matlab开发-用于预测维护的演示文件

matlab开发-用于预测维护的演示文件。预测性维护（PDM）演示文件

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;

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     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