一种等量约束聚类的无监督蒸馏哈希图像检索方法

为了进一步降低无监督深度哈希检索任务中的伪标签噪声,提出了一种等量约束聚类的无监督蒸馏哈希图像检索方法。该方法主要分为两个阶段,在第一阶段中,主要对无标签图像进行软伪标签标注,用于第二阶段监督哈希特征学习,通过所提等量约束聚类算法,在软伪标签标注过程中可以有效降低伪标签中的噪声;在第二阶段中,主要对学生哈希网络进行训练,用于提取图像哈希特征。通过所提出的无监督蒸馏哈希方法,利用图像软伪标签指导哈希特征学习,进一步提高了哈希检索性能,实现了高效的无监督哈希图像检索。为了评估所提方法的有效性,在CIFAR-10、FLICKR25K和EuroSAT三个公开数据集上进行了实验,并与其他先进方法进行了比较。在CIFAR-10数据集上,与TBH方法相比,所提方法检索精度平均提高12.7%;在FLICKR25K数据集上,与DistillHash相比,所提方法检索精度平均提高1.0%;在EuroSAT数据集上,与ETE-GAN相比,所提方法检索精度平均提高16.9%。在三个公开数据集上进行的实验结果表明,所提方法能够实现高性能的无监督哈希检索,且对各类数据均有较好的适应性。     

基于Logistic回归惩罚函数的遗传位点分析

探讨将基于惩罚函数的变量选择方法应用到遗传位点分析.以2016年9月16日的全国研究生数学建模竞赛B题的数据为例,首先对每个位点的碱基对(A、T、C、G)编码方式数值化处理,最后用数值化后的数据进行建模,并将单变量选择Logistic SCAD、组变量选择Logistic Group SCAD模型和双层变量选择Logistic cMCP模型定位到与遗传性疾病显著相关的遗传位点,分别与出题者提供的标准答案进行对比,结果显示双层变量选择Logistic cMCP模型能够准确的定位到与遗传性疾病显著相关的遗传位点.因此将其运用到具有遗传性疾病和性状的遗传位点分析是值得研究的.     

Finite element analysis for inclined wellbore stability of transversely iso-tropic rock with HMCD coupling based on weak plane strength criterion

The finite element analysis (FEA) technology by hydraulic-mechanical-chemical-damage (HMCD) coupling is proposed in this paper for inclined wellbore stability analysis of water-sensitive and laminated rock, developed basing on the recently established FEA technology for transversely isotropic rock with hydraulic-mechanical-damage (HMD) coupling. The chemical activity of the drilling fluid is considered as phenomenological hydration behavior, the moisture content and parameters of rock considering hydration could be determined with time. The finite element (FE) solutions of numerical wellbore model considering the chemical activity of drilling fluid, damage tensor calculation and weak plane strength criterion for transversely isotropic rock are developed for researching the wellbore failure characteristics and computing the time-dependent collapse and fracture pressure of laminated rock as shale reservoirs. A three-dimensional FE model and elastic solid deformation and seepage flow coupled equations are developed, and the damage tensor calculation technology for transversely isotropic rock are realized by introducing effect of the hydration and the stress state under the current load. The proposed method utilizing weak plane strength criterion fully reflects the strength parameters in rock matrix and weak plane. To the end, an effective and reliable numerically three-step FEA strategy is well established for wellbore stability analysis. Numerical examples are given to show that the proposed method can establish efficient and applicable FE model and be suitable for analyzing the timedependent solutions of pore pressure and stresses, and the evolution region considering the hydration surrounding wellbore, furthermore to compute the collapse cycling time and the safe mud weight for collapse and fracture pressure of transversely isotropic rock.     

飞翼布局无人机滑跑纠偏控制

针对滑跑纠偏控制律对良好鲁棒性的要求,以及飞翼布局无人机地面滑跑六自由度模型非线性、多变量的特点,提出了基于自抗扰控制理论的无人机非线性滑跑纠偏控制律;由于采用了前轮转向、阻力方向舵和主轮差动刹车联合纠偏,针对控制执行机构纠偏效率在滑跑过程中变化较大,以及阻力方向舵和刹车机构兼具减速和纠偏功能的特点,提出采用加权伪逆法对偏航力矩及阻力控制指令进行动态控制分配。结果表明,自抗扰滑跑纠偏控制律能够能有效观测并补偿跑道环境影响造成的强烈干扰及侧风干扰,加权伪逆法能够对偏航力矩和阻力指令进行动态分配,并使各执行机构使用量处于正常范围以内。     

基于渐开线齿轮范成仪的改进设计

根据渐开线廓范成仪的功能和原理,把老式范成仪的手动操作改为电子控制自动操作,使操作精确方便,经实际使用效果很好,为制造自动式渐线线齿轮范成仪提供参考.     

