ts_shape.events

Events

Extract events from shaped timeseries across quality, maintenance, and production domains.

• OutlierDetectionEvents: Detect and group outlier events in a time series.
• detect_outliers_zscore: Detect outliers using Z-score thresholding and group nearby points.

• detect_outliers_iqr: Detect outliers using IQR bounds and group nearby points.

• StatisticalProcessControlRuleBased: Apply Western Electric rules to flag control-limit violations on actual values using tolerance context.

• calculate_control_limits: Compute mean and ±1/±2/±3 standard-deviation bands from tolerance rows.

• process: Apply selected rules and emit event rows for violations.

• ToleranceDeviationEvents: Flag intervals where actual values cross configured tolerance and group them into start/end events.

• process_and_group_data_with_events: Build grouped deviation events with event UUIDs.

Modules:

• engineering –

  Engineering Events

• maintenance –

  Maintenance Events

• production –

  Production Events

• quality –

  Quality Events

• supplychain –

  Supply Chain Events