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基于双参数模型参考自适应的感应电机无速度传感器矢量控制低速性能 被引量:41
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作者 尹忠刚 刘静 +1 位作者 钟彦儒 杨立周 《电工技术学报》 EI CSCD 北大核心 2012年第7期124-130,共7页
提出了一种基于双参数模型参考自适应的感应电机无速度传感器矢量控制策略,可以同时进行转速辨识和定子电阻辨识,能够有效削弱低速时定子电阻变化对系统的影响,提高了系统的低速带载性能;推导了转速闭环系统的线性化小信号模型,利用根... 提出了一种基于双参数模型参考自适应的感应电机无速度传感器矢量控制策略,可以同时进行转速辨识和定子电阻辨识,能够有效削弱低速时定子电阻变化对系统的影响,提高了系统的低速带载性能;推导了转速闭环系统的线性化小信号模型,利用根轨迹法分析了系统的稳定性及PI参数对系统性能的影响。对双参数模型参考自适应算法进行了实验验证,并与传统模型参考自适应算法进行了对比,实验结果验证了算法的有效性。 展开更多
关键词 双参数 模型参考自适应 感应电机 转速辨识
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普通单模光纤的长距离双参量传感布里渊光时域反射计 被引量:11
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作者 宋牟平 裘超 《光学学报》 EI CAS CSCD 北大核心 2010年第4期954-958,共5页
对于普通单模光纤的自发布里渊散射光,其频移和光功率都是温度和应变的函数,因此检测散射光信号的布里渊频移和光功率,即可同时得到沿光纤一维分布的温度和应变。采用光相干检测的布里渊光时域反射计适合于长距离分布式传感,但存在检测... 对于普通单模光纤的自发布里渊散射光,其频移和光功率都是温度和应变的函数,因此检测散射光信号的布里渊频移和光功率,即可同时得到沿光纤一维分布的温度和应变。采用光相干检测的布里渊光时域反射计适合于长距离分布式传感,但存在检测信号的偏振相关性和幅度解调问题。采用偏振分集接收和小波分析对传感信号进行处理,同时得到了布里渊散射光的频移和功率,从而实现了25 km普通单模光纤的分布式双参量传感。 展开更多
关键词 传感器 分布式光纤传感 布里渊光时域反射计 双参量 长距离
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两参数广义Poisson过程 被引量:9
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作者 杨向群 郭学鹏 《数学学报(中文版)》 SCIE CSCD 北大核心 1995年第2期207-216,共10页
定义了两参数广义Poisson过程,得到了它的基本性质、局部鞅性和各种两参数Markov性,研究了它的跳线和样本函数,对跳线和样本函数作了形象、明确和深刻的刻划,可以说是一目了然的。
关键词 广义 泊松过程 马氏性 截口定理
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Entanglement for a two-parameter class of states in a high-dimension bipartite quantum system 被引量:7
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作者 DI YaoMin LIU SiPing LIU DongDong 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2010年第10期1868-1872,共5页
The entanglement for a two-parameter class of states in a high-dimension (m n,n≥m≥3) bipartite quantum system is discussed.The negativity (N) and the relative entropy of entanglement (Er) are calculated,and the ana... The entanglement for a two-parameter class of states in a high-dimension (m n,n≥m≥3) bipartite quantum system is discussed.The negativity (N) and the relative entropy of entanglement (Er) are calculated,and the analytic expressions are obtained.Finally the relation between the negativity and the relative entropy of entanglement is discussed.The result demonstrates that all PPT states of the two-parameter class of states are separable,and all entangled states are NPT states.Different from the 2 ? n quantum system,the negativity for a two-parameter class of states in high dimension is not always greater than or equal to the relative entropy of entanglement.The more general relation expression is mN/2≥Er. 展开更多
关键词 two-parameter class of states NEGATIVITY relative entropy of entanglement
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冲击荷载作用下泊松比对脆性材料破坏影响的近场动力学分析 被引量:8
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作者 黄小华 李双 +1 位作者 金艳丽 叶兆青 《振动与冲击》 EI CSCD 北大核心 2020年第20期204-215,共12页
键基近场动力学(Peridynamic,PD)方法已证实能模拟固体材料中裂纹自发地萌生和扩展,但存在特定泊松比的限制。提出了单键双参数键基PD模型,它继承了传统键基PD简单性、稳定性等特点,并拓展了泊松比的适用范围。通过变形的静力定量计算... 键基近场动力学(Peridynamic,PD)方法已证实能模拟固体材料中裂纹自发地萌生和扩展,但存在特定泊松比的限制。提出了单键双参数键基PD模型,它继承了传统键基PD简单性、稳定性等特点,并拓展了泊松比的适用范围。通过变形的静力定量计算、冲击荷载作用下Kalthoff-Winkler试验等裂纹扩展过程的模拟,验证了该模型。进一步就平行双裂纹薄板的冲击破坏现象,研究了泊松比对其破坏的影响。结果表明:冲击荷载一定时,材料泊松比的增大,会导致薄板起裂提前,其抗冲击破坏能力变弱,同时泊松比改变破坏路径致使薄板贯通延迟,破坏总时间延长,贯通速度降低;冲击荷载较大时,泊松比的变化会对平行双裂纹脆性薄板的裂纹扩展路径产生明显影响。 展开更多
关键词 键基近场动力学 双参数 泊松比 平行双裂纹 冲击荷载
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二参数平稳随机事件流 被引量:6
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作者 李应求 《湘潭大学自然科学学报》 CAS CSCD 1989年第3期13-20,共8页
