Good point, Peter. Clearly recording in EEPROM the date/time you started this batch would be essential. But without a RTC, if you lose power, you don't know how much time elapsed before it came back.
If you run the thing off a battery, and are certain you won't lose power, just counting up from the start point could be adequate. However it's not as if RTCs are expensive or hard to use.