航空发动机视情维修理论与技术综述

7[][]1[1][2-5]1DOMDesign-OutMaintenanceFBMFailureBasedMaintenanceTBMTimeBasedMaintenanceCBMConditionBasedMaintenanceCBMPMPreventiveMaintenanceon-conditionmaintenanceCBMP-FCBMCBM[6]8CBM1940[7][8]CBMCBM[9][10][11][12][7]CBMCBMMIMOSAMachineryInformationManagementOpenSystemAllianceCBMOSA-CBM[13,14]CBMCBM[15]A.JardineV.MakisCBMCBMEXAKTtm[16]CBMRCM[1]FAAMSG-3[17]CBMCBMCBM2CBMhealthmanagementEMSEngineMonitoringSystem[18]2.1on-boardoff-board100100[18,19]1DFDRQAR9ACMSARINCACMSACARSRealTime100100on-boardoff-board22.21EGTParameterEstimationKalmanFilter(KF)ArtificialNeuralNetwork(ANN)FuzzyLogic(FL)GeneticAlgorithm(GA)HiddenMarkovModel(HMM)BayesianTheory(BT)ExpertSystem(ES)DecisionTree(DT)PrincipalComponentAnalysis(PCA)SupportVectorMachines(SVM)[20-22]Li[23]210[24]3[20]4on-boardoff-board2.3PHMprognosticsandhealthmanagementMEMS[25]PHMHUMS[26].JSFJointStrikeFighterPHM[27]PHMAHM[25]PHMfailureforecastinglifepredicationCBMJawwebICEMSIntegratedCondition-basedEngineManagementSystemPHM[28]FisherPHM[29]SuarezPHM[30]PHMCBMCBMCBM+[31]3EngineLifeManagement1CBM[32]2[33]1170acceleratedmissiontests(AMT)betweenoverhauls(TBO)90[32]TBOCBM3S.VittalLifeToFirstCrack(LTFC)RetirementForCause(RFC)Risk-basedInspection&Repairthe2/3dysfunctionapproachDamageTolerantLifing[32]3D[34][35]WeibullWeibullanalysisareextremelypopular[36,37]interval-censoredproportionalhazardsmodels(PHM)Cox[38]CBMWeibullWPHM-11()=()exp()niiittXXββλγηη=⋅∑X=[X1,X2,Xn]n=[1,2,n]remainusefullifeWPHM[32]4CBMCBMCBM[35]12[39][40][41][42]softlife[43][44][45,46]5CBMCBMCBM[47][48]CBMMIMOSACBMOSA-CBMISO[20]IMPACT[49][30]CBM6CBMPrognosticsandheathmanagementPHM2002CBM+Condition-BasedMaintenancePlusCBMCBMRCMCBMJointTotalAssetVisibilityJTAV[50-53]CBM+CBM+RCMJTAVJointTotalAssetVisibilityCBM+2004FutureCombatSystemJSFCBM+CBM+137CBMCBMCBMweb-basedPHMCBMCBMCBM[1]J.(1995)..,.[2]Hongzhou,W.(2002).Asurveyofmaintenancepoliciesofdeterioratingsystems,EuropeanJournalofOperationalResearchVol.139,pp.469-489.[3]Bengtsson,M.(2003).StandardizationIssuesinConditionBasedMaintenance.the16thInternationalCongressofConditionMonitoringandDiagnosticEngineeringManagement(COMADEM).[4]Waeyenbergh,G.,Pintelon,L.,2002.Maintenanceconceptdevelopment:Acasestudy.the12thInternationalWorkingSeminaronProductionEconomics,Vol.1,pp.347359.[5]Waeyenbergh,G.,Pintelon,L.,2002.Aframeworkformaintenanceconceptdevelopment,InternationalJournalofProductionEconomicsVol.77,pp.299313.[6]Baldin,A.E.(1981).Condition-basedmaintenance,ChemicalEngineeringVol.10,No.16,pp.89-95.[7]Jardine,A.K.S.andD.Lin,etal.(2006).Areviewonmachinerydiagnosticsandprognosticsimplementingcondition-basedmaintenance,MechanicalSystemsandSignalProcessinginpressing(inpress),pp.1-28.[8]J.H.Williams,A.Davies,P.R.Drake(1994),Condition-basedmaintenanceandmachinediagnostics,Chapman&Hall.[9]Christer,A.H.andW.W,etal.(1997).Astatespaceconditionmonitoringmodelforfurnaceerosionpredictionandreplacement,EuropeanJournalofOperationalResearchVol.101,pp.1-14.[10]Wang,W.(1997).Subjectiveestimationofthedelaytimedistributioninmaintenancemodeling,EuropeanJournalofOperationalResearchVol.99,pp.516-529.[11]Aven,T.(1996),Conditionbasedreplacementpoliciesacountingprocessapproach,ReliabilityEngineering&SystemSafety,Vol.51,Issue3,pp.275-281.[12]LamYehandZhangYuanLin(2004),Ashockmodelforthemaintenanceproblemofarepairablesystem,Computers&OperationsResearch,Vol.31,Issue11,pp.1807-1820.[13][14][15][16][17](2002)..,.[18](2000).3..[19](2004)..,..[20]Jaw,L.C.(2005),RecentAdvancementsinAircraftEngineHealthManagement(EHM)TechnologiesandRecommendationsfortheNextStep,TurboExpo2005:50thASMEInternationalGasTurbine&AeroengineTechnicalCongress,Reno-Tahoe,Nevada.[21],(1998)..,Vol.19,No.3,pp.342-245.[22],,,,(2004),,,Vol.19,No.6,pp.844-848.[23]LiY.G.(2002).Performance-analysis-basedgasturbinediagnostics:areview,ProceedingsoftheIMECHEPartAJournalofPowerandEnergy,Vol.216,No.5,pp.363-377[24],(2002),,,Vol.23,No.3,pp.279-281.[25],(2003)..Vol.22,No.11,pp.4-6.[26]J.J.Gill,B.F.G.Aerosp,M.A.Bedford(2000),LessonsLearnedfromRotary-andFixed-WingHUMSApplications,AerospaceConferenceProceedings,IEEE.[27]HessA.(2001),Thejointstrikefighter(JSF)prognosticsandhealthmanagement,4thAnnualSystemEngineeringConference,JSFProgramOffice.[28]Jaw,L.C.andR.Friend(2001),ICEMS:aplatformforadvancedcondition-basedhealthmanagement,AerospaceConference,IEEEProceedings.[29]C.E.FisherGasPathDebrisMonitoringA21stCenturyPHMTool,[30]E.L.Suarez,M.J.Duffy,R.N.Gamache,R.Morris,A.J.Hess(2004),Jetenginelifepredictionsystemsintegratedwithprognosticshealthmanagement,ProceedingsoftheIEEEAerospaceConference.[31]CBM+,[32]S.Vittal,P.Hajela,A.Joshi(2004),ReviewofApproachestogasturbinelifemanagement,10thAIAA/ISSMOMultidisciplinaryAnalysisandOptimizationConference,NewYork.[33]Kuevda,Y.A.etal(2000),EvolutionofaviationenginelifemanagementinCIS,CentralInstituteofAviationMotors,Moscow,Russia.[34]