Crews onboard flight AA4911 declared the flight an emergency after reporting a smoke odor.
Around 6:45 p.m., first responders arrived at the scene to examine the plane.
The plane was carrying 45 passengers, according to officials at RDU.
There were no reports of injuries aboard the plane.