amp hours measurement
I can capture the waveform of the current over time with a scope. Do I just multiply the amount of current by the time every time it is turned on?


Yes, that will work.

If (for instance) over a 2 hour period, you find the heater has been on, drawing 10A, for a total of 25% of the time, then you'll have used 5Ah in that time.