Fitness Equipment & Connected Exercise Hardware worked example

Capacity Gap at 65% line uptime: a worked example in fitness equipment & connected exercise hardware

Here is what the math looks like when conditions slip. We hold every other input steady and drop line uptime to 65%, then walk the calculation through step by step. Estimate realistic equipment production capacity and compare it with ramp demand using cycle output, available cycles, uptime, and first-pass yield.

The inputs for this scenario

  • Machine output per assembly cycle: 4 units / cycle (held at the documented default)
  • Available assembly cycles per shift: 480 cycles (held at the documented default)
  • Line uptime: 65 % (the input this scenario stresses; the baseline uses 90)
  • End-of-line first-pass yield: 97 % (held at the documented default)

Working through the calculation

  • The calculation starts from the formula this tool documents: Gross capacity gap capacity = equipment output per cycle × available production cycles.
  • Good capacity gap capacity works out to 1,211 units at these inputs, and this is the headline figure for the scenario.
  • Gross capacity gap capacity works out to 1,920 units at these inputs.
  • Capacity Gap downtime loss works out to 672 units at these inputs.
  • Capacity Gap yield loss works out to 37.44 units at these inputs.

How this compares with the baseline

  • Against the tool's baseline example, where line uptime sits at 90% and the headline result is 1,676 units, this scenario comes in 27.78% below the baseline at 1,211 units.
  • The practical read: the gap between this scenario and the baseline is entirely attributable to line uptime, so recovering it is worth quantifying in dollars before considering equipment or staffing changes. It applies uptime and yield as flat multipliers — it does not model station-by-station bottlenecks, so a single slow torque or flash station can hold real output below this figure.

Results at a glance

  • Good capacity gap capacity: 1,211 units (headline result)
  • Gross capacity gap capacity: 1,920 units
  • Capacity Gap downtime loss: 672 units
  • Capacity Gap yield loss: 37.44 units

Run it with your numbers

  • To rerun this with your own numbers, open the live Capacity Gap calculator, set line uptime to your actual value, and adjust the remaining inputs to match your operation.

Last reviewed 2026-05-12.