"He has been diagnosed with a muscle injury in his right leg. Awaiting progress," Real said in a statement.
Asencio made 23 LaLiga appearances for Real last season as he dealt with multiple injuries, including a head knock in February followed by calf problems.
Media reports have linked him with a move away from Real amid interest from several Premier League clubs.