If an airport lounge is open 24 hours per day and lets you stay as long as you want, then you can most likely sleep there with no issue. However, many airport lounges aren't designed for overnight stays. Once you have a lounge in mind, make sure to check the following: Hours of operation: Many lounges close at night.