本文讨论了二参数平稳随机事件流的基本性质,为欣钦AЯ有关单参数平稳随机事件流若干结果的推广。给出了二参数平稳可加随机事件流母函数的一般形式:其中λ>0,其方法不同于Adler R J得到相应结果的方法。
关键词 随机事件流 平稳 随机过程 二参数
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分数阶微分型双参数黏弹性地基矩形板受荷响应 被引量:7
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作者 寇磊 《力学季刊》 CSCD 北大核心 2013年第1期154-160,共7页
基于考虑水平剪切变形和竖向压缩变形的双参数地基模型,利用分数阶微分建立了黏弹性地基上矩形薄板荷载作用下的挠度方程;根据弹性-黏弹性对应原理,通过Laplace变换将四边简支矩形板弹性问题的解推广求解分数阶微分黏弹性问题;通过算例... 基于考虑水平剪切变形和竖向压缩变形的双参数地基模型,利用分数阶微分建立了黏弹性地基上矩形薄板荷载作用下的挠度方程;根据弹性-黏弹性对应原理,通过Laplace变换将四边简支矩形板弹性问题的解推广求解分数阶微分黏弹性问题;通过算例表明分数阶微分型黏弹性模型比经典黏弹性模型的适应性,并分析了模型参数对挠度-时间关系的影响。 展开更多
关键词 分数阶微积分 黏弹性地基 双参数模型 对应原理 参数影响
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Bifurcation analysis for vibrations of a turbine blade excited by air flows 被引量:7
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作者 WANG Dan CHEN YuShu +1 位作者 HAO ZhiFeng CAO QingJie 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2016年第8期1217-1231,共15页
A reduced three-degree-of-freedom model simulating the fluid-structure interactions (FSI) of the turbine blades and the on- coming air flows is proposed. The equations of motions consist of the coupling of bending a... A reduced three-degree-of-freedom model simulating the fluid-structure interactions (FSI) of the turbine blades and the on- coming air flows is proposed. The equations of motions consist of the coupling of bending and torsion of a blade as well as a van der Pol oscillation which represents the time-varying of the fluid. The 1:1 internal resonance of the system is analyzed with the multiple scale method, and the modulation equations are derived. The two-parameter bifurcation diagrams are computed. The effects of the system parameters, including the detuning parameter and the reduced frequency, on responses of the struc- ture and fluid are investigated. Bifurcation curves are computed and the stability is determined by examining the eigenvalues of the Jacobian matrix. The results indicate that rich dynamic phenomena of the steady-state solutions including the sad- dle-node and Hopf bifurcations can occur under certain parameter conditions. The parameter region where the unstable solu- tions occur should be avoided to keep the safe operation of the blades. The analytical solutions are verified by the direct nu- merical simulations. 展开更多
关键词 fluid-structure interaction (FSI) internal resonance two-parameter bifurcation diagram saddle-node bifurcation Hopf bifurcation direct numerical simulation
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A New Two-Parameter Heteromorphic Elliptic Equation: Properties and Applications 被引量:5
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作者 Zhouhu Wu 《World Journal of Engineering and Technology》 2020年第4期642-657,共16页
<div style="text-align:justify;"> The ellipse and the superellipse are both planar closed curves with a double axis of symmetry. Here we show the isoconcentration contour of the simplified two-dimensio... <div style="text-align:justify;"> The ellipse and the superellipse are both planar closed curves with a double axis of symmetry. Here we show the isoconcentration contour of the simplified two-dimensional advection-diffusion equation from a stable line source in the center of a wide river. A new two-parameter heteromorphic elliptic equation with a single axis of symmetry is defined. The values of heights, at the point of the maximum width and that of the centroid of the heteromorphic ellipse, are derived through mathematical analysis. Taking the compression coefficient <em>θ </em>= <em>b/a =</em><em></em><span></span> 1 as the criterion, the shape classification of