init

events

Events

Extract events from shaped timeseries across quality, maintenance, production, energy, correlation, and supply chain domains.

Subpackages: - quality: Outlier detection, SPC, tolerance deviation - production: Machine state, throughput, changeover, OEE, alarms, batches, shifts - engineering: Setpoint changes, startup detection - maintenance: Degradation detection, failure prediction, vibration analysis - supplychain: Inventory monitoring, lead time analysis, demand patterns - energy: Consumption analysis, efficiency tracking - correlation: Signal correlation, anomaly correlation