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基于小波包分析的电机滚动轴承故障诊断 被引量:16
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作者 苏建芳 吴钦木 《测控技术》 2019年第4期64-67,共4页
电机滚动轴承发生故障时的信号是非平稳的,小波包变换对故障特征提取有明显的优势,给出了利用小波包对故障信号进行分析的方法。确定轴承参数以及对故障信号的采集,并计算各类故障特征频率,选择小波基和确定最佳的分解层数,之后在Matla... 电机滚动轴承发生故障时的信号是非平稳的,小波包变换对故障特征提取有明显的优势,给出了利用小波包对故障信号进行分析的方法。确定轴承参数以及对故障信号的采集,并计算各类故障特征频率,选择小波基和确定最佳的分解层数,之后在Matlab软件环境下对信号进行小波包分解和重构,得到滚动轴承各类故障信号的功率谱,最后把实验结果与计算结果做对比,证实了该方法可以有效地把轴承中的故障信息成分检测出来,从而判断滚动轴承的故障类型。 展开更多
关键词 滚动轴承 振动信号 故障特征提取 小波包分析
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Relationship between process mineralogical characterization and beneficiability of low-grade laterite nickel ore 被引量:5
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作者 XU Peng-yun WANG Qiang +4 位作者 LI Chuang YU Qi FANG Hao su jian-fang GUO Xue-yi 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第10期3061-3073,共13页
Process mineralogy of low-grade laterite nickel ore in Indonesia was systematically characterized and the beneficiation process of mineral components such as limonite,serpentine and chromite was studied on the basis o... Process mineralogy of low-grade laterite nickel ore in Indonesia was systematically characterized and the beneficiation process of mineral components such as limonite,serpentine and chromite was studied on the basis of process mineralogy.The results show that the low-grade laterite nickel ore is a typical weathering sedimentary metamorphic oxidized ore,with the main valuable elements of Ni,Co and Cr and the main mineral components of limonite,serpentine,chromite,etc.There is no independent carrier mineral of Ni and Co in the raw ore,and the occurrence states of Ni and Co are relatively dispersed.For the limonite in laterite nickel mine,the nickel bearing magnetite concentrate with nickel grade of 1.98%and recovery rate of 88.42%can be obtained by reduction roasting magnetic separation process.For the serpentine in laterite nickel mine,the cobalt bearing concentrate with Co grade of 0.17%and recovery rate of 23.17%can be obtained by positive and reverse flotation process.A chromium concentrate containing 35.17%Cr_(2)O_(3) and a recovery of 33.42%can be obtained by using the combined process of coarse and fine classification and gravity and magnetic. 展开更多
关键词 laterite nickel ore low grade process mineralogy CHARACTERIZATION beneficiability
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电动汽车电机滚动轴承故障特征提取方法及仿真分析
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作者 苏建芳 吴钦木 《新型工业化》 2018年第6期64-68,共5页
针对电动汽车滚动轴承运行时信号是非平稳的,故障信号表现形式复杂、干扰因素多,很难提取有效故障特征的问题,采用小波函数的时-频分析方法。首先,使用Matlab软件对包含滚动轴承故障信息的信号进行了小波分解和重构,然后再对细节信号做H... 针对电动汽车滚动轴承运行时信号是非平稳的,故障信号表现形式复杂、干扰因素多,很难提取有效故障特征的问题,采用小波函数的时-频分析方法。首先,使用Matlab软件对包含滚动轴承故障信息的信号进行了小波分解和重构,然后再对细节信号做Hilbert包络并进行频谱分析。仿真结果显示,该分析方法能把滚动轴承中的故障信息成分检测出来,从而快速地判断出滚动轴承的故障类型,对提髙电动汽车的可靠性和安全性具有现实意义。 展开更多
关键词 电动汽车 滚动轴承 小波分析 故障诊断
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