Officials say a southbound River Line train heading towards Florence Township station in Burlington County had mechanical problems.
The trouble resulted in smoke filling in a rail car.
No injuries were reported.
The rail car was safely evacuated and passengers were moved to buses.
The delays to NJ Transit were around 30 minutes, according to officials.