The flames were reported around 2:00 Saturday afternoon near Route 38 and Smithville Road.
Heavy smoke forced police to divert traffic away from the area.
The fire was brought under control around 3:00 p.m.
No one was injured.
While authorities do say the fire is suspicious in nature, there has been no exact word on a cause.