As the decreased time of day light begins to be obvious, I turn the timer down to operate the waterfall during daylight hours to conserve the residual heat of the pond. BUT I have the aerator on, 24/7.
A general rule of thumb is to stop feeding fish when temperatures remain under 45 degrees F.
BTW, have you got a backup aerator pump in case it goes out in the winter?