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二次VMD筛选-MPE和FCM相结合的故障诊断方法 被引量:4
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作者 周成江 吴建德 袁徐轶 《机械科学与技术》 CSCD 北大核心 2019年第8期1173-1184,共12页
针对单向阀振动信号含有背景噪声,故障特征提取困难和诊断精度不高的问题,提出了二次变分模态分解(二次VMD)、多尺度排列熵(MPE)和模糊C均值聚类(FCM)相结合的故障诊断方法。首先,通过二次VMD对振动信号进行分解,再使用双阈值法筛选得... 针对单向阀振动信号含有背景噪声,故障特征提取困难和诊断精度不高的问题,提出了二次变分模态分解(二次VMD)、多尺度排列熵(MPE)和模糊C均值聚类(FCM)相结合的故障诊断方法。首先,通过二次VMD对振动信号进行分解,再使用双阈值法筛选得到有用的本征模态函数(IMF)。其次,提取重构信号中具有敏感特性的MPE特征。最后,将故障特征输入至FCM得到聚类中心,并根据海明贴近度对待识别样本进行分类。通过多组对比实验,结果表明二次VMD筛选能有效去除噪声及虚假成分,MPE具有更好的敏感故障特征表征能力。同时,使用FCM对模糊特征进行聚类能够取得比传统支持向量机(SVM)更好的效果。 展开更多
关键词 二次变分模态 多尺度排列熵 双阈值法 单向阀 故障诊断
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固体材料不稳定性的特征 被引量:1
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作者 李国琛 沈还 凌贤伍 《力学学报》 EI CSCD 北大核心 2001年第3期332-339,共8页
基于分析势函数的二次变分,从理论上证明了固体材料不稳定性主要取决于材质不断退化的重要特征.另一特征是,材料往往会由基本变形路径漂移为一个轴向应变被限定的模态以至失稳.文中以有限元方法计算模拟受周期性分布孔洞损伤的平面... 基于分析势函数的二次变分,从理论上证明了固体材料不稳定性主要取决于材质不断退化的重要特征.另一特征是,材料往往会由基本变形路径漂移为一个轴向应变被限定的模态以至失稳.文中以有限元方法计算模拟受周期性分布孔洞损伤的平面板材模型,结果显示,孔周边的应变局部化使变形路径转移到一个轴向应变被限定的失效模态.此类现象与金属板材拉胀实验中所观测到的结果相符合. 展开更多
关键词 孔洞 不稳定性 固体材料 二次变分 金属板材 拉胀成型实验 势函数 周期性 孔洞损伤
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L~∞-Error Estimate of a Nonconfoming Rectangular Plate Element 被引量:1
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作者 邓庆平 《Chinese Quarterly Journal of Mathematics》 CSCD 1992年第2期23-28,共6页
In this paper,a nonconforming rectangular plate element,the modified incomplete biquadratic plate element,is considered. The asympotic optimal L~∞-error estimate is obtained for the plate bending problem. This proof ... In this paper,a nonconforming rectangular plate element,the modified incomplete biquadratic plate element,is considered. The asympotic optimal L~∞-error estimate is obtained for the plate bending problem. This proof is based on the method of regularized Green's function and 'the trick of auxiliary element'. 展开更多
关键词 Nonconfowning plate element L~∞-error estimate
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Cooperative merging control strategy of connected and automated vehicles on highways 被引量:2
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作者 Xu Linghui Lu Jia +2 位作者 Wang Chong Ran Bin Zhang Jian 《Journal of Southeast University(English Edition)》 EI CAS 2019年第2期220-227,共8页
To improve traffic performance when on-ramp vehicles merge into the mainstream,a collaborative merging control strategy is proposed to determine the merging sequence and trajectory control of vehicles.Merging trajecto... To improve traffic performance when on-ramp vehicles merge into the mainstream,a collaborative merging control strategy is proposed to determine the merging sequence and trajectory control of vehicles.Merging trajectory planning takes the minimization of vehicle acceleration as the optimization objective.Either the variational method or the quadratic programming method is utilized to determine arrival time,optimal time and control variables for each vehicle.As a supplement,the adaptive cruise control(ACC)model is used to calculate each control variable in each time interval on special occasions.Simulation results show that the cooperative merging control strategy outperforms the optimal control strategy.The root mean square(RMS)of acceleration and the root mean square error(RMSE)of time headway are significantly decreased,with the reductions up to 90.1%and 25.2%,respectively.Under the cooperative control strategy,the difference between the average speed and desired speed consistently approaches zero.In addition,few or no collisions occur.To conclude,the proposed strategy favours the improvements in passenger comfort,traffic efficiency,traffic stability and safety around highway on-ramps. 展开更多
关键词 merging trajectory planning optimization problem classical variational method quadratic programming adaptive cruise control(ACC)model
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