Plate count is often found by applying a ratio to container volume; that works by chance on short rounds and fails on long ones. A plate absorbs heat while changing phase at its melting point: the heat load entering the container sets how long it keeps absorbing.

The heat load has three parts: heat leaking through the container surface, warm air entering at every lid opening and the excess heat the product carries when loaded. The third is often forgotten: product that has waited on the dock and warmed up gives the plate a cooling job on top of the holding job.

RoundDurationStopsPlate requirement
Dense city4 hours10High, many openings
Sparse city4 hours4Medium
Long rural8 hours6High, long duration

GEBHARDT states that cooling time depends on the product, the fill level and pre-cooling, and that frequent or long lid openings affect the temperature. Put a logger in the container and follow the round for a few days: if the last stop sits well below target there is too much plate, and if it sits close to the limit there is too little.