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New Method for Constructing Comparison Matrix Based on the Proportion Scales in the AHP 被引量:3
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作者 Huang Decai & Shen Liangzhong College of Informaton Engineering, Zhejiang University of Technology, Hangzhou 310032, P. R. China 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2003年第3期8-13,共6页
The main faults existing in current scale methods are that the scales do not represent the real importance of alternatives and their relations. This paper presents a proportion judgment scale and introduces a new meth... The main faults existing in current scale methods are that the scales do not represent the real importance of alternatives and their relations. This paper presents a proportion judgment scale and introduces a new method based on the proportion scale for construction comparison matrix in the analytic hierarchy process (AHP). The proportion judgment scales do not have the faults existing in current scale methods and the comparison matrix constructed by the new scale 展开更多
关键词 AHP Judgment scales Comparison matrix Consistency checking.
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A PERTURBATION ANALYSIS FOR THE PROJECTION OF A STIFFLY SCALED MATRIX 被引量:1
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作者 魏木生 刘爱晶 《Numerical Mathematics A Journal of Chinese Universities(English Series)》 SCIE 2004年第2期194-203,共10页
In this paper we study the perturbation bound of the projection ( W A ) ( W A )+,where both the matrices A and W are given with W positive diagonal and severely stiff.When the perturbed matrix (A)= A + δA satisfy sev... In this paper we study the perturbation bound of the projection ( W A ) ( W A )+,where both the matrices A and W are given with W positive diagonal and severely stiff.When the perturbed matrix (A)= A + δA satisfy several row rank preserving conditions,we derive a new perturbation bound of the projection. 展开更多
关键词 摄动分析 顽固进制矩阵 射影 秩级保留 摄动边值
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Perturbation Analysis for the Matrix-Scaled Total Least Squares Problem
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作者 Qun Wang Longyan Li Pingping Zhang 《Advances in Pure Mathematics》 2021年第2期121-137,共17页
In this paper, we extend matrix scaled total least squares (MSTLS) problem with a single right-hand side to the case of multiple right-hand sides. Firstly, under some mild conditions, this paper gives an explicit expr... In this paper, we extend matrix scaled total least squares (MSTLS) problem with a single right-hand side to the case of multiple right-hand sides. Firstly, under some mild conditions, this paper gives an explicit expression of the minimum norm solution of MSTLS problem with multiple right-hand sides. Then, we present the Kronecker-product-based formulae for the normwise, mixed and componentwise condition numbers of the MSTLS problem. For easy estimation, we also exhibit Kronecker-product-free upper bounds for these condition numbers. All these results can reduce to those of the total least squares (TLS) problem which were given by Zheng et al. Finally, two numerical experiments are performed to illustrate our results. 展开更多
关键词 Singular Value Decomposition matrix-scaled Total Least Squares Total Least Squares Condition Number
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Searching high gray scale FPD scanning matrix based on PSO 被引量:2
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作者 严利民 王念 田锋 《Journal of Shanghai University(English Edition)》 CAS 2011年第3期207-211,共5页
