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Maskless fabrication of quasi-omnidirectional V-groove solar cells using an alkaline solution-based method
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作者 陈兴谦 王燕 +6 位作者 陈伟 刘尧平 邢国光 冯博文 李昊臻 孙纵横 杜小龙 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第1期236-242,共7页
Silicon passivated emitter and rear contact(PERC) solar cells with V-groove texture were fabricated using maskless alkaline solution etching with in-house developed additive. Compared with the traditional pyramid text... Silicon passivated emitter and rear contact(PERC) solar cells with V-groove texture were fabricated using maskless alkaline solution etching with in-house developed additive. Compared with the traditional pyramid texture, the V-groove texture possesses superior effective minority carrier lifetime, enhanced p–n junction quality and better applied filling factor(FF). In addition, a V-groove texture can greatly reduce the shading area and edge damage of front Ag electrodes when the V-groove direction is parallel to the gridline electrodes. Due to these factors, the V-groove solar cells have a higher efficiency(21.78%) than pyramid solar cells(21.62%). Interestingly, external quantum efficiency(EQE) and reflectance of the V-groove solar cells exhibit a slight decrease when the incident light angle(θ) is increased from 0° to 75°, which confirms the excellent quasi omnidirectionality of the V-groove solar cells. The proposed V-groove solar cell design shows a 2.84% relative enhancement of energy output over traditional pyramid solar cells. 展开更多
关键词 V-groove alkaline etching quasi omnidirectionality silicon solar cell
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Static-to-kinematic modeling and experimental validation of tendon-driven quasi continuum manipulators with nonconstant subsegment stiffness
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作者 郑先杰 丁萌 +2 位作者 刘辽雪 王璐 郭毓 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第1期316-326,共11页
Continuum robots with high flexibility and compliance have the capability to operate in confined and cluttered environments. To enhance the load capacity while maintaining robot dexterity, we propose a novel non-const... Continuum robots with high flexibility and compliance have the capability to operate in confined and cluttered environments. To enhance the load capacity while maintaining robot dexterity, we propose a novel non-constant subsegment stiffness structure for tendon-driven quasi continuum robots(TDQCRs) comprising rigid-flexible coupling subsegments.Aiming at real-time control applications, we present a novel static-to-kinematic modeling approach to gain a comprehensive understanding of the TDQCR model. The analytical subsegment-based kinematics for the multisection manipulator is derived based on screw theory and product of exponentials formula, and the static model considering gravity loading,actuation loading, and robot constitutive laws is established. Additionally, the effect of tension attenuation caused by routing channel friction is considered in the robot statics, resulting in improved model accuracy. The root-mean-square error between the outputs of the static model and the experimental system is less than 1.63% of the arm length(0.5 m). By employing the proposed static model, a mapping of bending angles between the configuration space and the subsegment space is established. Furthermore, motion control experiments are conducted on our TDQCR system, and the results demonstrate the effectiveness of the static-to-kinematic model. 展开更多
