nominal maximum aggregate sizes(NMASs, 9.5, 12.5 and 19 mm), like Marshall stability, dynamic and static creep and Hamburg wheel tracking tests to evaluate their rutting performance. The objective of this work is to correlate MSCR test results to performance. Results indicate that for the range of the gradations investigated in this work, increasing the nominal maximum aggregate size of the gradation would increase the permanent deformation resistance of the SMA mixture. Addition of 3% sasobit to base binder leads an increase in Jnr100 about 82%. Addition of 2% rheofalt to base binder leads an recovery increase of about 9.76 % and 27.44% in stress levels of 100 and 3200 Pa, respectively. The results reveal that rutting resistance of mixtures improves as Jnr decreases. The use of the MSCR test in the rutting characterization of bituminous binders is highly recommended based on the results of this work. 展开更多
关键词 warm additives multiple stress creep recovery RUTTING flow number flow time wheel track test
在线阅读 下载PDF
Surface tension of lithium bromide aqueous solution/ammonia with additives and nano-particles 被引量:3
5
作者 蔡伟华 孔伟伟 +2 位作者 王悦 朱蒙生 王新雷 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第5期1979-1985,共7页
In order to investigate the effect of additives and nano-particle on the surface tensions of lithium bromide(Li Br) aqueous solution/ammonia, many experiments were carried out based on Wilhelmy plate method. Firstly, ... In order to investigate the effect of additives and nano-particle on the surface tensions of lithium bromide(Li Br) aqueous solution/ammonia, many experiments were carried out based on Wilhelmy plate method. Firstly, the surface tension of Li Br aqueous solution with 1-octanol was measured and then the comparison between the measured results and previous experimental results was given to verify the measuring accuracy. Some new additives, such as cationic surfactants cetyltrimethyl ammonium chloride(CTAC), and cetyltrimethyl ammonium bromide(CTAB) were chosen in the experiments. The experimental results show that CTAC and CTAB can obviously reduce the surface tension of Li Br aqueous solution/ammonia. In addition, it is found that nano-particles cannot remarkably decrease the surface tension of Li Br aqueous solution/ammonia. However, the mixed addition of additives and nano-particles can remarkably affect the surface tension of Li Br aqueous solution/ammonia. That is to say, additives play more important role in reducing the surface tension of Li Br aqueous solution/ammonia. But nano-particles may enhance the heat transfer in the absorption refrigeration process. 展开更多
关键词 lithium bromide AMMONIA additives NANO-PARTICLES surface tension
在线阅读 下载PDF
Emissions and deposit properties from combustion of wood pellet with magnesium additives 被引量:1
6
作者 Tomas Persson Jochen Riedel +2 位作者 Jonas Berghel Ulf Bexell Kaung Myat Win 《燃料化学学报》 EI CAS CSCD 北大核心 2013年第5期530-539,共10页
This work studies the amount of gaseous and particle emissions and deposits on heat exchanger surfaces in a boiler firedwith commercially available pellets and with pellets primed with magnesium oxide and magnesium hy... This work studies the amount of gaseous and particle emissions and deposits on heat exchanger surfaces in a boiler firedwith commercially available pellets and with pellets primed with magnesium oxide and magnesium hydroxide.The combustionexperiments were performed on a residential boiler of 20 kW.Substrates placed in the heat exchanger was analysed with SEM-EDX-mapping to evaluate the chemical composition of the deposits.The results show that particle emissions(PM 2.5)using the additivesincreased by about 50%and the mass of the deposits in the flue gas heat exchanger(excluding loose fly ash)increased by about25%compared to the combustion