application and visualization techniques for advanced ......gamal mustapha, p.eng , pmp...
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![Page 1: Application and Visualization Techniques for Advanced ......Gamal Mustapha, P.Eng , PMP gamal@smtresearch.ca Application and Visualization Techniques for Advanced Sensor Networks Case](https://reader033.vdocuments.net/reader033/viewer/2022050522/5fa57eb6b51f7458c72e124f/html5/thumbnails/1.jpg)
Gamal Mustapha, P.Eng, [email protected]
ApplicationandVisualizationTechniquesforAdvancedSensorNetworks
CaseStudy:SensorInstallationinSkilledTradesandTechnologyCentre
SIMTReCInnovationDay2017
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• Background• CaseStudy- RRCSTTC• DataVisualizationTechniquesandAnalysisTools• ResearchProjects
Agenda
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• SMTdesignssoftwareandelectronicsusedtoevaluatetheintegrityandperformanceofbuildings.
• Incorporatedin2006inManitoba• PrimarytechnologywasdesignedforNRC-IRCtovalidatematerialsand
methodstoproducemoredurableandefficientbuildings.• SensorsandDAQsusedforInvestigativeResearch• HeadquartersisnowinVancouver,BC
SMTBackground
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• Seehttp://www.smtresearch.ca/smt-product-list forlistofCompatibleProducts• High resolutionsensorscanbeconnectedtowireless,wiredandcellularbasedDAQS.• Cloudbasedsoftwareallowsforeasydataretrievalandanalysis.
MonitoringTechnology
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StructuralHealthMonitoringTechnology
• ExamplesofSHMsensordeployments
Monitormoistureabsorptioninmasonry-TombofJesus
MoisturemonitoringatParliamentNWT
CompressionandmoistureanalysisoftheworldstallestwoodbuildinglocatedatUBC
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… TheInternetofThings
• PointMoistureMonitoringsensorsareembeddedatmultipledepthstocaptureeachCLTlayer
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RRC- STTC
• GoalistoinstrumentRRC-STTCwithsensorsandtechnologytocreateaneducationalliving-lab
• Oneofthefirstcomprehensivebuildingstobe“Connected”usingIoT(InternetofThings)concepts
• Sensorsuiteprovidescompleteanalysisoftheroofintegrityaswellasspecializedsensorstomonitortheperformanceofthegreenroof.
• Buildingenvelopesensorsmonitorthethermalperformanceofallbuildingcomponentsthroughoutthebuilding.
• RealworldresearchispossibleinBuildingScience,Civionics,MaterialEngineeringandMechatronics.
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RoofSensorInstallationGrid
RoofMonitoring– 10’x10’spacedgridplacedonroofformoisturedetection.5’x5’gridonthegreenroof.Monitorsforleaksovertheentireroofmembrane.
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Installationgridshownbelow.Capableoflocatingthefirstsignsofaleakwithin10’x10’.
RoofSensorInstallationGrid
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• GreenRoofPerformanceMonitoring• ThermalTransfer(TemperatureandHeatFlux)
GreenRoofSensorInstallation
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• GreenRoofMonitoringusingDroneTechnology• Dronewillcollectmoistureandtemperaturedataby
hovering/drivingoversensorsembeddedintheroof/soil.
AutomatedDataCollectionsMethods
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BuildingEnvelopeSensorInstallation
• BuildingEnvelopeMonitoring
• Moisturedetectionaroundcurtainwallwindows
• Temperaturedifferentialthroughwallassemblies
• SolareffectivenessfromSkylights
• RHindifferentassembliestodetectcondensation
• Thermaltransferthroughdifferentmaterials
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BuildingEnvelopeSensorInstallation
• Thermaltransferanalysisofdifferentwallsystems• NewheatfluxsensorsweredesignedinconjunctionwithBETAC
toallowustoanalyzein-situR-valueoffullassemblies.