关键词 static-to-kinematic modeling scheme tendon-driven quasi continuum robot nonconstant subsegment stiffness tension attenuation effect
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Study of damage behavior and repair effectiveness of patch repaired carbon fiber laminate under quasi-static indentation loading
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作者 Alok Kumar Chinmaya Kumar Sahoo A.Arockiarajan 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第4期29-41,共13页
Damage caused due to low-velocity impacts in composites leads to substantial deterioration in their residual strength and eventually provokes structural failure.This work presents an experimental investigation on the ... Damage caused due to low-velocity impacts in composites leads to substantial deterioration in their residual strength and eventually provokes structural failure.This work presents an experimental investigation on the effects of different patch and parent laminate stacking sequences on the enhancement of impact strength of Carbon Fiber Reinforced Polymers(CFRP)composites by utilising the adhesively bonded external patch repair technique.Damage evolution study is also performed with the aid of Acoustic Emission(AE).Two different quasi-isotropic configurations were selected for the parent laminate,viz.,[45°/45°/0°/0°]s and[45°/0°/45°/0°]s.Quasi Static Indentation(QSI)test was performed on both the pristine laminates,and damage areas were detected by using the C-scan inspection technique.Damaged laminates were repaired by using a single-sided patch of two different configurations,viz.,[45°/45°/45°/45°]and[45°/0°/0°/45°],and employing a circular plug to fill the damaged hole.Four different combinations of repaired laminates with two configurations of each parent and patch laminate were produced,which were further subjected to the QSI test.The results reveal the effectiveness of the repair method,as all the repaired laminates show higher impact resistance compared to the respective pristine laminates.Patches of[45°/0°/0°/45°]configuration when repaired by taking[45°/45°/0°/0°]s and[45°/0°/45°/0°]s as parents exhibited 68%and 73%higher peak loads,respectively,than the respective pristine laminates.Furthermore,parent and patch of configuration[45°/0°/45°/0°]s and[45°/0°/0°/45°],respectively,attain the highest peak load,whereas[45°/45°/0°/0°]s and[45°/45°/45°/45°]combinations possess the most gradual decrease in the load. 展开更多
关键词 Carbon fiber reinforced polymers(CFRP) quasi-isotropic laminate quasi static indentation(QSI) Acoustic emission(AE) Composite repair
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一种单相Quasi-Z源逆变器二次谐波电流抑制策略
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作者 刘欣 高鑫波 袁静 《太阳能学报》 EI CAS CSCD 北大核心 2024年第6期349-358,共10页
为抑制单相qZSI直流侧二次谐波电流,提出一种基于虚拟阻抗的二次谐波电流抑制策略。该控制策略通过引入串联虚拟阻抗附加控制以提高单相qZSI在2f_(0)处的闭环输出阻抗,用以有效抑制直流侧的二次谐波电流。同时,综合考虑二次谐波电流抑... 为抑制单相qZSI直流侧二次谐波电流,提出一种基于虚拟阻抗的二次谐波电流抑制策略。该控制策略通过引入串联虚拟阻抗附加控制以提高单相qZSI在2f_(0)处的闭环输出阻抗,用以有效抑制直流侧的二次谐波电流。同时,综合考虑二次谐波电流抑制要求以及保证系统稳定裕度等约束条件,提出该控制策略的闭环参数设计方法。最后通过数字仿真和基于RT-LAB的硬件在环仿真验证了所提二次谐波电流抑制策略以及其闭环参数设计方法的正确性。 展开更多
关键词 光伏发电 准Z源 逆变器 谐波分析 虚拟阻抗
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Quasi-MIL-125(Ti)催化剂的制备及光催化性能研究
