基于小波神经网络的地铁空调控制分析

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1、AbstractSincereformingandopeningup，withChina。seconomicdevelopmentandstrengtheningoftheurbanizationprocess，theriseofanewsubwayasafast，comthrtable．energy—efficientmodemtransporthavebeengraduallyappliedtomajorcitiesWiththerapiddevelopmentoftheMTR，energyconsumptionoftheMTRenvironmental

2、controlsystemhasbeenrisingSotoestablishavaluablesubwayventilationsystemisnecessary：notonlytoprovideagood，comfortabletravelingenvironment，butalsosaveenergyandreducethecostofsubwayoperationInthispaper,consideringtheShenyangsubwayasbackground，wecontrolpredictablythesubwayair-condition

3、ingonthebasisofnonnaloperationandunderthepremiseofmeetingthethermalcomfortofpassengersHumanthermalcomfortindex，alsoknownasthePMVvalue，isintemationallyrecognizedaSadescriptionoftheindoorthermalenvironmentindicatorsThecurrentdevelopmenttrendofintelligentairconditioningcontrolispredic

4、tingPMVvalueSincethespaceinthesubwayhaslargehysteresis，nonlinearity,hi曲inertiacharacteristics，thetraditionalcontrolmethodisdifficulttogetthebestresultsAfterreadingalargenumberofreferences．consideringtheunitoffkshairbeingintothesubwayplatformasagoalandmakingsHrethesubwayinspacetempe

5、rature，humidityandcarbondioxideconcentrationtomeetthePMVvalue，weusewaveletneuralnetworktocontroltheendofsubwayair-conditioningThemaincontentsoftNspaperasfollowing：(1)Describedthedevelopmentstatusofsubwayair-conditioningandrelativeresearch，andpointedoutthecurrentsubwayair-conditioni

6、ngcontrolresearchisstudyingitsendofthecontroldevice：controllingtheairsupplytoplatformthrou{；lltheenddeviceofthesubway．(2)Studiedpredictivecontroltheory．Basedonneuralnetworkandwaveletneuralnetwork．predictivecontrolweredescribedindotallandthetwopredictionmodelswereestablishedThewavel

7、etneuralnetworkhasabetterabilityofanon—linearfunctionapproximationandLurodthanneuralnetworks，andcanbewellappliedtothemetrospaceSincethewaveletneuralnetworkscanaccuratelydescribethenon·lineardynamicprocess，weuseittocontrolPMVvalueofthesubwayspacemodelpredicatively(3)Thispaperpresent

8、sacontrolmethodbasingonath