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

Keyphrases

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

Engineering

• Applicability 33%
• Data Series 100%
• Design Engineer 33%
• Embankment 100%
• Embankment Construction 66%
• Embankment Fill 33%
• Embankment Settlement 100%
• Fitting Curve 33%
• Industrial Data 33%
• Monitoring Data 33%
• Polynomial Model 33%
• Settlement Prediction 33%
• Term Settlement 33%
• Transfer Function 33%
• Transfer Function Method 33%

Earth and Planetary Sciences

• Embankment 100%
• Extensometers 100%
• Geotechnology 14%
• Monitoring Data 14%
• Real Time 14%
• Time Series 100%
• Transfer Function 28%