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Manufacturing

Plants where one unplanned stop costs more than everything else combined.

An automotive assembly line with orange robotic arms working on car bodies in a lit plant.

What it solves

The cost of a motor is not the motor: it is the shift that did not produce while it was being replaced.

What gets measured here

Every signal, with the standard behind it

  • 155 °C

    Class F · B 130 · H 180 · reference ambient 40

    Temperatura de motor

    By the winding's insulation class. A class F motor isn't judged by a class B limit.

    IEC 60034 · NEMA MG-1
  • 2.8–4.5 mm/s

    A/B boundary by group · zone C watch · zone D stop

    Vibración de máquina

    Millimetres per second mapped to action zones by size and mounting.

    ISO 10816-3
  • Uniformidad de horno

    Spread between zones and setpoint adherence — what decides whether the batch passes.

    AMS2750 · ISO 13579
  • > 15 K

    Over the twin component · 4–15 scheduled · 1–3 investigate

    Tablero eléctrico

    ΔT over the reference phase, with the matching action class.

    NETA MTS

The full catalogue is 311 standards across fourteen domains, and it lives inside the platform — next to the field where the number goes — not in an appendix to the manual.

A concrete case

A bakery tunnel oven in operation, seen from the line.
Tunnel oven in operation · the zone profile decides whether the batch passes, not the peak.

An oven is not judged by its peak temperature

The tunnel oven is the clearest example of why the hottest point is no diagnosis. An oven is hot: that is its job. What decides whether the batch passes is the PROFILE — how even it is from zone to zone and how far it drifts from the setpoint. An oven with its peak in range and a cold zone at the inlet turns out raw product down one side of the belt.

  • Uniformity across zones

    AMS2750 · ISO 13579

    The spread between the oven's zones. It is the figure that says whether product comes out even, and the one a customer audits.

  • Setpoint adherence

    ISO 13579

    How far each zone drifts from its target, with the sign: over or under. A correct average can hide both.

  • Profile drift over the shift

    ISO 18434-1

    How the profile changes across the shift. A degrading element does not fail at once: the profile tilts over weeks.

Avoided downtime, counted

When a predictive alarm ends in a work order before the failure, it is recorded as avoided downtime. That is the number that justifies the system next year.

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