H-type, Standard-type and W-type for heteromorphic ellipse have been given. The area formula, the perimeter theorem, and the radius of curvature of heteromorphic ellipses, and the geometric properties of the rotating body are subsequently proposed. An illustrative analysis shows that the inner contour curve of a heteromorphic elliptic tunnel has obvious advantages over the multiple- arc splicing cross section. This work demonstrates that the heteromorphic ellipses have extensive prospects of application in all categories of tunnels, liquid transport tanks, aircraft and submarines, bridges, buildings, furniture, and crafts. </div> 展开更多
关键词 two-parameter Curve Heteromorphic Ellipse Standard Equation Geometric Properties Engineering Applications
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伽玛分布随机变量和的尾概率界
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作者 宋欢 华志强 郭佳曦 《内蒙古民族大学学报(自然科学版)》 2024年第1期55-60,共6页
对服从伽玛分布随机变量和的尾概率界进行了研究,利用伽玛分布的方差和概率母函数对服从伽玛分布随机变量和的尾概率进行估计,从而得到一个随机变量和的尾概率界,并对所求得的界进行改进,获得更加精确的界。在服从伽玛分布的条件下,利... 对服从伽玛分布随机变量和的尾概率界进行了研究,利用伽玛分布的方差和概率母函数对服从伽玛分布随机变量和的尾概率进行估计,从而得到一个随机变量和的尾概率界,并对所求得的界进行改进,获得更加精确的界。在服从伽玛分布的条件下,利用经典的证明方法和一些改进的技术,给出了优化后的尾概率界。 展开更多
关键词 伽玛分布 尾概率 双参数
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基于对称型双谐振电路的LTCC温湿传感器
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作者 刘建航 高尚 江剑 《微纳电子技术》 CAS 2024年第2期94-102,共9页
为了实现高温、恶劣环境下温度和湿度复合参数测量,设计了一种基于对称型双谐振电路的双参数传感器。该传感器采用了一种独特的对称型双谐振电路,可解决多参数间物理性串扰的难题。首先通过高频结构模拟器(HFSS)对传感器电场进行仿真,... 为了实现高温、恶劣环境下温度和湿度复合参数测量,设计了一种基于对称型双谐振电路的双参数传感器。该传感器采用了一种独特的对称型双谐振电路,可解决多参数间物理性串扰的难题。首先通过高频结构模拟器(HFSS)对传感器电场进行仿真,采用低温共烧陶瓷(LTCC)技术对传感器进行制备,最后搭建温度和湿度平台测试并验证了传感器的可行性。测试结果表明,两个被测参数的谐振频率彼此完全独立、解耦,其中传感器的最高测试温度为500℃,随着温度的升高,温度灵敏度逐渐升高,在25~300℃、300~400℃和400~500℃范围内,温度灵敏度分别约为0.0116、0.0259和0.0493 MHz/℃,湿度灵敏度约为0.043 MHz/%RH,传感器对温度和湿度测量均表现出了良好的敏感特性。 展开更多
关键词 温度传感器 湿度传感器 低温共烧陶瓷(LTCC) 对称型双谐振电路 LC传感器 双参数
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A limb-inspired bionic quasi-zero stiffness vibration isolator 被引量:5
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作者 Rong Zeng Guilin Wen +1 位作者 Jiaxi Zhou Gang Zhao 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2021年第7期1152-1167,I0003,共17页
Vibration reduction has always been one of hot and important topics in mechanical engineering,especially for the special measurement instrument.In this paper,a novel limb-inspired bionic structure is proposed to gener... Vibration reduction has always been one of hot and important topics in mechanical engineering,especially for the special measurement instrument.In this paper,a novel limb-inspired bionic structure is proposed to generate negative stiffness and design a new quasi-zero stiffness isolator via torsion springs,distinguishing from the existing tension spring structures in the literature.The nonlinear mathematical model of the proposed structure is developed and the corresponding dynamic properties are further investigated by using the Harmonic Balance method and ADAMS verification.To evaluate the vibration isolation performance,typical three-springs quasi-zero stiffness(TS QZS)system is selected to compare with the proposed bionic structure.And the graphical processing unit(GPU)parallel technology is applied to perform necessary two-parameter analyses,providing more insights into the effects of parameters on the transmissibility.It is shown that the proposed structure can show advantages over the typical TS QZS system in a wider vibration isolation range for harmonic excitation case and shorter decay time for the impact excitation case. 展开更多
