Robotics & Automation worked example

Robot Cell Throughput at 59% expected cell efficiency: a worked example

This worked example runs the robot cell throughput numbers for a tougher week than the baseline: 59% expected cell efficiency instead of the typical 82%. Estimate robot cell throughput in parts per hour from good parts produced, cell runtime, and a realistic cell efficiency that captures availability and performance.

The inputs for this scenario

  • Good parts produced: 3,600 parts (held at the documented default)
  • Cell runtime: 8 hr (held at the documented default)
  • Expected cell efficiency: 59 % (the input this scenario stresses; the baseline uses 82)

Working through the calculation

  • The calculation starts from the formula this tool documents: Gross robot cell throughput = good parts produced / cell runtime.
  • Sustained robot cell throughput works out to 266 parts / hr at these inputs, and this is the headline figure for the scenario.
  • Raw throughput works out to 450 parts / hr at these inputs.
  • Expected cell efficiency works out to 59 % at these inputs.
  • Cell runtime works out to 8 hr at these inputs.

How this compares with the baseline

  • Against the tool's baseline example, where expected cell efficiency sits at 82% and the headline result is 369 parts / hr, this scenario comes in 28.05% below the baseline at 266 parts / hr.
  • Use it for capacity planning, quoting, and validating that a cell's demonstrated rate holds up once normal losses are applied. A result at this level usually justifies acting on the stressed input before touching anything else, because every other figure in the table is downstream of it.

Results at a glance

  • Sustained robot cell throughput: 266 parts / hr (headline result)
  • Raw throughput: 450 parts / hr
  • Expected cell efficiency: 59 %
  • Cell runtime: 8 hr

Run it with your numbers

  • To rerun this with your own numbers, open the live Robot Cell Throughput calculator, set expected cell efficiency to your actual value, and adjust the remaining inputs to match your operation.

Last reviewed 2026-05-12.