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基于小波包变换和奇异值分解的表面纳米化中碳钢摩擦振动行为研究

The Analysis of Carbon Steel Friction Vibration Behabior Based on Wavelet Packet Transform and Singularity Value Decomposition

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【作者】 李国宾关德林李廷举

【Author】 Li Guobin;Guan Delin;Li Tingju;

【机构】 大连理工大学材料科学与工程博士后流动站大连海事大学轮机工程学院

【摘要】 采用环-盘摩擦磨损试验机研究了表面纳米化前后中碳钢的摩擦振动行为。提出利用小波包变换和奇异值分解提取摩擦振动信号特征的新方法。给出了小波包变换算法及奇异值分解算法,依据矩阵奇异值特征向量,定义了振动信号特征参量,并探讨了特征参量与表面纳米化前后中碳钢摩擦磨损性能的内在联系。结果表明:摩擦振动信号的特征参量可反映表面纳米化中碳钢的摩擦磨损性能。当试验载荷在50~150N时,表面纳米化处理的中碳钢振动信号特征参量小于未处理的,摩擦磨损性能好;当试验载荷在200~300N时,表面纳米化处理的中碳钢振动信号特征参量接近或大于未处理的,摩擦磨损性能变差;因此,表面纳米化中碳钢的摩擦磨损性能可通过摩擦振动信号特征参量来评定。

【Abstract】 The friction vibration behaviors for surface nanocrystallization of medium carbon steel are studied by a ring-on-disc tester under lubrication.A novel approach for extracting feature of vibration signals is proposed using waveletpacket transform and singularity value decomposition.The waveletpacket transform and the singularity value decomposition arithmetic are introduced.The characteristic parameters are defined based on the singular value characteristic vector.The intrinsic relationship between the characteristic parameters and the friction wear properties of surface nanocrystallization of medium carbon steel are discussed.It has been shown that the characteristic parameters of friction vibration signals can sensitively reflect the friction wear properties of surface nanocrystallization of medium carbon steel.When the test loading is 50 ~ 150 N,the characteristic parameters appear smaller,the friction wear properties turn to the better.When the test loading is 200 ~ 300 N,the characteristic parameters appear larger,the friction wear properties turn to the worse.Therefore the evaluation of friction wear properties of surface nanocrystallization of medium carbon steel can be carried out by the characteristic parameters of friction vibration signals.

【基金】 教育部新教师基金资助项目:200801511018
  • 【会议录名称】 第二十二届全国振动与噪声应用学术会议论文集
  • 【会议名称】第二十二届全国振动与噪声应用学术会议
  • 【会议时间】2009-10-28
  • 【会议地点】中国陕西西安
  • 【分类号】TG142.1
  • 【主办单位】中国振动工程学会振动与噪声控制专业委员会、全国振动与噪声高技术会议组委会
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