Using an AC drill motor with DC?
Probably. But be aware that the speed control will not work correctly and may, in fact, not turn off after you have started the Drill motor. 

Most modern AC Mains-powered drill motors are so-called "Universal" motors. Such motors will run from both AC and DC power supply.