The use of PCA and signal processing techniques for processing time-based construction settlement data of road embankments

Keyphrases

• Civil Engineering 50%
• Civil Engineering Construction 50%
• Cleaning Methods 50%
• Complex Decision-making 50%
• Consolidation Characteristics 50%
• Construction Settlement 100%
• Data Cleaning Methods 50%
• Data Preprocessing 100%
• Data-driven Modeling 50%
• Dynamic Prediction 50%
• Embankment 50%
• Embankment Construction 50%
• Embankment Settlement 50%
• Extensometer 50%
• Filter Method 50%
• Foundation Soil 50%
• Future Behavior 50%
• Geotechnical Engineering 50%
• Ground Response 50%
• Highway Embankment 50%
• Limited Sensors 50%
• Major Challenges 50%
• Monitoring Structure 50%
• Nonlinear Consolidation 50%
• Predicting the Future 50%
• Predictive Model 50%
• Processing Time 100%
• Road Embankment 100%
• Settlement Behaviour 50%
• Settlement Data 100%
• Signal Processing Techniques 100%
• Site Information 50%
• Smoothing Method 50%
• Soil Layer 50%
• Time Response 50%
• Time-based 100%

Earth and Planetary Sciences

• Civil Engineering 40%
• Decision Making 20%
• Embankment 100%
• Extensometers 20%
• Geotechnical Engineering 20%
• Preprocessing 40%
• Principal Component Analysis 100%
• Real Time 20%
• Signal Processing 100%
• Soil Layer 20%