Litcius/Paper detail

Predicting energy consumption in multiple buildings using machine learning for improving energy efficiency and sustainability

Anh‐Duc Pham, Ngoc-Tri Ngo, Thi Thu Ha Truong, Nhat-To Huynh, Ngoc-Son Truong

2020Journal of Cleaner Production382 citationsDOI

Topics & Concepts

Random forestMean absolute percentage errorEnergy consumptionPredictive modellingEfficient energy useEnergy (signal processing)SustainabilityMean absolute errorGreenhouse gasConsumption (sociology)SimulationComputer scienceMachine learningArtificial intelligenceEngineeringStatisticsMean squared errorArtificial neural networkMathematicsElectrical engineeringSocial scienceBiologySociologyEcologyBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingEnergy Efficiency and Management