NUMERICAL OPTIMIZATION OF HELICALLY COILED TUBE HEAT EXCHANGERS USING ARTIFICIAL NEURAL NETWORKS: PREDICTING OPTIMAL PITCH FOR ENHANCED HEAT TRANSFER EFFICIENCY

Keyphrases

• Heat Transfer Rate 100%
• Numerical Optimization 100%
• Shell Side 100%
• Heat Transfer Enhancement 100%
• Artificial Neural Network 100%
• Helically Coiled Tube Heat Exchanger 100%
• Optimal pitch 100%
• Artificial Neural Network Model 66%
• Variable pitch 66%
• Fluid Dynamics 33%
• Numerical Analysis 33%
• Neural Network 33%
• Design Process 33%
• Network Approach 33%
• Optimal Performance 33%
• Geometrical Features 33%
• Heat Exchanger Performance 33%
• Convective Heat Transfer Coefficient 33%
• Coil Geometry 33%
• Compact Structure 33%
• Pitch Range 33%
• Irregular Behavior 33%
• Tube pitch 33%
• Helically Coiled Tube 33%
• Valuable Insight 33%
• Tube Side 33%

Engineering

• Numerical Optimization 100%
• Coiled Tube 100%
• Exchanger 100%
• Artificial Neural Network 100%
• Shell Side 75%
• Artificial Neural Network Model 50%
• Convective 25%
• Design Process 25%
• Numerical Study 25%
• Fluid Dynamics 25%
• Optimal Value 25%
• Convective Heat Transfer Coefficient 25%
• Simulated Data 25%
• Geometrical Characteristic 25%
• Optimal Performance 25%
• Side Fluid 25%