The incident occurred in the morning and was not linked to terrorism, according to The Chicago Sun-Tribune. It was thought to be a domestic issue, it added.
A Local Fox TV channel said that the police had blocked several nearby streets. Law enforcement officers also asked people to stay away form the area, it added.
A police spokesperson did not immediately provide details of the incident, according to the reports.