Intelligent Alarm Management Techniques
Detecting when to trigger alarm - complex processes require complex
triggers
Early attempts based on fault trees, digraphs, and analytical approaches
Later used knowledge-based systems, neural networks
At the same time, experiments were being done with methods that did not require model information, only process history
Takeaway: Many different techniques exist to decide when to trigger an alarm
All based on finding abnormalities in the system
See also Venkatasubramanian et al.
A review of process fault detection and diagnosis: Part 1