With the increase of gray scale and flat panel display (FPD) size, subspace bitwise scanning strategy can be replaced traditional scanning method to cut down frame frequency. However, the direct searching strategy ... With the increase of gray scale and flat panel display (FPD) size, subspace bitwise scanning strategy can be replaced traditional scanning method to cut down frame frequency. However, the direct searching strategy (DSS) becomes unfeasible to obtain corresponding high gray scale scanning matrix. Thus, particle swarm optimization (PSO) is introduced to accelerate searching for high gray scale weights scanning matrix (WSM) with its parallelism and global optimization feature. Finally a WSM of 256 gray scales is found out successfully with Matlab, which both gray linearity and scanning efficiency are satisfied. 展开更多
关键词 flat panel display (FPD) gray scale scanning efficiency (SE) weights scanning matrix (WSM) particle swarm optimization (PSO)
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裂缝周围损伤区对有效基质扩散系数的影响
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作者 魏媛媛 吴辉 《北京大学学报(自然科学版)》 北大核心 2026年第1期125-131,共7页
根据现场示踪剂试验的统计结果,裂隙介质中的有效基质扩散系数会随着观测尺度的增加而增加。为了研究其背后的机制,建立考虑裂缝周围损伤区的三维裂缝-基质模型,利用溶质运移过程的数值模拟结果,分析损伤区厚度、渗透率以及孔隙度对有... 根据现场示踪剂试验的统计结果,裂隙介质中的有效基质扩散系数会随着观测尺度的增加而增加。为了研究其背后的机制,建立考虑裂缝周围损伤区的三维裂缝-基质模型,利用溶质运移过程的数值模拟结果,分析损伤区厚度、渗透率以及孔隙度对有效基质扩散系数的影响。结果表明,当损伤区具有较大的厚度和孔隙度时,会使得更多溶质进入岩石基质,导致测得的有效基质扩散系数增大。对于天然裂缝来说,损伤区内部岩石的渗透率及孔隙度会随着与裂缝面距离的减小而增大。当裂缝尺度增大时,损伤区的厚度增加,岩石的渗透率和孔隙度也整体上增大。不同观测尺度下的模拟结果表明,有效基质扩散系数的尺度因子与观测尺度间存在正向的关系。该研究结果可以解释有效基质扩散系数尺度效应的部分机制,有助于了解复杂裂隙-基质系统中的溶质运移过程。 展开更多
关键词 基质扩散 尺度效应 损伤区 溶质运移 裂隙介质
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微/纳双尺度SiCp颗粒增强SiCp/Al-Mg复合材料的力学性能
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作者 冯思雨 李文轩 +1 位作者 金培鹏 唐彬彬 《材料热处理学报》 北大核心 2026年第2期57-68,共12页
首先采用热力学计算和有限元模拟研究了Mg元素含量(2.2 mass%~15 mass%)对Al-xMg合金组织及性能的影响,以确定合金最佳的Mg元素含量。随后采用搅拌法制备了微/纳双尺度SiCp增强SiCp/Al-Mg复合材料,并对其微观组织与力学性能进行了分析... 首先采用热力学计算和有限元模拟研究了Mg元素含量(2.2 mass%~15 mass%)对Al-xMg合金组织及性能的影响,以确定合金最佳的Mg元素含量。随后采用搅拌法制备了微/纳双尺度SiCp增强SiCp/Al-Mg复合材料,并对其微观组织与力学性能进行了分析。结果表明:Mg元素含量会显著影响Al-xMg合金的晶粒尺寸及第二相分布,当Mg元素含量为10 mass%时可显著提升合金的强度,其屈服强度相比2.2 mass%Mg含量的合金提高了76%,硬度提高了106%;双尺度SiCp颗粒增强产生混杂强化效应,改善了复合材料的强度和塑性;双尺度(5 vol%μm+1 vol%nm)SiCp增强Al-10 mass%Mg复合材料由于微米-纳米颗粒的协同效应,其抗拉强度、屈服强度及抗压强度较Al-10 mass%Mg基体合金分别提高了46%、61%和33.2%,显著优于单一尺度增强体系,多尺度混杂强化是改善铝基复合材料性能的有效策略。 展开更多
关键词 铝基复合材料 力学性能 显微组织 双尺度增强
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Constructing two-scale network microstructure with nano-Ti5Si3 for superhigh creep resistance 被引量:23
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作者 Y.Jiao L.J.Huang +4 位作者 S.L.Wei H.X.Peng Q.An S.Jiang L.Geng 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2019年第8期1532-1542,共11页
The improvement of mechanical properties must be achieved by designing and constructing more suitable microstructure,such as hierarchical microstructure.In order to significantly enhance the creep resistance of titani... The improvement of mechanical properties must be achieved by designing and constructing more suitable microstructure,such as hierarchical microstructure.In order to significantly enhance the creep resistance of titanium matrix composites(TMCs),two-scale network microstructure was constructed including the first-scale network(<150μm)with micro-TiB whisker(TiBw)reinforcement and the second-scale network(<30μm)with nano-Ti5Si3 reinforcement by powder metallurgy and in-situ synthesis.The results showed that the creep rate of the composite was remarkably reduced by an order of magnitude compared with the Ti6Al4V alloy at 550℃,600℃,650℃ under the stresses between 100 MPa and 350 MPa.Moreover,the rupture time of the composite was increased by 20 times,compared with that of the Ti6Al4 Valloy at 550℃/300 MPa.The superior creep resistance could be attributed to the hierarchical microstructure.The micro-TiBw reinforcement in the first-scale network boundary contributed to creep resistance primarily by blocking grain boundary sliding,while the nano-Ti5Si3 particle in the second-scale network boundary mainly by hindering phase boundary sliding.In addition,the nano-Ti5Si3 particle was dissolved,and precipitated with smaller size than the primary Ti5Si3.This phenomenon was attributed to Si element diffusion under high temperature and external stress,which could further continuously enhance the creep resistance.Finally,the creep rate during steady-state stage was significantly decreased,which manifested superior creep resistance of the composite. 展开更多
