Data-Based Modeling Approaches for Short-Term Prediction of Embankment Settlement Using Magnetic Extensometer Time-Series Data

Keyphrases

• Modeling Approach 100%
• Time Series Data 100%
• Short-term Prediction 100%
• Data-driven Modeling 100%
• Extensometer 100%
• Embankment Settlement 100%
• Earth Embankment 100%
• Embankment Construction 66%
• Monitoring Data 33%
• Infrastructure Projects 33%
• Ground Conditions 33%
• Design Engineers 33%
• Data-driven Approach 33%
• Data-driven Methods 33%
• Transfer Function 33%
• Infrastructure Assets 33%
• Filling Ratio 33%
• Curve Fitting Function 33%
• Soil Settlement 33%
• Long-term Settlement Prediction 33%
• Parametric Data 33%
• Embankment Structure 33%
• Operational Decisions 33%
• Fitting Function Method 33%
• Polynomial Model 33%
• Polynomial Curve Fitting 33%
• Data-driven Predictive Model 33%
• Transfer Function Method 33%
• Settlement Monitoring 33%
• Embankment Fill 33%
• Glacial Soils 33%
• Prediction Quality 33%
• Industrial Data 33%

Engineering

• Infrastructure 100%
• Data Series 100%
• Embankment Construction 100%
• Embankment Settlement 100%
• Early Stage 50%
• Applicability 50%
• Monitoring Data 50%
• Design Engineer 50%
• Polynomial Model 50%
• Fitting Curve 50%
• Transfer Function 50%
• Industrial Data 50%
• Settlement Prediction 50%
• Term Settlement 50%
• Transfer Function Method 50%
• Embankment Fill 50%

Earth and Planetary Sciences

• Transfer Function 100%