BTO’s Building Energy Modeling Program Overview Amir_Modeling.pdf• Software development kit...
Transcript of BTO’s Building Energy Modeling Program Overview Amir_Modeling.pdf• Software development kit...
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AssetRating
ArchitecturalDesign
CodeCompliance
RetrofitDesign
UtilityIncentives
LEED
ModelPredictiveControl
Policy Analysis
M&V
HVACandControlDesign
AmirRoth,[email protected]
BTO’sBuildingEnergyModelingProgramOverviewBTOPeerReview2017
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BEM– TheUltimate(Meta)ECM
BEMindesign• Potentialtosave0.7quad/yearby2030• Payback<<1yearandsometimes instantaenous• https://energy.gov/eere/buildings/articles/shockingly-short-payback-energy-modeling
AssetRating
ArchitecturalDesign
CodeCompliance
Retrofitdesign
Utility Incentives
LEED
Model PredictiveControl
Policy Analysis
M&V
HVACandcontroldesign
Source:HOK
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LogicModel,MYPP,andGoals
Industry&marketareconfident inBEM®ularlyuse ittodesign&operateenergyefficientbuildings
Characterizedaccuracy:ASHRAE140
State-of-the-artopen-sourceplatform:EnergyPlusSOEPRadiance, THERMOpenStudio
Resources&partnerships:IBPSA,ASHRAE,AIA
Design&operationEUIreduction = %GSFdesigned
and/oroperatedXApp#&productivity
Professional#&productivity
IndustryconfidenceXX
Increasedadoption
3rd-partyapps&services
Improveddeveloper&userproductivity
Moreprofessionals
Moreconsistent, higher-qualitydeliverables
Increasedconfidence
ProgramOutputs MarketOutcomes Uber Outcome
2020goals• BEMfornewconstructionGSF:70%(now:76%),EnergyPlus:5%(7%)• Savingsovercode:EnergyPlus:20%(20%)• 3rd-partyEnergyPlustools:12(8)
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Apps:use-casespecific• Open-sourceorproprietary• Public,private,ormixed funding
BEM industry adapting to (& adopting) open-source!
TheDream-catcher
Platform:general• Commercial-friendly open-source• State-of-the-art capabilities• Commercial-grade development &support• Long-termcommitment• Public funding– transparency&impartialitymatter!• FocusBTOresourceshere
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ThePlatform:EnergyPlus&OpenStudioEnvelope Constructions,loads
schedules,etc.HVACtemplates
orcustomsystemsRun,compare,report,QAQC,
¶metricanalysis
EnergyPlus(energyplus.net)• Industryleadingsimulation engine
OpenStudio(openstudio.net)• Softwaredevelopment kit(SDK)&demoapplication• Measures, AmazonEC2image&moremeasures
High-valuepackage• Greatofferingtomarketpartners(vendors,utilities, etc.)• Helpsstreamline BTO’sownBEMwork• Servesastemplate forotherBTOBEMprojects
Daylighting
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Today’sAgendaProgramupdates(me)• EnergyPlusandOpenStudioupdates– notbeingreviewedthisyear• Programaccomplishments &futuredirections
Reviewsofotherprojectsinportfolio(PIs)• AIA2030DDx– benchmarkandtrackingBEMindesign• Spawn-of-EnergyPlus(SOEP)– next-generation simulation/controls product• Validation&UncertaintyCharacterization – groundtruth• Fenestration: THERM– thermalcharacterizationoffacades• Morefenestration: Radiance – detailed lightingsimulation• NRG&Lucid– helping smallbusinesses developnewcapabilities
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EnergyPlusUpdatesDataCenter• ITE,CRAC,controls
Residential• Ground-coupling, integratedheat-pumps,multiple air-systemsperzone,ductradiation• V8.7(March2017)willbeMVP(minimum viableproduct)forresidential modeling
JSONinput• Firststepinmodernizing input,output&errorhandling
DOASconfigurations
Shadingspeedups
HybridModeling!
