ThingConnect

Productivity metrics

Machine utilization formula

Machine utilization = actual production time ÷ total available time — how much of all the hours a machine could have run were spent running.

Updated November 20263 min read

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Utilization is the number behind most capacity decisions — whether to add a shift, buy a machine or move a job. It is also the number most often guessed, so the formula matters less than what goes into it.

The utilization formula

Machine utilization = Actual production time ÷ Total available time × 100

  • Actual production time — the time the machine was running a job.
  • Total available time — every hour it could physically have run: the full calendar day or week, or the plant’s full scheduled hours.

Say which denominator you used when you report it — the same machine can look 40% or 80% utilized depending on that choice alone. Run your numbers in the machine utilization calculator.

A worked example

One machine over one calendar day (illustrative numbers):

  • Total available time

    Value
    24 h (1,440 min)
  • Shifts planned

    Value
    2 (16 h)
  • Actual production time

    Value
    15 h (900 min)

Utilization = 900 ÷ 1,440 = 62.5%. Against the two planned shifts alone, the same running time would read 93.8% — which is the availability view, not utilization.

Utilization vs availability

Availability asks: did it run when we planned it to? Utilization asks: how much of its total time did it run? A machine can score high on availability and low on utilization if it only runs one shift — the shortfall is in the schedule, not on the floor.

That gap is where hidden capacity sits. ThingConnect reads running time from each machine’s controller, so utilization is measured rather than estimated — see machine utilization tracking.

Frequently asked questions

Manual logs and gate-entry times tend to overstate it, because they record when a job was started, not when the machine was running. Reading the running state from the machine’s controller removes the guesswork and the end-of-shift paperwork.

There is no single target. It depends on which denominator you use — calendar time or scheduled hours — and on how many shifts the plant runs. Compare the same machine over time, and use the gap to decide whether a new shift or a new machine is really needed.

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Productivity metrics

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