基于图像处理技术的机械故障诊断研究进展

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275201110MachineDesignandResearchVol.27No.5Oct.20112011-05-2611JK08661006-2343201105-021-041121.E-mailrenlinghui@163.com2.710048、。、。TH17AProgressonMechanicalFaultDiagnosisBasedonImageProcessingRENLing-hui1LIUKai1ZHANGHai-yun2TheFacultyofMechanicalandPrecisionInstrumentEngineeringofxi’anuniversityoftechnologyxi’an710048ChinaAbstractFaultdetectionanddiagnosishasbecomeoneofthefocustoday.ImageisanimportantformoffaultdiagnosisinformationbyimageprocessingtechniqueswecanquicklyEasilyandaccuratelyextractthefaultfeaturesignal.ThisarticledescribestheresearchprogressofthemachineryfaultdiagnosisbasedonimageprocessingInthispaperwePointeoutthepotentialofthefaultdiagnosisbasedonimageprocessing.Sumsuptheimageacquisitionmethodsandfailureoftheimagefeatureextractionforecastmethodsbasedonimagefaulttrends.Keywordsimageprocessingfaultdiagnosisfeatureextraction、、、、、。。75%25%~50%3520。198024601/37501。、、、、、、、、、、、。、、、、。。。。2CCDCCD、、、、。。、、、、、、。。。。。、、。11.1CCD。、、、RBF。90%13。45CCD。。CCD。、、、、、6。7-10。1.2。。。、。、、、、11。12Hilbert。1314。..15。WignerWHOMS。Wigner。Hilbert16。17。1819。、2。1.3。2021。、22。22272。23、。RoBERTM1424AndreaBaraldi、2526、27。28、2930。3132。、33、、。34。35。3、、。。。3.1、。、。3.2、。。3.3。、。1.D.2007.2.J.、184235~242.3PLMazzeoMNittiEStellaetal.VisualrecognitionoffasteningboltsforrailroadmaintenanceJ.PatternRecognitionLetters2004256669~677.4.J.2011322368~376.5LeeRJTomsAM.AnSEMapproachtoweardebrisanalysisC//JOAPInternationalConditionMonitoringConference2002.6.J.200933298~100.7.D.2008.8.D.2003.9SKuradaCBradley.Areviewofmachinevisionsensorfortoolcon-ditionmonitoringJ.ComputersinIndustry199734155~72.10WWangYSWongGSHong.Flankwearmeasurementbysuc-cessiveimageanalysis.ComputersinIndustryJ.2005568816~830.11.D.2009.12.J.、2010302175~180.13DouWeiLiuZhansheng.Arecognitionmethodofvibrationpa-rameterimagebasedonimprovedimmunenegativeselectionalgo-rithmforrotatingmachineryJ.JournalofHarbinInstituteofTechnology20091615~10.14.J.2010302990~95.15.J.201044377~81.16.J.20081854~6.17.J.2008340~4252.18.HoughJ.、2010306634~637.19RangarajMRSridharK.Featureidentificationinthetimefre-quencyplanebyusingtheHough-RadontransformJ.PatternRecognition20013461147~1158.20.J.201029821~25.21ShibataKTakahashiAShiraiT.FaultdiagnosisofrotatingMa-chinerythroughvisualizationofsoundsignalsJ.MechanicalSystemsandSignalProcessing200142229~241.22.D.2009.23.J.3252009291106~12.24ROBERTM.HARALICKK.SllANMUGAMITS’HAKDinSTEI.TexturalFeatUresforImageClassifieationJ.IEEETRANSAC-TIONSONSYSTEMSMANANDCYBERNETICS1973SMC-36610~621.25AndreaBaraldiFlavioPanniggiani.AnInvestigationoftheTextoralCharaeteristicsAssoeiatedwithGrayLevelCo-occurrenceMatrixStatisticalParametersJ.IEEETRANSACTIONSONGEOSCI-ENCEANDREMOTESENSING1995332293~304.26.J.2008361223~26.27.J.2008444223~226.28.J.200835790~94.29WWangFGolnaraghiFIsmailconditionmonitoringofmulti-stageprintingpressesJ.JournalofSoundandVibration20052704755~766.30http//.sidleipzig.de/prod/prod_luchs.php.31.J.2007353119~122.32.J.20052811962~965.33YongLinXiaojunZhouWenbinZhangetal.AutomaticidentifieationofAxisorbitbasedonnormalizedPattemsPeetrumC//Proceed-ingsoflstInternationalCongressonImageandSignalProeessingSanya2008.34.J.2008213268~273.35.J.200828288~95.1983-10欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁欁。20▲8▲9455ZJC55。。55ZJC10。▲1055ZJC551AILlewelyn.ReviewofCAD/CAMJ.Computer-AidedDesign1989215297~302.2MMantyla.AModelingSystemforTop-downDesignofAssembledProductsJ.IBMJournalofResearchandDevelopment1990345636~659.3.J.199838812~14.4..J.2002871~2.5.J.200113121129~1132.6.J.199916130~32.7.J.199928211~14.8.J.19978418~21.9.J.20023091087~1090.10.J.200440138~42.11.D.2007.12.J.200716333~34.1958-、、40、。4227

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