of pellets without additives.The amount of additives was found to be eight times higher than theamount of the main alkali metals potassium(K)and sodium(Na)which leads to the assumption that the additives were overdosedand therefore caused the problems reported.The SEM analysis of the substrates placed in the flue gas heat exchanger indicate that thedeposits of sodium(Na),potassium(K),chlorine(Cl)and sulphur(S)decrease using the additives.If this was due to theexpected chemical reactions or due to the loose fly ash covering the substrates after the test,could not be determined in this study. 展开更多
关键词 softwood pellets MAGNESIUM additives particle emissions deposit formation
在线阅读 下载PDF
Fabrication and flexural strength of porous Si3N4 ceramics with Li2CO3 and Y2O3 as sintering additives 被引量:6
7
作者 HU Hai-long LUO Shi-bin 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第9期2548-2556,共9页
By employing sintering additives of Li2CO3 and Y2O3,porous Si3N4 ceramics are prepared after experiencing the processes of sintering and post-vacuum heat treatment at 1680 and 1550°C,respectively.The experimental... By employing sintering additives of Li2CO3 and Y2O3,porous Si3N4 ceramics are prepared after experiencing the processes of sintering and post-vacuum heat treatment at 1680 and 1550°C,respectively.The experimental results demonstrate the completed phase transformation fromαtoβ-Si3N4 in Si3N4 ceramic samples with a amount of 1.60 wt%Li2CO3(0.65 wt%Li2O)and 0.33 wt%Y2O3 additives.The as-synthesized porous Si3N4 ceramics exhibit high flexural strength((126.7±2.7)MPa)and high open porosity of 50.4%at elevated temperature(1200°C).These results are attributed to the significant role of added Li2CO3 as sintering additive,where the volatilization of intergranular glassy phase occurs during sintering process.Therefore,porous Si3N4 ceramics with desired mechanical property prepared by altering the addition of sintering additives demonstrate their great potential as a promising candidate for high temperature applications. 展开更多
关键词 sintering additive flexural strength POROSITY glassy phase Si3N4 porous ceramics
在线阅读 下载PDF
INFLUENCE OF CHEMICAL ADDITIVES ON GAS HYDRATE FORMATION 被引量:2
8
作者 TANG Cuiping and FAN Shuanshi (Center for Gas Hydrate Research, Guangzhou Institute of Energy Conversion, Chinese Academy of Science, Guangzhou 510070, Guangdong, China) 《化工学报》 EI CAS CSCD 北大核心 2003年第z1期37-40,共4页
One surfactant as sodium dodecyl sulfate (SDS) and one synthesized sample as gas hydrate inhibitor are introduced in this paper. Through experiments we prove sodium dodecyl sulfate can accelerate the formation rate of... One surfactant as sodium dodecyl sulfate (SDS) and one synthesized sample as gas hydrate inhibitor are introduced in this paper. Through experiments we prove sodium dodecyl sulfate can accelerate the formation rate of gas hydrate and the synthesized sample can inhibit the formation and growth. 展开更多
关键词 NATURAL gas hydrate chemical additive KINETIC INHIBITOR
在线阅读 下载PDF
Morphologies of hydroxyapatite nanoparticles adjusted by organic additives in hydrothermal synthesis 被引量:2
9
作者 张海斌 周科朝 +2 位作者 李志友 黄苏萍 赵颜忠 《Journal of Central South University》 SCIE EI CAS 2009年第6期871-875,共5页
Properties of hydroxyapatite (HA, Ca10(PO4)6(OH)2), including bioactivity, biocompatibility, solubility and adsorption could be tailored over wide ranges by the control of particle composition, particle size and... Properties of hydroxyapatite (HA, Ca10(PO4)6(OH)2), including bioactivity, biocompatibility, solubility and adsorption could be tailored over wide ranges by the control of particle composition, particle size and morphology. In order to satisfy various applications, well-crystallized pure HA nanoparticles were synthesized at moderate temperatures by hydrotherrnal