关键词 Titanium matrix composite TWO-scale NETWORK MICROSTRUCTURE Nano-Ti5Si3 Creep Powder METALLURGY
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Multi-scale thermodynamic analysis method for 2D SiC/SiC composite turbine guide vanes 被引量:14
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作者 Xin LIU Xiuli SHEN +1 位作者 Longdong GONG Peng LI 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2018年第1期117-125,共9页
Ceramic Matrix Composite (CMC) turbine guide vanes possess multi-scale stress and strain with inhomogeneity at the microscopic scale. Given that the macroscopic distribution cannot reflect the microscopic stress flu... Ceramic Matrix Composite (CMC) turbine guide vanes possess multi-scale stress and strain with inhomogeneity at the microscopic scale. Given that the macroscopic distribution cannot reflect the microscopic stress fluctuation, the macroscopic method fails to meet the requirements of stress and strain analysis of CMC turbine guide vanes. Furthermore, the complete thermodynamic properties of 2D woven SiC/SiC-CMC cannot be obtained through experimentation, Accordingly, a method to calculate the thermodynamic properties of CMC and analyze multi-scale stress and strain of the turbine guide vanes should be established. In this study, the multi-scale thermodynamic analysis is investigated. The thermodynamic properties of Chemical Vapor Infiltration (CVI) pro- cessed SiC/SiC-CMC are predicted by a Representative Volume Element (RVE) model with porosity, leading to the result that the relative error between the calculated in-plane tensile modulus and the experimental value is 4.2%. The macroscopic response of a guide vane under given conditions is predicted. The relative error between the predicted strain on the trailing edge and the experimental value is 9.7%. The calculation of the stress distribution of micro-scale RVE shows that the maximum value of microscopic stress, which is located in the interlayer matrix, is more than 1.5 times that of macroscopic stress in the same direction and the microscopic stress distribution of the interlayer matrix is related to the pore distribution of the composite. 展开更多
关键词 Ceramic matrix composites Multi-scale Representative volume element Thermal-mechanical coupling Turbine guide vane
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Matrix Padé-Type Method for Computing the Matrix Exponential 被引量:1
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作者 Chunjing Li Xiaojing Zhu Chuanqing Gu 《Applied Mathematics》 2011年第2期247-253,共7页
Matrix Padé approximation is a widely used method for computing matrix functions. In this paper, we apply matrix Padé-type approximation instead of typical Padé approximation to computing the matrix exp... Matrix Padé approximation is a widely used method for computing matrix functions. In this paper, we apply matrix Padé-type approximation instead of typical Padé approximation to computing the matrix exponential. In our approach the scaling and squaring method is also used to make the approximant more accurate. We present two algorithms for computing and for computing with many espectively. Numerical experiments comparing the proposed method with other existing methods which are MATLAB’s functions expm and funm show that our approach is also very effective and reliable for computing the matrix exponential . Moreover, there are two main advantages of our approach. One is that there is no inverse of a matrix required in this method. The other is that this method is more convenient when computing for a fixed matrix A with many t ≥ 0. 展开更多
关键词 matrix Padé-Type Approximation matrix EXPONENTIAL SCALING and Squaring BACKWARD Er-ror
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Orthogonal Matrix-Valued Wavelet Packets
