Litcius/Paper detail

Prediction and optimization of heating and cooling loads in a residential building based on multi-layer perceptron neural network and different optimization algorithms

Yuanjin Xu, Fei Li, Armin Asgari

2021Energy144 citationsDOI

Topics & Concepts

Artificial neural networkGlazingCooling loadPerceptronTest dataReliability (semiconductor)AlgorithmMultilayer perceptronComputer scienceEngineeringArtificial intelligenceMechanical engineeringCivil engineeringPower (physics)Air conditioningProgramming languageQuantum mechanicsPhysicsBuilding Energy and Comfort OptimizationUrban Heat Island MitigationWind and Air Flow Studies
Prediction and optimization of heating and cooling loads in a residential building based on multi-layer perceptron neural network and different optimization algorithms | Litcius