Srđan Pecelj (can also be written as Srdjan Pecelj, born 12 March 1975) is a Bosnian football defender who currently plays for Rudar Trbovlje in the Ljubljanska Football League, one of the five groups of the Slovenian Regional League, fourth tier in Slovenian football system.