synthesis, and HA nanoparticles with different lengths were obtained by adding organic additives. X-ray diffractometry (XRD) and Fourier transform infrared (FTIR) spectrometry were used to characterize these nanoparticles, and the morphologies of the HA particles were observed by transmission electron microscopy (TEM). The results demonstrate that shorter rod-like HA particles can be prepared by adding cetyltrimethylammonium bromide (CTAB), as the additive of CTAB can block the HA crystal growth along with c-axis. And whisker HA particles are obtained by adding ethylenediamine tetraacetic acid (EDTA), since EDTA may have effect on the dissolution-repreeipitation process of HA. 展开更多
关键词 hydroxyapatite nanoparticles hydrothermal method MORPHOLOGIES organic additive cetyltrimethylammonium bromide ethylenediamine tetraacetic acid
在线阅读 下载PDF
Effect of tetracarbon additives on gibbsite precipitation from seeded sodium aluminate liquor 被引量:2
10
作者 曾纪术 尹周澜 陈启元 《Journal of Central South University of Technology》 EI 2008年第5期622-626,共5页
Effects of tetracarbon additives, 1-butanol, 1,4-dioxane and tetrahydrofurane on gibbsite precipitation from caustic seeded sodium aluminate liquor were investigated. The additive was charged into supersaturated seede... Effects of tetracarbon additives, 1-butanol, 1,4-dioxane and tetrahydrofurane on gibbsite precipitation from caustic seeded sodium aluminate liquor were investigated. The additive was charged into supersaturated seeded sodium aluminate liquor, then the precipitation ratio of aluminate liquor in 10 h was evaluated and compared, and the particle size distribution of product was measured. The Mulliken atomic charge of oxygen in the additive molecule was calculated with DMo13 program. The results show that 1-butanol has little effect on gibbsite crystallization, while the precipitation ratios under the effect of 1,4-dioxane and tetrahydrofurane are 1.7% and 3.6% higher than that of the blank, respectively. The agglomeration efficiency of the product is also enhanced obviously by the addition of 1,4-dioxane and tetrahydrofurane. The precipitation ratio is inversely proportional to Mulliken atomic charge of oxygen atom, which implies that functional group in the additive molecule is involved in the gibbsite precipitation process more fundamentally than carbon chain. 展开更多
关键词 sodium aluminate GIBBSITE ADDITIVE PRECIPITATION
在线阅读 下载PDF
Effect of additives on anode passivation in direct electrolysis process of copper–nickel based alloy scraps 被引量:2
11
作者 LI Lei LI Hong-juan +1 位作者 QIU Shi-wei WANG Hua 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第4期754-763,共10页
Effects of nickel component,thiourea,glue and chloride ions and their interactions on the passivation of copper–nickel based alloy scrap anodes were investigated by combining conventional electrochemical techniques.R... Effects of nickel component,thiourea,glue and chloride ions and their interactions on the passivation of copper–nickel based alloy scrap anodes were investigated by combining conventional electrochemical techniques.Results obtained from chronopotentiometry and linear voltammetry curves showed that the Ni component made electrochemical stability of the anode strong and difficult to be corroded,caused by the adsorption of generated Cu2O,NiO or copper powder to the anode surface.The Ni2+reducing Cu2+to Cu+or copper powder aggravated the anode passivation.In a certain range of the glue concentration≤8×10–6 or thiourea concentration≤4×10–6,the increase of glue or thiourea concentration increases the anode passivation time.Over this range,glue and thiourea played an adverse effect.The increase of chloride ions concentration led to the increase in passivation time. 展开更多
关键词 copper–nickel based alloy scrap direct electrolysis nickel component anode passivation additive