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作者 Qingjiang Chen Cuiling Wang Zhengxing Cheng 《Numerical Mathematics A Journal of Chinese Universities(English Series)》 SCIE 2007年第1期45-53,共9页
In this paper, we introduce matrix-valued multiresolution analysis and matrix- valued wavelet packets. A procedure for the construction of the orthogonal matrix-valued wavelet packets is presented. The properties of t... In this paper, we introduce matrix-valued multiresolution analysis and matrix- valued wavelet packets. A procedure for the construction of the orthogonal matrix-valued wavelet packets is presented. The properties of the matrix-valued wavelet packets are investigated. In particular, a new orthonormal basis of L2(R, Cs×s) is obtained from the matrix-valued wavelet packets. 展开更多
关键词 矩阵 多分辨率 正交函数 微分方程
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Mill scale structure and damp heat corrosion performance of four 510L hot-rolled strips
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作者 QI Huibin WANG Wei +2 位作者 QIAN Yuhai DONG Chaofang LI Xiaogang 《Baosteel Technical Research》 CAS 2011年第2期46-52,共7页
In this study, the matrix structure, state and composition of the mill scales of four typical domestically made 510L hot-rolled strips were observed and analyzed by means of optical microscopy (OM) ,scanning electro... In this study, the matrix structure, state and composition of the mill scales of four typical domestically made 510L hot-rolled strips were observed and analyzed by means of optical microscopy (OM) ,scanning electron microscopy (SEM) and X-ray diffraction (XRD). The corrosion behavior of the steels with and without mill scales were investigated by means of hot-humid corrosion tests under the condition of relative humidity ( RH ) of 95% at 50℃ and 70℃, respectively. The results show that the matrix structures, state, composition and thickness of mill scales vary in the strips. The rusting starting time of the specimens with scales is generally a bit longer than that of the specimens without scales, but their corrosion mass-gain is higher. For these two kinds of specimens ,their corrosion rate increases significantly with the increase of temperature. The rusting behavior of the 510L strips produced by various plants is different due to the variations of hot-rolling processes and designed chemical compositions. Various relevant aspects should be taken into account in the evaluation of the corrosion behavior of hot-rolled strips. 展开更多
关键词 510L hot-rolled strip steel matrix structure scale structure corrosion behavior
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Decentralized robust stabilization of discrete-time fuzzy large-scale systems with parametric uncertainties: a LMI method 被引量:1
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作者 Zhang Yougang Xu Bugong 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第4期836-845,共10页
Decentralized robust stabilization problem of discrete-time fuzzy large-scale systems with parametric uncertainties is considered. This uncertain fuzzy large-scale system consists of N interconnected T-S fuzzy subsyst... Decentralized robust stabilization problem of discrete-time fuzzy large-scale systems with parametric uncertainties is considered. This uncertain fuzzy large-scale system consists of N interconnected T-S fuzzy subsystems, and the parametric uncertainties are unknown but norm-bounded. Based on Lyapunov stability theory and decentralized control theory of large-scale system, the design schema of decentralized parallel distributed compensation (DPDC) fuzzy controllers to ensure the asymptotic stability of the whole fuzzy large-scale system is proposed. The existence conditions for these controllers take the forms of LMIs. Finally a numerical simulation example is given to show the utility of the method proposed. 展开更多
关键词 fuzzy large-scale system parametric uncertainties decentralized Parallel distributed compensation linear matrix inequalities.
