Machine-learning-based multi-step heat demand forecasting in a district heating system
Primož Potočnik, Primož Škerl, Edvard Govekar
Topics & Concepts
Probabilistic forecastingDemand forecastingTerm (time)KrigingComputer scienceMean absolute percentage errorGaussianNonlinear systemHeating systemEconometricsMeteorologyEngineeringArtificial intelligenceMachine learningArtificial neural networkOperations researchMathematicsGeographyProbabilistic logicPhysicsQuantum mechanicsMechanical engineeringEnergy Load and Power ForecastingBuilding Energy and Comfort OptimizationIntegrated Energy Systems Optimization