Analytics & Intelligence
Beyond real-time monitoring, OTCognix includes dedicated diagnostic tools to uncover root causes, operational regimes, and process bottlenecks.
Analytics Views
- Time Series: Multi-signal statistical exploration and aggregation.
- Oscillation Analysis: Detect cyclic control-loop or process oscillations.
- Scatter Analysis: Visualize pairwise variable relationships and operating envelopes.
- Constraint Analysis: Identify process bottlenecks and limit-approaching behavior.
- Period Comparison: Compare two time windows (e.g. current batch vs. golden baseline).
- Shift Patterns & Weekly Patterns: Inspect recurring behavior across shifts and days of the week.
Intelligence Views
- Critical Signals: Highlight key signals driving process stability or performance.
- Anomaly Detection: Identify abnormal deviations from expected operating behavior.
- Operating States: Segment historical runs into distinct operating regimes.
- Correlation Analysis: Quantify linear/lagged relationships across plant tags.
- Signal Response: Analyze step/response behavior between manipulated and controlled variables.
- Driver Analysis: Rank which upstream variables most strongly explain a target KPI.
Investigations & Worksheets
- Worksheets (Tools → Worksheets): Combine tag series and tabular formulas in a spreadsheet workspace.
- Investigations (Tools → Investigations): Node-based signal investigation canvas for exploratory workflows.