A novel ANN-based approach to estimate heat transfer coefficients in radiant wall heating systems

Keyphrases

• Heat Transfer Coefficient 100%
• Radiant Walls 100%
• Wall Heating System 100%
• Supply Water Temperature 50%
• Artificial Intelligence 25%
• Thermal Behavior 25%
• Heat Transfer Characteristics 25%
• Multilayer Perceptron 25%
• Heated Wall 25%
• Convective Heat Transfer 25%
• Reference Temperature 25%
• Convective Heat Transfer Coefficient 25%
• Wall Temperature 25%
• ANN Approach 25%
• Floor Area 25%
• Total Heat Transfer Coefficient 25%
• Radiative Heat Transfer Coefficient 25%
• ANN Model 25%
• Temperature Water 25%
• Radiant Cooling 25%
• Wall Configuration 25%
• Scaled Conjugate Gradient 25%
• Levenberg-Marquardt 25%
• Bayesian Regularization 25%
• Resilient Backpropagation (RPROP) 25%
• ANN Technique 25%
• Actual Size 25%
• Radiant Heating 25%
• Experimental Chamber 25%
• Backpropagation Learning 25%
• Strong Consistency 25%
• Matrix Laboratory (MATLAB) 25%
• Learning Methods 25%

Engineering

• Heat Transfer Coefficient 100%
• Heating System 100%
• Artificial Neural Network 100%
• Temperature Water 40%
• Regularization 20%
• Heated Wall 20%
• Reference Temperature 20%
• Convective 20%
• Thermal Behavior 20%
• Experimental Finding 20%
• Levenberg-Marquardt Algorithm 20%
• Floor Area 20%
• Backpropagation Learning 20%
• Heating Data 20%
• Cooling Data 20%
• Predicted Heat Transfer Coefficient 20%
• Constant Height 20%
• Artificial Intelligence 20%
• Perceptron 20%
• Radiant Heating 20%

Chemical Engineering

• Heat Transfer Coefficient 100%
• Water Supply 40%
• Artificial Intelligence 20%
• Multilayer Neural Networks 20%
• Enthalpy 20%
• Radiant Heating 20%