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作者 朱联升 马松 +4 位作者 廖敏丽 赵玉莹 耿龙龙 李洪亮 刘中敏 《山东化工》 CAS 2024年第10期56-58,共3页
利用有机配体部分热解构建Quasi-MOFs是提升MOFs光催化性能的有效途径之一。本论文将MIL-125(Ti)在340℃的空气氛围下焙烧制备Quasi-MIL-125(Ti),利用XRD、SEM、TEM、EIS等研究了催化剂的晶相结构、形貌以及其光生载流子的分离效率并考... 利用有机配体部分热解构建Quasi-MOFs是提升MOFs光催化性能的有效途径之一。本论文将MIL-125(Ti)在340℃的空气氛围下焙烧制备Quasi-MIL-125(Ti),利用XRD、SEM、TEM、EIS等研究了催化剂的晶相结构、形貌以及其光生载流子的分离效率并考察了可见光光催化降解四环素和罗丹明B的性能。结果表明,Quasi-MIL-125(Ti)在光照60 min后对四环素和罗丹明B的去除率均可达100%。光电流和电阻抗表征揭示了优良光催化性能得益于光生电子-空穴对的高效分离和迁移。可为污水中其他抗生素和染料的去除提供参考,具有重要的研究意义。 展开更多
关键词 光催化剂 quasi-MIL-125(Ti) 焙烧 四环素 罗丹明B
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On the Equality of Weighted BajratarevićMeans to Quasi-Arithmetic Means
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作者 Yaxun Yang 《Journal of Applied Mathematics and Physics》 2024年第4期1126-1133,共8页
In this paper, we considered the equality problem of weighted Bajraktarević means with weighted quasi-arithmetic means. Using the method of substituting for functions, we first transform the equality problem into solv... In this paper, we considered the equality problem of weighted Bajraktarević means with weighted quasi-arithmetic means. Using the method of substituting for functions, we first transform the equality problem into solving an equivalent functional equation. We obtain the necessary and sufficient conditions for the equality equation. 展开更多
关键词 Bajraktarević Means quasi-Arithmetic Means Equality Problem Functional Equation
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The Maximum and Minimum Value of Exponential RandićIndices of Quasi-Tree Graph
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作者 Lei Qiu Xijie Ruan Yan Zhu 《Journal of Applied Mathematics and Physics》 2024年第5期1804-1818,共15页
The exponential Randić index has important applications in the fields of biology and chemistry. The exponential Randić index of a graph G is defined as the sum of the weights e 1 d( u )d( v ) of all edges uv of G, whe... The exponential Randić index has important applications in the fields of biology and chemistry. The exponential Randić index of a graph G is defined as the sum of the weights e 1 d( u )d( v ) of all edges uv of G, where d( u ) denotes the degree of a vertex u in G. The paper mainly provides the upper and lower bounds of the exponential Randić index in quasi-tree graphs, and characterizes the extremal graphs when the bounds are achieved. 展开更多
关键词 Exponential Randić Index quasi-Tree Graph Extremal Value Extremal Graphs
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Fuzzy Henstock-Kurzweil Triple Integral on a Type 1 Quasi-Fuzzy Parallelepipedal Domain
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作者 Kumwimba Seya Didier Kasongo Ntambwe Dany +2 位作者 Panga Lutanda Grégoire Mayuke Katshongo Jean Paul Lunda Ngoy Jean Pierre 《Journal of Applied Mathematics and Physics》 2024年第3期897-911,共15页
In this article, we propose by using the Hausdorff distance Simpson’s rule for the triple integral of a fuzzy-valued function and the error bound of this method, one of the variables of which is fuzzy. In addition, t... In this article, we propose by using the Hausdorff distance Simpson’s rule for the triple integral of a fuzzy-valued function and the error bound of this method, one of the variables of which is fuzzy. In addition, thin δ-fine partitions are introduced. The integration domain is a quasi-fuzzy parallelipiped. A numerical example is presented in order to show the application and the significance of the method. 展开更多
