Coatings, Inks & Specialty Chemical Production worked example

Filling Line Throughput at 99% filling line uptime: a worked example in coatings, inks & specialty chemical production

Push filling line uptime up to 99% and the picture changes. This example computes every intermediate figure at that operating point. scheduling filling lines and confirming packaging capacity for a finished batch

The inputs for this scenario

  • Containers filled per fill cycle: 24 containers / cycle (unchanged)
  • Available fill cycles in the run: 180 cycles (unchanged)
  • Filling line uptime (running time fraction): 99 % (raised for this scenario; the documented default is 88)
  • Packaging first-pass yield: 98 % (unchanged)

Working through the calculation

  • Applying the documented formula (Gross filling line throughput = containers filled per cycle × available filling cycles) to the inputs above produces each figure below.
  • At this operating point the engine returns 4,191 containers for usable filling line throughput, the number this scenario is built around.
  • At this operating point the engine returns 4,320 containers for gross filling line throughput.
  • At this operating point the engine returns 43.2 containers for filling line throughput lost to downtime.
  • At this operating point the engine returns 85.54 containers for filling line throughput lost to yield.

How this compares with the baseline

  • Against the tool's baseline example, where filling line uptime sits at 88% and the headline result is 3,726 containers, this scenario comes in 12.5% above the baseline at 4,191 containers.
  • It computes usable container output by multiplying fill-heads per cycle by available cycles, then derating that gross figure by line uptime and packaging first-pass yield. The value of this scenario is the size of the gap it exposes: that gap, priced out over a year, is the budget you can justify spending to close it.

Results at a glance

  • usable filling line throughput: 4,191 containers (headline result)
  • gross filling line throughput: 4,320 containers
  • filling line throughput lost to downtime: 43.2 containers
  • filling line throughput lost to yield: 85.54 containers

Run it with your numbers

  • Every input above is editable in the live Filling Line Throughput calculator, which recalculates instantly and can be shared with the inputs intact.

Last reviewed 2026-05-12.