Compaction Prediction for Asphalt Mixtures Using Wireless Sensor and Machine Learning Algorithms

Keyphrases

• Machine Learning Algorithms 100%
• Compaction 100%
• Wireless Sensor 100%
• Asphalt Mixture 100%
• Compactibility 40%
• Field Compaction 40%
• Compaction Quality 40%
• Particle Size 20%
• Quality of Life 20%
• Sensing Technology 20%
• Service Life 20%
• Strong Correlation 20%
• Prediction Accuracy 20%
• Current Field 20%
• Pavement Structure 20%
• Prediction Model 20%
• Machine Learning Approach 20%
• Roadway Construction 20%
• Viscoelastic Properties 20%
• Asphalt 20%
• Kinematic Behavior 20%
• Asphalt Pavement 20%
• Machine Learning Models 20%
• SmartRock 20%
• Intelligent Compaction 20%
• Sensing Data 20%
• Three-machine 20%
• Particle Kinematics 20%
• Pavement Temperature 20%
• Pavement Response 20%
• Compaction Characteristics 20%
• Compaction Uniformity 20%

Engineering

• Wireless Sensor 100%
• Asphalt Mixture 100%
• Machine Learning Algorithm 100%
• Pavement 100%
• Learning System 66%
• Intelligent Compaction 66%
• Learning Approach 33%
• Asphalt Pavements 33%
• Sensing Data 33%
• Measurement Value 33%
• Service Life 33%
• Strip Test 33%

Material Science

• Asphalt Mixture 100%
• Asphalt 66%
• Viscoelastic Material 33%