Index

events

Events

Extract events from shaped timeseries across quality, maintenance, production, engineering, energy, correlation, supply chain and development 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 - development: Design of experiments, design space, golden batch, recipe phase adherence, critical parameter ranking

Every detector class is also importable from this package (and from ts_shape), e.g. from ts_shape.events import OutlierDetectionEvents.