关键词 Limb-inspired bionic structure Quasi-zero stiffness Torsion springs two-parameter analyses
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双参数Copula函数在洪水联合分布中的应用研究 被引量:5
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作者 李天元 郭生练 +1 位作者 罗启华 陈璐 《水文》 CSCD 北大核心 2011年第5期24-28,46,共6页
采用金沙江屏山站和岷江高场站的日径流资料,分别构造了两江洪峰流量以及金沙江峰、量之间的联合分布,比较了单参数与双参数Archimedean Copula函数的拟合效果,估计了两江洪峰遭遇风险的条件概率,探讨了双参数Archimedean Copula函数在... 采用金沙江屏山站和岷江高场站的日径流资料,分别构造了两江洪峰流量以及金沙江峰、量之间的联合分布,比较了单参数与双参数Archimedean Copula函数的拟合效果,估计了两江洪峰遭遇风险的条件概率,探讨了双参数Archimedean Copula函数在洪水联合分布中的应用。结果表明:双参数Copula函数拟合效果明显优于单参数Copula函数,且同时具有上尾相关性和下尾相关性,在水文极值分析中是有广阔的应用前景;当金沙江发生千年一遇洪水时,岷江发生千年一遇洪水的概率为3.458%。 展开更多
关键词 COPULA函数 双参数 尾部相关性 联合分布
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简化参数的MRI扫描协议对宫颈癌术前盆腔淋巴结转移的诊断价值 被引量:1
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作者 杨兰英 朱必清 +2 位作者 胡熹白 汪静 黄国权 《皖南医学院学报》 CAS 2023年第1期70-73,共4页
目的:探讨简化的高分辨率双参数MRI(HR-T2WI/DWI)扫描协议在评估宫颈癌盆腔淋巴结转移的可行性。方法:前瞻性纳入宫颈癌患者110例,术前均行HR-T2WI/DWI和常规多参数MRI(mp-MRI)检查,其中HR-T2WI/DWI扫描时长为6 min 26 s,mp-MRI扫描时长... 目的:探讨简化的高分辨率双参数MRI(HR-T2WI/DWI)扫描协议在评估宫颈癌盆腔淋巴结转移的可行性。方法:前瞻性纳入宫颈癌患者110例,术前均行HR-T2WI/DWI和常规多参数MRI(mp-MRI)检查,其中HR-T2WI/DWI扫描时长为6 min 26 s,mp-MRI扫描时长为14 min 57 s。以术后病理为标准,由两名影像科医师利用两种扫描协议的图像对盆腔淋巴结转移的一致性进行分析,同时使用ROC曲线分析两种扫描协议判定宫颈癌盆腔淋巴结转移的诊断效能。结果:110例宫颈癌患者中术后病理证实盆腔淋巴结转移31例,非转移79例。两名医师用HR-T2WI/DWI和mp-MRI评估时Kappa系数分别为0.800、0.812,具有良好的一致性。ROC曲线显示用HR-T2WI/DWI和mp-MRI在诊断宫颈癌盆腔淋巴结转移时曲线下面积(AUC)值分别为0.836、0.885,两种方法诊断效能的差异无统计学意义(Z=1.491,P=0.135)。结论:HR-T2WI/DWI在诊断宫颈癌盆腔淋巴结转移的一致性和效能与常规mp-MRI协议相当,且其扫描时间明显缩短,可以常规应用于临床。 展开更多
关键词 高分辨率 双参数 宫颈癌 淋巴结转移
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基于双参数表征的航空发动机轮盘模型辅助涡流检测可靠性 被引量:1
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作者 宋凯 张弛 +3 位作者 晏晨辉 宁宁 樊俊铃 王荣彪 《航空学报》 EI CAS CSCD 北大核心 2023年第13期119-129,共11页
在航空发动机轮盘损伤容限设计中使用了无损检测可靠性(POD)的关键性指标a90/95。针对单尺寸参数POD研究的a90/95会造成涡流检测系统能力表征不准确的问题,通过分析轮盘人工刻槽缺陷的长度和深度因素对POD的影响,提出了一种基于双参数... 在航空发动机轮盘损伤容限设计中使用了无损检测可靠性(POD)的关键性指标a90/95。针对单尺寸参数POD研究的a90/95会造成涡流检测系统能力表征不准确的问题,通过分析轮盘人工刻槽缺陷的长度和深度因素对POD的影响,提出了一种基于双参数表征的模型辅助检测可靠性(MAPOD)模型。该模型假设由双尺寸参数向量x所描述的缺陷的涡流响应幅值服从正态分布,将仿真与涡流试验响应数据代入极大似然估计获取模型参数,进而计算得到表征检测系统的可靠性参数。通过对TC4缺陷产生的涡流信号进行分析,分别比较了缺陷数目对单参数模型与改进模型的影响程度。研究结果表明:相较于单参数POD模型,改进的MAPOD模型能以更少的样本数目、更准确地对无损检测系统能力进行表征,最终利用少量缺陷样本初步评估了航空发动机轮盘涡流检测系统检测能力,进一步为航空发动机检修周期以及损伤容限设计(DT)提供了重要依据。 展开更多
关键词 涡轮盘 涡流检测 双参数 模型辅助法 无损检测可靠性
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A two-parameter multiple shooting method and its application to the natural vibrations of non-prismatic multi-segment beams
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作者 R.HOŁUBOWSKI K.JARCZEWSKA 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2023年第12期2243-2252,共10页
This paper presents an enhanced version of the standard shooting method that enables problems with two unknown parameters to be solved.A novel approach is applied to the analysis of the natural vibrations of Euler-Ber... This paper presents an enhanced version of the standard shooting method that enables problems with two unknown parameters to be solved.A novel approach is applied to the analysis of the natural vibrations of Euler-Bernoulli beams.The proposed algorithm,named as two-parameter multiple shooting method,is a new powerful numerical tool for calculating the natural frequencies and modes of multi-segment prismatic and non-prismatic beams with different boundary conditions.The impact of the axial force and additional point masses is also taken into account.Due to the fact that the method is based directly on the fourth-order ordinary differential equation,the structures do not have to be divided into many small