Concatenation contrastive adversarial learning for fault detection in chemical processes

Keyphrases

• Chemical Processes 100%
• Fault Detection 100%
• Adversarial Learning 100%
• Domain Adaptation 66%
• Unknown Fault 66%
• Detection Method 33%
• Learning Algorithm 33%
• High Sensitivity 33%
• Flow Process 33%
• Performance Degradation 33%
• Superior Performance 33%
• Timely Manner 33%
• Adaptation Strategies 33%
• Safe Operation 33%
• Fault Data 33%
• Operating Mode 33%
• Feature Pairs 33%
• Adaptive Networks 33%
• Reliable Detection 33%
• Correlated Features 33%
• Source Domain 33%
• Target Domain 33%
• Continuous Stirred Tank Reactor 33%
• Detection Model 33%
• Fault Scenarios 33%
• Three-phase Flow 33%
• Fault Knowledge 33%
• Feature Concatenation 33%
• Unseen 33%
• Deployment Scenarios 33%
• Monitoring Statistic 33%
• Adversarial Adaptation 33%
• Tennessee Eastman 33%
• Fault Modeling 33%
• Prior Fault 33%

Chemical Engineering

• Continuous Stirred Tank Reactor 100%