The highly-occupied commuter trains in the morning and afternoon are operated with trains of two or three double-deck car and a diesel locomotive, sometimes extended with an additional bicycle car as seen here. The cab car contains a diesel generator for the electricity supply of the train, that's why it looks so sooty.

photo: tobias b köhler