After the battery has charged, try working the plow with the truck running.
Do you get the same symptoms immediately?
IF you don't, the alternator may not be big enough to compensate for the plow draw.
Did you notice the plow working slower when the volts dropped?
One other thing you might check is the power/controller connections on the plow unit. Be sure they are all clean and tight.
How old is the battery?