Generally, it is safe to leave a portable air conditioner on for extended periods of time. Most portable ac units have an automatic shut-off feature when the desired temperature is reached or if the unit overheats. However, it's always a good idea to turn off the AC when you're not home to save energy and prolong the life of your unit.