Modelling the performance of EPB shield tunnelling using machine and deep learning algorithms

Keyphrases

• Machine Learning Algorithms 100%
• Shield Tunnel 100%
• Intelligent Model 100%
• Deep Learning Algorithm 100%
• Advancing Speed 100%
• Earth Pressure Balance Shield 100%
• Extreme Learning Machine 66%
• Performance Prediction 66%
• Support Vector Machine 66%
• Long-Short 66%
• Gated Recurrent Unit 66%
• Operational Parameters 33%
• China 33%
• Empirical Formula 33%
• Neural Network 33%
• Machine Learning 33%
• High Correlation 33%
• Strong Correlation 33%
• Sensitivity Analysis 33%
• Pearson Correlation Coefficient 33%
• Shenzhen City 33%
• Deep Learning 33%
• Artificial Intelligence Models 33%
• Intelligent Framework 33%
• Foam Volume 33%
• Grouting Volume 33%

Engineering

• Shield Tunneling 100%
• Pressure Balance 100%
• Machine Learning Algorithm 100%
• Deep Learning Method 100%
• Prediction Performance 66%
• Recurrent 66%
• Extreme Learning Machine 66%
• Long Short-Term Memory 66%
• Support Vector Machine 66%
• Pearsons Linear Correlation Coefficient 33%
• Field Case 33%
• Artificial Intelligence 33%
• Learning System 33%

Chemical Engineering

• Learning System 100%
• Deep Learning Method 100%
• Long Short-Term Memory 50%
• Support Vector Machine 50%
• Artificial Intelligence 25%
• Neural Network 25%