You most definitely can do that. Keep in mind though, you will need to check the water levels in that battery at least three times a year. I know mine when plugged in, stays charged...but the water always is low after several months. The other thought is if you dont want to leave your rig plugged in, you could un-hook the RV, from the battery, and use a tender on it too.