Police shut a section of the A4119 at Ynysmaerdy, near Llantrisant, in both directions from the Royal Glamorgan Hospital to the nearby industrial estate.
The alarm was raised at about 05:40 GMT.
South Wales Police said specialist units were sent to the scene.
A road closed by a vehicle fire in Rhondda Cynon Taff has now reopened.