A Lightweight and Explainable Data-Driven Scheme for Fault Detection of Aerospace Sensors

Engineering

• Deep Neural Network 100%
• Detection Performance 50%
• Shallower 50%
• Classification Method 50%
• Sensor Data 50%
• Real Data 50%
• Flight Condition 50%
• Classification Performance 50%
• Classification Neural Network 50%
• Model Airplane 50%
• Mathematical Operation 50%

Chemical Engineering

• Deep Neural Network 100%
• Neural Network 50%

Computer Science

• Shapley Additive Explanation 11%