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EnergyPlusUpdates– “HybridModeling”BetterName:“SelectiveInverseModeling”or“HybridCalibration”• Conventional heat-balance (HB)equation calculates zonetemperature timeseries• Zonetemperaturetime serieseasytoobtainfromBAS&smartthermostats• InvertHBtotaketemperatureasinput…andcalculate onetraditional inputasoutput• Usefulwhensaid input ishardertoobtainthanzonetemperature,e.g.,infiltration
• Moreaccuratethanconventionalcalibration…andcanbecombinedwithit!• S-H.Lee&T.Hong,“HybridModeling”, Building Simulation2017.
a)Conventionalcalibration
b)Hybridcalibration
Infiltration???
HVACsystem Energyuse???
Zonetemp???Occupancy???
Measuredzonetemp= Infiltration??
HVACsystem Energyuse??
Zonetemp??Occupancy??
Measuredzonetemp
HVACsystem Energyuse???
Infiltration
Occupancy???
Infiltration
HVACsystem Energyuse?
Zonetemp?Occupancy???
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OpenStudioUpdates– OpenStudio2.0
Developer-centricre-factorofOpenStudio1.X• Twonewfileformats:OSW(singlemodelworkflows),OSA(largescaleanalysis)• CommandLine Interface(CLI)– 150MBself-contained OSWexecutionmachine• Meta-CLI– OSA➔ (many)OSWtranslationmachine• Server2.0— elastic,multi-cloud image,runslocallyalso• Modular installer– install onlythepieces youwant• …/articles/finally-major-update-openstudio
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OpenStudioUpdates– PAT2.0
Newfront-end• Qt➔ electron.io (JavaScriptinbrowser)• Localorwebapplications• Nodependences (everysystemhasabrowser)• HowwewilldoUIfromnowon
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openstudio-standards“gem”(rubygems.org/gems/openstudio-standards)• Functionsforcreating&applyingASHRAE90.1constructions, schedules, systems,etc.• Data(insulation levels,equipment efficiencies, etc.)inExcelSpreadsheet
1)CreateDOEPrototypeBuilding• {Type,CZ,Code-Version }è Prototype-Model
2)CreatePerformanceRatingMethodBaselineBuilding• {Type,CZ,Code-Version,Model}è “Appendix G”Baseline-Model• Adaptable toothercodes:CanadaNECB,IndiaECBC,IECC?Title 24?• Reduces tedium,confusion, inconsistency,and“cheating”• Movesefforttowardsmorecreative,constructiveBEMtasks• …/articles/new-openstudio-standards-gem-delivers-one-two-punch
OpenStudioUpdates– OpenStudio-Standards
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ProgramSummary&PlansCorefunding• ET:$4,600k– EnergyPlus,SOEP,ASHRAE140,EmpiricalValidation, FenestrationTools• CBI:$1,500k– OpenStudio• CC:$500k– AIA2030,Scout,“Decision Science”
Startsandstops• TwoBENEFITprojectsending:grey-boxRTUmodels, selective inversemodeling• ThreeBENEFITprojectsstarting:MOISTHERM,OpenBuildingControl, DataCenterToolkit• TwoCBIFOAprojectsstarting:OpenEfficiency,BayREN BRICR
ForwardEmphasis• Control/operations applications➔ EnergyPlus-to-SOEPresourceshift• Connectivitywith(BTO)dataecosystem• Connectivitywithfenestration/envelope modeling ecosystem• District- andurban-scale (LDRD)➔ bettercommunities alliance (BCA)• More,smaller competitive awards• Leveragingexternalresources
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AdditionalReading&Writing
Sincelastpeerreview• EnergyPlus&OpenStudioexceeding 35,000downloadsperversion• Newannual-simulation productsfromAutodesk&Sefaira• Re-launchofsimuwattenergyauditor• LaunchofNEEA/BetterBricks SPARK• CaliforniautilityeTRM movingtoEnergyPlus/OpenStudio• Scoutalpha&beta• Newfellow,JanetReyna([email protected]): large-scalemodeling, data-ecosystem
Resources• Website:…/building-energy-modeling/ (updatedcontent including“BEM101”series)• Blog:…/end-use-breakdown-building-energy-modeling-blog• MYPP:.../downloads/multi-year-program-plan (updates inprogress)• RevisedRD&DRoadmap:comingsoon-ish• Email:[email protected]