Southern Rail tweeted to tell passengers to make other arrangements after a 'technical fault' caused all journeys to be stopped.
The line has been closed for over an hour, with significant congestion expected.
West Sussex Fire and Rescue crews are on the scene, with eye witnesses reporting smoke billowing from the undercarriage of the train.