Images emerging on social media show fire crews are in attendance.
The reason is not yet known.
Network Rail, London Fire Brigade and the British Transport Police have been approached for comment.
Writing on Twitter, Julia Chandler said in response to the evacuation: “Train I’m riding on is not stopping there.”
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