基于FTA-SVM的车辆发动机故障识别方法

发动机结构日益复杂,其故障具有多样性和频发性的特点,收集大量故障样本存在很多实施障碍。为了提高车辆发动机的故障识别的效率和准确性,提出了一种新的结合故障树(FTA)和支持向量机(SVM)各自特点,从故障模式分析到故障类型识别的FTA-SVM故障识别方法。首先利用故障树在复杂系统故障模式分析中的优势,找出系统的故障模式,建立故障树模型,通过对故障树模型中各故障事件的分析,采集与故障事件状态相关的数据,建立数据与故障树底事件的映射模型,最后利用支持向量机在小样本数据处理中的优势,进行故障类型的识别。以发动机的失火故障为例建立了发动机失火故障树模型及故障数据与故障模式映射模型,验证了FTA-SVM方法的有效性和适用性。     

内排压脚与边坡稳定性的关系

为了研究边坡角及边坡形状与边坡稳定性的关系,采用有限元软件ANSYS模拟了不同边坡角对应的稳定系数,以及不同平盘宽度和压脚高度所形成的等储备强度边坡的稳定系数。模拟中假设材料符合相关联的理想弹塑性本构关系,强度准则符合Drucker-Prager准则,用计算收敛性作为边坡稳定性的准则,用强度折减法得出边坡的稳定系数。为了形成等储备强度边坡,由下到上分步骤进行压脚。先在平面边坡最下台阶压脚,这样提高了边坡稳定系数,在边坡进入临界状态时,最下两台阶的塑性状态相同,则压脚停止;再在最下两台阶同时压脚,在边坡进入临界状态时,最下3个台阶的塑性状态相同,则压脚停止;以此类推,在最下边n个台阶同时压脚,在边坡进入临界状态时,压到与第n+1个台阶的塑性状态相同为止。结果表明,边坡总是从坡脚开始形成塑性区,在重力加载过程中,塑性区以弧形条带向坡顶扩展,形成滑带。最有效的内排压脚是从最下台阶开始形成等储备强度边坡的压脚。     

PWM变频驱动电机轴电压与轴电流的测试方法

PWM变频器的广泛应用大大改善了电机调速性能,但是,由于PWM变频器共模电压在电机内部耦合电容作用下,形成轴电压和轴电流,会引起轴承早期失效危及系统安全运行。轴电流问题的研究包括对轴电流的分析、预测和抑制。然而这些过程需要轴电压和轴电流的准确测量进行验证和比对分析。设计合理而有效的测量装置和测量方法是非常重要的一环。在分析轴电流产生机理的基础上,对现有的各种轴电流测量方法和轴承阻抗特性测试方法进行介绍,总结对比这几种方法的优缺点,为轴电流的测试平台的新设计提供参考。     

集合经验模态分解在长江中下游梅雨变化多尺度分析中的应用

基于长江中下游流域5个梅雨监测站1961~2012年的日数据,利用集合经验模态分解（EEMD）方法,对研究期内梅雨时间序列进行多尺度的分析,探讨其在不同时间尺度上的振荡模态结构特征。结果表明：近50多年来,长江中下游梅雨变化呈现出显著的年际和年代际尺度振荡特征,在年际尺度上表现出准3 a和6 a的周期变化,而在年代际尺度上显示准13 a和24 a的周期变化;各分量方差〖JP2〗贡献率显示,年际振荡在梅雨长期变化中占据主导地位;自1961年以来,EEMD分解的梅雨长期变化趋势表现出先增加后减少的倒“U”型特征,其中1961~1985年呈上升趋势,1985~2012年呈下降趋势,尤其是在2000年之后的下降趋势最为明显。由此可以看出,EEMD能够有效地揭示梅雨长期序列在不同时间尺度上的变化规律,可用于诊断非线性、非平稳性信号变化的复杂性特征     

An in-depth view of climate change:addressing climate change while making a transition on the development mode

While fossil fuels greatly contribute to human society,they pose great challenges to natural resources,the environment,and climate change.Developed countries,like the United States,formulated strategic measures to ensure their sustainable development and leading positions in the world.These measures include new green policies,development of shale gas,revitalization of nuclear power,energy independence,reindustrialization,and new low-carbon development based on a combination of Internet technology and renewable energy.Developing countries are also trying to introduce balanced strategies of poverty alleviation and sustainable development.Globally,industrial civilization is being transformed to ecological civilization and green,low-carbon development is a global trend.Addressing climate change provides new strategic factors to further this development.China should take substantial actions to realize sustainable development in a new road:China is in the critical stage of changing its development mode,so it is vital to choose an appropriate development path.This extensive development comes at the high price of consuming too much resources and scarring the environment.Mitigation and adaptation strategies for addressing climate change can help the transition of development.Based on the analysis of the development data of developed countries,the author introduces the concept of"two-type developed countries"with an understanding that not all developed countries must take the same development mode.He also holds the view that China should achieve modernization in a more energy-saving and more carbon-efficient manner compared with that of two-type developed countries.An analysis of"two competitions"that China is facing shows that changing the developing mode is urgent and China should grasp this opportunity in the next five to ten years,which is a key period for this transition.This paper discusses the low-carbon development goals and the three-step process.Low-carbon development does not necessarily restrict economic development.It,however,can expedite the transition of the development mode and this is a low-carbon and green development path.Transition of the development mode includes implementation of China’s green and low-carbon energy strategies,low-carbon society construction,development of agriculture and forestry,garbage sorting and utilization,innovation of urbanization,etc.Improvement of national infrastructure construction includes water safety,environment and climate monitoring system,intelligent energy web,basic database,etc.Addressing climate change can significantly improve the nation’s basic research level.In summary,it mitigates backward production capability,extensive development,and environmental damage while promoting technological advancement,scientific development,and ecological civilization.     

