Litcius/Paper detail

SynCity: Using open data to create a synthetic city of hourly building energy estimates by integrating data-driven and physics-based methods

Jonathan Roth, Amory Martin, Clayton Miller, Rishee K. Jain

2020Applied Energy112 citationsDOIOpen Access PDF

Topics & Concepts

Mean absolute percentage errorMean squared errorMonte Carlo methodRandom forestParticle swarm optimizationMeasure (data warehouse)Computer scienceSmart meterReplicateSimulationStatisticsAlgorithmEngineeringElectricityData miningMathematicsArtificial intelligenceElectrical engineeringBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingWind and Air Flow Studies
SynCity: Using open data to create a synthetic city of hourly building energy estimates by integrating data-driven and physics-based methods | Litcius