在线阅读 下载PDF
Permeability modeling of self-healing due to calcium carbonate precipitation in cement-based materials with mineral additives
12
作者 YUAN Zheng-cheng JIANG Zheng-wu CHEN Qing 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第3期567-576,共10页
The permeability modeling of self-healing due to calcium carbonate precipitation in cement-based materials with mineral additives was studied in this work. The parameters of calcium carbonate precipitation during self... The permeability modeling of self-healing due to calcium carbonate precipitation in cement-based materials with mineral additives was studied in this work. The parameters of calcium carbonate precipitation during self-healing were simulated. A permeability modeling of self-healing, combined with numerical simulation of calcium carbonate formation, was proposed based on the modified Poiseuille flow model. Moreover, the percentage of calcium carbonate in healing products was measured by TG-DTA. The simulated results show that self-healing can be dramatically promoted with the increase of pH and Ca2+ concentration. The calculated result of permeability is consistent with that measured for cracks appearing in middle or later stages of self-healing, it indicates that this model can be used to predict the self-healing rate to some extent. In addition, TG-DTA results show that the percentage of calcium carbonate in healing products is higher for mortar with only chemical expansion additives or cracks appearing in the later stage, which can more accurately predict the self-healing rate for the model. 展开更多
关键词 cement-based material SELF-HEALING mineral additive calcium carbonate MODEL
在线阅读 下载PDF
Drag reduction of flow boiling with polymer additives
13
作者 QIU Yun ren 1,CHEN Wei ping 2,SI Qin 3 (1.College of Chemistry and Chemical Engineering, Central South University, Changsha 410083, China 2.Editorial Office of Journal of Central South University, Changsha 410083, China 3.College of Chemical E 《Journal of Central South University of Technology》 2001年第2期143-146,共4页
The drag reducing effect of polymer additive aqueous solution was investigated in flow boiling, and the polymer additives were two kinds of polyacrylamide (PAM) with relative molecular mass about 2.56×10 6 and 8.... The drag reducing effect of polymer additive aqueous solution was investigated in flow boiling, and the polymer additives were two kinds of polyacrylamide (PAM) with relative molecular mass about 2.56×10 6 and 8.55×10 6. The frictional pressure drop was calculated according to the measured total pressure drop. The results show that the flow drag of flow boiling is reduced by adding a small amount of PAM to water when heat flux is in the range of 15.1 kW·m -2 to 47.0 kW·m -2 , when the mass fraction of PAM is higher than 2.0×10 -5 , the drag reducing effect is obvious. Drag reducing effect of PAM, whose relative molecular mass is 8.55×10 6, is slightly better than that of 2.56×10 6 at the same mass fraction, and the greater the flow rate of the additive solution, the better the effect of the drag reduction. 展开更多
关键词 polymer additive flow boiling drag reduction pressure drop
在线阅读 下载PDF
Advances of carbon nanotubes in lithium-ion batteries for the era of carbon neutrality
14
作者 HE Zi-ying YU Xing-wei +3 位作者 LV Qing-long WANG Xin-ping ZHANG Chen-xi WEI Fei 《新型炭材料(中英文)》 北大核心 2025年第4期766-781,共16页
