Original: In automotive engineering, a longitudinal engine is an internal combustion engine in which the crankshaft is oriented along the long axis of the vehicle, front to back.
Simplified: A longitudinal engine is an engine mounted in a vehicle so that the engine's crankshaft is parallel with the vehicle, front to back.