Calendar-based vs. quality-based scheduling
Calendar-based exchanges are simple to plan but carry two risks: you may swap a tank that still has usable capacity (wasting money), or you may run a tank past exhaustion and not notice until your process is affected.
Quality-based exchanges (triggered by monitoring) are more precise. You swap when resistivity approaches your threshold — not on a fixed date. This gets the most out of each tank while protecting your process.
Many facilities use a hybrid approach: monitor quality, but schedule the actual swap within a planned service window that fits their operations.