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Firefighters were called to Ebbsfleet International train station this morning to reports of a train on fire.
Five fire crews attended at 9:30am, along with support vehicles.
It comes after reports of smoke coming from a Eurostar train.
Firefighters used thermal imaging cameras and located a small electrical fire in the engine compartment.
A number of carriages were evacuated as a precaution, though no one has been hurt.
Eurostar said it was laying on another train for passengers.