Effect of particle size on CO adsorption and thermodynamic analysis

The liquid nitrogen adsorption method was used to characterize the pore structure of non-cohesive coal in the 061,404 working face of the Lingxin coal mine. The amount of specific surface area of micropores in the sample continuously rose as particle sizes reduced. The volumetric method was used to measure the CO isothermal adsorption curves of three samples (sample I, 0.425–0.25 mm, sample II, 0.18–0.25 mm, and sample III, 0.15–0.18 mm). The experimental results were fitted by the Langmuir model. According to the experimental results, it was conducive to CO adsorption with the conditions of high pressure and low-temperature. The decrease in grain diameter increased the number and volume of micropores in the sample, which improved the adsorption capacity of the sample. In addition, according to the adsorption data, the CO adsorption thermodynamics of three samples were analyzed, including surface potential (Ω), Gibbs free energy change (ΔG) and entropy change (ΔS). The results demonstrated that CO adsorption by coal was a spontaneous process. Sample III has the most substantial adsorption capacity, whereas the sample I has the weakest adsorption capacity.     

热电池失效分析及等效加速贮存试验技术

目的建立基于实测环境载荷的热电池等效加速贮存试验技术,掌握其在环境载荷作用下的性能退化规律。方法在分析热电池组成和所受环境载荷情况的基础上,分析热电池的主要失效模式,设计基于实测环境数据的等效加速贮存试验,开展热电池等效加速贮存试验,分析热电池性能和热图像的变化情况,利用粒子滤波算法对电池剩余电容量进行预测。结果随加速循环次数(时间)的增加,热电池的电容量下降。热图像表明,热电池经过等效加速贮存试验后,其放电过程表面温度要高于初始放电表面温度。粒子滤波算法能够有效模拟电容量的退化过程,电池剩余电容量预测结果与试验结果误差在10%以内。结论等效加速贮存试验得到了热电池的性能退化规律,从而为热电池的贮存试验提供一种解决方案。     

碳减排背景下我国与世界主要能源消费国能源消费结构与模式对比

选取2020年世界能源消费量累积占比达80%的前23个国家作为研究对象,通过从一次能源清洁化率、化石能源清洁利用率和电能占终端能源消费率角度对其能源消费结构进行对比研究,从单位GDP能耗、人均能耗和单位国土面积能耗角度,结合产业结构和分部门能源消费构成,对其能源消费强度进行深入分析,探讨各国在社会经济运行与生产生活中的能源消费模式,提出能源消费自然碳汇承载负荷比概念,指出我国在碳达峰与碳中和目标下能源消费模式转型面临的优势与挑战.结果表明,我国一次能源清洁化率、发电用能占比、化石能源清洁化利用率和电能占终端能耗比分别达到15.90%、53.48%、37.51%和26.54%,均在世界主要能源消费国家中处于前列,已经架构起良好的能源集约化和清洁化利用结构基础;非工农业能源消费占比尤其是仅为14.09%的交通能源占比在主要能源消费国中最低,已经形成了具有相对优势的绿色低碳能源消费模式;基于产业结构优化潜在的总体能源生产率还有较大提升空间;但相对较短的碳达峰与碳中和目标期对清洁能源发展速度与规模提出了巨大挑战,碳排放约束下的国际形势对我国通过优化调整产业结构实现降碳目标也增加了难度.     

探讨ADC芯片引脚与印制板之间的固封方式

通过故障分析,将某产品高温老炼试验过程中发生的性能异常现象定位于ADC芯片部分引脚焊点脱焊。为验证芯片引脚与印制板之间的固封方式对焊点受力的影响,分别对"底部灌封+四角固封"及"底部灌封+四边固封"固封方式进行试验验证及随机振动、热应力分析。根据分析结果,高温浸泡时"底部灌封+四边固封"方式下,焊点受力均匀,最大热应力低于3MPa;而"底部灌封+四角固封"固封方式下的焊点最大热应力约5.1MPa,导致了焊点的蠕变疲劳失效。为减少高温浸泡时焊点的热应力,设计了"底部不灌胶,四边固封但一角不封口"的固封方式,并顺利通过相应的验证试验,证明这是一种较为妥当的固封方式。     

共模阻抗稳定网络的研制

为了消除辐射测试场地供电端口阻抗的差异,本文设计制作了一种共模阻抗稳定网络,可以在供电端口处提供稳定的共模阻抗。文中对该网络的技术参数、元件规格及分布参数控制提出设计方案.经实际制作与量测验证后,该稳定网络可以在30~300MHz的频段内提供稳定的阻抗(50±5?),符合设计方案的目标,利用此网络可有效消除供电端口阻抗差异引起的测试误差。