摩擦振动时频图像特征提取

黄朝明;于洪亮;关德林;李国宾;王 鑫

振动与冲击 ›› 2012, Vol. 31 ›› Issue (7) : 46-49,6.

PDF(1514 KB)
PDF(1514 KB)
振动与冲击 ›› 2012, Vol. 31 ›› Issue (7) : 46-49,6.
论文

摩擦振动时频图像特征提取

  • 黄朝明,于洪亮,关德林,李国宾,王 鑫
作者信息 +

Featureextractionoffrictionalvibrationbasedontimefrequencyimage

  • HUANGChao-ming,YUHong-liang,GUANDe-lin,LIGuo-bin,WANGXin
Author information +
文章历史 +

摘要

针对摩擦振动特征难以有效提取的问题,提出利用连续小波变换(CWT)时频谱图像和图像处理技术提取摩擦振动特征参数的方法。运用CWT变换绘制6S50MC船用柴油机缸套-活塞环试样摩擦振动信号的时频谱图,再用图像分割技术提取振动特征体及相应的特征参数,探讨特征参数与不同润滑剂润滑条件下缸套-活塞环摩擦振动特性的内在联系。结果表明,随着摩擦磨损过程的进行,摩擦振动信号特征参数出现规律性变化;不同润滑工况下的特征参数呈现出明显的差异,反映了摩擦磨损的状态。振动特征体特征参数能定量刻画摩擦振动信号的特征。

Abstract

 Amethodtoextractfeaturesoffrictionalvibrationsignalswasdeveloped,usingcontinuouswavelettransformation(CWT)timefrequencyimage(TFI)andimageprocessingtoanalyzevibrationsignals,sincefrictionalvibrationsignalscontainedrichinformationaboutinterfacesfaultstateandfrictionwearstate.TFIsweregeneratedwithCWTtheoryfromvibrationsignalsproducedbycylinderandpistonringsamplessampledfroma6S50MCmarinedieselengineundertwodifferentlubricationstates.AndcharacteristicparametersobtainedwithimagesegmentationofTFIswereanalyzedinordertoestablishtheintrinsicrelationshipbetweencharacteristicparametersandfrictionwearstatus.Theresultsshowedthatcharacteristicparametershaveregularvariationswithconductoffrictionprocess,andcharacteristicparametersunderdifferentlubricationconditionshavesignificantdifferences;theCWTTFIcharacteristicparametersofvibrationsignalscanbeusedtoquantitativelydescribefrictionvibrationsignalcharacteristic.

关键词

摩擦振动 / 特征提取 / 时频图像 / 图像分割 / 缸套-活塞环

Key words

frictionalvibration / featureextraction / timefrequencyimage / imagesegmentation / cylinderandpistonring

引用本文

导出引用
黄朝明;于洪亮;关德林;李国宾;王 鑫. 摩擦振动时频图像特征提取[J]. 振动与冲击, 2012, 31(7): 46-49,6
HUANGChao-ming;YUHong-liang;GUANDe-lin;LIGuo-bin;WANGXin. Featureextractionoffrictionalvibrationbasedontimefrequencyimage[J]. Journal of Vibration and Shock, 2012, 31(7): 46-49,6

PDF(1514 KB)

Accesses

Citation

Detail

段落导航
相关文章

/