That shouldn't be necessary. As long as the 1/4" input on the DI is disconnected, then the preamp should stay "off" and the battery should be just fine in the unit.
I hope that helps.
Just bought the Para Acoustic D.I. Is it a good idea to remove the battery when not in use?