关键词 Fuzzy-Valued Function Hausdorff Distance quasi-Fuzzy Parallelipiped Henstock Integral
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Crank-Nicolson Quasi-Compact Scheme for the Nonlinear Two-Sided Spatial Fractional Advection-Diffusion Equations
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作者 Dechao Gao Zeshan Qiu +1 位作者 Lizan Wang Jianxin Li 《Journal of Applied Mathematics and Physics》 2024年第4期1089-1100,共12页
The higher-order numerical scheme of nonlinear advection-diffusion equations is studied in this article, where the space fractional derivatives are evaluated by using weighted and shifted Grünwald difference oper... The higher-order numerical scheme of nonlinear advection-diffusion equations is studied in this article, where the space fractional derivatives are evaluated by using weighted and shifted Grünwald difference operators and combining the compact technique, in the time direction is discretized by the Crank-Nicolson method. Through the energy method, the stability and convergence of the numerical scheme in the sense of L<sub>2</sub>-norm are proved, and the convergence order is . Some examples are given to show that our numerical scheme is effective. 展开更多
关键词 Crank-Nicolson quasi-Compact Scheme Fractional Advection-Diffusion Equations NONLINEAR Stability and Convergence
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一种适用于大幅值Quasi周期轨道的数值构造方法 被引量:1
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作者 李瑞龙 朱战霞 《宇航学报》 EI CAS CSCD 北大核心 2023年第1期52-61,共10页
针对现有方法在构造大幅值quasi周期轨道时收敛性和通用性不足等问题,提出一种适用于大幅值quasi周期轨道的数值构造方法。首先针对2维不变环面的计算问题,设计了映射间隔约束的环面多步微分修正算法。在此基础上,采用自然参数延拓法和... 针对现有方法在构造大幅值quasi周期轨道时收敛性和通用性不足等问题,提出一种适用于大幅值quasi周期轨道的数值构造方法。首先针对2维不变环面的计算问题,设计了映射间隔约束的环面多步微分修正算法。在此基础上,采用自然参数延拓法和伪弧长延拓法两种不同的思路构造等映射间隔的quasi周期轨道族。接着以quasi-Vertical为对象分析了两种思路各自的特点。最后以quasi-Axial,quasi-DRO等为对象验证了方法对三角平动点及多对复特征值情况的适用性。仿真结果表明,所提出的方法能够简单有效地解决多种类型幅值比超过1.2的大幅值quasi周期轨道的数值计算问题。 展开更多
关键词 quasi周期轨道 不变环面 数值延拓 轨道设计
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基于Quasi-Z源逆变器的光伏并网系统模型预测控制 被引量:1
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作者 熊军华 王梦迪 焦亚纯 《电力电容器与无功补偿》 2023年第4期95-101,共7页
为了克服传统并网逆变器不能兼具升降压变换的功能以及死区引起的输出波形畸变等问题,设计一种基于Quasi⁃Z源逆变器的光伏并网系统。提出一种改进的有限集模型预测控制策略来控制并网Quasi⁃Z源逆变器的直流升压电压和交流输出电流,更好... 为了克服传统并网逆变器不能兼具升降压变换的功能以及死区引起的输出波形畸变等问题,设计一种基于Quasi⁃Z源逆变器的光伏并网系统。提出一种改进的有限集模型预测控制策略来控制并网Quasi⁃Z源逆变器的直流升压电压和交流输出电流,更好的调节输出波形的质量、提升系统的动态性能和稳定性。在所设计的系统中,依据测得的Quasi⁃Z源逆变器的电容电压和交流负载电流的值,再对电容器电压和输出交流的数值进行预测。在确定qZSI可能产生的每一个电压矢量之后,将其用以跟踪电容电压和输出电流参考值。从而在单级逆变器中实现光伏发电的最大功率点跟踪和单位功率因数并网,在光照强度阶跃变化时,仿真结果表明系统具有优良的动态响应性能。结果验证了所采用的系统结构和算法的有效性和可行性。 展开更多
关键词 光伏并网 quasi⁃Z源逆变器 模型预测控制
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基于变分节块法六角形Quasi-diffusion程序开发及验证
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作者 庄坤 王连杰 +2 位作者 刘琨 颜江涛 尚文 《原子能科学技术》 EI CAS CSCD 北大核心 2023年第1期147-155,共9页
传统扩散理论在中子各向异性强的堆芯计算中具有较低的精度,Quasi-diffusion方程相比于传统扩散方程引入更少的近似,通过艾丁顿因子描述传统扩散理论不能反映的中子流各向异性特点。国内外对六角形几何三维Quasi-diffusion方程研究有所... 传统扩散理论在中子各向异性强的堆芯计算中具有较低的精度,Quasi-diffusion方程相比于传统扩散方程引入更少的近似,通过艾丁顿因子描述传统扩散理论不能反映的中子流各向异性特点。国内外对六角形几何三维Quasi-diffusion方程研究有所不足。针对艾丁顿因子计算的非线性特点,本文基于“两步法”的思想,将艾丁顿因子看作是一个特殊的少群参数,采用中子能谱适应性更好的蒙特卡罗程序SERPENT计算,并对传统扩散变分节块法进行拓展,开发了六角形组件堆芯计算程序VNMQD。采用3D VVER1000基准题、RBWR单组件问题、3D BN600简化模型对程序进行了验证,结果表明:VNMQD程序开发正确,对于非均匀性较强的堆芯,VNMQD比传统扩散方法计算精度更高、计算效率接近,实现了计算精度和计算效率的平衡。 展开更多