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On the Construction of the Kernel Matrix by Primitive BCH Codes for Polar Codes
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作者 Liping Lin 《Communications and Network》 2022年第1期23-35,共13页
The polar codes defined by the kernel matrix are a class of codes with low coding-decoding complexity and can achieve the Shannon limit. In this paper, a novel method to construct the 2<sup>n</sup>-dimensi... The polar codes defined by the kernel matrix are a class of codes with low coding-decoding complexity and can achieve the Shannon limit. In this paper, a novel method to construct the 2<sup>n</sup>-dimensional kernel matrix is proposed, that is based on primitive BCH codes that make use of the interception, the direct sum and adding a row and a column. For ensuring polarization of the kernel matrix, a solution is also put forward when the partial distances of the constructed kernel matrix exceed their upper bound. And the lower bound of exponent of the 2<sup>n</sup>-dimensional kernel matrix is obtained. The lower bound of exponent of our constructed kernel matrix is tighter than Gilbert-Varshamov (G-V) type, and the scaling exponent is better in the case of 16-dimensional. 展开更多
关键词 Polar Code Kernel matrix matrix Interception Partial Distance EXPONENT Scaling Exponent
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Robust non-fragile control for discrete-delay nonlinear large-scale systems
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作者 吴忠强 李卓 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2010年第4期481-485,共5页
Time-delays,due to the information transmission between subsystems,naturally exist in large-scale systems and the existence of the delay is frequently a source of instability. This paper considers the problems of robu... Time-delays,due to the information transmission between subsystems,naturally exist in large-scale systems and the existence of the delay is frequently a source of instability. This paper considers the problems of robust non-fragile fuzzy control for a class of uncertain discrete nonlinear large-scale systems with time-delay and controller gain perturbations described by T-S fuzzy model. An equivalent T-S fuzzy model is represented for discrete-delay nonlinear large-scale systems. A sufficient condition for the existence of such non-fragile controllers is further derived via the Lyapunov function and the linear matrix inequality( LMI) approach. Simulation results demonstrate the feasibility and the effectiveness of the proposed design and the proper stabilization of the system in spite of controller gain variations and uncertainties. 展开更多
