Struktura

Predict failure before it happens.

Struktura is a zero-dependency Rust crate for universal anomaly detection. It uses Detrended Fluctuation Analysis (DFA) to measure the structural health of any time series — bearings, heartbeats, spacecraft telemetry, drone motors, DNA sequences.

One algorithm. Any signal. No training data. No domain knowledge.

Why Struktura?

Current monitoring tools watch for threshold violations: “is the temperature above 80C?” But structural degradation changes the pattern of a signal before it changes the amplitude. A bearing that’s starting to wear changes its vibration structure weeks before it exceeds any alarm threshold.

Struktura catches what threshold monitors miss.

Install

cargo add struktura