关键词 变分节块法 六角形 quasi-diffusion方程 艾丁顿因子
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Solute drag-controlled grain growth in magnesium investigated by quasi in-situ orientation mapping and level-set simulations
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作者 Risheng Pei Yujun Zhao +2 位作者 Muhammad Zubair Sangbong Yi Talal Al-Samman 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2023年第7期2312-2325,共14页
Critical properties of metallic materials,such as the yield stress,corrosion resistance and ductility depend on the microstructure and its grain size and size distribution.Solute atoms that favorably segregate to grai... Critical properties of metallic materials,such as the yield stress,corrosion resistance and ductility depend on the microstructure and its grain size and size distribution.Solute atoms that favorably segregate to grain boundaries produce a pinning atmosphere that exerts a drag pressure on the boundary motion,which strongly affects the grain growth behavior during annealing.In the current work,the characteristics of grain growth in an annealed Mg-1 wt.%Mn-1 wt.%Nd magnesium alloy were investigated by advanced experimental and modeling techniques.Systematic quasi in-situ orientation mappings with a scanning electron microscope were performed to track the evolution of local and global microstructural characteristics as a function of annealing time.Solute segregation at targeted grain boundaries was measured using three-dimensional atom probe tomography.Level-set computer simulations were carried with different setups of driving forces to explore their contribution to the microstructure development with and without solute drag.The results showed that the favorable growth advantage for some grains leading to a transient stage of abnormal grain growth is controlled by several drivers with varying importance at different stages of annealing.For longer annealing times,residual dislocation density gradients between large and smaller grains are no longer important,which leads to microstructure stability due to predominant solute drag.Local fluctuations in residual dislocation energy and solute concentration near grain boundaries cause different boundary segments to migrate at different rates,which affects the average growth rate of large grains and their evolved shape. 展开更多
关键词 Magnesium alloys Grain growth quasi in-situ EBSD Level-set simulation Solute drag Dislocation density gradient
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Quasi Controlled K-Metric Spaces over C^(*)-Algebras with an Application to Stochastic Integral Equations
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作者 Ouafaa Bouftouh Samir Kabbaj +1 位作者 Thabet Abdeljawad Aziz Khan 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第6期2649-2663,共15页
