Pirates announced the news on their official Twitter account on transfer deadline day.
☠Transfer Update: Orlando Pirates Football Club has agreed terms with Platinum Stars for the loan of midfielder Riyaad Norodien for the rest of the season.— Orlando Pirates FC (@orlandopirates) January 31, 2018
The 22-year-old joined the Buccaneers 18 months ago but has struggled for a regular place in the team, managing just eight starts since his arrival.
Norodien is now set to reunite with former Ajax Cape Town mentor Roger de Sa, with whom he lifted the MTN8 trophy in 2015.
Pirates also recently offloaded defender Ayanda Gcaba to relegation-threatened Dikwena.