Litcius/Paper detail

A machine-learning-based approach to predict residential annual space heating and cooling loads considering occupant behaviour

Xinyi Li, Runming Yao

2020Energy151 citationsDOI

Topics & Concepts

Support vector machinePolynomial kernelRadial basis functionRadial basis function kernelGaussian functionKernel (algebra)Machine learningCooling loadRegression analysisArtificial intelligenceGaussian processKrigingLinear regressionPolynomial regressionGaussianComputer scienceArtificial neural networkKernel methodEngineeringMathematicsMechanical engineeringAir conditioningPhysicsQuantum mechanicsCombinatoricsBuilding Energy and Comfort OptimizationWind and Air Flow StudiesNoise Effects and Management
A machine-learning-based approach to predict residential annual space heating and cooling loads considering occupant behaviour | Litcius