elements to obtain an accurate enough solution,even though the geometry is very complex.To verify the proposed method,three different examples are considered,i.e.,a three-segment non-prismatic beam,a prismatic column subject to non-uniformly distributed compressive loads,and a two-segment beam with an additional point mass.Numerical analyses are carried out with the software MATHEMATICA.The results are compared with the solutions computed by the commercial finite element program SOFiSTiK.Good agreement is achieved,which confirms the correctness and high effectiveness of the formulated algorithm. 展开更多
关键词 two-parameter multiple shooting method two-point boundary value problem natural vibration non-prismatic beam multi-segment beam
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Uniqueness Theorem of Solutions for Stochastic Differential Equation in the Plane 被引量:1
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作者 Liang Zongxia, Department of Applied Mathematics, Tsinghua University Beijing 100084, China 《Acta Mathematica Sinica,English Series》 SCIE CSCD 1998年第4期495-500,201+502-506,共12页
Let M = {M<sub>z</sub>, z∈R<sub>+</sub><sup>2</sup>} be a continuous square integrable martingale and A = {A<sub>z</sub>, z∈ R<sub>+</sub><sup>2</... Let M = {M<sub>z</sub>, z∈R<sub>+</sub><sup>2</sup>} be a continuous square integrable martingale and A = {A<sub>z</sub>, z∈ R<sub>+</sub><sup>2</sup>} be a continuous adapted increasing process. Consider the following stochastic partial differential equations in the plane: dX<sub>z</sub>=α(z, X<sub>z</sub>)dM<sub>2</sub>+β(z,X<sub>z</sub>)dA<sub>z</sub>, z∈R<sub>+</sub><sup>2</sup>, X<sub>z</sub>=Z<sub>z</sub>, z∈R<sub>+</sub><sup>2</sup>, where R<sub>+</sub><sup>2</sup>=[0,+∞)×[0,+∞) and R<sub>+</sub><sup>2</sup> is its boundary, Z is a continuous stochastic process on R<sub>+</sub><sup>2</sup>. We establish a new theorem on the pathwise uniqueness of solutions for the equation under a weaker condition than the Lipschitz one. The result concerning the one-parameter analogue of the problem we consider here is immediate (see [1, Theorem 3.2]). Unfortunately, the situation is much more complicated for two-parameter process and we believe that our result is the first one of its kind and is interesting in itself. We have proved the existence theorem for the equation in. 展开更多
关键词 two-parameter S. D. E. two-parameter martingale ITO’s formula Pathwise uniqueness Gronwall’s-Bellman lemma
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A fiducial argument for generalized p-value 被引量:3
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作者 Xin-min LI~(1+) Xing-zhong XU~2 Guo-ying LI~3 1 Institute of Applied Mathematics,Shandong University of Technology,Zibo 255049,China 2 Department of Mathematics,Beijing Institute of Technology,Beijing 100801,China 3 Academy of Mathematics and Systems Science,Chinese Academy of Sciences,Beijing 100800,China 《Science China Mathematics》 SCIE 2007年第7期957-966,共10页
This paper provides a general method for constructing generalized p-value via the fiducial inference.Furthermore,the power properties of the generalized test are discussed.As illustrations, the two-parameter exponenti... This paper provides a general method for constructing generalized p-value via the fiducial inference.Furthermore,the power properties of the generalized test are discussed.As illustrations, the two-parameter exponential distribution and unbalanced two-fold nested design are researched.It is shown that the resulting generalized p-values are of good frequency property. 展开更多
