An ATM was blown up in Wuppertal on Friday night.
The perpetrators were able to flee from the crime scene in a dark car, the police said.
The police did not initially disclose whether and how much money they stole.
According to the information, the building was also damaged during the demolition.
The on-site investigations are ongoing.