A clustering based method to complete frame of discernment

When the existing information does not contain all categories, the Generalized Evidence Theory (GET) can deal with information fusion. However, the question of how to determine the number of categories through GET is still intriguing. To address this question, a modified k-means clustering, named centers initialized clustering is proposed, filling the gap of identification and complement of the frame of discernment. Based on this clustering method, the number of categories is determined. The initialized centers selected by center density keep the cluster results constant, enhancing the stability of clustering results. Besides, constructing Generalized basic Probability Assignment (GBPA) modules in a conservative way improves the reliability of the results. The mass of empty set in combined GBPAs is the indicator of the number of categories. Experiments on real and artificial data sets are conducted to show the effectiveness.     

数据驱动的运载火箭氧涡轮泵异常分析方法

基于模糊聚类和LSTM网络，提出了一种数据驱动的运载火箭发动机氧涡轮泵数据异常分析方法。通过模糊聚类对工况复杂，标签不完整的数据样本进行预分类，得到完整的标签并且分析特征贡献度，为LSTM网络的特征筛选和训练打下基础；通过LSTM网络对氧涡轮泵数据进行预测，并计算预测结果与原始数据之间的平均误差，再根据非参数阈值计算方法计算的阈值判据来判断设备是否异常，最终实现了氧涡轮泵数据驱动的故障检测报警，相较于红线阈值检测方法准确率提升7%。     

一种新的RP-3航空煤油模拟替代燃料

为了遴选出符合RP-3航空煤油物理与化学特性的模拟替代燃料，综合分析了RP-3航空煤油的物理与化学特性。针对其物理与化学特性，确定了RP-3航空煤油模拟替代燃料的遴选指标（包括摩尔质量、氢碳比、十六烷值与低热值）。针对遴选指标，提出了由正癸烷、正十二烷、异十六烷、甲基环己烷及甲苯等五种组分组成的RP 3航空煤油模拟替代燃料，并对该模拟替代燃料中各组分的摩尔分数进行了优化。同时，对比分析了不同温度下该模拟替代燃料与RP 3航空煤油的密度与运动黏度。结果表明，当该模拟替代燃料中正癸烷、正十二烷、异十六烷、甲基环己烷及甲苯的摩尔分数分别为14%、10%、30%、36%与10%时，该模拟替代燃料的摩尔质量、氢碳比、十六烷值与低热值与RP 3航空煤油的相应数据非常吻合。同时，不同温度下该模拟替代燃料的密度与运动黏度变化趋势与RP-3航空煤油吻合较好。      

舰载直升机系统安全评价指标体系

为了准确地对舰载机系统进行安全分析，确定客观的安全评价指标，文章选择“人、机、环境、管理”4个方面共29个评价指标，这些指标基本涵盖了舰载机系统的安全评价所包含的有效信息。利用模糊聚类的方法再对该指标体系进行筛选，最终确定了精简且具有科学性的指标体系。     

Static magnetic field analysis of hollow-cup motor model and bow-shaped permanent magnet design

The hollow-cup Permanent Magnet (PM) motors have the characteristics of low power consumption, and are widely used in the aerospace field. At present, the tile-shaped PMs used by hollow-cup PM motors have poor sinusoidal characteristics of the air gap magnetic flux density waveform, which will cause torque ripple. The existing method for improving the air gap magnetic flux density waveform is not very effective when applied to hollow cup, a special motor with no stator core and large air gap. A bow-shaped PMs structure is designed for the hollow-cup motor in this paper. First, the equivalent surface current method is used to calculate the analytical formula of the static magnetic field of the model. Then, the Finite Element (FE) method is used to calculate the static air gap flux density waveform of conventional tile-shaped PMs and bow-shaped PMs with different bow heights, and the corresponding harmonics and sine distortion are obtained by Fourier decomposition. The simulation results show that the bow-shaped PMs can effectively improve the sinusoidal characteristics of the static air gap flux density waveform. And the suitable bow height is determined. Finally, a prototype is made based on the suitable bow height for experiments, and compared with the analytical result and the FE result, and the accuracy and effectiveness of the bow-shaped PMs with the suitable bow height are verified.     

