function?dataOut?=?dataCleaning（?dataIn?）
%?Copyright?2018?The?MathWorks?Inc.

%%?Set?Variable?Names
varName?=?{‘Unit‘?‘Time‘?‘Setting1‘?‘Setting2‘?‘Setting3‘?‘FanInletTemp‘...
????‘LPCOutletTemp‘?‘HPCOutletTemp‘?‘LPTOutletTemp‘?‘FanInletPres‘?...
????‘BypassDuctPres‘?‘TotalHPCOutletPres‘?‘PhysFanSpeed‘?‘PhysCoreSpeed‘?...
????‘EnginePresRatio‘?‘StaticHPCOutletPres‘?‘FuelFlowRatio‘?‘CorrFanSpeed‘?...
????‘CorrCoreSpeed‘?‘BypassRatio‘?‘BurnerFuelAirRatio‘?‘BleedEnthalpy‘?...
????‘DemandFanSpeed‘?‘DemandCorrFanSpeed‘?‘HPTCoolantBleed‘?‘LPTCoolantBleed‘};
dataIn.Properties.VariableNames?=?varName;
dataIn.Properties.VariableNames?=?varName;

%%?Extract?Effective?Sensors
selectedVarName?=?varName（[1:2?7:9?12:14?16:20?22?25:26]）;
NumOfUnits?=?100;

?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????文件????????1348??2018-03-12?08:39??PredictiveMaintenanceDemo_r1\dataCleaning.m
?????文件????????6273??2018-03-12?08:39??PredictiveMaintenanceDemo_r1\Demo0_PreProcessing.m
?????文件???????20170??2018-03-12?08:40??PredictiveMaintenanceDemo_r1\html\Demo0_PreProcessing.html
?????文件????????2195??2018-03-12?08:40??PredictiveMaintenanceDemo_r1\html\Demo0_PreProcessing.png
?????文件???????51984??2018-03-12?08:40??PredictiveMaintenanceDemo_r1\html\Demo0_PreProcessing_01.png
?????文件???????21019??2018-03-12?08:40??PredictiveMaintenanceDemo_r1\html\Demo0_PreProcessing_02.png
?????文件???????59596??2018-03-12?08:40??PredictiveMaintenanceDemo_r1\html\Demo0_PreProcessing_03.png
?????文件???????17416??2018-03-12?08:40??PredictiveMaintenanceDemo_r1\html\Demo0_PreProcessing_04.png
?????文件???????15899??2018-03-12?08:41??PredictiveMaintenanceDemo_r1\html\Method1_HotellingsT2.html
?????文件????????4696??2017-06-16?13:18??PredictiveMaintenanceDemo_r1\html\Method1_HotellingsT2.png
?????文件???????79014??2017-06-16?13:18??PredictiveMaintenanceDemo_r1\html\Method1_HotellingsT2_01.png
?????文件???????31796??2017-06-16?13:18??PredictiveMaintenanceDemo_r1\html\Method1_HotellingsT2_02.png
?????文件???????17065??2018-03-12?08:42??PredictiveMaintenanceDemo_r1\html\Method2_GaussianMixture.html
?????文件????????4534??2017-06-16?14:36??PredictiveMaintenanceDemo_r1\html\Method2_GaussianMixture.png
?????文件???????78395??2017-06-16?14:36??PredictiveMaintenanceDemo_r1\html\Method2_GaussianMixture_01.png
?????文件???????32052??2017-06-16?14:36??PredictiveMaintenanceDemo_r1\html\Method2_GaussianMixture_02.png
?????文件???????15410??2018-03-12?08:42??PredictiveMaintenanceDemo_r1\html\Method3_OneClassSVM.html
?????文件????????4611??2017-06-16?15:14??PredictiveMaintenanceDemo_r1\html\Method3_OneClassSVM.png
?????文件???????78399??2017-06-16?15:14??PredictiveMaintenanceDemo_r1\html\Method3_OneClassSVM_01.png
?????文件???????31853??2017-06-16?15:14??PredictiveMaintenanceDemo_r1\html\Method3_OneClassSVM_02.png
?????文件??????101476??2018-03-12?08:36??PredictiveMaintenanceDemo_r1\html\summary.png
?????文件????????3153??2018-03-12?08:39??PredictiveMaintenanceDemo_r1\importFDdata.m
?????文件????????4728??2018-03-12?08:39??PredictiveMaintenanceDemo_r1\Method1_HotellingsT2.m
?????文件????????5202??2018-03-12?08:39??PredictiveMaintenanceDemo_r1\Method2_GaussianMixture.m
?????文件????????4501??2018-03-12?08:39??PredictiveMaintenanceDemo_r1\Method3_OneClassSVM.m
?????文件?????????257??2018-03-12?08:39??PredictiveMaintenanceDemo_r1\plotContourmatrix.m
?????文件????????1526??2018-03-11?20:50??license.txt