关键词 fiducial distribution generalized p-value frequency property two-parameter exponential distribution variance component 62F03 62E15
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Buckling analysis of shear deformable composite conical shells reinforced by CNTs subjected to combined loading on the two-parameter elastic foundation 被引量:3
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作者 A.H.Sofiyev N.Kuruoglu 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2022年第2期205-218,共14页
The main objective of this study is to investigate the buckling analysis of CCSs reinforced by CNTs subjected to combined loading of hydrostatic pressure and axial compression resting on the twoparameter elastic found... The main objective of this study is to investigate the buckling analysis of CCSs reinforced by CNTs subjected to combined loading of hydrostatic pressure and axial compression resting on the twoparameter elastic foundation(T-P-EF).It is one of the first attempts to derive the governing equations of the CCSs reinforced with CNTs,based on a generalized first-order shear deformation shell theory(FSDST)which includes shell-foundation interaction.By adopting the extended mixing rule,the effective material properties of CCSs reinforced by CNTs with linear distributions are approximated by introducing some efficiency parameters.Three carbon nanotube distribution in the matrix,i.e.uniform distribution(U)and V and X-types linear distribution are taken into account.The stability equations are solved by using the Galerkin procedure to determine the combined buckling loads(CBLs)of the structure selected here.The numerical illustrations cover CBLs characteristics of CCSs reinforced by CNTs in the presence of the T-P-EF.Finally,a parametric study is carried out to study the influences of the foundation parameters,the volume fraction of carbon nanotubes and the types of reinforcement on the CBLs. 展开更多
关键词 NANOCOMPOSITES CNTS Composite conical shells two-parameter elastic foundations Combined buckling loads Shear deformation shell theories
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Prediction of nuclear charge density distribution with feedback neural network 被引量:3
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作者 Tian‑Shuai Shang Jian Li Zhong‑Ming Niu 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2022年第12期24-35,共12页
Nuclear charge density distribution plays an important role in both nuclear and atomic physics,for which the two-parameter Fermi(2pF)model has been widely applied as one of the most frequently used models.Currently,th... Nuclear charge density distribution plays an important role in both nuclear and atomic physics,for which the two-parameter Fermi(2pF)model has been widely applied as one of the most frequently used models.Currently,the feedforward neural network has been employed to study the available 2pF model parameters for 86 nuclei,and the accuracy and precision of the parameter-learning effect are improved by introducing A^(1∕3)into the input parameter of the neural network.Furthermore,the average result of multiple predictions is more reliable than the best result of a single prediction and there is no significant difference between the average result of the density and parameter values for the average charge density distribution.In addition,the 2pF parameters of 284(near)stable nuclei are predicted in this study,which provides a reference for the experiment. 展开更多
关键词 Charge density distribution two-parameter Fermi model Feedforward neural network approach
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