海洋天然产物Trichodermaxanthone分子光谱的理论研究

文章采用密度泛函理论B3LYP方法,研究了一种来源于海洋黄绿木霉的天然产物trichodermaxanthone。用6-311G基组计算了分子的最稳定构型及其前线轨道分布。在稳定构型的基础上用同样的理论方法和基组计算了该分子的红外振动频率及核磁共振碳谱(~(13)CNMR)。根据红外吸收峰强度将红外光谱分成3个区域,讨论了各区域的振动模式,对理论计算的~(13)C NMR化学位移进行了归属分析,并将理论结果与实验结果相比较,发现二者吻合度很高。     

一种改进的固液火箭发动机故障诊断方法

针对固液火箭发动机的可靠性问题，设计了一种改进的贝叶斯网络故障诊断方法，可以通过网络化自主逻辑推理，对固液火箭发动机进行故障诊断。为了提取时序观测信号的故障特征，提出将步进法与核主成分分析(KPCA)相结合的分析方法，并根据模糊C均值聚类算法(FCM)建立模糊多态贝叶斯网络，实现对观测信号尺度的模糊处理，提高对不确定性故障的诊断能力。通过Matlab/Simulink建立改进的贝叶斯网络故障诊断系统。仿真结果表明，改进的算法能够实现对固液火箭发动机常见故障的有效诊断，并能够适应小样本集学习的情况。与传统贝叶斯诊断算法相比，故障诊断的平均准确率提高了20.9%。     

Investigation of anode shaping process during co-rotating electrochemical machining of convex structure on inner surface

A novel co-rotating electrochemical machining method is proposed for fabricating convex structures on the inner surface of a revolving part. The electrodes motion and material removal method of co-rotating electrochemical machining are different from traditional electrochemical machining. An equivalent kinematic model is established to analyze the novel electrodes motion,since the anode and cathode rotate in the same direction while the cathode simultaneously feeds along the line of centres. Acc...     

Comparison of electron density measurements from CSES and Swarm satellites with GNSS ionospheric tomography data

Electron density measurements obtained from China Seismo‐Electromagnetic Satellite (CSES) and Swarm-B can play an increasingly important role in the study of ionosphere above F2 peak height. This study presented a comprehensive comparison of electron density products obtained from Langmuir probe mounted on CSES and Swarm-B with ionospheric tomography for a whole year period of 2019. CSES was fully compared with Swarm-B on a global scale, including both absolute and relative differences, and a new index called NFI was developed to better quantify the similarity between two latitudinal profiles of electron density. CSES and Swarm-B were then compared with tomography respectively in four regions, roughly located in America, Europe, Australia and China. Results indicated that CSES data are consistent with Swarm-B, as NFI values exceed 0.6 for most of the analyses. Tomography and Swarm-B were found to have a good agreement as their biases are less than 0.2 × 10⁵ el/cm³ in general. For the comparison between CSES and tomography, the bias increased to around 0.6 × 10⁵ el/cm³ but the standard deviation changed slightly, validating the underestimation of electron density by CSES. The spatiotemporal comparisons of CSES and Swarm-B with tomography showed that: 1) the differences in electron density were relatively low in middle latitudes and increased rapidly in the regions of equatorial ionization anomaly; 2) Swarm-B has a better consistent with tomography than CSES, but both are capable of detecting ionosphere anomalies such as midlatitude arcs; and 3) CSES and Swarm-B both can capture the seasonal changes of electron density, while their values are basically smaller than those from tomography in Spring and Summer months.     

遥感卫星多路数据传输系统同频共用方法

为节省频率资源，遥感卫星通常采用扩频体制实现多路数据的同频共用传输，针对通道间容易引起相互干扰的问题进行了研究，通过改进码分多址干扰估算模型，对采用平衡Gold码序列扩频系统抗干扰容限上界进行预测。在满足国际电信联盟（ITU）对卫星辐射功率通量密度约束条件下，提出了一种基于直接序列扩频体制的两路业务数据同频共用传输方法。仿真结果表明：当载波频率2GHz左右，两路辐射源的EIRP之差不大于8～15dBw时可以实现同频共用传输；如对信号扩频带宽进行差异化处理，则其相互兼容性还可进一步提高。