The NJP-Howrah Shatabdi Express which was supposed to leave NJP at 5.30 am left at around 10.30 am, the sources said.
Passengers angry over the delay demonstrated at the railway station and alleged that the train leaves NJP late every day.
Railway sources said they have some infrastructure problems so the delay in the departure of the Shatabdi Express.