It happened around 2 p.m. on Fitzrandolph Avenue in Hamilton Township.
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The workers tried to put out the fire themselves, but the truck, which is powered by natural gas, exploded.
VIDEO: Trash truck fire
The incident was caught on camera by Action News viewer Cindy Partyka.
No one was hurt.
Police say the fire began after an issue in the truck's battery system.