[for a driver] to speed off in a car with a screeching of tires. Dave got in his car and peeled out, waking the neighbors. I wish he would stop peeling out!
To drive a vehicle away suddenly and quickly, especially by spinning and skidding the tires loudly: The angry teenager left the house quickly and peeled out of the driveway.