Troelsen is a surname. Notable people with the surname include:
Andrew Troelsen, Technology manager and author Thomas Troelsen (born 1981), Danish singer, songwriter, and producer Tommy Troelsen (1940–2021), Danish football player, manager, and television presenter Trine Troelsen (born 1985), Danish team handball player