EvaluatingHeatFluxsensorsinCARSIDualchamber
Designednewheatfluxsensorcapableofcoveringlargerareas
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HeatFluxSensorInstallation
ControlHeatFluxSensor
Monitoring heatfluxovercomplexassemblies
TemperatureSensors TestHeatFluxon
DifferentInsulationTypesandConfigurations
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• MonitoringDuringInstallation
EnvironmentalWeatherCorrelation
• Correlationofweatherdatawithbuildingsystems.• Weatherstationonroofwillprovidepertinentdatathatcanbe
correlatedwithbuildingperformancedataforcauseandeffectanalysis.
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• MonitoringDuringInstallation
MonitorSpecificDetails
• Monitoringspecificdetails• Parapetdetails,Skylightsetc.• Helpsvalidatenewmaterials
andprocessesandconstructiontechniques.
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InstrumentationDuringConstruction
SolarTubeMonitoringSensorInstallation
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InstrumentationDuringConstruction
PresentSolarTube
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LeaksIdentifiedonSystemSoftware
TapesensorsrevealedpotentialmoistureundertheroofmembraneDrytapesensorsare10Mohms
500K
5M
50K
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WoodInnovationandDesignCentreisa29.5meterhighwoodframebuildinginPrinceGeorge.Monitoredforverticaldisplacement.
RoofLeakInvestigation
Cutroofsectionopen,confirmedwaterwaspresent.
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IdentifiedBreachesinRoofMembrane
Leakmayhavebeenduetothispunctureinthemembrane.
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IdentifiedRoofLeaks
Entireareawasdried,tapesretestedandareawasre-roofed.
Similarissueswereidentifiedinotherareas.
Systemwillbeactivatednextweektovalidateentireroofsystem.
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AnalyticsOutput– StandardVisualization
Usingstandardgraphingtoolsandcolorcodedgraphicstoindicateleaksand/orareasthatexceedaspecificthreshold.
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AnalysisUsingSparkmaps
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Extractdatafromembeddedsensorsandoverlayonsmartphonedisplay
DataVisualizations– AugmentedReality
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UsingaSmartphonecamera,identifythesurfaceinviewandaugmentthesurroundingsbyoverlayingsensordataontheimage.
DataVisualizations– AugmentedReality
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DataVisualizations- InteractiveInterface
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UsingUnityGamingEngineuserswillbeabletonavigatebuildingandviewsensorsembeddedthroughbuilding
DataVisualizations- InteractiveInterface
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Selectsensorstoviewhistoricaldatatrends
DataVisualizations- InteractiveInterface
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DataVisualizations- InteractiveInterface
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DataVisualizations– BIM/SensorInterface
• IntegratesensordatawithBuildingInformationModelling(BIM)Tools.
• ProjectInitiatedbyRRC
http://bim.aceproject.space
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DataVisualizations– BIM/SensorInterface
MainGoals1. CreateawebbrowserandmobiledevicevisualizationofBIM
model
2. Provideadvancedanalysisandprocessingtoolsincluding:a. Machinelearningfordatafilteringb. Deeplearningforpatternanalysisofalertconditionsc. Heatmapvisualization
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ResearchProjectsInitiated
• ModelthethermalefficiencyofthebuildingusingbuildingenergysimulationtoolssuchasWUFI,HOT2000,Therm etc.
• Compareresultstoactualreadingsfromheatfluxandtemperaturesensorsinstalledthroughoutthebuilding.
• PartIIofthepaperthispresentationisbasedon.
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ResearchProjectsInitiated
NewMethodsforMaterialTestingAATCCTestMethod127ProposedwithSensorPlateUsingaHydrostaticPressureTestNewtestapparatusdevisedtovalidatematerials
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ResearchProjectsInitiated
Datacollectionusingdronetechnology
UBCIGENteamhastakenonthisproject.Usingalandbaseddronetoanalyzeroofsforleaksandpresenceofmoisture.
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ProposedResearchProject
GreenRoofThermalAnalysis
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Questions?