Concepedia
Energy and Buildings · 2012 · 271 citations · 21 references
EngineeringBuilding ScienceForecastingHeatingPredictive AnalyticsBuilding Heat Load CalculationEnergy Demand ForecastingEnergy System ModelingHeating SystemsLoad CalculationTime Series ForecastingHeating Load SimulationHeating ModelingMultiple Regression
21
Applications of artificial neural-networks for energy systems
Soteris A. Kalogirou · Applied Energy · 2000 · 901 citations · Full text
Engineering, Computer Science, Electrical Engineering +14
Accurate quantitative estimation of energy performance of residential buildings using statistical machine learning tools
Athanasios Tsanas, Angeliki Xifara · Energy and Buildings · 2012 · 777 citations
Architecture, Building Science, Computer Science +17
Prediction of building energy consumption by using artificial neural networks
Betül BEKTAŞ EKİCİ, U. Teoman Aksoy · Advances in Engineering Software · 2008 · 382 citations
Architecture, Building Science, Computer Science +13
Development and validation of regression models to predict monthly heating demand for residential buildings
Tiberiu Cătălina, Joseph Virgone, Éric Blanco · Energy and Buildings · 2008 · 347 citations
Engineering, Architectural Engineering, Building Science +16
Future trends of building heating and cooling loads and energy consumption in different climates
Kevin Wan, Danny H.W. Li, Dalong Liu et al. · Building and Environment · 2010 · 326 citations
Architecture, Architectural Engineering, Building Science +17