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Technology & IP

Signal alone is not enough

A louder sound or a new vibration is not an anomaly by itself. XyloZero reads condition 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 condition signals and operating data, collected together 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, stop, load and transition 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 reach operators' decisions and actions.

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

Devices and systems

The XyloZero sensor node and the Battery Fire Early Detection solution share the same analysis structure.

Intellectual property

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