Comparison of regression and neural network models for prediction of inspection profiles for aging aircraft

Keyphrases

• Safety Performance 100%
• Neural Network Model 100%
• Regression Network 100%
• Aging Aircraft 100%
• Performance Analysis System 80%
• Prediction Model 60%
• Performance Indicators 40%
• Modeling Approach 20%
• Neural Network 20%
• Safety Profile 20%
• Potential Problems 20%
• Multiple Regression 20%
• One-component 20%
• Corrosion 20%
• Prediction Accuracy 20%
• Federal Aviation Administration 20%
• Reporting System 20%
• Utilization Data 20%
• Grouped Data 20%
• Airline Safety 20%
• Signal Potentials 20%
• Safety Inspectors 20%
• Grouping Strategy 20%
• Service Development 20%
• Performance Reports 20%
• Aircraft Components 20%
• Unsafe Conditions 20%
• Aircraft Safety 20%
• Aircraft Utilization 20%
• Advisory Warning 20%
• Managerial Implications 20%

Engineering

• Network Model 100%
• Safety Performance 100%
• Ageing Aircraft 100%
• Performance Analysis 80%
• Performance Indicator 40%
• Reporting System 20%
• Airlines 20%
• Federal Aviation Administration 20%
• Sample Data 20%
• Aircraft Component 20%
• Unsafe Condition 20%

Material Science

• Aircraft 100%
• Corrosion 14%