It is estimated that between 100 and 150 bales have gone up in flames.
Crews were alerted to the incident in Snowden Hill at 6.45am today and there are currently five fire engines at the scene.
The hay bales are on fire in a barn.
Residents in the area have been advised to jeep their doors and windows closed because of the amount of smoke generated.