High-resolution hourly surrogate modeling framework for physics-based large-scale building stock modeling
Liang Zhang, Siby Jose Plathottam, Janet Reyna, Noel Merket, Kevin Sayers, Xinshuo Yang, Matthew Reynolds, Andrew Parker, Eric Wilson, Anthony Fontanini, David Roberts, Ralph T. Muehleisen
Topics & Concepts
Surrogate modelEnergy modelingWorkflowComputer scienceModel buildingEfficient energy useBuilding energy simulationMultiscale modelingIndustrial engineeringUncertainty quantificationScale (ratio)Systems engineeringMachine learningEngineeringEnergy performanceDatabaseElectrical engineeringComputational chemistryChemistryPhysicsQuantum mechanicsBuilding Energy and Comfort OptimizationWind and Air Flow StudiesUrban Heat Island Mitigation