Developing A New Adaptive Optimal k-Nearest Neighbor Methodology for Flight Test Data Anomaly Detection – Application to Business Aircraft

Keyphrases

• Adaptive Threshold 33%
• Anomaly Identification 33%
• Aviation Industry 33%
• Change Dynamics 33%
• Condition Data 33%
• Data Analysis Algorithms 33%
• Data Anomaly Detection 100%
• Detecting Anomalies 33%
• Detection Accuracy 33%
• Detection Application 100%
• Dynamically Adjust 33%
• Flight Data 33%
• Flight Data Analysis 33%
• Flight Dynamics 33%
• Flight Test Data 100%
• High Sensitivity 33%
• High Specificity 33%
• Inflight Data 33%
• K-nearest 100%
• Number of Neighbors 33%
• Operational Efficiency 33%
• Operational Safety 33%
• Safety Risk 33%
• Threshold Mechanism 33%
• Trim Condition 33%

Engineering

• Anomaly Detection 100%
• Flight Data 100%
• Flight Test 100%
• Good Performance 33%
• Inherent Characteristic 33%
• Limitations 33%
• Nearest Neighbor 100%
• Safety Risk 33%
• Test Data 100%

Computer Science

• Anomaly Detection 100%
• Detect Anomaly 50%
• Detection Accuracy 50%
• Good Performance 50%
• k-Nearest Neighbors Algorithm 100%