关键词 non-fragile control discrete-delay nonlinear large-scale systems T-S fuzzy model linear matrix inequality
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基于核相关滤波的多尺度目标跟踪方法
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作者 李珣 魏忠民 +1 位作者 白波 牛睿博 《西安工程大学学报》 2025年第6期85-92,共8页
针对传统核相关滤波(kernelized correlation filter,KCF)跟踪算法缺乏尺度自适应机制,使其在目标遮挡、运动模糊及尺度变化等场景中跟踪性能显著下降的问题,提出一种改进的KCF多尺度目标(简称KCFC)跟踪算法。通过整合梯度方向直方图的... 针对传统核相关滤波(kernelized correlation filter,KCF)跟踪算法缺乏尺度自适应机制,使其在目标遮挡、运动模糊及尺度变化等场景中跟踪性能显著下降的问题,提出一种改进的KCF多尺度目标(简称KCFC)跟踪算法。通过整合梯度方向直方图的轮廓敏感性与颜色特征的光照不变性,形成互补特征描述用于增强表观表征的判别力。采用高斯核滤波器进行位置预测定位,引入循环矩阵与核技巧来增加样本与降低数据集冗余。构建尺度池捕捉目标在不同尺度下的外观特征,设计独立尺度滤波器建立尺度变化响应模型,实现对跟踪目标的位置跟踪与尺度估计。仿真跟踪实验结果表明:KCFC跟踪算法在OTB-100数据集上的平均精确率与成功率分别为77.5%与59.2%,相较于KCF跟踪算法提高了4百分点与11.5百分点,实时平均帧率稳定在137帧/s。真实场景跟踪实验结果表明:KCFC跟踪算法在低照度、部分遮挡和尺度变化等复杂环境下表现出优异的跟踪性能,能够在目标短暂丢失后实现重新定位,提升了复杂场景下的跟踪鲁棒性,为智能监控,自动驾驶等实时视觉系统提供了借鉴。 展开更多
关键词 目标跟踪 核相关滤波(KCF) 特征提取 循环矩阵 多尺度目标
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单相变压器内部短路多尺度故障分析模型构建方法 被引量:2
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作者 杨鸣 赵小涵 +3 位作者 司马文霞 李刚 李坤 倪鹤立 《电工技术学报》 北大核心 2025年第13期4085-4099,共15页
内部短路是变压器面临的严重故障之一,会导致故障能量在短时间内迅速攀升,极易引发设备内部高能放电爆燃。然而,变压器潜在的内部短路工况组合极多,现有电路模型存在绕组多尺度耦合表征和参数辨识困难的问题。因此,该文瞄准变压器短路... 内部短路是变压器面临的严重故障之一,会导致故障能量在短时间内迅速攀升,极易引发设备内部高能放电爆燃。然而,变压器潜在的内部短路工况组合极多,现有电路模型存在绕组多尺度耦合表征和参数辨识困难的问题。因此,该文瞄准变压器短路故障分析的迫切需求,将变压器绕组轴向虚拟分割为多个子绕组,提出可表征子绕组间漏磁特性的耦合漏感矩阵辨识方法,建立基于耦合漏感矩阵的变压器多尺度故障分析电路模型。该模型无需开展工程测试,直接利用有限元法进行参数化扫描即可提取电路参数。最后开展有限元模型和电路模型对比仿真,证明了该模型可满足多尺度、多工况的变压器内部短路仿真研究的精度要求,且显著提高了仿真效率。该方法能够为装备事故分析、溯源和故障防御等研究提供基础支撑。 展开更多
关键词 单相变压器 多尺度电路模型 内部短路 耦合漏感矩阵 有限元法
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高温热循环对立体织物增强陶瓷基复合材料力学性能与微观结构的影响 被引量:1
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作者 崔凤单 尚磊 +4 位作者 张剑 刘凯 叶金蕊 刘扬 赵海涛 《复合材料学报》 北大核心 2025年第9期5281-5289,共9页
鉴于立体织物增强陶瓷基复合材料独特的复杂微观结构特性,其应用于热防护材料时,对于高温热循环下的服役寿命预测面临着多重严峻挑战。本文通过多尺度模型并结合仿真分析与试验测试,进行了复合材料在1200℃热循环下微观损伤与力学性能... 鉴于立体织物增强陶瓷基复合材料独特的复杂微观结构特性,其应用于热防护材料时,对于高温热循环下的服役寿命预测面临着多重严峻挑战。本文通过多尺度模型并结合仿真分析与试验测试,进行了复合材料在1200℃热循环下微观损伤与力学性能的研究。所构建的多尺度模型描述了经纱和纬纱的编织方式、纤维的几何构型、基体中的孔隙分布情况。所使用的材料本构涵盖了基体的屈服阶段,并考虑了温度相关的循环硬化效应。仿真及试验结果表明,热循环导致的基体开裂和界面脱粘是微观损伤的主要原因,使得复合材料拉伸性能大幅下降。相比之下,弯曲和压缩性能受热循环影响较小。 展开更多