Energy storage is a key factor in the drive for carbon neutrality and carbon nanotubes(CNTs)may have an important role in this.Their intrinsic sp2 covalent structure gives them excellent electrical conductivity,mechan... Energy storage is a key factor in the drive for carbon neutrality and carbon nanotubes(CNTs)may have an important role in this.Their intrinsic sp2 covalent structure gives them excellent electrical conductivity,mechanical strength,and chemical stability,making them suitable for many uses in energy storage,such as lithium-ion batteries(LIBs).Currently,their use in LIBs mainly focuses on conductive networks,current collectors,and dry electrodes.The review outlines advances in the use of CNTs in the cathodes and anodes of LIBs,especially in the electrode fabrication and mechanical sensors,as well as providing insights into their future development. 展开更多
关键词 Carbon nanotubes Conductive additives Lithium-ion batteries Carbon neutrality Energy storage
在线阅读 下载PDF
Effect of Saccharin on Crystallization Behavior of Electroless Cobalt Plating
15
作者 Yu-Xin Luo Jing-Jing Wang +5 位作者 Lu Wang Zi-Yi Yan Yi Ma Xin Bo Jing-Shuang Dang Zeng-Lin Wang 《电化学(中英文)》 北大核心 2025年第8期23-33,共11页
In the process of electroless cobalt plating,the saccharin additive can significantly change the surface morphology,texture orientation,and conductivity of the cobalt coating layer.When the amount of saccharin was 3 m... In the process of electroless cobalt plating,the saccharin additive can significantly change the surface morphology,texture orientation,and conductivity of the cobalt coating layer.When the amount of saccharin was 3 mg·L^(-1),the cobalt coating transformed from disordered large grains to a honeycomb structure,with a preferred orientation of(002)facet on hexago-nal close-packed(HCP)cobalt crystals.The resistivity of the cobalt film decreased to 14.4μΩ·cm,and further decreased to 10.7μΩ·cm after the annealing treatment.When the concentration of saccharin was increased,the grain size was gradually refined and a“stone forest”structure was observed,with the preferred orientation remaining unchanged.The addition of saccharin also slightly improves the purity of cobalt coating to a certain extent.Through the study of the crystallization behavior of cobalt electroless plating,saccharin molecules can adsorb to specific c-sites on the cobalt dense crystal plane,inhibiting the growth of abc stacking arrangement and inducing the crystal growth in ab stacking mode,thereby achieving optimal growth of HCP(002)texture. 展开更多
关键词 Electroless cobalt plating additives SACCHARIN Crystallization behavior
在线阅读 下载PDF
基于深度学习的重质馏分油分子层次组成预测模型 被引量:1
16
作者 袁壮 王源 +6 位作者 杨哲 徐伟 周鑫 赵辉 陈小博 杨朝合 林扬 《石油学报(石油加工)》 北大核心 2025年第2期362-370,共9页
随着工业大数据时代的到来,基于深度学习建立的原油分子组成预测模型具有适用范围广、构建快捷、准确性高等优点。然而,石油馏分分子层次信息标签获取困难,难以满足深度学习模型训练需求。为解决上述问题,基于商业流程模拟软件Aspen HY... 随着工业大数据时代的到来,基于深度学习建立的原油分子组成预测模型具有适用范围广、构建快捷、准确性高等优点。然而,石油馏分分子层次信息标签获取困难,难以满足深度学习模型训练需求。为解决上述问题,基于商业流程模拟软件Aspen HYSYS与GC-MS×MS全二维气相色谱-飞行时间质谱联用仪提出了一种创新方法,建立足够规模的训练数据库。采用深度神经网络(DNN)建立了重质馏分油分子层次结构组成预测模型,该模型以炼油厂易测得的油品物理化学性质为输入,分子层次结构信息为输出,针对某炼油厂的催化裂化原料油进行分子组成预测,通过SHAP(SHapley Additive exPlanation)方法对模型进行可解释分析。结果表明,基于深度学习的重质馏分油分子组成预测模型能够准确地预测油品分子层次结构信息,目标装置原料分子组成预测平均相对误差小于8%。该模型不仅可对其他炼化装置的原料油性质进行软测量,也可为石油分子层次模型的开发提供准确的重油原料分子信息模型。 展开更多
关键词 重质馏分油 分子组成 深度学习 SHapley Additive exPlanation(SHAP)解释 分子管理
在线阅读 下载PDF
基于ASP-SERes2Net的说话人识别算法 被引量:1
17
作者 令晓明 陈鸿雁 +1 位作者 张小玉 张真 《北京工业大学学报》 CAS 北大核心 2025年第1期42-50,共9页
为提升说话人识别的特征提取能力,解决在噪声环境下识别率低的问题,提出一种基于残差网络的说话人识别算法——ASP-SERes2Net。首先,采用梅尔语谱图作为神经网络的输入;其次,改进Res2Net网络的残差块,并且在每个残差块后引入压缩激活(sq... 为提升说话人识别的特征提取能力,解决在噪声环境下识别率低的问题,提出一种基于残差网络的说话人识别算法——ASP-SERes2Net。首先,采用梅尔语谱图作为神经网络的输入;其次,改进Res2Net网络的残差块,并且在每个残差块后引入压缩激活(squeeze-and-excitation,SE)注意力模块;然后,用注意力统计池化(attention statistics pooling,ASP)代替原来的平均池化;最后,采用附加角裕度的Softmax(additive angular margin Softmax,AAM-Softmax)对说话人身份进行分类。通过实验,将ASP-SERes2Net算法与时延神经网络(time delay neural network,TDNN)、ResNet34和Res2Net进行对比,ASP-SERes2Net算法的最小检测代价函数(minimum detection cost function,MinDCF)值为0.0401,等误率(equal error rate,EER)为0.52%,明显优于其他3个模型。结果表明,ASP-SERes2Net算法性能更优,适合应用于噪声环境下的说话人识别。 展开更多
