If you are intoxicated and in a vehicle with the keys, the vehicle does NOT have to be running for you to be charged with D.U.I. Actual physical control can be established where a person is in a vehicle with the means to drive, regardless of whether the vehicle is in motion or even running. There are many cases where individuals have been charged with and convicted of D.U.I. for sleeping in a car.