Packaging Automation & End-of-Line Systems worked example

Robotic Palletizing Utilization at 61% target utilization: a worked example

Here is what the math looks like when conditions slip. We hold every other input steady and drop target utilization to 61%, then walk the calculation through step by step. Calculate how much of the available production time a palletizing robot is actually stacking, and the gap to your utilization target.

The inputs for this scenario

  • Palletizing robot busy time: 400 min (held at the documented default)
  • Available production time: 480 min (held at the documented default)
  • Target utilization: 61 % (the input this scenario stresses; the baseline uses 85)

Working through the calculation

  • The calculation starts from the formula this tool documents: Robot utilization = palletizing robot busy time ÷ available production time × 100.
  • Robot utilization works out to 83.33 % at these inputs, and this is the headline figure for the scenario.
  • Gap to utilization target works out to -22.33 points at these inputs.
  • Palletizing robot busy time works out to 400 count at these inputs.
  • Available production time works out to 480 count at these inputs.

How this compares with the baseline

  • Against the tool's baseline example, where target utilization sits at 85% and the headline result is 83.33 %, this scenario lands almost exactly on the baseline at 83.33 %.
  • The practical read: the gap between this scenario and the baseline is entirely attributable to target utilization, so recovering it is worth quantifying in dollars before considering equipment or staffing changes. High utilization does not mean high throughput; a slow robot can be busy yet under-producing, so pair this with cycle time before judging the cell.

Results at a glance

  • Robot utilization: 83.33 % (headline result)
  • Gap to utilization target: -22.33 points
  • Palletizing robot busy time: 400 count
  • Available production time: 480 count

Run it with your numbers

  • To rerun this with your own numbers, open the live Robotic Palletizing Utilization calculator, set target utilization to your actual value, and adjust the remaining inputs to match your operation.

Last reviewed 2026-05-12.