The fire started at 7:06 am and fire fighters from the Bonkai fire station rushed to the scene.
The blaze and huge column of black smoke could be seen far from the spot.
Police closed the flyover during the fire fighting. At press time, the bridge remained closed to traffic although the blaze had been put out.
Officials have yet to investigate the cause of the fire. The Bangkok Metropolitan Administration stores garbage bins at the spot.