After their most successful season, when the club was at the near top of the Second Yugoslav League, Slovenia declared its independence. In the 1991–92 season, handball clubs of the newly established country played their own championship. As a result, competing in the European Handball Federation (EHF) competitions became possible. In their first season, Gorenje performed below expectations and finished fifth.