By default the Report center Report Library doesn’t allow folders. The trick is to alter the default view.
In the report library go to Settings, Document Library settings. Go to Views at the bottom and click “All reports and dashboards”. Go to folders, expand the item and select “Show items inside folders”.
Now you can create new folders within the Report Library.