基于RFID的监狱智能定位系统的设计与实现

为解决在押犯人管理困难的问题,该文介绍了一种基于射频识别技术的CC1110 RSSI定位系统。系统主要由腕带标签、读卡器、无线中继和服务器组成。标签主要负责对读卡器发送相关信息,读卡器负责接收标签的数据并转发给无线中继,中继通过以太网把读卡器传送过来的数据发送给服务器,服务器负责对数据的处理、分析并进行相关管理操作。该系统结构简单、硬件成本较低、易部署、适应性较强。实际测试表明,该系统能够用于监狱在押人员的定位,降低非视距误差。     

利用Volterra级数的低噪声放大器线性增强设计

针对单级宽带低噪声放大器（LNA）非线性难以定量分析以及难以将电路设计与线性指标联合设计的问题,提出利用Volterra级数和双极非线性模型相结合的方法优化电路线性度。该方法从SiGe双极管非线性模型出发,提取影响线性度的模型参数,并利用维塔里级数和双极管非线性模型导出器件非线性传输函数,推演出其与IIP3的相互关系,量化各个参数的非线性比重,提出优化线性度的电路设计方法。研究结果表明,在1.5-20GHz的宽频工作频带下,单级低噪声放大器的输入和输出均可实现良好的匹配（<-10dB）,达到16dB的增益,噪声系数在整个频带下小于3.6dB,IIP3可达-7.73dBm。     

Numerical simulation of atomic layer deposition for thin deposit formation in a mesoporous substrate

ZnO deposition in porous γ-Al₂O₃ via atomic layer deposition (ALD) is the critical first step for the fabrication of zeolitic imidazolate framework membranes using the ligand-induced perm-selectivation process (Science, 361 (2018), 1008–1011). A detailed computational fluid dynamics (CFD) model of the ALD reactor is developed using a finite-volume-based code and validated. It accounts for the transport processes within the feeding system and reaction chamber. The simulated precursor spatiotemporal profiles assuming no ALD reaction were used as boundary conditions in modeling diethylzinc reaction/diffusion in porous γ-Al₂O₃, the predictions of which agreed with experimental electron microscopy measurements. Further simulations confirmed that the present deposition flux is much less than the upper limit of flux, below which the decoupling of reactor/substrate is an accurate assumption. The modeling approach demonstrated here allows for the design of ALD processes for thin-film membrane formation including the synthesis of metal–organic framework membranes.     

Enhanced luminescence and thermal stability of (Sr,Ca)AlSiN3:Eu2+ via superficial organic carbon modification

The Eu²⁺-activated nitride phosphors have been widely used in solid-state lighting, but the applications in high-power white-light-emitting diodes (wLEDs) field require higher thermal stability of luminescent materials. The oxidation of Eu²⁺ and the damage of nitride host in the Eu²⁺-activated nitride phosphors are the two crucial reasons for the luminescence loss while operating. A superficial organic carbon modification is performed on the red-emitting (Sr,Ca)AlSiN₃:Eu²⁺ phosphor via the incorporation of organic carbon by solution mixing and thermal post-treatment under the N₂-H₂ atmosphere. After the superficial organic carbon modification, the oxidation of Eu²⁺ and the formation of impurity phases on the phosphor surface are effectively reduced. When the superficial organic carbon modified sample was treated in the 2 wt.% sucrose solutions, the relative brightness is strengthened by 2.15%, the thermal quenching characteristic is improved by 8.9% at 300℃, and the aging test results show an excellent thermal stability. All above indicate that the superficial organic carbon modification is a promising technique to enhance the thermal stability of analogous Eu²⁺-activated nirtide phosphors.     

钢的回火过程中应力演化的数值模拟

本文提出了一种模拟钢的回火过程中应力演化的数学模型。其中着重进行了蠕变方面的试验研究。在淬火过程数值模拟基础上，用据此模型开发的有限元软件对２６Ｃｒ２Ｎｉ４ＭｏＶ钢圆筒形试件的回火过程进行了计算。结果表明，由本模型预测的回火效果与实测吻合较好。此外还计算分析了回火规范对残余应力的影响，进一步验证了模型的有效性。