BP神经网络在波音737自动刹车故障诊断中的应用

随着人工神经网络研究的兴起,智能故障诊断技术成为近年来人们研究的一个热点问题。自动刹车是飞机起降时的重要装置,需要定期对其进行故障检测,以免形成飞行安全隐患,是飞机故障诊断的一个重要内容。本文从传统的BP神经网络算法出发,通过算法改进建立了波音737自动刹车故障诊断的神经网络模型,通过提取故障样本对网络进行训练和诊断,仿真结果显示这种方法能较理想地对波音737飞机自动刹车系统的故障进行分析和检测,对于建立波音飞机的故障自动诊断系统具有重要意义。     

Preparation of micro-arc oxidation coatings on magnesium alloy and its thermal shock resistance property

1. Introduction Due to their high specific strength, good electro-magnetic shielding characteristics, high damping characteristics, good cast ability, and excellent pol-ishing capability, magnesium alloys are extensively used in aeronautical, automobile, and electro- communication industries [1-3]. But magnesium has some disadvantages, such as low chemical stability, high negative electric potential, and low hardness, so it is necessary to use surface disposal to accommo-date the demand for re…     

Study on structure and magnetic entropy changes of Ce2-xPrxFe16.5Co0.5 alloys

A series of Ce2-xPrxFe16.5Co0.5 alloys were preparedby arc melting under purified argon atmosphere. The structure and magnetic entropy changes in Ce2-xPrxFe16.5Co0.5 alloys were investigated by means of X-ray diffraction pattern and MPMS XL-7 magnetometer. The experimental results show that the crystal structure of Ce2-xPrxFe16.5Co0.5 alloys keeps in TH2Zn17-type rhombohedral, and the Curie temperature of Ce2-xPrxFe16.5Co0.5 alloys can be shifted to room temperature around by a composition adjustment. The magnetic entropy changes (-ΔSM) in Ce2-xPrxFe16.5Co0.5 alloys are relatively large, and a platform of magnetic entropy changes appearsnear the temperature TC. Ce2-xPrxFe16.5Co0.5 alloys are the potential working media for magnetic refrigeration with their stable chemical properties and especially low price.     

Study on heat conduction and adsorption/desorption characteristic of MIL-101/few layer graphene composite

Journal of Porous Materials - Aiming at the poor heat conduction performance of porous MIL-101 applied in adsorption cooling process, few layer graphene (FLG) was selected as a promising thermal...     

还原气氛下耐高温材料的渗碳破坏

耐热钢在还原性气氛下工作时,常发生粉化剥落现象.经分析与实体零件的宏观与微观组织观察,此现象是因为还原介质渗入,引起合金体积膨胀而产生引力,造成应力裂纹.加入与介质结合力不强的元素铝,有阻碍介质渗入和扩散的作用.     

基于演化算法的奇偶校验器自动设计*

基于演化算法技术,提出一种新的设计思想,实现奇偶校验器的电路自动设计.实验证明,多目标演化算法具有较少的运算量和较高的效率,能自动设计出使用逻辑门数更少、延时更小的奇偶校验器.     

严重事故工况下 M31核电机组应急补水设施可用性研究

国内核电厂吸取福岛事故的经验教训,增加了严重事故后应急补水设施,完善了应急补水的相关功能,进一步提高了核电厂的安全水平.对M 310核电机组严重事故状态下的应急补水设施进行技术分析,分析计算结果表明,应急水源到应急补水泵接入点距离过长,水损过大,实际补水压力及流量无法满足设计要求.针对该问题提出一系列设计改进措施,优化改进后的应急补水设施可保证严重事故工况下M 310核电机组应急补水设施的可用性,从而进一步提高核电机组的安全性.     

自动壳封焊机焊缝位置控制的实验研究

为解决自动壳封焊机机械凸轮式仿形的缺点，提出了基于电子凸轮的控制方案，为实现电子凸轮控制方案，在焊接轨迹形成分析的基础上，建立了焊枪位置控制的数学模型，改进后的自动焊机焊接试验表明，焊接位置误差较小，可以满足生产的需要。     

Preparation and electrochemical performance of nanosized Co3O4 via hydrothermal method

The hydrotalcite-type cobalt compounds were prepared through oxidation of Co（OH）2 gel using NH4OH as precipitating agent and H2O2 as oxidant. These hydrotalcite-type cobalt compounds were transformed into Co3O4 through hydrothermal decomposition with nanostructural deformation. The precursor and product were characterized by Fourier-transform infrared（FT-IR） spectrum, X-ray diffractometry（XRD） and transmission electron microscopy（TEM）. The electrochemical performances of as-prepared nanosized Co3O4 as anode materials in lithium-ion batteries were tested by charge-discharge test in the voltage range of 0-3.0 V. The influence of morphology of Co3O4 particle on the capacity and cycling performance was studied. The results show that the shape and size of the final product can be controlled by altering cobalt sources. The irregular cubic Co3O4 with the average particle size of about 10 nm shows the best electrochemical performance. After 10 charge-discharge cycles, the specific charge capacity retains 555 mA.h/g.