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XYLOLABS

Technology & IP

Signals alone are not enough

A louder sound or a new vibration is not an anomaly by itself. XyloZero reads sensor signals and operating context on the same timeline.

Edge computer and operations screen in an industrial control panel

Core technology

  1. Multimodal data acquisition

    Several kinds of sensor signals and operating data, collected together right next to the equipment.

    • Sound
    • Vibration
    • Temperature and humidity
    • Magnetic field
    • PLC and drive

  2. Context Gating

    Operating state decides which intervals are analyzed.

    • Running, stopped, loaded and transitional states
    • Valid intervals selected for analysis
    • Less noise and fewer false alarms

  3. Edge AI inference

    Events are selected on site so only the data that matters is sent.

    • Real-time event selection on site
    • Minimal data transfer
    • Works where external networks are limited

  4. Operational integration

    Selected events feed into operators' decisions and actions.

    • Dashboard
    • Alerts
    • Inspection priorities
    • Maintenance and control system integration

Devices and systems

  • XyloZero

    Collects sound, vibration, temperature and operating data next to industrial equipment and identifies anomaly events.

  • Battery Fire Early Detection

    XyloZero sensor nodes and a main control box identify fire precursor events in charging areas and estimate where they occurred.

Intellectual property

  • Patent application filedMultimodal data acquisition method and system for detecting anomalies in industrial equipment