Generally,the field of fixed point theory has attracted the attention of researchers in different fields of science and engineering due to its use in proving the existence and uniqueness of solutions of real-world dyn... Generally,the field of fixed point theory has attracted the attention of researchers in different fields of science and engineering due to its use in proving the existence and uniqueness of solutions of real-world dynamic models.C^(∗)-algebra is being continually used to explain a physical system in quantum field theory and statistical mechanics and has subsequently become an important area of research.The concept of a C^(∗)-algebra-valued metric space was introduced in 2014 to generalize the concept of metric space.In fact,It is a generalization by replacing the set of real numbers with a C^(∗)-algebra.After that,this line of research continued,where several fixed point results have been obtained in the framework of C^(∗)-algebra valued metric,aswell as(more general)C^(∗)-algebra-valued b-metric spaces andC^(∗)-algebra-valued extended b-metric spaces.Very recently,based on the concept and properties of C^(∗)-algebras,we have studied the quasi-case of such spaces to give a more general notion of relaxing the triangular inequality in the asymmetric case.In this paper,we first introduce the concept of C^(∗)-algebra-valued quasi-controlledK-metric spaces and prove some fixed point theorems that remain valid in this setting.To support our main results,we also furnish some exampleswhichdemonstrate theutility of ourmainresult.Finally,as an application,we useour results to prove the existence and uniqueness of the solution to a nonlinear stochastic integral equation. 展开更多
关键词 C^(*)-algebra-valued quasi controlled K-metric spaces left convergence right convergence fixed point CONTRACTION
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强Quasinil Quasi-clean环和Quasi-polar环
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作者 尹闯 胡傲 唐高华 《广西师范大学学报(自然科学版)》 CAS 北大核心 2023年第2期118-123,共6页
设R是一个环,称环R的元素e为拟幂等元,如果存在R的某个中心单位k,使得e 2=ke。若R中的每个元素都存在拟幂等元e∈R,q∈R qnil使得e∈comm 2(a),并且a=e+q,则称环R是强quasinil quasi-clean环。若环R中每个元素a都存在一个拟幂等元e∈R使... 设R是一个环,称环R的元素e为拟幂等元,如果存在R的某个中心单位k,使得e 2=ke。若R中的每个元素都存在拟幂等元e∈R,q∈R qnil使得e∈comm 2(a),并且a=e+q,则称环R是强quasinil quasi-clean环。若环R中每个元素a都存在一个拟幂等元e∈R使得e∈comm 2(a),a+e∈U(R)且ae∈R qnil,则称R是拟quasi-polar环。本文首先证明拟quasi-polar环与quasi-polar环等价,在此基础上进一步证明强nil quasi-clean环是强quasinil quasi-clean环,强quasinil quasi-clean环是quasi-polar环,但反之均不成立。 展开更多
关键词 拟幂等元 quasinil clean环 quasi-polar环 quasinil quasi-clean环 quasi-polar环
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California Bearing Ratio for Cohesive Soils from Quasi Static Cone Tests
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作者 Robert Kaweesi Michael Kyakula 《Open Journal of Civil Engineering》 2023年第2期367-387,共21页
The California bearing ratio (CBR) test is the most widely spread method of determining the bearing strength of the pavement material and is fundamental to pavement design practice in most countries. This test is expe... The California bearing ratio (CBR) test is the most widely spread method of determining the bearing strength of the pavement material and is fundamental to pavement design practice in most countries. This test is expensive, laborious and time consuming, and to overcome this, Quasi static cone penetrometer machine was fabricated and used to measure the consistency limits (liquid limit-LL, Plastic limit-PL and Plasticity index-PI), which were used to develop an empirical equation to determine CBR. Soil samples were collected and unsoaked CBR, PL, LL and PI were determined according to BS 1377 part 9 and BS 1377-2;1990. Quasi static penetration forces at 20 mm depth of penetration were also determined at consistency limits. It was found that the force of 1020 gf and 60 gf was achieved at a depth of 20 mm at PI and