How do patterns enable AI-based Operational Excellence

Falkonry time series AI is aimed at enabling operations teams to find and identify the issues which are most effective in advancing operational excellence in their area of the plant. Patterns are key to AI-based Operational Excellence because they provide a powerful yet flexible way to identify problem behaviors using only operational (sensor and process parameter values) data (see “What is a pattern and why does it matter for AI-enabled Operational Excellence?” for more information). However, manually finding and understanding patterns in operational data is not feasible. A system is required which organizes and automates pattern discovery and that helps the operations expert interpret and act upon those patterns. Let’s look more closely at Falkonry’s approach to patterns: