Artificial neural network development for stress analysis of steel catenary risers: Sensitivity study and approximation of static stress range

Engineering

• Input Parameter 100%
• Sensitivity Study 100%
• Steel Catenary Riser 100%
• Artificial Neural Network 66%
• Stress Range 66%
• Static Loading 66%
• Computer Simulation 33%
• Critical Stress 33%
• Limited Application 33%
• Riser System 33%
• Dimensionless Group 33%
• Design of Experiments 33%
• Riser Motion 33%
• Fatigue Design 33%
• Fatigue Damage 33%

Computer Science

• Input Parameter 100%
• Artificial Neural Network 66%
• Simulation Modeling 33%
• Database 33%
• Previous Research 33%
• Important Challenge 33%
• Optimization Software 33%
• Postprocessing 33%
• Large Database 33%
• Limited Application 33%

Mathematics

• Input Parameter 100%
• Artificial Neural Network 66%
• σ property 33%
• Numerical Simulation 33%
• Programming Language 33%