LL respectively. The correlation and regression analysis between consistency limits, and the experimental CBR obtained showed coefficient of determination, R<sup>2</sup> = 0.907 between CBR and all the parameters using multiple linear regression analysis (MLRA). The regression equation developed was used together with the relationship developed between the Quasi static Penetration force at consistency limits and the tested consistency limits to come up with the General Empirical Equation. Verification of the formula showed that the correlation can be used accurately to determine the un soaked CBR. 展开更多
关键词 California Bearing Ratio quasi Static Consistency Limits Plastic Limit Liquid Limit Plasticity Index
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热轧含钛低合金高强钢板断口分层机理研究 被引量:2
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作者 董欣欣 杨丽 +2 位作者 唐勤 张丽颖 杨建辉 《有色金属科学与工程》 CAS 北大核心 2024年第1期51-57,共7页
利用光学显微镜(OM)、电子背散射衍射仪(EBSD)、透射电镜(TEM)等设备研究了含钛低合金高强钢拉伸断口分层原因。结果显示:在显微组织和晶粒尺寸正常的情况下,MnS和大颗粒Ti(C,N)夹杂物聚集是导致断口分层的根本原因。拉伸断口呈现撕裂棱... 利用光学显微镜(OM)、电子背散射衍射仪(EBSD)、透射电镜(TEM)等设备研究了含钛低合金高强钢拉伸断口分层原因。结果显示:在显微组织和晶粒尺寸正常的情况下,MnS和大颗粒Ti(C,N)夹杂物聚集是导致断口分层的根本原因。拉伸断口呈现撕裂棱+浅韧窝的准解理形貌。塑性变形过程中,Ti(C,N)破碎导致显微裂纹萌生。裂纹沿着薄膜状MnS传导,最终在MnS和基体界面形成撕裂棱。大量平行分布的MnS夹杂物共同作用,使断口产生分层现象。通过降低S、N含量能够有效减少两类夹杂物数量,消除断口分层现象,改善塑性指标。 展开更多
关键词 显微组织 拉伸断口 撕裂棱 准解理 夹杂物
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基于贝叶斯优化支持向量回归的流线型箱梁颤振气动外形优化方法 被引量:1
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作者 封周权 邓佳逸 +1 位作者 华旭刚 陈政清 《东南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2024年第2期275-284,共10页
为解决风洞试验耗时费力和计算流体动力学(CFD)计算量大的问题,提出了一套新型流线型箱梁断面颤振性能气动外形优化方法.以风嘴参数为设计变量,利用CFD获取断面三分力系数,以准定常理论估算的颤振临界风速为优化目标.根据贝叶斯优化支... 为解决风洞试验耗时费力和计算流体动力学(CFD)计算量大的问题,提出了一套新型流线型箱梁断面颤振性能气动外形优化方法.以风嘴参数为设计变量,利用CFD获取断面三分力系数,以准定常理论估算的颤振临界风速为优化目标.根据贝叶斯优化支持向量回归构建代理模型,利用混合加点法更新模型,通过寻优算法确定最优断面.以虎门大桥为例,得到桥梁在可行域内颤振性能最佳的断面方案.结果表明,风嘴升高,颤振临界风速先增后减,相对高度为0.6时整体性能较优,相对高度为0.7时可获得最优断面.底板宽增加,颤振性能显著降低,下斜腹板倾角为14°~16°时颤振性能最优.断面优化后桥梁颤振临界风速相比原始断面提升约31%. 展开更多
关键词 流线型箱梁 气动优化 颤振性能 支持向量回归 贝叶斯优化 准定常理论
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基于CNN-LSTM混合神经网络的高速铁路地震响应预测 被引量:2
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作者 张学兵 谢啸楠 +1 位作者 王礼 吴晗 《湘潭大学学报(自然科学版)》 CAS 2024年第1期1-13,共13页
为了更好地挖掘高速铁路在地震时的响应信息,提高光纤光栅监测的效率及预测精度,该文针对地震响应数据的时序性及非线性的特点,提出卷积神经网络(CNN)和长短期记忆(LSTM)网络的混合神经网络模型预测方法.通过在高速铁路简支梁桥上布设... 为了更好地挖掘高速铁路在地震时的响应信息,提高光纤光栅监测的效率及预测精度,该文针对地震响应数据的时序性及非线性的特点,提出卷积神经网络(CNN)和长短期记忆(LSTM)网络的混合神经网络模型预测方法.通过在高速铁路简支梁桥上布设准分布式光纤光栅采集地震时轨道板、钢轨、底座板、箱梁的响应数据,在每根光纤上布置7个光栅,利用两边光栅的响应数据预测中间点的光栅响应,将采集位置、历史数据及地震波形等信息作为特征图输入.利用CNN提取特征,再将提前提取出来的特征数据以时序方式作为LSTM网络的输入数据,最后LSTM网络进行地震应变响应预测.实验结果表明,LSTM网络在3层时效果最好,CNN-LSTM方法具有较高的预测精度,根均平方误差(R_(RMSE))、平均绝对误差(R_(MAE))、决定系数(R^(2))分别达到了0.3753、0.2968、0.9371. 展开更多
关键词 准分布式光纤光栅 振动台试验 地震响应 卷积神经网络-长短期记忆网络混合模型
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强J-quasi-clean环
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作者 唐高华 臧乃策 赵汝菊 《南宁师范大学学报(自然科学版)》 2023年第1期1-6,共6页
该文引入了强J-quasi-clean环,并证明了强J-clean环是强J-quasi-clean环,而强J-quasi-clean环是强拟clean环,反过来都是不成立的;还证明了环R是强J-quasi-clean的当且仅当R/J(R)是拟Boole环且其每个拟幂等元都能强提升;最后指出强J-quas... 该文引入了强J-quasi-clean环,并证明了强J-clean环是强J-quasi-clean环,而强J-quasi-clean环是强拟clean环,反过来都是不成立的;还证明了环R是强J-quasi-clean的当且仅当R/J(R)是拟Boole环且其每个拟幂等元都能强提升;最后指出强J-quasi-clean环是左(右)quasi-duo环. 展开更多
关键词 强J-quasi-clean环 拟幂等元 强J-clean环 强拟clean环 JACOBSON根
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