高压电压互感器的可靠性数据统计分析

本文根据高压电压互感器现场运行的调查材料,用概率统计的方法求出其寿命函数,并估计其平均故障率,为高压电压互感器的可靠性管理提供依据和参考。     

提高农用潜水电泵修复可靠性的方法

对以QY系列为主体的农用潜水电泵修复可靠性低、寿命短的问题，提出了改进措施，从而有效提高潜水电泵修复可靠性，并延长使用寿命。     

Sensitivity,specificity, and predictive values of reagent test strip estimations of blood urea nitrogen

Azostix-reagent-tests(R) strips (Ames, Miles, Inc., Diagnostic Division, Elkhart, IN) were used to measure blood urea nitrogen values in blood samples from 125 dogs and cats at the North Carolina State University, College of Veterinary Medicine. Results of the tests were compared with standard serum urea nitrogen results. Sensitivity, specificity, and negative predictive values were high (86.4, 90.3, and 96.5%, respectively). Positive predictive value was low, 65.5% of the dogs and cats with elevated blood urea nitrogen values were correctly classified as abnormal The test performs well when the prevalence of abnormal values is near 50%.     

机械组件的固有可靠寿命研究

简述机械组件的可靠度的概念,比较机械组件与电子元件在可靠度上的不同特点。机械组件可靠度数据采集难度大,应做好机械组件失效分析,以在设计附件提高可靠度。     

Enhancing pedotransfer functions with environmental data for estimating bulk density and effective cation exchange capacity in a data‐sparse situation

Soil bulk density (BD) and effective cation exchange capacity (ECEC) are among the most important soil properties required for crop growth and environmental management. This study aimed to explore the combination of soil and environmental data in developing pedotransfer functions (PTFs) for BD and ECEC. Multiple linear regression (MLR) and random forest model (RFM) were employed in developing PTFs using three different data sets: soil data (PTF‐1), environmental data (PTF‐2) and the combination of soil and environmental data (PTF‐3). In developing the PTFs, three depth increments were also considered: all depth, topsoil (<0.40 m) and subsoil (>0.40 m). Results showed that PTF‐3 (R²; 0.29–0.69) outperformed both PTF‐1 (R²; 0.11–0.18) and PTF‐2 (R²; 0.22–0.59) in BD estimation. However, for ECEC estimation, PTF‐3 (R²; 0.61–0.86) performed comparably as PTF‐1 (R²; 0.58–0.76) with both PTFs out‐performing PTF‐2 (R²; 0.30–0.71). Also, grouping of data into different soil depth increments improves the estimation of BD with PTFs (especially PTF‐2 and PTF‐3) performing better at subsoils than topsoils. Generally, the most important predictors of BD are sand, silt, elevation, rainfall, temperature for estimation at topsoil while EVI, elevation, temperature and clay are the most important BD predictors in the subsoil. Also, clay, sand, pH, rainfall and SOC are the most important predictors of ECEC in the topsoil while pH, sand, clay, temperature and rainfall are the most important predictors of ECEC in the subsoil. Findings are important for overcoming the challenges of building national soil databases for large‐scale modelling in most data‐sparse countries, especially in the sub‐Saharan Africa (SSA).     

基于无人机多光谱遥感的冬小麦叶绿素含量反演及监测

旨在实现冬小麦各生育期叶绿素含量的准确估测,探究其时空变化规律。利用无人机获取冬小麦越冬期、返青期、拔节期、孕穗期和灌浆期的高分辨率多光谱图像,同时采集地面SPAD数据。选取三类光谱参数建立反演模型,优选出各生育期的最佳预测模型,并定量监测试验区冬小麦叶绿素含量时间变化和空间分布。结果表明：原始波段模型和波段倒数对数模型分别为越冬期及其他生育期叶绿素含量预测的最佳模型,拟合精度R²>0.59;时空分布上,灌浆期前试验区冬小麦叶绿素含量呈南北高、中部低特点,灌浆期则呈北高南低的趋势,叶绿素含量从越冬期到拔节期逐步增加,拔节期到孕穗期开始降低,孕穗期到灌浆期则大幅度降低。本研究建立的倒数对数预测模型,精度较高,且适用于返青到灌浆的4个生育期,对于试验区冬小麦叶绿素含量有较好的时空监测效果。     

基于可靠性视角的交通堵塞模型

本文从可靠性角度研究了交通堵塞模型.首先，通过合理的假设，建立了道路系统的可靠性模型.然后，利用补充变量方法及拉普拉斯变换技术，得到了道路系统的畅通率、稳态堵塞频度和首次堵塞前系统的平均畅通时间等道路系统评价指标.     

基于模型预测控制的农机主从跟随作业控制方法

针对实际环境中由于农业机械（简称农机）作业过程的作业量以及土壤条件的变化等不确定性因素的影响，导致协同作业跟随农机的行驶工况不稳定、跟随协同作业响应慢、控制困难等问题，在综合考虑不确定性以及响应性能的基础上，提出了一种农机跟随分层控制架构，搭建农机田间作业下的纵向跟随动力学模型，并以间距保持、速度跟随、燃油经济性、加速度跟随性能为目标，进行基于模型预测控制（MPC）算法的上层控制器推导，基于前馈以及PI反馈的控制器作为下层控制，以上层控制器获得的控制加速度为目标，进行力矩（电流）跟踪，在保证抗不确定性以及干扰噪声的同时，提高跟随农机的响应能力。通过Matlab/Simulink仿真和田间试验验证，结果表明，该控制方法可以有效解决农机作业的跟随控制问题，与滑模变结构控制器相比，能够实现稳定跟随行驶，且速度误差和加速度误差更小，速度误差控制在-0.29132~0.18001m/s，加速度误差控制在-0.05678~0.05628m/s2，稳定跟随距离误差为±0.45m，具有良好的跟随效果。     

汽车侧面碰撞中乘员约束系统的可靠性优化

在汽车侧面碰撞中，约束系统对降低乘员的伤害起到非常重要的作用.本文采用MADYMO仿真分析软件，建立某车型侧面碰撞的约束系统仿真模型；考虑了髋部推动块的压溃力、气囊起爆时间、气体质量流量和气袋排气孔面积对乘员损伤的影响，建立了乘员损伤指标的响应面模型；基于蒙特卡罗随机模拟，进行了侧面碰撞乘员约束系统的可靠性优化.结果表明，优化后的约束系统设计方案满足可靠性目标要求.