A Systematic Feature Extraction and Selection Framework for Data-Driven Whole-Building Automated Fault Detection and Diagnostics in Commercial Buildings

Computer Science

• Feature Selection 100%
• Fault detection 100%
• Feature Extraction 100%
• Testbed 20%
• Extracting Information 10%
• Critical Process 10%
• Statistical Feature 10%
• Data Simulation 10%
• Physical System 10%
• Sensor Measurement 10%
• Extracted Feature 10%
• Selection Method 10%

Engineering

• Feature Extraction 100%
• Commercial Building 100%
• Engineering 20%
• Energy Systems 10%
• Oak Ridge 10%
• Measured Data 10%
• Selection Algorithm 10%
• Sensor Measurement 10%
• Sensor Data 10%
• Physical System 10%
• Selection Method 10%
• Extracted Feature 10%
• Statistical Feature 10%
• Isolation Method 10%