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Monitoring

Monitoring illustration: a control chart with limits and a flagged out-of-control point

Detect process shifts and out-of-control behavior in functional data streams.

Modern manufacturing, sensor networks, and industrial systems produce functional observations over time. The Monitoring module provides statistical process monitoring (SPM) tools that learn the normal operating regime from historical data (Phase I) and then flag new observations that deviate from it (Phase II). All computations run in Rust for real-time performance.