If you're concerned, you could always make a reservation with one of the off airport parking lots. There is also the BWI Airport Rail Station lot which has 24/7 shuttle service to the airport terminals.
There will be more than enough parking but if I were you I would go to parking companies in the area and they will drop you off at the Airport.
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