Norlén or Norlen is a Swedish surname. Notable people with the surname include:

Alison Norlen (born 1962), Canadian artist Andreas Norlén (born 1973), Swedish politician Göran Norlén (1931–2020), Swedish speedway rider Henrik Norlén (born 1970), Swedish actor Johan Norlén (born 1971), Swedish officer