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Proposing hybrid prediction approaches with the integration of machine learning models and metaheuristic algorithms to forecast the cooling and heating load of buildings

He Dasi, Ying Zhang, MD Faisal Bin Ashab

2024Energy65 citationsDOI

Topics & Concepts

MetaheuristicMean squared errorParticle swarm optimizationComputer scienceAnt colony optimization algorithmsMean absolute percentage errorAlgorithmSupport vector machineExtreme learning machineConvergence (economics)Mathematical optimizationBoosting (machine learning)Machine learningMathematicsStatisticsArtificial neural networkEconomic growthEconomicsBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingSolar Radiation and Photovoltaics
Proposing hybrid prediction approaches with the integration of machine learning models and metaheuristic algorithms to forecast the cooling and heating load of buildings | Litcius