Double Feature Extraction Method of Ship-Radiated Noise Signal Based on Slope Entropy and Permutation Entropy

In order to accurately identify various types of ships and develop coastal defenses, a single feature extraction method based on slope entropy (SlEn) and a double feature extraction method based on SlEn combined with permutation entropy (SlEn&PE) are proposed. Firstly, SlEn is used for the feature extraction of ship-radiated noise signal (SNS) compared with permutation entropy (PE), dispersion entropy (DE), fluctuation dispersion entropy (FDE), and reverse dispersion entropy (RDE), so that the effectiveness of SlEn is verified, and SlEn has the highest recognition rate calculated by the k-Nearest Neighbor (KNN) algorithm. Secondly, SlEn is combined with PE, DE, FDE, and RDE, respectively, to extract the feature of SNS for a higher recognition rate, and SlEn&PE has the highest recognition rate after the calculation of the KNN algorithm. Lastly, the recognition rates of SlEn and SlEn&PE are compared, and the recognition rates of SlEn&PE are higher than SlEn by 4.22%. Therefore, the double feature extraction method proposed in this paper is more effective in the application of ship type recognition.     

吸管法和比重计法测定土壤机械组成的比对研究

土壤机械组成是土壤的基本属性,也是第三次全国土壤普查(“三普”)的重要指标。参照“三普”规定的测定土壤机械组成的吸管法和比重计法的分析规范对来自河南封丘、江西鹰潭和新疆乌鲁木齐等地区的3种土壤试样进行分析,讨论平行测定的精密度和测定过程中的关键点,进而对两种测定方法进行评价。结果表明,吸管法和比重计法的分析过程中存在一些影响分析结果的重点步骤,这些关键细节对提升“三普”土壤机械组成结果准确性和分析效率至关重要。吸管法和比重计法测定获得的土壤质地类型结果基本一致。通过平行试样测定结果允许的绝对相差分析发现吸管法的精密度较比重计法稍差,但两者都能达到土壤普查的要求。通过两种土壤机械组成测定方法的比对研究,为基层实验室顺利开展本项目的测定提供借鉴,为第三次全国土壤普查工作提供技术支撑。     

Preparation and Electrochemical Performance of Three-Dimensional Vertically Aligned Graphene by Unidirectional Freezing Method

Three-dimensional vertically aligned graphene (3DVAG) was prepared by a unidirectional freezing method, and its electrochemical performances were evaluated as electrode materials for zinc−ion hybrid supercapacitors (ZHSCs). The prepared 3DVAG has a vertically ordered channel structure with a diameter of about 20−30 μm and a length stretching about hundreds of microns. Compared with the random structure of reduced graphene oxide (3DrGO), the vertical structure of 3DVAG in a three−electrode system showed higher specific capacitance, faster ion diffusion, and better rate performance. The specific capacitance of 3DVAG reached 66.6 F·g⁻¹ and the rate performance reached 92.2%. The constructed 3DVAG zinc−ion hybrid supercapacitor also showed excellent electrochemical performance. It showed good capacitance retention up to 94.6% after 3000 cycles at the current density of 2 A·g⁻¹.     

Oxidation of methanol catalyzed by silica-supported polystannazane–copper complex

Silica-supported polystannazane–copper complex has been prepared and used as a catalyst for the oxidation of methanol. The results showed that the catalyst could catalyze the oxidation of methanol to formaldehyde at a high yield and selectivity at 30°C and under 1 atm mild conditions. The N/Cu mole ratio in the complex, temperature and the amount of NaOH additive had much influence on the catalytic activity. The complex was stable during the reaction and could be used repeatedly.     

基于小波包分析的心磁信号消噪

心磁图(Magnetocardiography)是一种无创性记录和分析心脏电磁场的方法.由于心磁场强度极其弱小,必须使用超导量子干涉仪(SQUID)才能检测,其中心磁信号消噪处理十分重要.本文对心磁测量中的消噪进行了研究,在小波分析的基础上,提出使用小波包分析方法消噪,通过实验发现小波包分析消噪能获得很好的效果.     

激光打孔对氮化铝绝缘性能的影响

氮化铝陶瓷具有优良的绝缘和导热性能,是传导冷却超导电力装置绝缘与导热连接件的首选,激光切割是对其进行加工的最有效方法,但激光切割可能对其绝缘性能产生影响,进而影响超导电力装置的安全运行。基于此,通过对激光打孔前后氮化铝基片孔周区域绝缘电阻的测量、金相结构和扫描电镜成分的比较,分析了激光打孔对氮化铝绝缘性能的影响,并总结了选用氮化铝基片作为超导电力装置电流引线的绝缘与导热垫片应注意的问题。     

直接冷却的高温超导磁体热稳定性有限元仿真

制冷机直接冷却超导磁体是一门新兴技术,研究超导磁体在直接冷却下的热稳定性具有重要意义。用有限元方法解决复杂边界问题的热力学问题非常有效,而有限元分析软件ANSYS能使得用有限元法解决问题更加方便。该文用有限元方法对直接冷却高温超导磁体进行了热稳定性数值仿真。仿真结果表明,在设定热负荷作用下,直接冷却的B i2223系高温超导磁体具有较好的热稳定性,磁体温度低于其临界温度。     

高温超导带材交流损耗的数值计算与分析

高温超导带材在许多领域得到越来越广泛的应用。交流损耗计算对于高温超导带材具有重要意义。该文介绍了两种交流损耗的数值计算模型,并以其中一种模型为例,对带材的交流损耗进行计算,与Norris公式计算结果作了比较,证明结果有效。最后提出了交流损耗数值计算中存在的问题。     

有红利美式看跌期权定价的Crank-Nicolson有限差分法

本文基于B-S微分方程,采用Crank-Nicolson差分格式(简称C-N差分格式)求解支付固定红利的美式看跌期权价值,给出实证分析,并对C-N差分格式和隐含的差分格式进行了比较.结果表明,用C-N差分格式可以得到更加精确、有效的数值解.     

Discovery of Novel Pleuromutilin Derivatives as Potent Antibacterial Agents for the Treatment of MRSA Infection

A series of novel pleuromutilin derivatives containing nitrogen groups on the side chain of C14 were synthesized under mild conditions. Most of the synthesized derivatives displayed potent antibacterial activities. Compound 9 was found to be the most active antibacterial derivative against MRSA (MIC = 0.06 μg/mL). Furthermore, the result of time-kill curves showed that compound 9 had a certain inhibitory effect against MRSA in vitro. Moreover, according to a surface plasmon resonance (SPR) study, compound 9 (K_D = 1.77 × 10⁻⁸ M) showed stronger affinity to the 50S ribosome than tiamulin (K_D = 2.50 × 10⁻⁸ M). The antibacterial activity of compound 9 was further evaluated in an MRSA-infected murine thigh model. Compared to the negative control group, tiamulin reduced MRSA load (~0.7 log₁₀ CFU/mL), and compound 9 performed a treatment effect (~1.3 log₁₀ CFU/mL). In addition, compound 9 was evaluated in CYP450 inhibition assay and showed only moderate in vitro CYP3A4 inhibition (IC₅₀ = 2.92 μg/mL).