关键词 说话人识别 梅尔语谱图 Res2Net 压缩激活(squeeze-and-excitation SE)注意力模块 注意力统计池化(attention statistics pooling ASP) 附加角裕度的Softmax(additive angular margin Softmax AAM-Softmax)
在线阅读 下载PDF
MSFAFuse:基于多尺度特征信息与注意力机制的SAR和可见光图像融合模型
18
作者 潘树焱 刘立群 《图学学报》 北大核心 2025年第2期300-311,共12页
针对单一成像原理得到的遥感图像无法提供丰富信息的问题,异源遥感图像融合技术应运而生。合成孔径雷达图像成像不受云层、天气等因素影响,但缺乏目视观测能力;可见光图像成像易受恶劣环境影响,但拥有直视效果及目标解译能力。将二者融... 针对单一成像原理得到的遥感图像无法提供丰富信息的问题,异源遥感图像融合技术应运而生。合成孔径雷达图像成像不受云层、天气等因素影响,但缺乏目视观测能力;可见光图像成像易受恶劣环境影响,但拥有直视效果及目标解译能力。将二者融合可以充分利用各自优势,得到包含更多特征信息并具有目视观测能力的高质量图像。为充分利用异源图像不同尺度特征,提出一种基于多尺度特征信息与注意力机制的SAR和可见光图像融合模型(MSFAFuse)。首先,引入鲁棒特征下采样组成特征提取部分,得到异源图像对应的多尺度特征。其次,使用特征增强模块来增强不同尺度异源特征中的结构特征及显著区域特征。然后,使用基于特征信息引导以及L1-Norm的双分支融合模块将得到的异源多尺度特征按尺度进行两两融合。最后,将不同尺度的融合结果输入图像重构模块,进行图像重建,最终获得融合图像。实验表明,MSFAFuse模型可以在保留更多细节及结构信息的同时平滑地增强突出特征。与现有融合方法相比,该模型在10种不同指标上实现了较好的效果,可以有效地融合可见光图像与SAR图像,为二者融合的发展提供了新思路,有助于推动未来遥感图像融合技术的发展。 展开更多
关键词 图像融合 多尺度特征 Efficient additive attention 遥感 深度学习
在线阅读 下载PDF
基于随机森林与SHAP算法的致密砂岩气暂堵效果的影响因素分析
19
作者 黄浩 车恒达 +3 位作者 孔祥伟 辛富斌 向九洲 吉俊杰 《科学技术与工程》 北大核心 2025年第26期11135-11143,共9页
为深入研究地质因素、分段及射孔参数、压裂施工因素对簇间暂堵效果的影响,通过构建暂堵效果量化模型和公式,收集苏里格区块暂堵井数据76组,融合随机森林和SHAP(Shapley additive explanations)值算法,建立暂堵效果算法模型。经过对暂... 为深入研究地质因素、分段及射孔参数、压裂施工因素对簇间暂堵效果的影响,通过构建暂堵效果量化模型和公式,收集苏里格区块暂堵井数据76组,融合随机森林和SHAP(Shapley additive explanations)值算法,建立暂堵效果算法模型。经过对暂堵效果量化模型和公式、暂堵效果算法模型验证,发现暂堵效果量化值与产气贡献率正相关,P=0.037,证明暂堵效果量化模型和公式的准确性高;又因暂堵效果算法模型中,训练集与测试集的MSE、MAE、R^(2)相差微小,证明该模型的泛化能力较强且准确性高。在暂堵效果算法模型的基础之上,开展暂堵效果的影响因素分析,结果表明:总段数、渗透率、暂堵球数量、簇间距和砂比这5个因素对于暂堵效果的影响占比最大。进一步分析单影响因素,发现随总段数增加,暂堵效果增加的规律只适用于直井,对水平井不适用;随渗透率增加,暂堵效果变差;暂堵球数量<50个、簇间距>20 m、砂比介于18%~20%,暂堵效果均可达到正向增长。研究结果可为苏里格等气田现场暂堵作业设计提供借鉴和参考。 展开更多
关键词 苏里格气田 致密砂岩气 暂堵效果 随机森林 SHAP(Shapley additive explanations)值 模型解释
在线阅读 下载PDF
Research on multi-scale simulation and dynamic verification of high dynamic MEMS components in additive manufacturing 被引量:1
20
作者 Sining Lv Hengzhen Feng +2 位作者 Wenzhong Lou Chuan Xiao Shiyi Li 《Defence Technology(防务技术)》 2025年第5期275-291,共17页
Metal Additive Manufacturing(MAM) technology has become an important means of rapid prototyping precision manufacturing of special high dynamic heterogeneous complex parts. In response to the micromechanical defects s... Metal Additive Manufacturing(MAM) technology has become an important means of rapid prototyping precision manufacturing of special high dynamic heterogeneous complex parts. In response to the micromechanical defects such as porosity issues, significant deformation, surface cracks, and challenging control of surface morphology encountered during the selective laser melting(SLM) additive manufacturing(AM) process of specialized Micro Electromechanical System(MEMS) components, multiparameter optimization and micro powder melt pool/macro-scale mechanical properties control simulation of specialized components are conducted. The optimal parameters obtained through highprecision preparation and machining of components and static/high dynamic verification are: laser power of 110 W, laser speed of 600 mm/s, laser diameter of 75 μm, and scanning spacing of 50 μm. The density of the subordinate components under this reference can reach 99.15%, the surface hardness can reach 51.9 HRA, the yield strength can reach 550 MPa, the maximum machining error of the components is 4.73%, and the average surface roughness is 0.45 μm. Through dynamic hammering and high dynamic firing verification, SLM components meet the requirements for overload resistance. The results have proven that MEM technology can provide a new means for the processing of MEMS components applied in high dynamic environments. The parameters obtained in the conclusion can provide a design basis for the additive preparation of MEMS components. 展开更多
关键词 Additive manufacturing High dynamic MEMS components Multiscale control Process optimization High dynamic verification
在线阅读 下载PDF
上一页 1 2 7 下一页 到第
使用帮助 返回顶部