My Sanyos start working badly when it gets down near 5 or 6 degrees F..
But above that, they keep the house nice and warm..
A few years ago, I started wondering about ASHPs and messed around with backwards ACs.
I actually found the posts on the web!!
Window AC used as a Heat Pump.?. - DoItYourself.com Community Forums