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Prediction of outlet air characteristics and thermal performance of a symmetrical solar air heater via machine learning to develop a model-based operational control scheme—an experimental study

Meisam Moghadasi, Hossein Ghadamian, Mohammad Naser‐Moghadasi, Leila Seidabadi

2022Environmental Science and Pollution Research11 citationsDOI

Topics & Concepts

Mean squared errorPredictive modellingAirflowThermalGradient boostingBoosting (machine learning)Artificial neural networkRelative humidityComputer scienceGeneralizationMachine learningSimulationArtificial intelligenceEngineeringMathematicsMeteorologyStatisticsMechanical engineeringRandom forestMathematical analysisPhysicsHeat Transfer MechanismsSolar Thermal and Photovoltaic SystemsHeat Transfer and Optimization
Prediction of outlet air characteristics and thermal performance of a symmetrical solar air heater via machine learning to develop a model-based operational control scheme—an experimental study | Litcius