Predictive modelling of surface roughness in fused deposition modelling using data fusion

Business & Economics

• Surface Roughness 100%
• Data Fusion 85%
• Predictive Modeling 79%
• Ridge Regression 40%
• Manufacturing 38%
• Support Vector Regression 37%
• Shrinkage 36%
• Sensor 32%
• Modeling 32%
• Operator 24%
• Condition Monitoring 21%
• Process Monitoring 18%
• Machine Learning 18%
• Prediction Accuracy 16%
• Learning Algorithm 16%
• Monitoring System 16%
• Process Modeling 15%
• Physics 15%
• Data Sources 13%
• Monitoring 10%
• Health 9%

Engineering & Materials Science

• Fused Deposition Modeling 72%
• Data fusion 58%
• Surface roughness 45%
• Support vector regression 42%
• Random forests 38%
• 3D printers 36%
• Monitoring 20%
• Process monitoring 20%
• Quality assurance 19%
• Condition monitoring 19%
• Sensors 18%
• Physics 15%
• Learning algorithms 15%
• Health 13%
• Machine learning 13%