关键词 陶瓷基复合材料 多尺度模型 高温热循环 力学性能 微观结构
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考虑基质渗透性的裂隙岩体REV变化机制研究
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作者 王扬扬 钱家忠 +1 位作者 马雷 骆乾坤 《合肥工业大学学报(自然科学版)》 北大核心 2025年第7期926-931,共6页
表征单元体(representative elementary volume,REV)的存在是使用等效连续方法的前提。文章基于三峡工程收集的裂隙几何参数,利用蒙特卡洛方法对裂隙岩体进行20次随机模拟,基于COMSOL Multiphysics的数值模型对裂隙岩体进行数值建模,从... 表征单元体(representative elementary volume,REV)的存在是使用等效连续方法的前提。文章基于三峡工程收集的裂隙几何参数,利用蒙特卡洛方法对裂隙岩体进行20次随机模拟,基于COMSOL Multiphysics的数值模型对裂隙岩体进行数值建模,从生成的裂隙岩体几何模型中提取不同尺寸的计算域(边长为6~70 m,每次间隔4 m),在不考虑基质渗透性和考虑基质渗透性情况下,计算不同尺寸的裂隙岩体渗透率大小,探究渗透率REV随裂隙隙宽的变化规律。研究结果表明:不考虑基质渗透性时,REV与裂隙隙宽无关;考虑基质渗透性时,REV随裂隙隙宽的增大呈现增大趋势;考虑基质渗透性且裂隙隙宽很小时,裂隙网络更倾向为均质介质,REV很小,裂隙隙宽越大,流场非均质性越强,REV也随裂隙隙宽增大而增大。该研究拓展了裂隙岩体的等效性范围,为考虑基质渗透性时的裂隙岩体渗流研究提供了参考。 展开更多
关键词 裂隙网络 裂隙基质系统 尺度效应 表征单元体(REV) 渗透率
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西北新型电力系统调频体系探讨
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作者 马晓伟 马清元 +4 位作者 李祥涛 苏彪 陈磊 张亚刚 李武璟 《电力自动化设备》 北大核心 2025年第6期217-224,共8页
多种异质调频资源协调配合、发挥各自优势是新型电力系统调频的关键。西北电网在国内较早开始了新能源一次调频工作,并探索多类型主体协调配合的调频体系。在总结西北电网现有调频工作的基础上,进一步详细梳理了新能源、储能等新型调频... 多种异质调频资源协调配合、发挥各自优势是新型电力系统调频的关键。西北电网在国内较早开始了新能源一次调频工作,并探索多类型主体协调配合的调频体系。在总结西北电网现有调频工作的基础上,进一步详细梳理了新能源、储能等新型调频资源的特点,分析了现有调频体系中不适应新型调频资源特性的地方。一次调频方面,设置不同的调频死区实现多类型资源的协调配合;二次调频方面,让响应较慢的调频资源参与二次调频,预留快速调频资源容量参与一次调频;频率安全防线方面,采用“以调代切”以及响应触发、分散控制的方式,使新型调频资源参与频率安全防线。未来将根据西北电网实际需求,逐步完善实施相关技术,构建适应新型调频资源特性的调频体系。 展开更多
关键词 调频控制策略 水火风光储 多时间尺度 协同控制 矩阵式调频体系 频率安全防线
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利用可选择多尺度图卷积网络的骨架行为识别
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作者 曹毅 李杰 +2 位作者 叶培涛 王彦雯 吕贤海 《电子与信息学报》 北大核心 2025年第3期839-849,共11页
针对目前骨架行为识别方法忽视骨架关节点多尺度依赖关系和无法合理利用卷积核进行时间建模的问题,该文提出了一种可选择多尺度图卷积网络(SMS-GCN)的行为识别模型。首先,介绍了人体骨架图的构建原理和通道拓扑细化图卷积网络的结构;其... 针对目前骨架行为识别方法忽视骨架关节点多尺度依赖关系和无法合理利用卷积核进行时间建模的问题,该文提出了一种可选择多尺度图卷积网络(SMS-GCN)的行为识别模型。首先,介绍了人体骨架图的构建原理和通道拓扑细化图卷积网络的结构;其次,构建成对关节邻接矩阵和多关节邻接矩阵以生成多尺度通道拓扑细化邻接矩阵,并引入图卷积网络,进一步提出多尺度图卷积(MS-GC)模块,以期实现对骨架关节点的多尺度依赖关系的建模;然后,基于多尺度时序卷积和可选择大核网络,提出可选择多尺度时序卷积(SMS-TC)模块,以期实现对有用的时间上下文特征的充分提取,同时结合MS-GC和SMS-TC模块,进而提出可选择多尺度图卷积网络模型并在多支流数据输入下进行训练;最后,在NTU-RGB+D和NTU-RGB+D 120数据集上进行大量实验,实验结果表明,该模型能够捕获更多的关节特征和学习有用的时间信息,具有优异的准确率和泛化能力。 展开更多
关键词 骨架行为识别 图卷积网络 多尺度通道拓扑细化邻接矩阵 可选择多尺度时序卷积 可选择多尺度图卷积网络
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